From 56bba963dd560c5fbd7213b44f9d553a49554d94 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 5 Feb 2024 13:28:11 -0500
Subject: [PATCH 01/35] removal of pkgdown files

---
 .github/copy_to_branch.sh                     |    30 -
 .github/workflows/bioc_branch.yml             |    22 -
 .github/workflows/document.yaml               |    43 -
 .github/workflows/pkgdown.yaml                |    48 -
 .github/workflows/r-build-check.yml           |    12 -
 _pkgdown.yml                                  |   126 -
 docs/404.html                                 |   115 -
 docs/LICENSE-text.html                        |   758 --
 docs/apple-touch-icon-120x120.png             |   Bin 13560 -> 0 bytes
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 docs/articles/vignette.html                   |   457 -
 .../empty-anchor.js                           |    15 -
 docs/authors.html                             |   146 -
 .../bootstrap-5.1.0/bootstrap.bundle.min.js   |     7 -
 .../bootstrap.bundle.min.js.map               |     1 -
 docs/deps/bootstrap-5.1.0/bootstrap.min.css   |     1 -
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 docs/deps/bootstrap-5.2.2/bootstrap.min.css   |     6 -
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 docs/deps/jquery-3.6.0/jquery-3.6.0.js        | 10881 ----------------
 docs/deps/jquery-3.6.0/jquery-3.6.0.min.js    |     2 -
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 docs/logo.svg                                 |     1 -
 docs/news/index.html                          |   123 -
 docs/news/news-0.2.html                       |   121 -
 docs/old.README.html                          |   215 -
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 docs/reference/circos_ligand_receptor.html    |   153 -
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 docs/reference/create_domino.html             |   248 -
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 docs/reference/create_rl_map_cellphonedb.html |   158 -
 docs/reference/do_norm.html                   |   110 -
 docs/reference/dom_clusters.html              |   117 -
 docs/reference/dom_correlations.html          |   112 -
 docs/reference/dom_counts.html                |   112 -
 docs/reference/dom_database.html              |   119 -
 docs/reference/dom_de.html                    |   112 -
 docs/reference/dom_info.html                  |   113 -
 docs/reference/dom_linkages.html              |   128 -
 docs/reference/dom_network_items.html         |   130 -
 docs/reference/dom_signaling.html             |   117 -
 docs/reference/dom_tf_activation.html         |   112 -
 docs/reference/dom_zscores.html               |   112 -
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 docs/reference/index.html                     |   332 -
 docs/reference/lc.html                        |   110 -
 docs/reference/linkage_summary-class.html     |   121 -
 docs/reference/mean_ligand_expression.html    |   135 -
 docs/reference/pbmc.html                      |   108 -
 docs/reference/pbmc_dom.html                  |   111 -
 .../reference/plot_differential_linkages.html |   140 -
 docs/reference/print-domino-method.html       |   115 -
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 docs/reference/summarize_linkages.html        |   127 -
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 docs/search.json                              |     1 -
 docs/sitemap.xml                              |   171 -
 index.Rmd                                     |    43 -
 index.md                                      |    37 -
 pkgdown/extra.css                             |    14 -
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 182 files changed, 22352 deletions(-)
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diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
deleted file mode 100755
index a01815ff..00000000
--- a/.github/copy_to_branch.sh
+++ /dev/null
@@ -1,30 +0,0 @@
-# Designate desired directories and files
-SRC_FOLDER_PATHS=(data-raw man R tests vignettes)
-SRC_FILE_PATHS=(DESCRIPTION LICENSE NAMESPACE NEWS.md README.md inst/CITATION)
-
-# Get files from directories
-FILES=$(find "${SRC_FOLDER_PATHS[@]}" -type f)
-
-# Add indicated individual files
-for F in "${SRC_FILE_PATHS[@]}"
-do
-FILES+=" ${F}"
-done
-
-echo "${FILES[@]}"
-
-# Pass these to github:
-git config --global user.name 'GitHub Action'
-git config --global user.email 'action@github.com'
-# Fetch branches
-git fetch
-# Checkout target branch                         
-git checkout $TARGET_BRANCH
-# copy files from the branch the action is being run upon
-SRC_BRANCH=$(git symbolic-ref --short HEAD)
-git checkout $SRC_BRANCH -- $FILES
-# Commit to the repository (ignore if no changes)
-git add -A
-git diff-index --quiet HEAD ||  git commit -am "update files"
-# Push to remote branch
-git push origin $TARGET_BRANCH 
\ No newline at end of file
diff --git a/.github/workflows/bioc_branch.yml b/.github/workflows/bioc_branch.yml
deleted file mode 100644
index c42a4333..00000000
--- a/.github/workflows/bioc_branch.yml
+++ /dev/null
@@ -1,22 +0,0 @@
-name: Update Bioconductor package files
-
-on:
-  push:
-    branches: [main, master]
-  pull_request:
-    branches: [main, master]
-  release:
-    types: [published]
-  workflow_dispatch:
-
-jobs:
-  copy:
-    name: Copy files
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v2
-      - name: copy
-        env:
-          TARGET_BRANCH: 'bioconductor'
-        run: .github/copy_to_branch.sh
-        shell: bash
diff --git a/.github/workflows/document.yaml b/.github/workflows/document.yaml
deleted file mode 100644
index 59afa1a7..00000000
--- a/.github/workflows/document.yaml
+++ /dev/null
@@ -1,43 +0,0 @@
-# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples
-# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help
-on:
-    push:
-      paths: ["R/**"]
-    workflow_dispatch:
-  
-name: documentation-update
-  
-jobs:
-    document:
-      runs-on: ubuntu-latest
-      env:
-        GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
-      steps:
-        - name: Checkout repo
-          uses: actions/checkout@v3
-          with:
-            fetch-depth: 0
-  
-        - name: Setup R
-          uses: r-lib/actions/setup-r@v2
-          with:
-            use-public-rspm: true
-  
-        - name: Install dependencies
-          uses: r-lib/actions/setup-r-dependencies@v2
-          with:
-            extra-packages: any::roxygen2
-            needs: roxygen2
-  
-        - name: Document
-          run: roxygen2::roxygenise()
-          shell: Rscript {0}
-  
-        - name: Commit and push changes
-          run: |
-            git config --local user.name "$GITHUB_ACTOR"
-            git config --local user.email "$GITHUB_ACTOR@users.noreply.github.com"
-            git add man/\* NAMESPACE DESCRIPTION
-            git commit -m "Update documentation" || echo "No changes to commit"
-            git pull --ff-only
-            git push origin
diff --git a/.github/workflows/pkgdown.yaml b/.github/workflows/pkgdown.yaml
deleted file mode 100644
index 03e2c6ba..00000000
--- a/.github/workflows/pkgdown.yaml
+++ /dev/null
@@ -1,48 +0,0 @@
-# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples
-# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help
-on:
-  push:
-    branches: [main, master]
-  pull_request:
-    branches: [main, master]
-  release:
-    types: [published]
-  workflow_dispatch:
-
-name: pkgdown-update
-
-jobs:
-  pkgdown:
-    runs-on: ubuntu-latest
-    # Only restrict concurrency for non-PR jobs
-    concurrency:
-      group: pkgdown-${{ github.event_name != 'pull_request' || github.run_id }}
-    env:
-      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
-    permissions:
-      contents: write
-    steps:
-      - uses: actions/checkout@v3
-
-      - uses: r-lib/actions/setup-pandoc@v2
-
-      - uses: r-lib/actions/setup-r@v2
-        with:
-          use-public-rspm: true
-
-      - uses: r-lib/actions/setup-r-dependencies@v2
-        with:
-          extra-packages: any::pkgdown
-          needs: website
-
-      - name: Build site
-        run: pkgdown::build_site_github_pages(new_process = FALSE, install = TRUE)
-        shell: Rscript {0}
-
-      - name: Deploy to GitHub pages 🚀
-        if: github.event_name != 'pull_request'
-        uses: JamesIves/github-pages-deploy-action@v4.4.1
-        with:
-          clean: false
-          branch: gh-pages
-          folder: docs
diff --git a/.github/workflows/r-build-check.yml b/.github/workflows/r-build-check.yml
deleted file mode 100644
index 6ddc15e0..00000000
--- a/.github/workflows/r-build-check.yml
+++ /dev/null
@@ -1,12 +0,0 @@
-name: r-build-check
-on:
-    push:
-        branches: ['v0.2.2_development']
-    pull_request:
-        branches: ['master', 'v0.2.2']
-    workflow_dispatch:
-
-jobs:
-    build-check:
-        uses: FertigLab/actions/.github/workflows/r-build-check.yml@v1
-        secrets: inherit
diff --git a/_pkgdown.yml b/_pkgdown.yml
deleted file mode 100644
index dca3701b..00000000
--- a/_pkgdown.yml
+++ /dev/null
@@ -1,126 +0,0 @@
-url: https://FertigLab.github.io/domino2
-
-deploy:
-  install_metadata: true
-
-template:
-  bootstrap: 5
-  # bootswatch: pulse
-  theme: a11y-light
-  bslib:
-    primary: "#457E78"
-    secondary: "#1D132B"
-    navbar-bg: "#7DDED2"
-    navbar-light-color: "#1D132B"
-    nav-link-color: "#1D132B"
-    nav-tabs-link-active-bg: "#DFD4EC"
-    headings-color: "#457E78"
-    component-active-bg: "#ece5f4"
-    code-font-size: 95%
-    code-bg: "#fefefe"
-    link-color: "#8963BA"
-    border-color: "#DFD4EC"
-    dropdown-bg: "#F4F1F9"
-
-
-reference:
-- title: "Domino Classes"
-  desc: >
-    An object class designed to store information used 
-    and produced in Domino2 analysis
-  contents:
-  - domino-class
-  - linkage_summary
-- title: "Analysis Functions"
-  desc: >
-    Functions for performing cell-cell communication analysis
-    with the Domino2 package
-  contents:
-  - create_rl_map_cellphonedb
-  - create_regulon_list_scenic
-  - create_domino
-  - build_domino
-  - summarize_linkages
-  - test_differential_linkages
-- title: "Plotting Functions"
-  desc: "Functions for visualizing Domino2 analysis results"
-- subtitle: "Heatmaps"
-  contents:
-  - cor_heatmap
-  - feat_heatmap
-  - incoming_signaling_heatmap
-  - signaling_heatmap
-- subtitle: "Network Plots"
-  contents:
-  - gene_network
-  - signaling_network
-- subtitle: "Other Plots"
-  contents:
-  - circos_ligand_receptor
-  - cor_scatter
-  - plot_differential_linkages
-- title: "Helper Functions"
-  desc: "Convenience functions for working with Domino2 objects"
-- subtitle: "Access functions"
-  contents:
-  - dom_clusters
-  - dom_correlations
-  - dom_counts
-  - dom_database
-  - dom_de
-  - dom_info
-  - dom_linkages
-  - dom_network_items
-  - dom_signaling
-  - dom_tf_activation
-  - dom_zscores
-- subtitle: "Misc. utility functions"
-  contents:
-  - add_rl_column
-  - count_linkage
-  - mean_ligand_expression
-  - rename_clusters
-
-navbar:
-  type: light
-  bg: "#7DDED2"
-  structure:
-    left:  [intro, articles, reference, news]
-    right: [search, github]
-
-home:
-  title: Cell Communication from Single Cell RNA Sequencing Data
-  description: >
-    Domino2 uses transcription factor activation and ligand - receptor linkages to infer intra- and inter- cellular signaling from single cell RNA sequencing data.
-  sidebar:
-    structure: [toc, authors, labs, citation, license]
-    components:
-      labs:
-        title: Contributing Labs
-        text: |
-              For more information about these labs, click below.\n
-
-              <a href=https://elisseefflab.jhu.edu/> Elisseeff Lab </a> \n
-
-              <a href=https://fertiglab.com/> Fertig Lab </a>
-
-footer:
-  structure:
-    left: [package, developed_by]
-    right: built_with
-
-news:
-  one_page: true
-  cran_dates: false
-  releases:
-  - text: "domino2 v0.2.1"
-    href: https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha
-  - text: "domino2 v0.2.2"
-    href: https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha
-
-authors:
-  footer:
-    roles: aut
-    text: "is developed by"
-  sidebar:
-    roles: [aut, ctb]
diff --git a/docs/404.html b/docs/404.html
deleted file mode 100644
index 2c4fd69d..00000000
--- a/docs/404.html
+++ /dev/null
@@ -1,115 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
-<head>
-<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
-<meta charset="utf-8">
-<meta http-equiv="X-UA-Compatible" content="IE=edge">
-<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
-<title>Page not found (404) • domino2</title>
-<!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="https://FertigLab.github.io/domino2/favicon-16x16.png">
-<link rel="icon" type="image/png" sizes="32x32" href="https://FertigLab.github.io/domino2/favicon-32x32.png">
-<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="https://FertigLab.github.io/domino2/apple-touch-icon.png">
-<link rel="apple-touch-icon" type="image/png" sizes="120x120" href="https://FertigLab.github.io/domino2/apple-touch-icon-120x120.png">
-<link rel="apple-touch-icon" type="image/png" sizes="76x76" href="https://FertigLab.github.io/domino2/apple-touch-icon-76x76.png">
-<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="https://FertigLab.github.io/domino2/apple-touch-icon-60x60.png">
-<script src="https://FertigLab.github.io/domino2/deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
-<link href="https://FertigLab.github.io/domino2/deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet">
-<script src="https://FertigLab.github.io/domino2/deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
-<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
-<!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="https://FertigLab.github.io/domino2/pkgdown.js"></script><link href="https://FertigLab.github.io/domino2/extra.css" rel="stylesheet">
-<script src="https://FertigLab.github.io/domino2/extra.js"></script><meta property="og:title" content="Page not found (404)">
-<meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg">
-<!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
-<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
-<![endif]-->
-</head>
-<body>
-    <a href="https://FertigLab.github.io/domino2/#main" class="visually-hidden-focusable">Skip to contents</a>
-    
-
-    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
-    
-    <a class="navbar-brand me-2" href="https://FertigLab.github.io/domino2/index.html">domino2</a>
-
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.2.2</small>
-
-    
-    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
-      <span class="navbar-toggler-icon"></span>
-    </button>
-
-    <div id="navbar" class="collapse navbar-collapse ms-3">
-      <ul class="navbar-nav me-auto">
-<li class="nav-item">
-  <a class="nav-link" href="https://FertigLab.github.io/domino2/articles/domino2.html">Get started</a>
-</li>
-<li class="nav-item dropdown">
-  <a href="https://FertigLab.github.io/domino2/#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
-  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
-    <a class="dropdown-item" href="https://FertigLab.github.io/domino2/articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
-    <a class="dropdown-item" href="https://FertigLab.github.io/domino2/articles/plotting_vignette.html">Plotting Functions and Options</a>
-  </div>
-</li>
-<li class="nav-item">
-  <a class="nav-link" href="https://FertigLab.github.io/domino2/reference/index.html">Reference</a>
-</li>
-<li class="nav-item dropdown">
-  <a href="https://FertigLab.github.io/domino2/#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
-  <div class="dropdown-menu" aria-labelledby="dropdown-news">
-    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
-    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
-    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
-    <div class="dropdown-divider"></div>
-    <a class="dropdown-item" href="https://FertigLab.github.io/domino2/news/index.html">Changelog</a>
-  </div>
-</li>
-      </ul>
-<form class="form-inline my-2 my-lg-0" role="search">
-        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="search.json" id="search-input" placeholder="Search for" autocomplete="off">
-</form>
-
-      <ul class="navbar-nav">
-<li class="nav-item">
-  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
-    <span class="fab fa fab fa-github fa-lg"></span>
-     
-  </a>
-</li>
-      </ul>
-</div>
-
-    
-  </div>
-</nav><div class="container template-title-body">
-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="https://FertigLab.github.io/domino2/logo.svg" class="logo" alt=""><h1>Page not found (404)</h1>
-      
-    </div>
-
-Content not found. Please use links in the navbar.
-
-  </main>
-</div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
-
-    </footer>
-</div>
-
-  
-
-  
-
-  </body>
-</html>
diff --git a/docs/LICENSE-text.html b/docs/LICENSE-text.html
deleted file mode 100644
index 1ab616c3..00000000
--- a/docs/LICENSE-text.html
+++ /dev/null
@@ -1,758 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>License • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="apple-touch-icon-60x60.png"><script src="deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="pkgdown.js"></script><link href="extra.css" rel="stylesheet"><script src="extra.js"></script><meta property="og:title" content="License"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
-<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
-<![endif]--></head><body>
-    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
-    
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-<pre>GNU GENERAL PUBLIC LICENSE
-                       Version 3, 29 June 2007
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- Copyright (C) 2007 Free Software Foundation, Inc. &lt;http://fsf.org/&gt;
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-            How to Apply These Terms to Your New Programs
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-  If you develop a new program, and you want it to be of the greatest
-possible use to the public, the best way to achieve this is to make it
-free software which everyone can redistribute and change under these terms.
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-  To do so, attach the following notices to the program.  It is safest
-to attach them to the start of each source file to most effectively
-state the exclusion of warranty; and each file should have at least
-the "copyright" line and a pointer to where the full notice is found.
-
-    {one line to give the program's name and a brief idea of what it does.}
-    Copyright (C) {year}  {name of author}
-
-    This program is free software: you can redistribute it and/or modify
-    it under the terms of the GNU General Public License as published by
-    the Free Software Foundation, either version 3 of the License, or
-    (at your option) any later version.
-
-    This program is distributed in the hope that it will be useful,
-    but WITHOUT ANY WARRANTY; without even the implied warranty of
-    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-    GNU General Public License for more details.
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-    You should have received a copy of the GNU General Public License
-    along with this program.  If not, see &lt;http://www.gnu.org/licenses/&gt;.
-
-Also add information on how to contact you by electronic and paper mail.
-
-  If the program does terminal interaction, make it output a short
-notice like this when it starts in an interactive mode:
-
-    {project}  Copyright (C) {year}  {fullname}
-    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
-    This is free software, and you are welcome to redistribute it
-    under certain conditions; type `show c' for details.
-
-The hypothetical commands `show w' and `show c' should show the appropriate
-parts of the General Public License.  Of course, your program's commands
-might be different; for a GUI interface, you would use an "about box".
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-  You should also get your employer (if you work as a programmer) or school,
-if any, to sign a "copyright disclaimer" for the program, if necessary.
-For more information on this, and how to apply and follow the GNU GPL, see
-&lt;http://www.gnu.org/licenses/&gt;.
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-  The GNU General Public License does not permit incorporating your program
-into proprietary programs.  If your program is a subroutine library, you
-may consider it more useful to permit linking proprietary applications with
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-Public License instead of this License.  But first, please read
-&lt;http://www.gnu.org/philosophy/why-not-lgpl.html&gt;.
-</pre>
-
-  </main></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/apple-touch-icon-120x120.png b/docs/apple-touch-icon-120x120.png
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-      <img src="../logo.svg" class="logo" alt=""><h1>Get Started with domino2</h1>
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/domino2.Rmd" class="external-link"><code>vignettes/domino2.Rmd</code></a></small>
-      <div class="d-none name"><code>domino2.Rmd</code></div>
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-    
-<p>domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing (scRNAseq) data based on transcription factor (TF) activation. Here, we show a basic example pipeline for generating communication networks as a domino object. This vignette will demonstrate how to use domino2 on the 10X Genomics Peripheral Blood Mononuclear Cells (PBMC) data set of 2,700 cells. The data can be downloaded <a href="https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz" class="external-link">here</a>.</p>
-<div class="section level2">
-<h2 id="data-preparation">Data preparation<a class="anchor" aria-label="anchor" href="#data-preparation"></a>
-</h2>
-<p>Analysis of cell-cell communication with domino2 often follows initial processing and annotation of scRNAseq data. We used the <a href="https://satijalab.org/seurat/articles/pbmc3k_tutorial" class="external-link">Satija Lab’s Guided Clustering Tutorial</a> to prepare the data set for analysis with domino2. The <a href="data-raw/example_data.R">complete processing script</a> is available in the data-raw directory of the domino2 package. The processed data can be downloaded from <a href="https://zenodo.org/records/10222767" class="external-link">Zenodo</a>.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">readRDS</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">pbmc_dir</span>, <span class="st">"/pbmc_seurat.rds"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<div class="section level3">
-<h3 id="preparing-preprocessed-data">Preparing Preprocessed Data:<a class="anchor" aria-label="anchor" href="#preparing-preprocessed-data"></a>
-</h3>
-<p>domino2 was designed to be compatible with <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> objects in addition to accepting matrices and vectors of the data set as function inputs. However, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used for TF activation inference, and it requires as input a cell by gene matrix. This is the opposite orientation of <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> objects but is the default for Python based tools such as <a href="https://scanpy.readthedocs.io/en/stable/" class="external-link">scanpy</a>. The RNA counts matrix can be saved as a tab-seperated value (.tsv) or comma-sperated value (.csv) file after transposing the matrix to cell by gene orientation.</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="fu">GetAssayData</span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/write.table.html" class="external-link">write.table</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="va">pbmc_counts</span><span class="op">)</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">input_dir</span>, <span class="st">"/pbmc3k_counts.tsv"</span><span class="op">)</span>, sep <span class="op">=</span> <span class="st">"\t"</span>,</span>
-<span>    col.names <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></span></code></pre></div>
-<p>tsv and csv files are very inefficient for storing large matrices. As an alternative, the counts matrix can be saved as a loom file and directly passed to <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> in this format. Generating a loom file in R requires use of the <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> package. The package automatically handles the transposition of the counts matrix to cell by gene orientation as well. We recommend this approach to passing a counts matrix to pySCENIC. However, users should be aware that <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> is not hosted on CRAN or BioConductor at the time of this vignette’s creation.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a></span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># save loom counts matrix</span></span>
-<span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="fu">GetAssayData</span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span>
-<span><span class="va">pbmc_loom</span> <span class="op">&lt;-</span> <span class="fu">loomR</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/loomR/man/create.html" class="external-link">create</a></span><span class="op">(</span>filename <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">input_dir</span>, <span class="st">"/pbmc3k_counts.loom"</span><span class="op">)</span>, data <span class="op">=</span> <span class="va">pbmc_counts</span><span class="op">)</span></span>
-<span><span class="co"># connection to the loom file must be closed to complete file creation</span></span>
-<span><span class="va">pbmc_loom</span><span class="op">$</span><span class="fu">close_all</span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
-</h2>
-<p>Installation of domino2 from Github can be achieved using the <a href="https://remotes.r-lib.org" class="external-link">remotes</a> package. The current stable version is v0.2.2, so we will install that version.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># if(!require(remotes)){ install.packages('remotes') }</span></span>
-<span><span class="co"># remotes::install_github('FertigLab/domino2@v0.2.2')</span></span></code></pre></div>
-<div class="section level3">
-<h3 id="additional-downloads">Additional Downloads<a class="anchor" aria-label="anchor" href="#additional-downloads"></a>
-</h3>
-<p>For this tutorial, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used as the method for TF activity inference, and the assessment of ligand-receptor interactions is based on curated interactions from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB v4.0.0</a>. Each of these requires downloading some files prior to use in our analysis pipeline.</p>
-<div class="section level4">
-<h4 id="downloads-for-scenic">Downloads for SCENIC:<a class="anchor" aria-label="anchor" href="#downloads-for-scenic"></a>
-</h4>
-<p>A singularity image of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> v0.12.1 can be installed from the DockerHub image as a source (example scripts for use with Docker are provided in the scenic_bash directory as well). <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> requires a list of TFs, motif annotations, and cisTarget motifs which are all available from the authors of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> for human (HGNC), mouse (MGI), and fly. The following will download everything necessary for an analysis of a data set with HGNC gene labels for the hg38 genome.</p>
-<div class="sourceCode" id="cb5"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1"></a><span class="va">SCENIC_DIR=</span><span class="st">"'temp_dir'/scenic"</span></span>
-<span id="cb5-2"><a href="#cb5-2"></a><span class="fu">mkdir</span> <span class="va">${SCENIC_DIR}</span></span>
-<span id="cb5-3"><a href="#cb5-3"></a></span>
-<span id="cb5-4"><a href="#cb5-4"></a><span class="co"># Build singularity image</span></span>
-<span id="cb5-5"><a href="#cb5-5"></a><span class="ex">singularity</span> build <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> docker://aertslab/pyscenic:0.12.1</span>
-<span id="cb5-6"><a href="#cb5-6"></a></span>
-<span id="cb5-7"><a href="#cb5-7"></a><span class="co"># Matrix containing motifs as rows and genes as columns and ranking position for each gene and motif (based on CRM scores) as values. URLs provided link to v2 feather files required for the 0.12.1 version of pySENIC.</span></span>
-<span id="cb5-8"><a href="#cb5-8"></a></span>
-<span id="cb5-9"><a href="#cb5-9"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb5-10"><a href="#cb5-10"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span></span>
-<span id="cb5-11"><a href="#cb5-11"></a></span>
-<span id="cb5-12"><a href="#cb5-12"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb5-13"><a href="#cb5-13"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span></span>
-<span id="cb5-14"><a href="#cb5-14"></a></span>
-<span id="cb5-15"><a href="#cb5-15"></a><span class="co"># List of genes encoding TFs in the HG38 reference genome</span></span>
-<span id="cb5-16"><a href="#cb5-16"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/tf_lists/allTFs_hg38.txt"</span> \</span>
-<span id="cb5-17"><a href="#cb5-17"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span></span>
-<span id="cb5-18"><a href="#cb5-18"></a></span>
-<span id="cb5-19"><a href="#cb5-19"></a><span class="co"># Motif annotations based on the 2017 cisTarget motif collection. Use these files if you are using the mc9nr databases.</span></span>
-<span id="cb5-20"><a href="#cb5-20"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> \</span>
-<span id="cb5-21"><a href="#cb5-21"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span></span></code></pre></div>
-</div>
-<div class="section level4">
-<h4 id="downloads-for-cellphonedb">Downloads for CellPhoneDB:<a class="anchor" aria-label="anchor" href="#downloads-for-cellphonedb"></a>
-</h4>
-<p>Database files from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB v4.0.0</a> for human scRNAseq data can be installed from a public Github repository from the Tiechmann Group that developed CellPhoneDB.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co">#</span></span>
-<span><span class="va">cellphone_url</span> <span class="op">&lt;-</span> <span class="st">"https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz"</span></span>
-<span></span>
-<span><span class="co"># download compressed database</span></span>
-<span><span class="va">cellphone_tar</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">temp_dir</span>, <span class="st">"/cellphoneDB_v4.tar.gz"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/download.file.html" class="external-link">download.file</a></span><span class="op">(</span>url <span class="op">=</span> <span class="va">cellphone_url</span>, destfile <span class="op">=</span> <span class="va">cellphone_tar</span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># move contents of the compressed file to a new directory</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/untar.html" class="external-link">untar</a></span><span class="op">(</span>tarfile <span class="op">=</span> <span class="va">cellphone_tar</span>, exdir <span class="op">=</span> <span class="va">cellphone_dir</span><span class="op">)</span></span>
-<span><span class="va">cellphone_data</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data"</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="scenic-analysis">SCENIC Analysis<a class="anchor" aria-label="anchor" href="#scenic-analysis"></a>
-</h2>
-<p>SCENIC is our lab’s preferred software for TF activity scoring. We recommend using the Python implementation (<a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a>) as it is faster than the original R implementation. Be aware, the use of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> is often the slowest and most memory intensive step of this analysis pipeline. <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> should be run on computing resources with access to multi-core processing and large amounts of memory.</p>
-<p>As described in the section on saving preprocessed data, <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> requires RNA counts to be provided in a cell by gene matrix format, so we will be using the pbmc3k_counts.loom file in this stage of analysis.</p>
-<p><a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is initiated using bash scripting in the terminal. The analysis consists of 3 steps to score genes for TF motif enrichment, construct TF regulons consisting of genes targeted by the TFs, and arrive at AUC scores for enrichment of regulon gene transcription within each cell.</p>
-<div class="section level3">
-<h3 id="grn-construct-tf-modules">grn: construct TF-modules<a class="anchor" aria-label="anchor" href="#grn-construct-tf-modules"></a>
-</h3>
-<p>Co-expression modules are used to quantify gene-TF adjacencies.</p>
-<div class="sourceCode" id="cb7"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic grn \</span>
-<span id="cb7-2"><a href="#cb7-2"></a>    <span class="st">"pbmc3k_counts.loom"</span> \</span>
-<span id="cb7-3"><a href="#cb7-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span> \</span>
-<span id="cb7-4"><a href="#cb7-4"></a>    -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj_3k.tsv"</span> \</span>
-<span id="cb7-5"><a href="#cb7-5"></a>    --num_workers 6 \</span>
-<span id="cb7-6"><a href="#cb7-6"></a>    --seed 123</span>
-<span id="cb7-7"><a href="#cb7-7"></a></span>
-<span id="cb7-8"><a href="#cb7-8"></a><span class="co"># Arguments:</span></span>
-<span id="cb7-9"><a href="#cb7-9"></a>    <span class="co"># path to the loom file</span></span>
-<span id="cb7-10"><a href="#cb7-10"></a>    <span class="co"># list of TFs</span></span>
-<span id="cb7-11"><a href="#cb7-11"></a>    <span class="co"># output directory for the adjacency matrix</span></span>
-<span id="cb7-12"><a href="#cb7-12"></a>    <span class="co"># number of CPUs to use if multi-core processing is available</span></span>
-<span id="cb7-13"><a href="#cb7-13"></a>    <span class="co"># specify a random seed for reproducibility</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment">ctx: construct TF regulons with pruning based on TF motif enrichment<a class="anchor" aria-label="anchor" href="#ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment"></a>
-</h3>
-<p>The rankings of genes based on enrichment of TF motifs to the transcription start site (TSS) are considered in the construction of regulons, where target genes in the TF-modules are removed if they lack motifs proximal to the TSS where the TF may bind.</p>
-<div class="sourceCode" id="cb8"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb8-1"><a href="#cb8-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic ctx \</span>
-<span id="cb8-2"><a href="#cb8-2"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj.tsv"</span> \</span>
-<span id="cb8-3"><a href="#cb8-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb8-4"><a href="#cb8-4"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb8-5"><a href="#cb8-5"></a>    --annotations_fname <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> \</span>
-<span id="cb8-6"><a href="#cb8-6"></a>    --expression_mtx_fname <span class="st">"pbmc3k_counts.loom"</span> \</span>
-<span id="cb8-7"><a href="#cb8-7"></a>    --mode <span class="st">"dask_multiprocessing"</span> \</span>
-<span id="cb8-8"><a href="#cb8-8"></a>    --output <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/regulons_pbmc_3k.csv"</span> \</span>
-<span id="cb8-9"><a href="#cb8-9"></a>    --num_workers 1                                                          </span>
-<span id="cb8-10"><a href="#cb8-10"></a></span>
-<span id="cb8-11"><a href="#cb8-11"></a><span class="co"># Arguments:</span></span>
-<span id="cb8-12"><a href="#cb8-12"></a>    <span class="co"># adjacency matrix output from grn</span></span>
-<span id="cb8-13"><a href="#cb8-13"></a>    <span class="co"># target rankings of motif enrichment within 10 kb of TSS</span></span>
-<span id="cb8-14"><a href="#cb8-14"></a>    <span class="co"># target rankings of motif enrichment within 500 bp upstream and 100 bp downstream of TSS</span></span>
-<span id="cb8-15"><a href="#cb8-15"></a>    <span class="co"># TF motif features</span></span>
-<span id="cb8-16"><a href="#cb8-16"></a>    <span class="co"># counts matrix loom file</span></span>
-<span id="cb8-17"><a href="#cb8-17"></a>    <span class="co"># enable multi-core processing</span></span>
-<span id="cb8-18"><a href="#cb8-18"></a>    <span class="co"># output file of learned TF regulons</span></span>
-<span id="cb8-19"><a href="#cb8-19"></a>    <span class="co"># number of CPU cores</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="aucell-calculate-tf-activity-scores">aucell: calculate TF activity scores<a class="anchor" aria-label="anchor" href="#aucell-calculate-tf-activity-scores"></a>
-</h3>
-<p>Enrichment of a regulon is measured as the Area Under the recovery Curve (AUC) of the genes that define this regulon.</p>
-<div class="sourceCode" id="cb9"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb9-1"><a href="#cb9-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic aucell \</span>
-<span id="cb9-2"><a href="#cb9-2"></a>    <span class="st">"pbmc3k_counts.loom"</span> \</span>
-<span id="cb9-3"><a href="#cb9-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/regulons_pbmc_3k.csv"</span> \</span>
-<span id="cb9-4"><a href="#cb9-4"></a>    -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/auc_pbmc_3k.csv"</span></span>
-<span id="cb9-5"><a href="#cb9-5"></a>    </span>
-<span id="cb9-6"><a href="#cb9-6"></a><span class="co"># Arguments:</span></span>
-<span id="cb9-7"><a href="#cb9-7"></a>    <span class="co"># counts matrix loom file</span></span>
-<span id="cb9-8"><a href="#cb9-8"></a>    <span class="co"># regulon table output from ctx</span></span>
-<span id="cb9-9"><a href="#cb9-9"></a>    <span class="co"># cell x TF matrix of TF enrichment AUC values</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="building-a-signaling-network-with-domino2">Building a Signaling Network with domino2<a class="anchor" aria-label="anchor" href="#building-a-signaling-network-with-domino2"></a>
-</h2>
-<div class="section level3">
-<h3 id="loading-scenic-results">Loading SCENIC Results<a class="anchor" aria-label="anchor" href="#loading-scenic-results"></a>
-</h3>
-<p>The TF activities are a required input for domino2, and the regulons learned by <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> are an important but optional input needed to annotate TF-target interactions and to prune TF-receptor linkages where the receptor is a target of the TF. This prevents the distinction of receptor expression driving TF activity or the TF inducing the receptor’s expression.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">scenic_dir</span>, <span class="st">"/regulons_pbmc_3k.csv"</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">auc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.table</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">scenic_dir</span>, <span class="st">"/auc_pbmc_3k.csv"</span><span class="op">)</span>, header <span class="op">=</span> <span class="cn">TRUE</span>, row.names <span class="op">=</span> <span class="fl">1</span>,</span>
-<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span>, sep <span class="op">=</span> <span class="st">","</span><span class="op">)</span></span></code></pre></div>
-<p>The initial regulons data frame read into R from the ctx function has 2 rows of column names that need to be replaced with one succinct description. domino2 has changed the input format for TF regulons to be a list storing vectors of target genes in each regulon, where the names of the list are the TF genes. This facilitates the use of alternative methods for TF activity quantification. We provide a helper function, <code><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic()</a></code> for easy retrieval of TF regulons from the output of the <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> ctx function.</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="va">regulons</span><span class="op">[</span><span class="op">-</span><span class="fl">1</span><span class="op">:</span><span class="op">-</span><span class="fl">2</span>, <span class="op">]</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"TF"</span>, <span class="st">"MotifID"</span>, <span class="st">"AUC"</span>, <span class="st">"NES"</span>, <span class="st">"MotifSimilarityQvalue"</span>, <span class="st">"OrthologousIdentity"</span>,</span>
-<span>    <span class="st">"Annotation"</span>, <span class="st">"Context"</span>, <span class="st">"TargetGenes"</span>, <span class="st">"RankAtMax"</span><span class="op">)</span></span>
-<span><span class="va">regulon_list</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic</a></span><span class="op">(</span>regulons <span class="op">=</span> <span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
-<p>Users should be aware that the AUC matrix from <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> is loaded in a cell x TF orientation and should be transposed to TF x cell orientation. pySCENIC also appends “(+)” to TF names that are converted to “…” upon loading into R. These characters can be included without affecting the results of domino2 analysis, but can be confusing when querying TF features in the data. We recommend comprehensive removal of the “…” characters using the <code><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub()</a></code> function.</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">auc_in</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/as.data.frame.html" class="external-link">as.data.frame</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="va">auc</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co"># Remove pattern '...' from the end of all rownames:</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub</a></span><span class="op">(</span><span class="st">"\\.\\.\\.$"</span>, <span class="st">""</span>, <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="load-cellphonedb-database">Load CellPhoneDB Database<a class="anchor" aria-label="anchor" href="#load-cellphonedb-database"></a>
-</h3>
-<p>domino2 has been updated to read ligand-receptor data bases in a uniform data.frame format referred to as a receptor-ligand map (rl_map) to enable the use of alternative or updated reference databases as opposed to a particular version of CellPhoneDB’s database in older versions of Domino. Each row corresponds to a ligand-receptor interaction. Genes participating in an interaction are referred to as “partner A” and “partner B” without a requirement for fixed ordering of whether A or B is the ligand and vice versa. The minimum required columns of this data frame are:</p>
-<ul>
-<li>int_pair: the names of the interacting ligand and receptor separated by " &amp; "</li>
-<li>gene_A: the gene or genes encoding partner A</li>
-<li>gene_B: the gene or genes encoding partner B</li>
-<li>type_A: (“L”, “R”) - indicates whether partner A is a ligand (“L”) or receptor (“R”)</li>
-<li>type_B: (“L”, “R”) - indicates whether partner B is a ligand (“L”) or receptor (“R”)</li>
-</ul>
-<p>Additional annotation columns can be provided such as name_A and name_B for ligands or receptors whose name in the interaction database does not match the names of their encoding genes. This formatting also allows for the consideration of ligand and receptor complexes comprised of a heteromeric combination of multiple proteins that must be co-expressed to function. In these cases, the “name_*” column shows the name of the protein complex, and the “gene_*” column shows the names of the genes encoding the components of the complex separated by commas “,”. When plotting results from the build domino object, the names of the interacting ligands and receptors will be used based on combinatorial expression of the complex components.</p>
-<p>To facilitate the use of this formatting with the CellPhoneDB database, we include a helper function, <code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>, that automatically parses files from the cellPhoneDB database to arrive at the rl_map format.</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/complex_input.csv"</span><span class="op">)</span>,</span>
-<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">genes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/gene_input.csv"</span><span class="op">)</span>,</span>
-<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">interactions</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/interaction_input.csv"</span><span class="op">)</span>,</span>
-<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">proteins</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/protein_input.csv"</span><span class="op">)</span>,</span>
-<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">rl_map</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb</a></span><span class="op">(</span>genes <span class="op">=</span> <span class="va">genes</span>, proteins <span class="op">=</span> <span class="va">proteins</span>, interactions <span class="op">=</span> <span class="va">interactions</span>,</span>
-<span>    complexes <span class="op">=</span> <span class="va">complexes</span>, database_name <span class="op">=</span> <span class="st">"CellPhoneDB_v4.0"</span>  <span class="co"># database version used</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="1%">
-<col width="21%">
-<col width="8%">
-<col width="7%">
-<col width="6%">
-<col width="3%">
-<col width="12%">
-<col width="5%">
-<col width="4%">
-<col width="3%">
-<col width="10%">
-<col width="8%">
-<col width="8%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="left">int_pair</th>
-<th align="left">name_A</th>
-<th align="left">uniprot_A</th>
-<th align="left">gene_A</th>
-<th align="left">type_A</th>
-<th align="left">name_B</th>
-<th align="left">uniprot_B</th>
-<th align="left">gene_B</th>
-<th align="left">type_B</th>
-<th align="left">annotation_strategy</th>
-<th align="left">source</th>
-<th align="left">database_name</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">4</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">5</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">6</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A1</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A1</td>
-<td align="left">P00352</td>
-<td align="left">ALDH1A1</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">7</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">8</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">9</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A1</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A1</td>
-<td align="left">P00352</td>
-<td align="left">ALDH1A1</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-</tbody>
-</table>
-<div class="section level4">
-<h4 id="optional-adding-interactions-manually">Optional: Adding interactions manually<a class="anchor" aria-label="anchor" href="#optional-adding-interactions-manually"></a>
-</h4>
-<p>The change to use rl_map formatting also enables users to manually append interactions of interest that are not included in the interaction database if need be. This can be attained by formatting the desired interactions as a data.frame with the same column headers as the rl_map and using the <code><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind()</a></code> function.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># Integrin complexes are not annotated as receptors in CellPhoneDB_v4.0</span></span>
-<span><span class="co"># collagen-integrin interactions between cells may be missed unless tables from</span></span>
-<span><span class="co"># the CellPhoneDB reference are edited or the interactions are manually added</span></span>
-<span></span>
-<span><span class="va">col_int_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>int_pair <span class="op">=</span> <span class="st">"a11b1 complex &amp; COLA1_HUMAN"</span>, name_A <span class="op">=</span> <span class="st">"a11b1 complex"</span>,</span>
-<span>    uniprot_A <span class="op">=</span> <span class="st">"P05556,Q9UKX5"</span>, gene_A <span class="op">=</span> <span class="st">"ITB1,ITA11"</span>, type_A <span class="op">=</span> <span class="st">"R"</span>, name_B <span class="op">=</span> <span class="st">"COLA1_HUMAN"</span>,</span>
-<span>    uniprot_B <span class="op">=</span> <span class="st">"P02452,P08123"</span>, gene_B <span class="op">=</span> <span class="st">"COL1A1,COL1A2"</span>, type_B <span class="op">=</span> <span class="st">"L"</span>, annotation_strategy <span class="op">=</span> <span class="st">"manual"</span>,</span>
-<span>    source <span class="op">=</span> <span class="st">"manual"</span>, database_name <span class="op">=</span> <span class="st">"manual"</span><span class="op">)</span></span>
-<span><span class="va">rl_map_append</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span><span class="va">col_int_df</span>, <span class="va">rl_map</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map_append</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="1%">
-<col width="20%">
-<col width="7%">
-<col width="6%">
-<col width="5%">
-<col width="3%">
-<col width="11%">
-<col width="6%">
-<col width="6%">
-<col width="3%">
-<col width="9%">
-<col width="8%">
-<col width="8%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="left">int_pair</th>
-<th align="left">name_A</th>
-<th align="left">uniprot_A</th>
-<th align="left">gene_A</th>
-<th align="left">type_A</th>
-<th align="left">name_B</th>
-<th align="left">uniprot_B</th>
-<th align="left">gene_B</th>
-<th align="left">type_B</th>
-<th align="left">annotation_strategy</th>
-<th align="left">source</th>
-<th align="left">database_name</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">1</td>
-<td align="left">a11b1 complex &amp; COLA1_HUMAN</td>
-<td align="left">a11b1 complex</td>
-<td align="left">P05556,Q9UKX5</td>
-<td align="left">ITB1,ITA11</td>
-<td align="left">R</td>
-<td align="left">COLA1_HUMAN</td>
-<td align="left">P02452,P08123</td>
-<td align="left">COL1A1,COL1A2</td>
-<td align="left">L</td>
-<td align="left">manual</td>
-<td align="left">manual</td>
-<td align="left">manual</td>
-</tr>
-<tr class="even">
-<td align="left">4</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">5</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">6</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A1</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A1</td>
-<td align="left">P00352</td>
-<td align="left">ALDH1A1</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">7</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">8</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-</tbody>
-</table>
-</div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="creating-the-domino-object">Creating the Domino Object<a class="anchor" aria-label="anchor" href="#creating-the-domino-object"></a>
-</h2>
-<p>domino2 analysis takes place in two steps.</p>
-<ol style="list-style-type: decimal">
-<li>
-<p><code><a href="../reference/create_domino.html">create_domino()</a></code></p>
-<ol style="list-style-type: lower-alpha">
-<li><p>initializes the domino result object</p></li>
-<li><p>assesses differential TF activity across cell clusters by wilcoxon rank-sum test</p></li>
-<li><p>establishes TF-receptor linkages based on Spearman correlation of TF activities with receptor expression across the queried data set.</p></li>
-</ol>
-</li>
-<li>
-<p><code><a href="../reference/build_domino.html">build_domino()</a></code></p>
-<ol style="list-style-type: lower-alpha">
-<li><p>sets the parameters for which TFs and receptors are called as active within a cell cluster</p></li>
-<li><p>aggregates the scaled expression of ligands capable of interacting with the active receptors for assessment of ligand type and cellular source triggering activation of a receptor.</p></li>
-</ol>
-</li>
-</ol>
-<div class="section level3">
-<h3 id="required-inputs-from-data-set">Required inputs from data set<a class="anchor" aria-label="anchor" href="#required-inputs-from-data-set"></a>
-</h3>
-<p>domino2 infers active receipt of signals via receptors based on the correlation of the receptor’s expression with TF activity across the data set and differential activity of the TF within a cell cluster. Correlations are conducted using scaled expression values rather than raw counts or normalized counts. For assessment of receptor activity on a per cell type basis, a named vector of cell cluster assignments, where the names are cell barcodes matching the expression matrix, are provided. Assessing signaling based on other categorical groupings of cells can be achieved by passing these groupings as “clusters” to <code><a href="../reference/build_domino.html">build_domino()</a></code> in place of cell types. domino2 accepts either a <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object with counts, scaled counts, and clusters included, or it requires a matrix of counts, a matrix of scaled counts, and a named vector of cell cluster labels as factors. Shown below is how to extract these elements from a <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object.</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu">GetAssayData</span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span>
-<span><span class="va">z_scores</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="fu">GetAssayData</span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"scale.data"</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">clusters</span> <span class="op">&lt;-</span> <span class="va">pbmc</span><span class="op">$</span><span class="va">cell_type</span></span></code></pre></div>
-<p>Note: Ligand and receptor expression can only be assessed for genes included in the z_scores matrix. Many scRNAseq analysis pipelines recommend storing only genes with high variance in scaled expression slots for these data objects, thereby missing many genes encoding ligands and receptors. <strong>Ensure that all your genes of interest are included in the rows of your z_scores matrix.</strong> Scaled expression was calculated for all genes in this PBMC data set after removal of genes expressed in less than 3 cells.</p>
-</div>
-<div class="section level3">
-<h3 id="create-domino-object">Create Domino object<a class="anchor" aria-label="anchor" href="#create-domino-object"></a>
-</h3>
-<p>At this point, the <code><a href="../reference/create_domino.html">create_domino()</a></code> function can be used to make the object. Parameters of note include “use_clusters” which is required to assess signaling between cell types rather than linkage of TFs and receptors broadly across the data set. “use_complexes” decides if receptors that function in heteromeric complexes will be considered in testing linkages between TFs and receptors. If TRUE, a receptor complex is only linked to a TF if a majority of the component genes meet the Spearman correlation threshold. “remove_rec_dropout” decides whether receptor values of 0 will be considered in correlation calculations; this measure is intended to reduce the effect of dropout on receptors with low expression.</p>
-<p>To run <code><a href="../reference/create_domino.html">create_domino()</a></code> with matrix and vector inputs:</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span>rl_map <span class="op">=</span> <span class="va">rl_map</span>, features <span class="op">=</span> <span class="va">auc_in</span>, counts <span class="op">=</span> <span class="va">counts</span>, z_scores <span class="op">=</span> <span class="va">z_scores</span>,</span>
-<span>    clusters <span class="op">=</span> <span class="va">clusters</span>, tf_targets <span class="op">=</span> <span class="va">regulon_list</span>, use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>    remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="co"># rl_map: receptor-ligand map data frame features: TF scores (AUC matrix)</span></span>
-<span><span class="co"># counts: counts matrix z_scores: scaled expression data clusters: named vector</span></span>
-<span><span class="co"># of cell cluster assignments tf_targets: list of TFs and their regulons</span></span>
-<span><span class="co"># use_clusters: assess receptor activation and ligand expression on a</span></span>
-<span><span class="co"># per-cluster basis use_complexes: include receptors and genes that function as</span></span>
-<span><span class="co"># a complex in results remove_rec_dropout: whether to remove zeroes from</span></span>
-<span><span class="co"># correlation calculations</span></span></code></pre></div>
-<p>The above results will be equivalent to using the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object directly. Note that inclusion of both the matrix inputs and the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object will prioritize the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span>rl_map <span class="op">=</span> <span class="va">rl_map</span>, features <span class="op">=</span> <span class="va">auc_in</span>, ser <span class="op">=</span> <span class="va">pbmc</span>, tf_targets <span class="op">=</span> <span class="va">regulon_list</span>,</span>
-<span>    use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-<p>For information on what is stored in a domino object and how to access it, please see our <a href="vignette(%22domino_object_vignette%22)">vignette on the structure of domino objects</a>.</p>
-</div>
-<div class="section level3">
-<h3 id="build-domino">Build Domino<a class="anchor" aria-label="anchor" href="#build-domino"></a>
-</h3>
-<p><code><a href="../reference/build_domino.html">build_domino()</a></code> finalizes the construction of the domino object by setting parameters for identifying TFs with differential activation between clusters, receptor linkage with TFs based on magnitude of positive correlation, and the minimum percentage of cells within a cluster that have expression of a receptor for the receptor to be called as active.</p>
-<p>There are also options for thresholds of the number of TFs that may be called active in a cluster and the number of receptors that may be linked to any one TF. For thresholds of <em>n</em> TFs and <em>m</em> receptors, the bottom <em>n</em> TFs by lowest p-values from the wilcoxon rank sum test and the top <em>m</em> receptors by Spearman correlation coefficient are chosen.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span>dom <span class="op">=</span> <span class="va">pbmc_dom</span>, min_tf_pval <span class="op">=</span> <span class="fl">0.001</span>, max_tf_per_clust <span class="op">=</span> <span class="fl">25</span>,</span>
-<span>    max_rec_per_tf <span class="op">=</span> <span class="fl">25</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span></span>
-<span><span class="co"># min_tf_pval: Threshold for p-value of DE for TFs rec_tf_cor_threshold:</span></span>
-<span><span class="co"># Minimum correlation between receptor and TF min_rec_percentage: Minimum</span></span>
-<span><span class="co"># percent of cells that must express receptor</span></span></code></pre></div>
-<p>Both of the thresholds for the number of receptors and TFs can be sent to infinity (Inf) to collect all receptors and TFs that meet statistical significance thresholds.</p>
-<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom_all</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span>dom <span class="op">=</span> <span class="va">pbmc_dom</span>, min_tf_pval <span class="op">=</span> <span class="fl">0.001</span>, max_tf_per_clust <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>    max_rec_per_tf <span class="op">=</span> <span class="cn">Inf</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="visualization-of-domino-results">Visualization of Domino Results<a class="anchor" aria-label="anchor" href="#visualization-of-domino-results"></a>
-</h2>
-<p>Multiple functions are available to visualize the intracellular networks between receptors and TFs and the ligand-receptor mediated intercellular networks between cell types.</p>
-<div class="section level3">
-<h3 id="summarize-tf-activity-and-linkage">Summarize TF Activity and Linkage<a class="anchor" aria-label="anchor" href="#summarize-tf-activity-and-linkage"></a>
-</h3>
-<p>Enrichment of TF activities by cell types can be visualized by <code><a href="../reference/feat_heatmap.html">feat_heatmap()</a></code> which plots data set-wide TF activity scores as a heatmap.</p>
-<div class="sourceCode" id="cb20"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span>, row_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="domino2_files/figure-html/unnamed-chunk-5-1.png" width="700"></p>
-</div>
-<div class="section level3">
-<h3 id="cumulative-signaling-between-cell-types">Cumulative signaling between cell types<a class="anchor" aria-label="anchor" href="#cumulative-signaling-between-cell-types"></a>
-</h3>
-<p>The cumulative degree of signaling between clusters is assessed as the sum of the scaled expression of ligands targeting active receptors on another cluster. This can be visualized in graph format using the <code><a href="../reference/signaling_network.html">signaling_network()</a></code> function. Nodes represent each cell cluster and edges scale with the magnitude of signaling between the clusters. The color of the edge corresponds to the sender cluster for that signal.</p>
-<div class="sourceCode" id="cb21"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, edge_weight <span class="op">=</span> <span class="fl">0.5</span>, max_thresh <span class="op">=</span> <span class="fl">3</span><span class="op">)</span></span></code></pre></div>
-<p><img src="domino2_files/figure-html/unnamed-chunk-6-1.png" width="700"></p>
-<p>Signaling networks can also be drawn with the edges only rendering the signals directed towards a given cell type or signals from one cell type directed to others. To see those options in use, as well as other plotting functions and their options, please see our <a href="vignette(%22plotting_vignette%22)">plotting vignette</a>.</p>
-</div>
-<div class="section level3">
-<h3 id="specific-signaling-interactions-between-clusters">Specific Signaling Interactions between Clusters<a class="anchor" aria-label="anchor" href="#specific-signaling-interactions-between-clusters"></a>
-</h3>
-<p>Beyond the aggregated degree of signaling between cell types, the degrees of signaling through specific ligand-receptor interactions can be assessed. <code><a href="../reference/gene_network.html">gene_network()</a></code> provides a graph of linkages between active TFs in a cluster, the linked receptors in that cluster, and the possible ligands of these active receptors.</p>
-<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, layout <span class="op">=</span> <span class="st">"grid"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="domino2_files/figure-html/unnamed-chunk-7-1.png" width="700"></p>
-<p>New to domino2, <code><a href="../reference/gene_network.html">gene_network()</a></code> can be used between two clusters to determine if any of the possible ligands for a given receptor are expressed by a putative outgoing signaling cluster.</p>
-<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>    layout <span class="op">=</span> <span class="st">"grid"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="domino2_files/figure-html/unnamed-chunk-8-1.png" width="700"></p>
-<p>A comprehensive assessment of ligand expression targeting active receptors on a given cluster can be assessed with <code><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code>.</p>
-<div class="sourceCode" id="cb24"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, rec_clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, max_thresh <span class="op">=</span> <span class="fl">2.5</span>,</span>
-<span>    use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="domino2_files/figure-html/unnamed-chunk-9-1.png" width="95%"></p>
-<p>Another form of comprehensive ligand expression assessment is available for individual active receptors in the form of circos plots new to domino2. The outer arcs correspond to clusters in the domino object with inner arcs representing each possible ligand of the plotted receptor. Arcs are drawn between ligands on a cell type and the receptor if the ligand is expressed above the specified threshold. Arc widths correspond to the mean express of the ligand by the cluster with the widest arc width scaling to the maximum expression of the ligand within the data.</p>
-<div class="sourceCode" id="cb25"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="domino2_files/figure-html/unnamed-chunk-10-1.png" width="90%"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h2>
-<p>Since domino2 is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, we have put together further information on <a href="vignette(%22plotting_vignette%22)">plotting</a> and the <a href="vignette(%22domino_object_vignette%22)">domino object structure</a> if you would like to explore more of the package’s functionality. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
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-</details>
-</div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside>
-</div>
-
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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-</div>
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-</html>
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diff --git a/docs/articles/domino_object_vignette.html b/docs/articles/domino_object_vignette.html
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Interacting with domino2 Objects</h1>
-            
-      
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/domino_object_vignette.Rmd" class="external-link"><code>vignettes/domino_object_vignette.Rmd</code></a></small>
-      <div class="d-none name"><code>domino_object_vignette.Rmd</code></div>
-    </div>
-
-    
-    
-<p>In order to better implement some of the changes that have been made in domino2, the structure of the domino object has been modified. Here, we describe the data that is stored in the domino object, as well as how best to access this data.</p>
-<div class="section level2">
-<h2 id="object-contents">Object contents<a class="anchor" aria-label="anchor" href="#object-contents"></a>
-</h2>
-<p>The contents of the <a href="%60domino-class%60">domino object class</a> include a few broad groups: - input data, such as the L-R database used, counts, and z-scores - calculations, such as correlations or differential expression results - linkages, which show connections between TFs, receptors, and ligands across the data set and within clusters - signaling matrices, which show expression of ligands signaling to active receptors in clusters (or a summary of overall signaling) - build information, which includes the parameters used to build the object in the <code><a href="../reference/build_domino.html">build_domino()</a></code> functions</p>
-<p>For commonly accessed information (the number of cells, clusters, and some build information), the show and print methods for domino objects can be used.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dom</span></span>
-<span><span class="co">#&gt; A domino object of 2700 cells</span></span>
-<span><span class="co">#&gt; Built with signaling between 9 clusters</span></span></code></pre></div>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; A domino object of 2700 cells</span></span>
-<span><span class="co">#&gt; Built with signaling between 9 clusters</span></span></code></pre></div>
-</div>
-<div class="section level2">
-<h2 id="access-functions">Access functions<a class="anchor" aria-label="anchor" href="#access-functions"></a>
-</h2>
-<p>In order to facilitate access to the information stored in the domino object, we have provided a collection of functions to retrieve specific items. These functions begin with “dom_” and can be listed using <code><a href="https://rdrr.io/r/base/ls.html" class="external-link">ls()</a></code>.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/ls.html" class="external-link">ls</a></span><span class="op">(</span><span class="st">"package:domino2"</span>, pattern <span class="op">=</span> <span class="st">"^dom_"</span><span class="op">)</span></span>
-<span><span class="co">#&gt;  [1] "dom_clusters"      "dom_correlations"  "dom_counts"       </span></span>
-<span><span class="co">#&gt;  [4] "dom_database"      "dom_de"            "dom_info"         </span></span>
-<span><span class="co">#&gt;  [7] "dom_linkages"      "dom_network_items" "dom_signaling"    </span></span>
-<span><span class="co">#&gt; [10] "dom_tf_activation" "dom_zscores"</span></span></code></pre></div>
-<div class="section level3">
-<h3 id="input-data">Input data<a class="anchor" aria-label="anchor" href="#input-data"></a>
-</h3>
-<p>When creating a domino object with the <code><a href="../reference/create_domino.html">create_domino()</a></code> function, several inputs are required which are then stored in the domino object itself. These include cluster labels, the counts matrix, z-scored counts matrix, transcription factor activation scores, and the R-L database used in <code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>.</p>
-<p>For example, to access the cluster names in the domino object:</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_clusters.html">dom_clusters</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "naive_CD4_T_cell"  "CD14_monocyte"     "memory_CD4_T_cell"</span></span>
-<span><span class="co">#&gt; [4] "B_cell"            "CD8_T_cell"        "CD16_monocyte"    </span></span>
-<span><span class="co">#&gt; [7] "NK_cell"           "dendritic_cell"    "platelet"</span></span></code></pre></div>
-<p>Setting an argument <code>labels = TRUE</code> will return the vector of cluster labels for each cell rather than the unique cluster names.</p>
-<p>To access the counts:</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">count_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_counts.html">dom_counts</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">count_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="14%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">AAACATACAACCAC-1</th>
-<th align="right">AAACATTGAGCTAC-1</th>
-<th align="right">AAACATTGATCAGC-1</th>
-<th align="right">AAACCGTGCTTCCG-1</th>
-<th align="right">AAACCGTGTATGCG-1</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">AL627309.1</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="even">
-<td align="left">AP006222.2</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="odd">
-<td align="left">RP11-206L10.2</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="even">
-<td align="left">RP11-206L10.9</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="odd">
-<td align="left">LINC00115</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-</tbody>
-</table>
-<p>Or z-scored counts:</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">z_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_zscores.html">dom_zscores</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">z_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
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-<colgroup>
-<col width="14%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">AAACATACAACCAC-1</th>
-<th align="right">AAACATTGAGCTAC-1</th>
-<th align="right">AAACATTGATCAGC-1</th>
-<th align="right">AAACCGTGCTTCCG-1</th>
-<th align="right">AAACCGTGTATGCG-1</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">AL627309.1</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-</tr>
-<tr class="even">
-<td align="left">AP006222.2</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-</tr>
-<tr class="odd">
-<td align="left">RP11-206L10.2</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-</tr>
-<tr class="even">
-<td align="left">RP11-206L10.9</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-</tr>
-<tr class="odd">
-<td align="left">LINC00115</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-</tr>
-</tbody>
-</table>
-<p>The transcription factor activation scores can be similarly accessed:</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">activation_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_tf_activation.html">dom_tf_activation</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">activation_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table style="width:100%;" class="table">
-<colgroup>
-<col width="7%">
-<col width="18%">
-<col width="18%">
-<col width="18%">
-<col width="18%">
-<col width="18%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">AAACATACAACCAC-1</th>
-<th align="right">AAACATTGAGCTAC-1</th>
-<th align="right">AAACATTGATCAGC-1</th>
-<th align="right">AAACCGTGCTTCCG-1</th>
-<th align="right">AAACCGTGTATGCG-1</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">ARID3A</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1825397</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">ARNTL</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0338921</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0276239</td>
-<td align="right">0.0131924</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF1</td>
-<td align="right">0.2017909</td>
-<td align="right">0.1039150</td>
-<td align="right">0.1261974</td>
-<td align="right">0.1303623</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">ATF2</td>
-<td align="right">0.0754373</td>
-<td align="right">0.0822400</td>
-<td align="right">0.1471088</td>
-<td align="right">0.0693635</td>
-<td align="right">0.0710641</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF3</td>
-<td align="right">0.0678526</td>
-<td align="right">0.0763180</td>
-<td align="right">0.0774797</td>
-<td align="right">0.1279762</td>
-<td align="right">0.0527818</td>
-</tr>
-</tbody>
-</table>
-<p>Information about the database referenced for ligand-receptor pairs and composition of protien complexes can be extracted from the <code><a href="../reference/dom_database.html">dom_database()</a></code> function. By default, the function returns the name(s) of the database(s) used:</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_database.html">dom_database</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "CellPhoneDB_v4.0"</span></span></code></pre></div>
-<p>If you would like to view the entire ligand-receptor map, set <code>name_only = FALSE</code>:</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">db_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_database.html">dom_database</a></span><span class="op">(</span><span class="va">dom</span>, name_only <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">db_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<thead><tr class="header">
-<th align="left">int_pair</th>
-<th align="left">name_A</th>
-<th align="left">uniprot_A</th>
-<th align="left">gene_A</th>
-<th align="left">type_A</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">FGF4 &amp; FGFR1</td>
-<td align="left">FGF4</td>
-<td align="left">P08620</td>
-<td align="left">FGF4</td>
-<td align="left">L</td>
-</tr>
-<tr class="even">
-<td align="left">ADORA3 &amp; ENTPD1</td>
-<td align="left">ADORA3</td>
-<td align="left">P0DMS8</td>
-<td align="left">ADORA3</td>
-<td align="left">R</td>
-</tr>
-<tr class="odd">
-<td align="left">EPHB3 &amp; EFNB1</td>
-<td align="left">EPHB3</td>
-<td align="left">P54753</td>
-<td align="left">EPHB3</td>
-<td align="left">R</td>
-</tr>
-<tr class="even">
-<td align="left">TNFSF18 &amp; TNFRSF18</td>
-<td align="left">TNFSF18</td>
-<td align="left">Q9UNG2</td>
-<td align="left">TNFSF18</td>
-<td align="left">L</td>
-</tr>
-<tr class="odd">
-<td align="left">EFNA1 &amp; EPHA1</td>
-<td align="left">EFNA1</td>
-<td align="left">P20827</td>
-<td align="left">EFNA1</td>
-<td align="left">L</td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section level3">
-<h3 id="calculations">Calculations<a class="anchor" aria-label="anchor" href="#calculations"></a>
-</h3>
-<p>Active transcription factors in each cluster are determined by conducting wilcoxon rank sum tests for each transcription factor where the transcription factor activity scores amongst all cells in a cluster are tested against the activity scores of all cells outside of the cluster. The p-values for the one-sided test for greater activity within the cluster compared to outside can be accessed with the <code><a href="../reference/dom_de.html">dom_de()</a></code> function.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">de_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_de.html">dom_de</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">de_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">naive_CD4_T_cell</th>
-<th align="right">CD14_monocyte</th>
-<th align="right">memory_CD4_T_cell</th>
-<th align="right">B_cell</th>
-<th align="right">CD8_T_cell</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">ARID3A</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.9999909</td>
-<td align="right">0.9999718</td>
-<td align="right">0.9999031</td>
-</tr>
-<tr class="even">
-<td align="left">ARNTL</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.3287915</td>
-<td align="right">1.0000000</td>
-<td align="right">0.8408834</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF1</td>
-<td align="right">0.0942821</td>
-<td align="right">0.7919584</td>
-<td align="right">0.0000000</td>
-<td align="right">0.9999999</td>
-<td align="right">0.8473444</td>
-</tr>
-<tr class="even">
-<td align="left">ATF2</td>
-<td align="right">0.0000002</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">1.0000000</td>
-<td align="right">0.6222360</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF3</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">1.0000000</td>
-<td align="right">1.0000000</td>
-<td align="right">1.0000000</td>
-</tr>
-</tbody>
-</table>
-<p>Linkage between receptors and transcription factors is assessed by Spearman correlation between transcription factor activity scores and scaled expression of receptor-encoding genes across all cells in the data set. Spearman coefficients can be accessed with the <code><a href="../reference/dom_correlations.html">dom_correlations()</a></code> function.</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cor_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_correlations.html">dom_correlations</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">cor_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">ARID3A</th>
-<th align="right">ARNTL</th>
-<th align="right">ATF1</th>
-<th align="right">ATF2</th>
-<th align="right">ATF3</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">FGFR1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">ADORA3</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">EPHB3</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">TNFRSF18</td>
-<td align="right">-0.0415026</td>
-<td align="right">0.0292465</td>
-<td align="right">0.0411616</td>
-<td align="right">0.0595802</td>
-<td align="right">-0.0560694</td>
-</tr>
-<tr class="odd">
-<td align="left">EPHA1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section level3">
-<h3 id="linkages">Linkages<a class="anchor" aria-label="anchor" href="#linkages"></a>
-</h3>
-<p>Linkages between ligands, receptors, and transcription factors can be accessed in several different ways, depending on the specific link and the scope desired. The <code><a href="../reference/dom_linkages.html">dom_linkages()</a></code> function has three arguments - the first, like all of our access functions, is for the domino object. The second, <code>link_type</code>, is used to specify which linkages are desired (options are complexes, receptor-ligand, tf-target, or tf-receptor). The third argument, <code>by_cluster</code>, determines whether the linkages returned are arranged by cluster (though this does change the available linkage types to tf-receptor, receptor, or incoming-ligand). For example, to access the complexes used across the dataset:</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">complex_links</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_linkages.html">dom_linkages</a></span><span class="op">(</span><span class="va">dom</span>, link_type <span class="op">=</span> <span class="st">"complexes"</span><span class="op">)</span></span>
-<span><span class="co"># Look for components of NODAL receptor complex</span></span>
-<span><span class="va">complex_links</span><span class="op">$</span><span class="va">NODAL_receptor</span></span>
-<span><span class="co">#&gt; [1] "ACVR1B"       "ACVR2B"       "TDGF1"        "character(0)"</span></span></code></pre></div>
-<p>To view incoming ligands to each cluster:</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">incoming_links</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_linkages.html">dom_linkages</a></span><span class="op">(</span><span class="va">dom</span>, link_type <span class="op">=</span> <span class="st">"incoming-ligand"</span>, by_cluster <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
-<span><span class="co"># Check incoming signals to dendritic cells</span></span>
-<span><span class="va">incoming_links</span><span class="op">$</span><span class="va">dendritic_cell</span></span>
-<span><span class="co">#&gt;  [1] "MIF"          "APP"          "COPA"         "CD99"         "CD1D"        </span></span>
-<span><span class="co">#&gt;  [6] "HLA-F"        "INS"          "ANXA1"        "CXCL9"        "BMP8B"       </span></span>
-<span><span class="co">#&gt; [11] "a4b1_complex" "aVb3_complex" "TG"           "CSF3"         "IL34"        </span></span>
-<span><span class="co">#&gt; [16] "CSF1"         "CSF2"         "TNF"          "GRN"          "LTA"         </span></span>
-<span><span class="co">#&gt; [21] "CTLA4"        "CD28"</span></span></code></pre></div>
-<p>If, for some reason, you find yourself in need of the entire linkage structure (not recommended), it can be accessed through its slot name; domino objects are S4 objects.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">all_linkages</span> <span class="op">&lt;-</span> <span class="fu">slot</span><span class="op">(</span><span class="va">dom</span>, <span class="st">"linkages"</span><span class="op">)</span></span>
-<span><span class="co"># Names of all sub-structures:</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">all_linkages</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "complexes"          "rec_lig"            "tf_targets"        </span></span>
-<span><span class="co">#&gt; [4] "clust_tf"           "tf_rec"             "clust_tf_rec"      </span></span>
-<span><span class="co">#&gt; [7] "clust_rec"          "clust_incoming_lig"</span></span></code></pre></div>
-<p>Alternately, to obtain a simplified list of receptors, ligands, and/or features in the domino object, use the <code><a href="../reference/dom_network_items.html">dom_network_items()</a></code> function. To pull all transcription factors associated with the dendritic cell cluster:</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dc_tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_network_items.html">dom_network_items</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"dendritic_cell"</span>, return <span class="op">=</span> <span class="st">"features"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">dc_tfs</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "ZNF189" "KLF12"  "ETV7"   "IRF8"   "KLF6"   "FOS"</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="signaling-matrices">Signaling Matrices<a class="anchor" aria-label="anchor" href="#signaling-matrices"></a>
-</h3>
-<p>The averaged z-scored expression of ligands and receptors between different clusters can be accessed in matrix form.</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">signal_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_signaling.html">dom_signaling</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">signal_matrix</span><span class="op">)</span></span></code></pre></div>
-<table style="width:100%;" class="table">
-<colgroup>
-<col width="13%">
-<col width="12%">
-<col width="10%">
-<col width="13%">
-<col width="6%">
-<col width="8%">
-<col width="10%">
-<col width="6%">
-<col width="11%">
-<col width="7%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">L_naive_CD4_T_cell</th>
-<th align="right">L_CD14_monocyte</th>
-<th align="right">L_memory_CD4_T_cell</th>
-<th align="right">L_B_cell</th>
-<th align="right">L_CD8_T_cell</th>
-<th align="right">L_CD16_monocyte</th>
-<th align="right">L_NK_cell</th>
-<th align="right">L_dendritic_cell</th>
-<th align="right">L_platelet</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">R_naive_CD4_T_cell</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1711738</td>
-<td align="right">0.1142025</td>
-<td align="right">0.1316175</td>
-<td align="right">0.2223212</td>
-<td align="right">0.2429505</td>
-<td align="right">0.000000</td>
-<td align="right">0.00000</td>
-</tr>
-<tr class="even">
-<td align="left">R_CD14_monocyte</td>
-<td align="right">0.9054293</td>
-<td align="right">2.2595922</td>
-<td align="right">1.8484199</td>
-<td align="right">0.4113900</td>
-<td align="right">1.2793445</td>
-<td align="right">1.6668345</td>
-<td align="right">2.0653175</td>
-<td align="right">4.629239</td>
-<td align="right">3.38459</td>
-</tr>
-<tr class="odd">
-<td align="left">R_memory_CD4_T_cell</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1711738</td>
-<td align="right">0.1142025</td>
-<td align="right">0.1316175</td>
-<td align="right">0.2223212</td>
-<td align="right">0.2429505</td>
-<td align="right">0.000000</td>
-<td align="right">0.00000</td>
-</tr>
-<tr class="even">
-<td align="left">R_B_cell</td>
-<td align="right">0.0513875</td>
-<td align="right">0.1920610</td>
-<td align="right">0.2819420</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2508179</td>
-<td align="right">0.1639465</td>
-<td align="right">1.052996</td>
-<td align="right">2.47526</td>
-</tr>
-<tr class="odd">
-<td align="left">R_CD8_T_cell</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1711738</td>
-<td align="right">0.1142025</td>
-<td align="right">0.1316175</td>
-<td align="right">0.2223212</td>
-<td align="right">0.2429505</td>
-<td align="right">0.000000</td>
-<td align="right">0.00000</td>
-</tr>
-<tr class="even">
-<td align="left">R_CD16_monocyte</td>
-<td align="right">0.9054293</td>
-<td align="right">2.2595922</td>
-<td align="right">1.8484199</td>
-<td align="right">0.4113900</td>
-<td align="right">1.2793445</td>
-<td align="right">1.6668345</td>
-<td align="right">2.0653175</td>
-<td align="right">4.629239</td>
-<td align="right">3.38459</td>
-</tr>
-<tr class="odd">
-<td align="left">R_NK_cell</td>
-<td align="right">0.1127173</td>
-<td align="right">1.5182660</td>
-<td align="right">0.6536131</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2272370</td>
-<td align="right">1.0199925</td>
-<td align="right">0.4168540</td>
-<td align="right">2.582174</td>
-<td align="right">2.47526</td>
-</tr>
-<tr class="even">
-<td align="left">R_dendritic_cell</td>
-<td align="right">0.2412594</td>
-<td align="right">2.2595922</td>
-<td align="right">1.4862873</td>
-<td align="right">0.0583676</td>
-<td align="right">1.2793445</td>
-<td align="right">1.0699215</td>
-<td align="right">2.0653175</td>
-<td align="right">4.629239</td>
-<td align="right">3.38459</td>
-</tr>
-<tr class="odd">
-<td align="left">R_platelet</td>
-<td align="right">0.4466970</td>
-<td align="right">0.7381964</td>
-<td align="right">0.5150958</td>
-<td align="right">0.4113900</td>
-<td align="right">0.3264903</td>
-<td align="right">1.0468853</td>
-<td align="right">0.5332812</td>
-<td align="right">2.317655</td>
-<td align="right">2.47526</td>
-</tr>
-</tbody>
-</table>
-<p>To view signaling to a specific cluster from the other clusters, set the <code>cluster</code> argument to the cluster name.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dc_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_signaling.html">dom_signaling</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"dendritic_cell"</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">dc_matrix</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="2%">
-<col width="12%">
-<col width="11%">
-<col width="12%">
-<col width="8%">
-<col width="10%">
-<col width="11%">
-<col width="9%">
-<col width="11%">
-<col width="9%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">dendritic_cell.L_naive_CD4_T_cell</th>
-<th align="right">dendritic_cell.L_CD14_monocyte</th>
-<th align="right">dendritic_cell.L_memory_CD4_T_cell</th>
-<th align="right">dendritic_cell.L_B_cell</th>
-<th align="right">dendritic_cell.L_CD8_T_cell</th>
-<th align="right">dendritic_cell.L_CD16_monocyte</th>
-<th align="right">dendritic_cell.L_NK_cell</th>
-<th align="right">dendritic_cell.L_dendritic_cell</th>
-<th align="right">dendritic_cell.L_platelet</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">MIF</td>
-<td align="right">0.0513875</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2283356</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1639465</td>
-<td align="right">0.3383730</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">APP</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0910785</td>
-<td align="right">0.0478541</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.5651886</td>
-<td align="right">2.0283841</td>
-</tr>
-<tr class="odd">
-<td align="left">COPA</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1009825</td>
-<td align="right">0.0057523</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2508179</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1494349</td>
-<td align="right">0.4468762</td>
-</tr>
-<tr class="even">
-<td align="left">CD99</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0249929</td>
-<td align="right">0.1941752</td>
-<td align="right">0.0000000</td>
-<td align="right">0.5222139</td>
-<td align="right">0.0000000</td>
-<td align="right">0.9530171</td>
-<td align="right">0.1656705</td>
-<td align="right">0.9093296</td>
-</tr>
-<tr class="odd">
-<td align="left">CD1D</td>
-<td align="right">0.0000000</td>
-<td align="right">0.5461355</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0583676</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1733057</td>
-<td align="right">0.0000000</td>
-<td align="right">1.2646585</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">HLA-F</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0133417</td>
-<td align="right">0.0000000</td>
-<td align="right">0.3264903</td>
-<td align="right">0.0258488</td>
-<td align="right">0.3693347</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">ANXA1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1618442</td>
-<td align="right">0.4100748</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2618538</td>
-<td align="right">0.0687405</td>
-<td align="right">0.5600050</td>
-<td align="right">0.6167362</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">CXCL9</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0083536</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">CSF1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0487887</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0043552</td>
-<td align="right">0.0090572</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">TNF</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0543116</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1574295</td>
-<td align="right">0.0589903</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0061102</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">GRN</td>
-<td align="right">0.0000000</td>
-<td align="right">1.3262050</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.4878632</td>
-<td align="right">0.0000000</td>
-<td align="right">1.5230676</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">LTA</td>
-<td align="right">0.0613298</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1746769</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0099570</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">CTLA4</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0638344</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">CD28</td>
-<td align="right">0.1285421</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2451419</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0113571</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section level3">
-<h3 id="build-information">Build information<a class="anchor" aria-label="anchor" href="#build-information"></a>
-</h3>
-<p>To keep track of the options set when running <code><a href="../reference/build_domino.html">build_domino()</a></code>, they are stored within the domino object itself. To view these options, use the <code><a href="../reference/dom_info.html">dom_info()</a></code> function.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_info.html">dom_info</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; $create</span></span>
-<span><span class="co">#&gt; [1] TRUE</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; $build</span></span>
-<span><span class="co">#&gt; [1] TRUE</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; $build_variables</span></span>
-<span><span class="co">#&gt;     max_tf_per_clust          min_tf_pval       max_rec_per_tf </span></span>
-<span><span class="co">#&gt;               25.000                0.001               25.000 </span></span>
-<span><span class="co">#&gt; rec_tf_cor_threshold   min_rec_percentage </span></span>
-<span><span class="co">#&gt;                0.250                0.100</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h2>
-<p>Since domino2 is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, we have put together further information on <a href="vignette(%22plotting_vignette%22)">plotting</a> and an example analysis can be viewed on our <a href="vignette(%22domino2%22)">Getting Started</a> page. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
-<details><p><summary>Vignette Build Information</summary> Date last built and session information:</p>
-<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "2023-12-20"</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; R version 4.2.1 (2022-06-23)</span></span>
-<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
-<span><span class="co">#&gt; Running under: Ubuntu 22.04.3 LTS</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; Matrix products: default</span></span>
-<span><span class="co">#&gt; BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0</span></span>
-<span><span class="co">#&gt; LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; locale:</span></span>
-<span><span class="co">#&gt;  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              </span></span>
-<span><span class="co">#&gt;  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    </span></span>
-<span><span class="co">#&gt;  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   </span></span>
-<span><span class="co">#&gt;  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 </span></span>
-<span><span class="co">#&gt;  [9] LC_ADDRESS=C               LC_TELEPHONE=C            </span></span>
-<span><span class="co">#&gt; [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       </span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; attached base packages:</span></span>
-<span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; other attached packages:</span></span>
-<span><span class="co">#&gt; [1] domino2_0.2.2</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
-<span><span class="co">#&gt;   [1] bitops_1.0-7           matrixStats_1.1.0      fs_1.6.3              </span></span>
-<span><span class="co">#&gt;   [4] bit64_4.0.5            filelock_1.0.2         doParallel_1.0.17     </span></span>
-<span><span class="co">#&gt;   [7] RColorBrewer_1.1-3     progress_1.2.2         httr_1.4.7            </span></span>
-<span><span class="co">#&gt;  [10] rprojroot_2.0.4        GenomeInfoDb_1.34.9    backports_1.4.1       </span></span>
-<span><span class="co">#&gt;  [13] tools_4.2.1            bslib_0.5.1            utf8_1.2.4            </span></span>
-<span><span class="co">#&gt;  [16] R6_2.5.1               DBI_1.1.3              BiocGenerics_0.44.0   </span></span>
-<span><span class="co">#&gt;  [19] colorspace_2.1-0       GetoptLong_1.0.5       tidyselect_1.2.0      </span></span>
-<span><span class="co">#&gt;  [22] prettyunits_1.2.0      bit_4.0.5              curl_5.1.0            </span></span>
-<span><span class="co">#&gt;  [25] compiler_4.2.1         textshaping_0.3.7      cli_3.6.1             </span></span>
-<span><span class="co">#&gt;  [28] Biobase_2.58.0         formatR_1.14           xml2_1.3.5            </span></span>
-<span><span class="co">#&gt;  [31] desc_1.4.2             sass_0.4.7             scales_1.3.0          </span></span>
-<span><span class="co">#&gt;  [34] rappdirs_0.3.3         pkgdown_2.0.7          systemfonts_1.0.5     </span></span>
-<span><span class="co">#&gt;  [37] stringr_1.5.1          digest_0.6.33          rmarkdown_2.25        </span></span>
-<span><span class="co">#&gt;  [40] XVector_0.38.0         pkgconfig_2.0.3        htmltools_0.5.7       </span></span>
-<span><span class="co">#&gt;  [43] dbplyr_2.4.0           fastmap_1.1.1          rlang_1.1.2           </span></span>
-<span><span class="co">#&gt;  [46] GlobalOptions_0.1.2    RSQLite_2.3.3          shape_1.4.6           </span></span>
-<span><span class="co">#&gt;  [49] jquerylib_0.1.4        generics_0.1.3         jsonlite_1.8.7        </span></span>
-<span><span class="co">#&gt;  [52] car_3.1-2              dplyr_1.1.4            RCurl_1.98-1.13       </span></span>
-<span><span class="co">#&gt;  [55] magrittr_2.0.3         GenomeInfoDbData_1.2.9 Matrix_1.6-3          </span></span>
-<span><span class="co">#&gt;  [58] munsell_0.5.0          Rcpp_1.0.11            S4Vectors_0.36.2      </span></span>
-<span><span class="co">#&gt;  [61] fansi_1.0.5            abind_1.4-5            lifecycle_1.0.4       </span></span>
-<span><span class="co">#&gt;  [64] stringi_1.8.2          yaml_2.3.7             carData_3.0-5         </span></span>
-<span><span class="co">#&gt;  [67] zlibbioc_1.44.0        plyr_1.8.9             BiocFileCache_2.6.1   </span></span>
-<span><span class="co">#&gt;  [70] grid_4.2.1             blob_1.2.4             parallel_4.2.1        </span></span>
-<span><span class="co">#&gt;  [73] crayon_1.5.2           lattice_0.22-5         Biostrings_2.66.0     </span></span>
-<span><span class="co">#&gt;  [76] circlize_0.4.15        hms_1.1.3              KEGGREST_1.38.0       </span></span>
-<span><span class="co">#&gt;  [79] knitr_1.45             ComplexHeatmap_2.14.0  pillar_1.9.0          </span></span>
-<span><span class="co">#&gt;  [82] igraph_1.5.1           ggpubr_0.6.0           rjson_0.2.21          </span></span>
-<span><span class="co">#&gt;  [85] ggsignif_0.6.4         codetools_0.2-19       biomaRt_2.54.1        </span></span>
-<span><span class="co">#&gt;  [88] stats4_4.2.1           XML_3.99-0.16          glue_1.6.2            </span></span>
-<span><span class="co">#&gt;  [91] evaluate_0.23          png_0.1-8              vctrs_0.6.4           </span></span>
-<span><span class="co">#&gt;  [94] foreach_1.5.2          tidyr_1.3.0            gtable_0.3.4          </span></span>
-<span><span class="co">#&gt;  [97] purrr_1.0.2            clue_0.3-65            ggplot2_3.4.4         </span></span>
-<span><span class="co">#&gt; [100] cachem_1.0.8           xfun_0.41              broom_1.0.5           </span></span>
-<span><span class="co">#&gt; [103] rstatix_0.7.2          ragg_1.2.6             tibble_3.2.1          </span></span>
-<span><span class="co">#&gt; [106] iterators_1.0.14       AnnotationDbi_1.60.2   memoise_2.0.1         </span></span>
-<span><span class="co">#&gt; [109] IRanges_2.32.0         cluster_2.1.4</span></span></code></pre></div>
-</details>
-</div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside>
-</div>
-
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
-
-    </footer>
-</div>
-
-  
-
-  
-
-  </body>
-</html>
diff --git a/docs/articles/domino_object_vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/domino_object_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
deleted file mode 100644
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--- a/docs/articles/domino_object_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
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diff --git a/docs/articles/figure/circos-1.png b/docs/articles/figure/circos-1.png
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-      <img src="../logo.svg" class="logo" alt=""><h1>Plotting Functions and Options</h1>
-            
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/plotting_vignette.Rmd" class="external-link"><code>vignettes/plotting_vignette.Rmd</code></a></small>
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-<p>In addition to the numerous plotting options available in the original <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Domino</a>, domino2 has added more functionality and new methods to improve visualization and interpretation of analysis results. Here, we will go over the different plotting functions available, as well as different options that can be utilized, and options for customization. We will be using the domino object (loaded as <code>dom</code>) from our example analysis in <a href="vignette(%22domino2%22)">Getting Started</a>.</p>
-<div class="section level2">
-<h2 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a>
-</h2>
-<div class="section level3">
-<h3 id="correlations-between-receptors-and-transcription-factors">Correlations between receptors and transcription factors<a class="anchor" aria-label="anchor" href="#correlations-between-receptors-and-transcription-factors"></a>
-</h3>
-<p><code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code> can be used to show the correlations calculated between receptors and transcription factors.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span>, column_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">8</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-1.png" width="700"></p>
-<p>In addition to displaying the scores for the correlations, this function can also be used to identify correlations above a certain value (using the <code>bool</code> and <code>bool_thresh</code> arguments) or to identify the combinations of receptors and transcription factors (TFs) that are connected (with argument <code>mark_connections</code>).</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-options-1.png" width="50%"><img src="plotting_vignette_files/figure-html/corheatmap-options-2.png" width="50%"></p>
-<p>If only a subset of receptors or transcription factors are of interest, a vector of either (or both) can be passed to the function.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">receptors</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CSF1R"</span>, <span class="st">"CSF3R"</span>, <span class="st">"CCR7"</span>, <span class="st">"FCER2"</span><span class="op">)</span></span>
-<span><span class="va">tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PAX5"</span>, <span class="st">"JUNB"</span>, <span class="st">"FOXJ3"</span>, <span class="st">"FOSB"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, feats <span class="op">=</span> <span class="va">tfs</span>, recs <span class="op">=</span> <span class="va">receptors</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-subset-1.png" width="700"></p>
-<p>The heatmap functions in domino2 are based on <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> and will also accept additional arguments meant for that function. For example, while an argument for clustering rows or columns of the heatmap is not explicitly stated, they can still be passed to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> through <code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code>.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, cluster_rows <span class="op">=</span> <span class="cn">FALSE</span>, cluster_columns <span class="op">=</span> <span class="cn">FALSE</span>, column_title <span class="op">=</span> <span class="st">"Heatmap Without Clustering"</span>,</span>
-<span>    column_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-ComplexHeatmap-args-1.png" width="700"></p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-transcription-factor-activation-scores">Heatmap of Transcription Factor Activation Scores<a class="anchor" aria-label="anchor" href="#heatmap-of-transcription-factor-activation-scores"></a>
-</h3>
-<p><code><a href="../reference/feat_heatmap.html">feat_heatmap()</a></code> is used to show the transcription factor activation for features in the signaling network.</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span>, row_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/featheatmap-1.png" width="700"></p>
-<p>It functions similarly to <code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code>, with arguments to select a specific vector of features, to use a boolean view with a threshold, and to pass other arguments to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>. Specific to this function though are arguments for setting the range of values to be visualized and one to choose whether or not to normalize the scores to the max value.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, min_thresh <span class="op">=</span> <span class="fl">0.1</span>, max_thresh <span class="op">=</span> <span class="fl">0.6</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>    use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/featheatmap-options-1.png" width="50%"><img src="plotting_vignette_files/figure-html/featheatmap-options-2.png" width="50%"></p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-incoming-signaling-for-a-cluster">Heatmap of Incoming Signaling for a Cluster<a class="anchor" aria-label="anchor" href="#heatmap-of-incoming-signaling-for-a-cluster"></a>
-</h3>
-<p><code><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> can be used to visualize the cluster average expression of the ligands capable of activating the TFs enriched in the cluster. For example, to view the incoming signaling of the CD8 T cells:</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/incoming-1.png" width="700"></p>
-<p>We can also select for specific clusters of interest that are signaling to the CD8 T cells. If we are only interested in viewing the monocyte signaling:</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span>, clusts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD14_monocyte"</span>, <span class="st">"CD16_monocyte"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/incoming-subset-1.png" width="700"></p>
-<p>As with our other heatmap functions, options are available for a minimum threshold, maximum threshold, whether to scale the values after thresholding, whether to normalize the matrix, and the ability to pass further arguments to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>.</p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-signaling-between-clusters">Heatmap of Signaling Between Clusters<a class="anchor" aria-label="anchor" href="#heatmap-of-signaling-between-clusters"></a>
-</h3>
-<p><code><a href="../reference/signaling_heatmap.html">signaling_heatmap()</a></code> makes a heatmap showing the signaling strength of ligands from each cluster to receptors of each cluster based on averaged expression.</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signaling-1.png" width="700"></p>
-<p>As with other functions, specific clusters can be selected, thresholds can be set, and normalization methods can be selected as well.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signaling-norm-1.png" width="50%"><img src="plotting_vignette_files/figure-html/signaling-norm-2.png" width="50%"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a>
-</h2>
-<div class="section level3">
-<h3 id="network-showing-l-r-tf-signaling-between-clusters">Network showing L-R-TF signaling between clusters<a class="anchor" aria-label="anchor" href="#network-showing-l-r-tf-signaling-between-clusters"></a>
-</h3>
-<p><code><a href="../reference/gene_network.html">gene_network()</a></code> makes a network plot to display signaling in selected clusters such that ligands, receptors and features associated with those clusters are displayed as nodes with edges as linkages. To look at signaling to the CD16 Monocytes from the CD14 Monocytes:</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/genenetwork-1.png" width="700"></p>
-<p>Options to modify this plot include adjusting scaling for the ligands and different layouts (some of which are more legible than others).</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>    lig_scale <span class="op">=</span> <span class="fl">25</span>, layout <span class="op">=</span> <span class="st">"sphere"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/genenetwork-options-1.png" width="700"></p>
-<p>Additionally, colors can be given for select genes (for example, to highlight a specific signaling path).</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>    cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>CD1D <span class="op">=</span> <span class="st">"violet"</span>, LILRB2 <span class="op">=</span> <span class="st">"violet"</span>, FOSB <span class="op">=</span> <span class="st">"violet"</span><span class="op">)</span>, lig_scale <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/genenetwork-cols-1.png" width="700"></p>
-</div>
-<div class="section level3">
-<h3 id="network-showing-interaction-strength-across-data">Network Showing Interaction Strength Across Data<a class="anchor" aria-label="anchor" href="#network-showing-interaction-strength-across-data"></a>
-</h3>
-<p><code><a href="../reference/signaling_network.html">signaling_network()</a></code> can be used to create a network plot such that nodes are clusters and the edges indicate signaling from one cluster to another.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signalingnet-1.png" width="700"></p>
-<p>In addition to changes such as scaling, thresholds, or layouts, this plot can be modified by selecting incoming or outgoing clusters (or both!). An example to view signaling from the CD14 Monocytes to other cluster:</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span>, showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>, scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>    norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>, edge_weight <span class="op">=</span> <span class="fl">2</span>, vert_scale <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signalingnet-clusts-1.png" width="700"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="other-types-of-plot">Other Types of Plot<a class="anchor" aria-label="anchor" href="#other-types-of-plot"></a>
-</h2>
-<div class="section level3">
-<h3 id="chord-diagrams-connecting-ligands-and-receptors">Chord Diagrams Connecting Ligands and Receptors<a class="anchor" aria-label="anchor" href="#chord-diagrams-connecting-ligands-and-receptors"></a>
-</h3>
-<p>A new addition to domino2, <code><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor()</a></code> creates a chord plot showing ligands that can activate a specific receptor, displaying mean cluster expression of the ligand with the width of the chord.</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/circos-1.png" width="90%"></p>
-<p>This function can be given cluster colors to match other plots you may make with your data. In addition, the plot can be adjusted by changing the threshold of ligand expression required for a linkage to be visualized or selecting clusters of interest.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cols</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>, <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>,</span>
-<span>    <span class="st">"hotpink"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_clusters.html">dom_clusters</a></span><span class="op">(</span><span class="va">dom</span>, labels <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/circos-opt-1.png" width="90%"></p>
-</div>
-<div class="section level3">
-<h3 id="scatter-plot-to-visualize-correlation">Scatter Plot to Visualize Correlation<a class="anchor" aria-label="anchor" href="#scatter-plot-to-visualize-correlation"></a>
-</h3>
-<p><code><a href="../reference/cor_scatter.html">cor_scatter()</a></code> can be used to plot each cell based on expression of the selected TF and receptor. This produces a scatter plot as well as a line of best fit to look at receptor-TF correlation.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_scatter.html">cor_scatter</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"FOSB"</span>, <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corscatter-1.png" width="700"></p>
-<p>Do keep in mind that there is an argument for <code>remove_rec_dropout</code> that should match the parameter that was used when the domino object was built. In this case, we did not use that build parameter, so we will leave the value in this argument as its default value of FALSE.</p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h2>
-<p>Since domino2 is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, to view an example analysis, see our <a href="vignette(%22domino2%22)">Getting Started</a> page, or see our <a href="vignette(%22domino_object_vignette%22)">domino object structure</a> page to get familiar with the object structure. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
-<details><p><summary>Vignette Build Information</summary> Date last built and session information:</p>
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-<span><span class="co">#&gt;  [58] scales_1.3.0           ragg_1.2.6             hms_1.1.3             </span></span>
-<span><span class="co">#&gt;  [61] parallel_4.2.1         RColorBrewer_1.1-3     ComplexHeatmap_2.14.0 </span></span>
-<span><span class="co">#&gt;  [64] yaml_2.3.7             curl_5.1.0             memoise_2.0.1         </span></span>
-<span><span class="co">#&gt;  [67] ggplot2_3.4.4          sass_0.4.7             biomaRt_2.54.1        </span></span>
-<span><span class="co">#&gt;  [70] stringi_1.8.2          RSQLite_2.3.3          highr_0.10            </span></span>
-<span><span class="co">#&gt;  [73] S4Vectors_0.36.2       desc_1.4.2             foreach_1.5.2         </span></span>
-<span><span class="co">#&gt;  [76] BiocGenerics_0.44.0    filelock_1.0.2         shape_1.4.6           </span></span>
-<span><span class="co">#&gt;  [79] GenomeInfoDb_1.34.9    rlang_1.1.2            pkgconfig_2.0.3       </span></span>
-<span><span class="co">#&gt;  [82] systemfonts_1.0.5      matrixStats_1.1.0      bitops_1.0-7          </span></span>
-<span><span class="co">#&gt;  [85] evaluate_0.23          lattice_0.22-5         purrr_1.0.2           </span></span>
-<span><span class="co">#&gt;  [88] labeling_0.4.3         bit_4.0.5              tidyselect_1.2.0      </span></span>
-<span><span class="co">#&gt;  [91] plyr_1.8.9             magrittr_2.0.3         R6_2.5.1              </span></span>
-<span><span class="co">#&gt;  [94] IRanges_2.32.0         magick_2.8.1           generics_0.1.3        </span></span>
-<span><span class="co">#&gt;  [97] DBI_1.1.3              pillar_1.9.0           withr_2.5.2           </span></span>
-<span><span class="co">#&gt; [100] mgcv_1.9-0             KEGGREST_1.38.0        abind_1.4-5           </span></span>
-<span><span class="co">#&gt; [103] RCurl_1.98-1.13        tibble_3.2.1           crayon_1.5.2          </span></span>
-<span><span class="co">#&gt; [106] car_3.1-2              utf8_1.2.4             BiocFileCache_2.6.1   </span></span>
-<span><span class="co">#&gt; [109] rmarkdown_2.25         GetoptLong_1.0.5       progress_1.2.2        </span></span>
-<span><span class="co">#&gt; [112] grid_4.2.1             blob_1.2.4             digest_0.6.33         </span></span>
-<span><span class="co">#&gt; [115] tidyr_1.3.0            textshaping_0.3.7      stats4_4.2.1          </span></span>
-<span><span class="co">#&gt; [118] munsell_0.5.0          bslib_0.5.1</span></span></code></pre></div>
-</details>
-</div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/articles/plotting_vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/plotting_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
deleted file mode 100644
index ca349fd6..00000000
--- a/docs/articles/plotting_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
+++ /dev/null
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-      <img src="../logo.svg" class="logo" alt=""><h1>Cell Cell Communication with Domino2: v0.2.1 Vignette</h1>
-                        <h4 data-toc-skip class="author">Jacob Mitchell</h4>
-            
-      
-      <small class="dont-index">Source: <a href="https://github.com/Elisseeff-Lab/domino/blob/HEAD/vignettes/vignette.Rmd" class="external-link"><code>vignettes/vignette.Rmd</code></a></small>
-      <div class="d-none name"><code>vignette.Rmd</code></div>
-    </div>
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-    
-<div class="section level2">
-<h2 id="introduction-to-using-domino2-for-cell-cell-communication-inference">Introduction to using Domino2 for cell-cell communication inference<a class="anchor" aria-label="anchor" href="#introduction-to-using-domino2-for-cell-cell-communication-inference"></a>
-</h2>
-<div class="section level3">
-<h3 id="preprocessing-scrnaseq-data">Preprocessing scRNAseq data<a class="anchor" aria-label="anchor" href="#preprocessing-scrnaseq-data"></a>
-</h3>
-<p>Domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation. This vignette is intended to demonstrate the basic pipeline for generating communication networks as a domino object using single cell RNA sequencing(scRNAseq) data.</p>
-<p>Analysis of cell-cell communication (CCC) with Domino2 often follows initial pre-processing and annotation of scRNAseq data. This vignette will demonstrate how to use Domino2 on the 10X Genomics Peripheral Blood Mononuclear Cells (PBMC) data set of 2,700 cells and processed following the <a href="https://satijalab.org/seurat/articles/pbmc3k_tutorial" class="external-link">Satija Lab’s Seurat tutorial</a>. The data can be downloaded <a href="https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz" class="external-link">here</a>.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># Preprocessing of PBMC 3K tutorial data set</span></span>
-<span><span class="va">pbmc.data</span> <span class="op">&lt;-</span> <span class="fu">Read10X</span><span class="op">(</span>data.dir <span class="op">=</span> <span class="st">"../data/pbmc3k_filtered_gene_bc_matrices"</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">CreateSeuratObject</span><span class="op">(</span>counts <span class="op">=</span> <span class="va">pbmc.data</span>, project <span class="op">=</span> <span class="st">"pbmc3k"</span>, min.cells <span class="op">=</span> <span class="fl">3</span>, min.features <span class="op">=</span> <span class="fl">200</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span><span class="op">[[</span><span class="st">"percent.mt"</span><span class="op">]</span><span class="op">]</span> <span class="op">&lt;-</span> <span class="fu">PercentageFeatureSet</span><span class="op">(</span><span class="va">pbmc</span>, pattern <span class="op">=</span> <span class="st">"^MT-"</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">NormalizeData</span><span class="op">(</span><span class="va">pbmc</span>, normalization.method <span class="op">=</span> <span class="st">"LogNormalize"</span>, scale.factor <span class="op">=</span> <span class="fl">10000</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">FindVariableFeatures</span><span class="op">(</span><span class="va">pbmc</span>, selection.method <span class="op">=</span> <span class="st">"vst"</span>, nfeatures <span class="op">=</span> <span class="fl">2000</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">ScaleData</span><span class="op">(</span><span class="va">pbmc</span>, features <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">RunPCA</span><span class="op">(</span><span class="va">pbmc</span>, features <span class="op">=</span> <span class="fu">VariableFeatures</span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">FindNeighbors</span><span class="op">(</span><span class="va">pbmc</span>, dims <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">FindClusters</span><span class="op">(</span><span class="va">pbmc</span>, resolution <span class="op">=</span> <span class="fl">0.5</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">RunUMAP</span><span class="op">(</span><span class="va">pbmc</span>, dims <span class="op">=</span> <span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">)</span></span>
-<span><span class="co"># Annotate clusters with cell phenotypes</span></span>
-<span><span class="va">cell_dict</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span>
-<span>  cluster <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span><span class="op">:</span><span class="fl">8</span><span class="op">)</span>,</span>
-<span>  cell_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"naive_CD4_T_cell"</span>, <span class="st">"CD14_monocyte"</span>, <span class="st">"memory_CD4_T_cell"</span>, <span class="st">"B_cell"</span>, <span class="st">"CD8_T_cell"</span>, <span class="st">"CD16_monocyte"</span>, <span class="st">"NK_cell"</span>, <span class="st">"dendritic_cell"</span>, <span class="st">"platelet"</span><span class="op">)</span></span>
-<span><span class="op">)</span></span>
-<span><span class="va">pbmc</span><span class="op">$</span><span class="va">cell_type</span> <span class="op">&lt;-</span> </span>
-<span>  <span class="fu">plyr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/plyr/man/mapvalues.html" class="external-link">mapvalues</a></span><span class="op">(</span></span>
-<span>    <span class="va">pbmc</span><span class="op">$</span><span class="va">seurat_clusters</span>,</span>
-<span>    from <span class="op">=</span> <span class="va">cell_dict</span><span class="op">$</span><span class="va">cluster</span>,</span>
-<span>    to <span class="op">=</span> <span class="va">cell_dict</span><span class="op">$</span><span class="va">cell_type</span></span>
-<span>  <span class="op">)</span></span></code></pre></div>
-<div class="section level4">
-<h4 id="saving-preprocessed-data">Saving Preprocessed Data:<a class="anchor" aria-label="anchor" href="#saving-preprocessed-data"></a>
-</h4>
-<p>Domino2 was designed to be compatible with <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> objects in addition to accepting matrices and vectors of the data set as function inputs. Therefore, it’s a good idea to save the processed <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object for further analysis. However, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used for transcription factor activation inference, and it requires as input a cell by gene matrix. This is the opposite orientation of <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> objects but is the default for Python based tools such as <a href="https://scanpy.readthedocs.io/en/stable/" class="external-link">scanpy</a>. Saving our data as a loom file using <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> will be helpful for that step and is therefore recommended as well.</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># save Seurat object as RDS</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">saveRDS</a></span><span class="op">(</span><span class="va">pbmc</span>, file <span class="op">=</span> <span class="st">"../data/pbmc3k_seurat.rds"</span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># save loom counts matrix</span></span>
-<span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="va">pbmc</span><span class="op">@</span><span class="va">assays</span><span class="op">$</span><span class="va">RNA</span><span class="op">@</span><span class="va">counts</span></span>
-<span><span class="va">pbmc_loom</span> <span class="op">&lt;-</span> <span class="fu">loomR</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/loomR/man/create.html" class="external-link">create</a></span><span class="op">(</span>filename <span class="op">=</span> <span class="st">"../data/pbmc3k_counts.loom"</span>, data <span class="op">=</span> <span class="va">pbmc_counts</span><span class="op">)</span></span>
-<span><span class="va">pbmc_loom</span><span class="op">$</span><span class="fu">close_all</span><span class="op">(</span><span class="op">)</span> <span class="co"># Remember to manually close connection to loom files!</span></span></code></pre></div>
-<p>The cell x gene counts matrix may also be saved as a tab-separated value (.tsv) file if <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> cannot be used on your computing resource, but be aware that dense formatting of a .tsv can lead to very large file sizes and slow processing for large data sets. We have provided the necessary code below, but due to the large file size, this .tsv file is not provided in our data directory.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="va">pbmc</span><span class="op">@</span><span class="va">assays</span><span class="op">$</span><span class="va">RNA</span><span class="op">@</span><span class="va">counts</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/write.table.html" class="external-link">write.table</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="va">pbmc_counts</span><span class="op">)</span><span class="op">)</span>, <span class="st">"../data/pbmc3k_counts.tsv"</span>, </span>
-<span>    sep <span class="op">=</span> <span class="st">"\t"</span>, col.names <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></span></code></pre></div>
-<p>If you would like to skip ahead to the rest of the analysis, the processed objects from these steps are available in the data directory of this package.</p>
-</div>
-</div>
-<div class="section level3">
-<h3 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
-</h3>
-<p>Domino2 is undergoing active development where aspects of how data is used, analyzed, and interpreted is subject to change as new features and fixes are implemented. v0.2.1 of Domino2 serves as the first stable development version during these active updates for reproducible usage of implemented fixes to handling of receptors and ligands that function in heteromeric complexes, consideration of receptor expression on a per-cluster basis for linkage to transcription factors, and reformatting of receptor-ligand database and transcription factor regulon inputs enabling Domino2 to use alternative data bases and transcription factor activity inference methods.</p>
-<p>This version is currently hosted on the <a href="https://github.com/FertigLab" class="external-link">FertigLab GitHub</a> as <a href="https://github.com/FertigLab/domino_development/tree/v0.2.1" class="external-link">branch v0.2.1</a> of the <a href="https://github.com/FertigLab/domino_development" class="external-link">domino_development repository</a> forked from the primary repository hosted on the <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Elisseeff-Lab GitHub</a>, and can be installed using the remotes package.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw">if</span><span class="op">(</span><span class="op">!</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="va"><a href="https://remotes.r-lib.org" class="external-link">remotes</a></span><span class="op">)</span><span class="op">)</span><span class="op">{</span></span>
-<span>    <span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">'remotes'</span><span class="op">)</span></span>
-<span><span class="op">}</span></span>
-<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">'FertigLab/domino_development@v0.2.1'</span><span class="op">)</span></span></code></pre></div>
-<div class="section level4">
-<h4 id="additional-downloads">Additional Downloads<a class="anchor" aria-label="anchor" href="#additional-downloads"></a>
-</h4>
-<p>For this tutorial, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used as the method for transcription factor activity inference and the assessment of ligand-receptor interactions is based on curated interactions from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB v4.0.0</a>. Each of these requires downloading some files prior to use in our analysis pipeline.</p>
-<div class="section level5">
-<h5 id="downloads-for-scenic">Downloads for SCENIC:<a class="anchor" aria-label="anchor" href="#downloads-for-scenic"></a>
-</h5>
-<p>A singularity image of SCENIC v0.12.1 can be installed from the DockerHub image as a source (example scripts for use with Docker are provided in the scenic_bash directory as well). SCENIC requires a list of transcription factors, motif annotations, and cisTarget motifs which are all available from the authors of SCENIC for human (HGNC), mouse (MGI), and fly. The following will download everything necessary for an analysis of a data set with HGNC gene labels for the hg38 genome.</p>
-<div class="sourceCode" id="cb5"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1"></a><span class="va">SCENIC_DIR=</span><span class="st">"scenic"</span></span>
-<span id="cb5-2"><a href="#cb5-2"></a><span class="fu">mkdir</span> <span class="va">${SCENIC_DIR}</span></span>
-<span id="cb5-3"><a href="#cb5-3"></a></span>
-<span id="cb5-4"><a href="#cb5-4"></a><span class="co"># Build singularity image</span></span>
-<span id="cb5-5"><a href="#cb5-5"></a><span class="ex">singularity</span> build <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> docker://aertslab/pyscenic:0.12.1</span>
-<span id="cb5-6"><a href="#cb5-6"></a></span>
-<span id="cb5-7"><a href="#cb5-7"></a><span class="co"># Matrix containing motifs as rows and genes as columns and ranking position for each gene and motif (based on CRM scores) as values</span></span>
-<span id="cb5-8"><a href="#cb5-8"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/old/homo_sapiens/hg38/refseq_r80/mc9nr/gene_based/hg38__refseq-r80__10kb_up_and_down_tss.mc9nr.feather"</span> \</span>
-<span id="cb5-9"><a href="#cb5-9"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38__refseq-r80__10kb_up_and_down_tss.mc9nr.feather"</span></span>
-<span id="cb5-10"><a href="#cb5-10"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/old/homo_sapiens/hg38/refseq_r80/mc9nr/gene_based/hg38__refseq-r80__500bp_up_and_100bp_down_tss.mc9nr.feather"</span> \</span>
-<span id="cb5-11"><a href="#cb5-11"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38__refseq-r80__500bp_up_and_100bp_down_tss.mc9nr.feather"</span></span>
-<span id="cb5-12"><a href="#cb5-12"></a><span class="co"># List of genes encoding transcription factors in the HG38 reference genome</span></span>
-<span id="cb5-13"><a href="#cb5-13"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/tf_lists/allTFs_hg38.txt"</span> \</span>
-<span id="cb5-14"><a href="#cb5-14"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span></span>
-<span id="cb5-15"><a href="#cb5-15"></a><span class="co"># Motif annotations based on the 2017 cisTarget motif collection. Use these files if you are using the mc9nr databases.</span></span>
-<span id="cb5-16"><a href="#cb5-16"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> \</span>
-<span id="cb5-17"><a href="#cb5-17"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span></span></code></pre></div>
-</div>
-<div class="section level5">
-<h5 id="downloads-for-cellphonedb">Downloads for CellPhoneDB:<a class="anchor" aria-label="anchor" href="#downloads-for-cellphonedb"></a>
-</h5>
-<p>Database files from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB v4.0.0</a> for human scRNA-seq data can be installed from a public github repository from the Tiechmann Group that developed CellPhoneDB.</p>
-<div class="sourceCode" id="cb6"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1"></a><span class="va">CELLPHONE_DIR=</span><span class="st">"cellphonedb"</span></span>
-<span id="cb6-2"><a href="#cb6-2"></a><span class="fu">mkdir</span> <span class="va">${CELLPHONE_DIR}</span></span>
-<span id="cb6-3"><a href="#cb6-3"></a></span>
-<span id="cb6-4"><a href="#cb6-4"></a><span class="co"># Annotation of protein complexes</span></span>
-<span id="cb6-5"><a href="#cb6-5"></a><span class="ex">curl</span> <span class="st">"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/complex_input.csv"</span> \</span>
-<span id="cb6-6"><a href="#cb6-6"></a>  -o <span class="st">"</span><span class="va">${CELLPHONE_DIR}</span><span class="st">/complex_input.csv"</span></span>
-<span id="cb6-7"><a href="#cb6-7"></a><span class="co"># Annotation of genes encoding database proteins</span></span>
-<span id="cb6-8"><a href="#cb6-8"></a><span class="ex">curl</span> <span class="st">"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/gene_input.csv"</span> \</span>
-<span id="cb6-9"><a href="#cb6-9"></a>  -o <span class="st">"</span><span class="va">${CELLPHONE_DIR}</span><span class="st">/gene_input.csv"</span></span>
-<span id="cb6-10"><a href="#cb6-10"></a><span class="co"># Annotated protein interactions</span></span>
-<span id="cb6-11"><a href="#cb6-11"></a><span class="ex">curl</span> <span class="st">"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/interaction_input.csv"</span> \</span>
-<span id="cb6-12"><a href="#cb6-12"></a>  -o <span class="st">"</span><span class="va">${CELLPHONE_DIR}</span><span class="st">/interaction_input.csv"</span></span>
-<span id="cb6-13"><a href="#cb6-13"></a><span class="co"># Annotated protein features</span></span>
-<span id="cb6-14"><a href="#cb6-14"></a><span class="ex">curl</span> <span class="st">"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/protein_input.csv"</span> \</span>
-<span id="cb6-15"><a href="#cb6-15"></a>  -o <span class="st">"</span><span class="va">${CELLPHONE_DIR}</span><span class="st">/protein_input.csv"</span></span></code></pre></div>
-</div>
-</div>
-</div>
-<div class="section level3">
-<h3 id="scenic-analysis">SCENIC Analysis<a class="anchor" aria-label="anchor" href="#scenic-analysis"></a>
-</h3>
-<p>SCENIC is our lab’s preferred software for transcription factor activity scoring. We recommend using the Python implementation (pySCENIC) as it is faster than the original R implementation. Be aware, the use of SCENIC is often the slowest and most memory intensive step of this analysis pipeline. SCENIC should be run on computing resources with access to multi-core processing and large amounts of memory.</p>
-<p>As described in the section on saving preprocessed data, SCENIC requires RNA counts to be provided in a cell by gene matrix format, so we will be using the pbmc3k_counts.loom file in this stage of analysis.</p>
-<p>pySCENIC is initiated using bash scripting in the terminal. The analysis consists of 3 steps to score genes for transcription factor motif enrichment, construct transcription factor regulons consisting of genes targeted by the transcription factors, and arrive at AUC scores for enrichment of regulon gene transcription within each cell.</p>
-<div class="section level4">
-<h4 id="grn-construct-tf-modules">grn: construct TF-modules<a class="anchor" aria-label="anchor" href="#grn-construct-tf-modules"></a>
-</h4>
-<p>Co-expression modules are used to quantify gene-transciption factor adjacencies.</p>
-<div class="sourceCode" id="cb7"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic grn \</span>
-<span id="cb7-2"><a href="#cb7-2"></a>    <span class="st">"../data/pbmc3k_counts.loom"</span> <span class="dt">\ </span>        <span class="co"># path to the loom file</span></span>
-<span id="cb7-3"><a href="#cb7-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span> <span class="ex">\ </span>                       <span class="co"># list of transcription factors </span></span>
-<span id="cb7-4"><a href="#cb7-4"></a>    <span class="ex">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj.tsv"</span> <span class="dt">\ </span>                       <span class="co"># output directory for the adjacency matrix</span></span>
-<span id="cb7-5"><a href="#cb7-5"></a>    <span class="ex">--num_workers</span> 6 <span class="dt">\ </span>                                <span class="co"># number of CPUs to use if multi-core processing is available</span></span>
-<span id="cb7-6"><a href="#cb7-6"></a>    <span class="ex">--set_seed</span> 123                                    <span class="co"># specify a random seed for reproducibility</span></span></code></pre></div>
-</div>
-<div class="section level4">
-<h4 id="ctx-construct-tf-regulons-with-pruning-based-on-tf-motiff-enrichment">ctx: construct TF regulons with pruning based on TF motiff enrichment<a class="anchor" aria-label="anchor" href="#ctx-construct-tf-regulons-with-pruning-based-on-tf-motiff-enrichment"></a>
-</h4>
-<p>The rankings of genes based on enrichment of transcription factor motiffs to the transcription start site (TSS) are considered in the construction of regulons, where target genes in the TF-modules are removed if they lack motifs proximal to the TSS where the transcription factor may bind.</p>
-<div class="sourceCode" id="cb8"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb8-1"><a href="#cb8-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic ctx \</span>
-<span id="cb8-2"><a href="#cb8-2"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj.tsv"</span> <span class="dt">\ </span>                                                  <span class="co"># adjacency matrix output from grn</span></span>
-<span id="cb8-3"><a href="#cb8-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38__refseq-r80__10kb_up_and_down_tss.mc9nr.feather"</span> <span class="ex">\ </span>          <span class="co"># target rankings of motif enrichment within 10 kb of TSS</span></span>
-<span id="cb8-4"><a href="#cb8-4"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38__refseq-r80__500bp_up_and_100bp_down_tss.mc9nr.feather"</span> <span class="ex">\ </span>   <span class="co"># target rankings of motif enrichment within 500 bp upstream and 100 bp downstream of TSS</span></span>
-<span id="cb8-5"><a href="#cb8-5"></a>    <span class="ex">--annotations_fname</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> <span class="dt">\ </span>         <span class="co"># TF motif features</span></span>
-<span id="cb8-6"><a href="#cb8-6"></a>    <span class="ex">--expression_mtx_fname</span> <span class="st">"../data/pbmc3k_counts.loom"</span> <span class="dt">\ </span>         <span class="co"># counts matrix loom file</span></span>
-<span id="cb8-7"><a href="#cb8-7"></a>    <span class="ex">--mode</span> <span class="st">"dask_multiprocessing"</span> <span class="dt">\ </span>                                          <span class="co"># enable multi-core processing</span></span>
-<span id="cb8-8"><a href="#cb8-8"></a>    <span class="ex">--output</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_regulons.csv"</span> <span class="dt">\ </span>                                    <span class="co"># output file of learned TF regulons</span></span>
-<span id="cb8-9"><a href="#cb8-9"></a>    <span class="ex">--num_workers</span> 6                                                           <span class="co"># number of CPU cores</span></span></code></pre></div>
-</div>
-<div class="section level4">
-<h4 id="aucell-calculate-tf-activity-scores">aucell: calculate TF activity scores<a class="anchor" aria-label="anchor" href="#aucell-calculate-tf-activity-scores"></a>
-</h4>
-<p>Enrichment of a regulon is measured as the Area Under the recovery Curve (AUC) of the genes that define this regulon.</p>
-<div class="sourceCode" id="cb9"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb9-1"><a href="#cb9-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic aucell \</span>
-<span id="cb9-2"><a href="#cb9-2"></a>    <span class="st">"../data/pbmc3k_counts.loom"</span> <span class="dt">\ </span>  <span class="co"># counts matrix loom file</span></span>
-<span id="cb9-3"><a href="#cb9-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_regulons.csv"</span> <span class="ex">\ </span>               <span class="co"># regulon table output from ctx</span></span>
-<span id="cb9-4"><a href="#cb9-4"></a>    <span class="ex">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_auc.csv"</span>                    <span class="co"># cell x TF matrix of TF enrichment AUC values</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level3">
-<h3 id="building-a-signaling-network-with-domino2">Building a Signaling Network with Domino2<a class="anchor" aria-label="anchor" href="#building-a-signaling-network-with-domino2"></a>
-</h3>
-<div class="section level4">
-<h4 id="loading-scenic-results">Loading SCENIC Results<a class="anchor" aria-label="anchor" href="#loading-scenic-results"></a>
-</h4>
-<p>The transcription factor activities are a required input for Domino2, and the regulons learned by SCENIC are an important but optional input needed to annotate transcription factor-target interactions and to prune transcription factor-receptor linkages where the receptor is a target of the transcription factor. This prevents the distinction of receptor expression driving transcription factor activity or the transcription factor inducing the receptor’s expression.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">scenic_dir</span> <span class="op">=</span> <span class="st">"scenic/"</span></span>
-<span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">scenic_dir</span>, <span class="st">"/pbmc_regulons.csv"</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">auc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.table</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">scenic_dir</span>, <span class="st">"scenic/pbmc_auc.csv"</span><span class="op">)</span>,</span>
-<span>                  header <span class="op">=</span> <span class="cn">TRUE</span>, row.names <span class="op">=</span> <span class="fl">1</span>,</span>
-<span>                  stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span>, sep <span class="op">=</span> <span class="st">","</span><span class="op">)</span></span></code></pre></div>
-<p>The initial regulons data frame read into R from the ctx function has 2 rows of column names that need to be replaced with one succinct description. Domino2 has changed the input format for transcription factor regulons to be a list storing vectors of target genes in each regulon, where the names of the list are the transcription factor genes. This facilitates the use of alternative methods for transcription factor activity quantification methods. We provide a helper function for easy retreival of transcription factor regulons from the output of the pySCENIC ctx function.</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="va">regulons</span><span class="op">[</span><span class="op">-</span><span class="fl">1</span><span class="op">:</span><span class="op">-</span><span class="fl">2</span>,<span class="op">]</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"TF"</span>, <span class="st">"MotifID"</span>, <span class="st">"AUC"</span>, <span class="st">"NES"</span>, <span class="st">"MotifSimilarityQvalue"</span>, <span class="st">"OrthologousIdentity"</span>, <span class="st">"Annotation"</span>, <span class="st">"Context"</span>, <span class="st">"TargetGenes"</span>, <span class="st">"RankAtMax"</span><span class="op">)</span></span>
-<span><span class="va">regulon_list</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic</a></span><span class="op">(</span>regulons <span class="op">=</span> <span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
-<p>Users should be aware that the AUC matrix from SCENIC is loaded in a cell x transcription factor orientation and should be transposed to transcription factor x cell orientation. pySCENIC also appends “(+)” to transcription factor names that are converted to “…” upon loading into R. These characters can be included without affecting the results of Domino2 analysis, but can be confusing when querying transcription factor features in the data. We recommend comprehensive removal of the “…” characters using the gsub() function.</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">auc_in</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/as.data.frame.html" class="external-link">as.data.frame</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="va">auc</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub</a></span><span class="op">(</span><span class="st">"\\.\\.\\.$"</span>, <span class="st">""</span>, <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span><span class="op">)</span> <span class="co"># remove pattern "..." from the end of all rownames</span></span></code></pre></div>
-</div>
-<div class="section level4">
-<h4 id="load-cellphonedb-database">Load CellPhoneDB Database<a class="anchor" aria-label="anchor" href="#load-cellphonedb-database"></a>
-</h4>
-<p>Domino2 has been updated to read ligand-receptor data bases in a uniform data.frame format referred to as a receptor-ligand map (rl_map) to enable the use of alternative or updated reference databases as oppossed to a particular version of CellPhoneDB’s database in older versions of Domino. Each row corresponds to a ligand-receptor interaction. Genes participating in an interaction are referred to as “partner A” and “partner B” without a requirement for fixed ordering of whether A or B is the ligand and vice versa. The minimum required columns of this data frame are:</p>
-<ul>
-<li>int_pair: the names of the interacting ligand and receptor seperated by " &amp; "</li>
-<li>gene_A: the gene or genes encoding partner A</li>
-<li>gene_B: the gene or genes encoding partner B</li>
-<li>type_A: (“L”, “R”) whether partner A is a ligand (“L”) or receptor (“R”)</li>
-<li>type_B: (“L”, “R”) whether partner B is a ligand (“L”) or receptor (“R”)</li>
-</ul>
-<p>Additional annotation columns can be provided such as name_A and name_B for ligands or receptors whose name in the interaction database does not match the names of their encoding genes. This formatting also allows for the consideration of ligand and receptor complexes comprised of a heteromeric combination of multiple proteins that must be coexpressed to function. In these cases, the “name_*” column shows the name of the protein complex, and the “gene_*” column shows the names of the genes encoding the components of the complex separated by commas “,”. When plotting results from the build domino object, the names of the interacting ligands and receptors will be used based on combinatorial expression of the complex components.</p>
-<p>To facilitate the use of this formatting with the CellPhoneDB database, we include a helper function that automatically parses files from the cellPhoneDB database to arrive at the rl_map format.</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cellphonedb_2_path</span> <span class="op">&lt;-</span> <span class="st">"cellphonedb"</span></span>
-<span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphonedb_2_path</span>, <span class="st">"/complex_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">genes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphonedb_2_path</span>, <span class="st">"/gene_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">interactions</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphonedb_2_path</span>, <span class="st">"/interaction_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">proteins</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphonedb_2_path</span>, <span class="st">"/protein_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">rl_map</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb</a></span><span class="op">(</span></span>
-<span>  genes <span class="op">=</span> <span class="va">genes</span>, </span>
-<span>  proteins <span class="op">=</span> <span class="va">proteins</span>, </span>
-<span>  interactions <span class="op">=</span> <span class="va">interactions</span>,</span>
-<span>  complexes <span class="op">=</span> <span class="va">complexes</span>,</span>
-<span>  database_name <span class="op">=</span> <span class="st">"CellPhoneDB_v4.0"</span> <span class="co"># includes database version used</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<div class="section level5">
-<h5 id="optional-adding-interactions-manually">Optional: Adding interactions manually<a class="anchor" aria-label="anchor" href="#optional-adding-interactions-manually"></a>
-</h5>
-<p>The change to use rl_map formatting also enables users to manually append interactions of interest that are not included in the interaction database if need be. This can be attained by formatting the desired interactions as a data.frame with the same column headers as the rl_map and using the rbind() function.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># Integrin complexes are not annotated as receptors in CellPhoneDB_v4.0</span></span>
-<span><span class="co"># collagen-integrin interactions between cells may be missed unless tables from the CellPhoneDB reference are edited or the interactions are manually added</span></span>
-<span></span>
-<span><span class="va">col_int_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span>
-<span>  <span class="st">"int_pair"</span> <span class="op">=</span> <span class="st">"a11b1 complex &amp; COLA1_HUMAN"</span>,</span>
-<span>  <span class="st">"name_A"</span> <span class="op">=</span> <span class="st">"a11b1 complex"</span>, <span class="st">"uniprot_A"</span> <span class="op">=</span> <span class="st">"P05556,Q9UKX5"</span>, <span class="st">"gene_A"</span> <span class="op">=</span> <span class="st">"ITB1,ITA11"</span>, <span class="st">"type_A"</span> <span class="op">=</span> <span class="st">"R"</span>,</span>
-<span>  <span class="st">"name_B"</span> <span class="op">=</span> <span class="st">"COLA1_HUMAN"</span>, <span class="st">"uniprot_B"</span> <span class="op">=</span> <span class="st">"P02452,P08123"</span>, <span class="st">"gene_B"</span> <span class="op">=</span> <span class="st">"COL1A1,COL1A2"</span>, <span class="st">"type_B"</span> <span class="op">=</span> <span class="st">"L"</span>,</span>
-<span>  <span class="st">"annotation_strategy"</span> <span class="op">=</span> <span class="st">"manual"</span>, <span class="st">"source"</span> <span class="op">=</span> <span class="st">"manual"</span>, <span class="st">"database_name"</span> <span class="op">=</span> <span class="st">"manual"</span></span>
-<span><span class="op">)</span></span>
-<span><span class="va">rl_map_append</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span><span class="va">col_int_df</span>, <span class="va">rl_map</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map_append</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-</div>
-<div class="section level3">
-<h3 id="creating-the-domino-object">Creating the Domino Object<a class="anchor" aria-label="anchor" href="#creating-the-domino-object"></a>
-</h3>
-<p>Domino2 analysis takes place in two steps. 1. create_domino() a. initializes the domino result object b. assesses differential transcription factor activity across cell clusters by wilcoxon rank-sum test c. establishes transcription factor-receptor linkages based on Spearman correlation of transcription factor activities with receptor expression across the queried data set. 2. build_domino() a. sets the parameters for which transcription factors and receptors are called as active within a cell cluster b. aggregates the scaled expression of ligands capable of interacting with the active receptors for assessment of ligand type and cellular source triggering activation of a receptor.</p>
-<div class="section level4">
-<h4 id="required-inputs-from-data-set">Required inputs from data set<a class="anchor" aria-label="anchor" href="#required-inputs-from-data-set"></a>
-</h4>
-<p>Domino2 infers active receipt of signals via receptors based on the correlation of the receptor’s expression with transcription factor activity across the data set and differential activity of the transcription factor within a cell cluster. Correlations are conducted using scaled expression values rather than raw counts or normalized counts. For assessment of receptor activity on a per cell type basis, a named vector of cell cluster assignments, where the names are cell barcodes matching the expression matrix, are provided. Assessing signaling based on other categorical groupings of cells can be acheived by passing these groupings as “clusters” to build_domino() in place of cell types. Domino2 accepts either a <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object with counts, scaled counts, and clusters included, or it requires a matrix of counts, a matrix of scaled counts, and a named vector of cell cluster labels as factors. Shown below is how to extract these elements from a <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object.</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="va">pbmc</span><span class="op">@</span><span class="va">assays</span><span class="op">$</span><span class="va">RNA</span><span class="op">@</span><span class="va">counts</span></span>
-<span><span class="va">z_scores</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">@</span><span class="va">assays</span><span class="op">$</span><span class="va">RNA</span><span class="op">@</span><span class="va">scale.data</span><span class="op">)</span></span>
-<span><span class="va">clusters</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">as.factor</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">$</span><span class="va">cell_type</span><span class="op">)</span></span></code></pre></div>
-<p>Note: Ligand and receptor expression can only be assessed for genes included in the z_scores matrix. Many scRNA-seq analysis pipelines recommend storing only genes with high variance in scaled expression slots for these data objects, thereby missing many genes encoding ligands and receptors. <strong>Ensure that all your genes of interest are included in the rows of your z_scores matrix.</strong> Scaled expression was calculated for all genes in this PBMC data set after removal of genes expressed in less than 3 cells.</p>
-</div>
-<div class="section level4">
-<h4 id="create-domino-object">Create Domino object<a class="anchor" aria-label="anchor" href="#create-domino-object"></a>
-</h4>
-<p>At this point, the create_domino() function can be used to make the object. Parameters of note include “use_clusters” which is required to assess signaling between cell types rather than linkage of transcription factors and receptors broadly across the data set. “use_complexes” decides if receptors that function in heteromeric complexes will be considered in testing linkages between transcription factors and receptors. If TRUE, a receptor complex is only linked to a transcription factor if a majority of the component genes meet the Spearman correlation threshold. “remove_rec_dropout” decides whether receptor values of 0 will be considered in correlation calculations; this measure is intended to reduce the effect of dropout on receptors wiht low expression.</p>
-<p>To run create_domino() with matrix and vector inputs:</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span></span>
-<span>  rl_map <span class="op">=</span> <span class="va">rl_map</span>,             <span class="co"># receptor-ligand map data frame</span></span>
-<span>  features <span class="op">=</span> <span class="va">auc_in</span>,           <span class="co"># Transcription factor scores (AUC matrix)</span></span>
-<span>  counts <span class="op">=</span> <span class="va">counts</span>,             <span class="co"># counts matrix</span></span>
-<span>  z_scores <span class="op">=</span> <span class="va">z_scores</span>,         <span class="co"># scaled expression data</span></span>
-<span>  clusters <span class="op">=</span> <span class="va">clusters</span>,         <span class="co"># vector of cell cluster assignments</span></span>
-<span>  tf_targets <span class="op">=</span> <span class="va">regulon_list</span>,   <span class="co"># list of TFs and their reglons</span></span>
-<span>  use_clusters <span class="op">=</span> <span class="cn">TRUE</span>,         <span class="co"># assess receptor activation and ligand expression on a per-cluster basis</span></span>
-<span>  use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,        <span class="co"># include receptors and genes that function as a complex in results</span></span>
-<span>  remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span>   <span class="co"># whether to remove zeroes from correlation calculations</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p>The above results will be equivalent to using the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object directly. Note that inclusion of both the matrix inputs and the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object will prioritize the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> objects.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span></span>
-<span>  rl_map <span class="op">=</span> <span class="va">rl_map</span>,             <span class="co"># receptor-ligand map data frame</span></span>
-<span>  features <span class="op">=</span> <span class="va">auc_in</span>,           <span class="co"># Transcription factor scores (AUC matrix)</span></span>
-<span>  ser <span class="op">=</span> <span class="va">pbmc</span>,                  <span class="co"># Seurat object containing counts, scaled counts, and cell cluster assignments</span></span>
-<span>  tf_targets <span class="op">=</span> <span class="va">regulon_list</span>,   <span class="co"># list of TFs and their reglons</span></span>
-<span>  use_clusters <span class="op">=</span> <span class="cn">TRUE</span>,         <span class="co"># assess receptor activation and ligand expression on a per-cluster basis</span></span>
-<span>  use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,        <span class="co"># include receptors and genes that function as a complex in results</span></span>
-<span>  remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span>   <span class="co"># whether to remove zeroes from correlation calculations</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p>For information on what is stored in a domino object and how to access it, please see our vignette on the structure of domino objects.</p>
-</div>
-<div class="section level4">
-<h4 id="build-domino">Build Domino<a class="anchor" aria-label="anchor" href="#build-domino"></a>
-</h4>
-<p>build_domino() finalizes the construction of the domino object by setting parameters for identifying transcription factors with differential activation between clusters, receptor linkage with transcription factors based on magnitude of positive correlation, and the minimum percentage of cells within a cluster that have expression of a receptor for the receptor to be called as active.</p>
-<p>There are also options for thresholds of the number of transcription factors that may be called active in a cluster and the number of receptors that may be linked to any one transcription factor. For thresholds of n transcription factors and m receptors, the bottom n transcription factors by lowest p-values from the wilcoxon rank sum test and the top m receptors by Spearman correlation coefficient are chosen.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span></span>
-<span>  dom <span class="op">=</span> <span class="va">pbmc_dom</span>,</span>
-<span>  min_tf_pval <span class="op">=</span> <span class="fl">.001</span>, <span class="co"># Threshold for p-value of DE for TFs</span></span>
-<span>  max_tf_per_clust <span class="op">=</span> <span class="fl">5</span>,</span>
-<span>  max_rec_per_tf <span class="op">=</span> <span class="fl">5</span>,</span>
-<span>  rec_tf_cor_threshold <span class="op">=</span> <span class="fl">.25</span>, <span class="co"># Minimum correlation between receptor and TF</span></span>
-<span>  min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span> <span class="co"># Minimum percent of cells that must express receptor</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p>Both of the thresholds for the number of receptors and transcription factors can be sent to infinity (Inf) to collect all receptors and transcription factors that meet statistical significance thresholds.</p>
-<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dom_b</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span></span>
-<span>  dom <span class="op">=</span> <span class="va">dom</span>,</span>
-<span>  min_tf_pval <span class="op">=</span> <span class="fl">.001</span>,</span>
-<span>  max_tf_per_clust <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  max_rec_per_tf <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  rec_tf_cor_threshold <span class="op">=</span> <span class="fl">.25</span>,</span>
-<span>  min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level3">
-<h3 id="visualization-of-domino-results">Visualization of Domino Results<a class="anchor" aria-label="anchor" href="#visualization-of-domino-results"></a>
-</h3>
-<p>Multiple functions are available to visualize the intracellular networks between receptors and transcription factors and the ligand-receptor mediated intercellular networks between cell types.</p>
-<div class="section level4">
-<h4 id="summarize-transcription-factor-activity-and-linkage">Summarize Transcription Factor Activity and Linkage<a class="anchor" aria-label="anchor" href="#summarize-transcription-factor-activity-and-linkage"></a>
-</h4>
-<p>Enrichment of transcription factor activities by cell types can be visualized by feat_heatmap() which plots data set-wide transcription factor activity scores as a pheatmap. The mark_connections argument determines whether an X is used to mark linked transcription factors and receptors.</p>
-<div class="sourceCode" id="cb20"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-</div>
-<div class="section level4">
-<h4 id="cumulative-signaling-between-cell-types">Cumulative signaling between cell types<a class="anchor" aria-label="anchor" href="#cumulative-signaling-between-cell-types"></a>
-</h4>
-<p>The cummulative degree of signaling between clusters is assessed as the sum of the scaled expressin of ligands targeting active receptors on another cluster. This can be visualized in graph format using the signaling_network() function. Nodes represent each cell cluster and edges scale with the magnitude of signaling between the clusters. The color of the edge corresponds to the sender cluster for that signal.</p>
-<div class="sourceCode" id="cb21"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, edge_weight <span class="op">=</span> <span class="fl">.5</span>, max_thresh <span class="op">=</span> <span class="fl">2.5</span><span class="op">)</span></span></code></pre></div>
-<p>Signaling networks can also be drawn with the edges only render the signals directed towards a given cell type or signals from one cell type directed to others can also be created. To see those options in use, as well as other plotting options, please see our plotting vignette.</p>
-</div>
-<div class="section level4">
-<h4 id="specific-signaling-interactions-between-clusters">Specific Signaling Interactions between Clusters<a class="anchor" aria-label="anchor" href="#specific-signaling-interactions-between-clusters"></a>
-</h4>
-<p>Beyond the aggregated degree of signaling between cell types, the degrees of signaling through specific ligand-receptor interactions can be assessed. gene_network() provides a graph of linkages between active transcription factors in a cluster, the linked receptors in that cluster, and the possible ligands of these active recptors</p>
-<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">'dendritic_cell'</span>, layout <span class="op">=</span> <span class="st">'grid'</span><span class="op">)</span></span></code></pre></div>
-<p>New to Domino2, gene_network() can be used between two clusters to determine if any of the possible ligands for a given receptor are expressed by a putative outgoing signaling cluster.</p>
-<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">'dendritic_cell'</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>              layout <span class="op">=</span> <span class="st">'grid'</span><span class="op">)</span></span></code></pre></div>
-<p>A comprehensive assessment of ligand expression targeting active receptors on a given cluster can be assessed by incoming_signaling_heatmap().</p>
-<div class="sourceCode" id="cb24"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, rec_clust <span class="op">=</span> <span class="st">'dendritic_cell'</span>, max_thresh <span class="op">=</span> <span class="fl">2.5</span><span class="op">)</span></span></code></pre></div>
-<p>Another form of comprehensive ligand expression assessment is available for individual active receptors in the form of circos plots new to Domino2. The outer arcs correspond to clusters in the domino object with inner arcs representing each possible ligand of the plotted receptor. Arcs are drawn between ligands on a cell type and the receptor if the ligand is expressed above the specified threshold. Arc widths correspond to the mean express of the ligand by the cluster with the widest arc width scaling to the maximum expression of the ligand within the data.</p>
-<div class="sourceCode" id="cb25"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level3">
-<h3 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h3>
-<p>Since Domino2 is a package still in development, there are new functions and features in development. The github repository contains branches with other changes that are being implemented. Additionally, if you find any bugs, have further questions, or there are features you would like to request, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
-</div>
-<div class="section level3">
-<h3 id="section"></h3>
-<div class="section level6">
-<h6 id="vignette-build-info">Vignette build info:<a class="anchor" aria-label="anchor" href="#vignette-build-info"></a>
-</h6>
-<div class="sourceCode" id="cb26"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu">sys.date</span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
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-<p>Developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj.</p>
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diff --git a/docs/articles/vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/vignette_files/accessible-code-block-0.0.1/empty-anchor.js
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-// Hide empty <a> tag within highlighted CodeBlock for screen reader accessibility (see https://github.com/jgm/pandoc/issues/6352#issuecomment-626106786) -->
-// v0.0.1
-// Written by JooYoung Seo (jooyoung@psu.edu) and Atsushi Yasumoto on June 1st, 2020.
-
-document.addEventListener('DOMContentLoaded', function() {
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-});
diff --git a/docs/authors.html b/docs/authors.html
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+++ /dev/null
@@ -1,146 +0,0 @@
-<!DOCTYPE html>
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-      <img src="logo.svg" class="logo" alt=""><h1>Authors and Citation</h1>
-    </div>
-
-    <div class="section level2 citation">
-      <h2>Authors</h2>
-      
-      <ul class="list-unstyled"><li>
-          <p><strong>Christopher Cherry</strong>. Author. <a href="https://orcid.org/0000-0002-5481-0055" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
-        <li>
-          <p><strong>Jacob T Mitchell</strong>. Author, maintainer. <a href="https://orcid.org/0000-0002-5370-9692" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
-        <li>
-          <p><strong>Sushma Nagaraj</strong>. Author. <a href="https://orcid.org/0000-0001-5166-1309" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
-        <li>
-          <p><strong>Kavita Krishnan</strong>. Author. <a href="https://orcid.org/0000-0003-1345-0249" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
-        <li>
-          <p><strong>Dmitrijs Lvovs</strong>. Author. 
-          </p>
-        </li>
-        <li>
-          <p><strong>Elana Fertig</strong>. Contributor. <a href="https://orcid.org/0000-0003-3204-342X" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
-        <li>
-          <p><strong>Jennifer Elisseeff</strong>. Contributor. <a href="https://orcid.org/0000-0002-5066-1996" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a>
-          </p>
-        </li>
-      </ul></div>
-
-    <div class="section level2 citation">
-      <h2 id="citation">Citation</h2>
-      <p><small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/inst/CITATION" class="external-link"><code>inst/CITATION</code></a></small></p>
-
-      <p>Cherry C, Maestas D, Han J, Andorko J, Cahan P, Fertig E, Garmire L, Elisseeff J (2021).
-“Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics.”
-<em>Nature Biomedical Engineering</em>, <b>5</b>(10), 1228-1238.
-<a href="https://doi.org/10.1038/s41551-021-00770-5" class="external-link">doi:10.1038/s41551-021-00770-5</a>, <a href="https://doi.org/10.1038%2Fs41551-021-00770-5" class="external-link">https://doi.org/10.1038%2Fs41551-021-00770-5</a>. 
-</p>
-      <pre>@Article{,
-  title = {Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics},
-  author = {Christopher Cherry and David R. Maestas and Jin Han and James I. Andorko and Patrick Cahan and Elana J. Fertig and Lana X. Garmire and Jennifer H. Elisseeff},
-  journal = {Nature Biomedical Engineering},
-  year = {2021},
-  volume = {5},
-  number = {10},
-  pages = {1228-1238},
-  doi = {10.1038/s41551-021-00770-5},
-  url = {https://doi.org/10.1038%2Fs41551-021-00770-5},
-}</pre>
-      <p>Cherry C, Mitchell J, Nagaraj S, Krishnan K, Fertig E, Elisseeff J (2023).
-<em>domino2: Cell Communication Analysis for Single Cell RNA Sequencing</em>.
-R package version 0.2.2. 
-</p>
-      <pre>@Manual{,
-  title = {domino2: Cell Communication Analysis for Single Cell RNA Sequencing},
-  author = {Christopher Cherry and Jacob T Mitchell and Sushma Nagaraj and Kavita Krishnan and Elana Fertig and Jennifer Elisseeff},
-  year = {2023},
-  note = {R package version 0.2.2},
-}</pre>
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-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/deps/bootstrap-5.1.0/bootstrap.bundle.min.js b/docs/deps/bootstrap-5.1.0/bootstrap.bundle.min.js
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e=t.getBoundingClientRect(),i=e.width/t.offsetWidth||1,n=e.height/t.offsetHeight||1;return 1!==i||1!==n}(e),a=At(e),l=bt(t,r),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ht(e)||Vt(a))&&(c=(n=e)!==dt(n)&&ft(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Ut(n)),ft(e)?((h=bt(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=$t(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}var le={placement:"bottom",modifiers:[],strategy:"absolute"};function ce(){for(var t=arguments.length,e=new Array(t),i=0;i<t;i++)e[i]=arguments[i];return!e.some((function(t){return!(t&&"function"==typeof t.getBoundingClientRect)}))}function he(t){void 0===t&&(t={});var e=t,i=e.defaultModifiers,n=void 0===i?[]:i,s=e.defaultOptions,o=void 0===s?le:s;return function(t,e,i){void 0===i&&(i=o);var s,r,a={placement:"bottom",orderedModifiers:[],options:Object.assign({},le,o),modifiersData:{},elements:{reference:t,popper:e},attributes:{},styles:{}},l=[],c=!1,h={state:a,setOptions:function(i){d(),a.options=Object.assign({},o,a.options,i),a.scrollParents={reference:ut(t)?Kt(t):t.contextElement?Kt(t.contextElement):[],popper:Kt(e)};var s,r,c=function(t){var e=function(t){var e=new Map,i=new Set,n=[];return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||function t(s){i.add(s.name),[].concat(s.requires||[],s.requiresIfExists||[]).forEach((function(n){if(!i.has(n)){var s=e.get(n);s&&t(s)}})),n.push(s)}(t)})),n}(t);return ct.reduce((function(t,i){return t.concat(e.filter((function(t){return t.phase===i})))}),[])}((s=[].concat(n,a.options.modifiers),r=s.reduce((function(t,e){var i=t[e.name];return t[e.name]=i?Object.assign({},i,e,{options:Object.assign({},i.options,e.options),data:Object.assign({},i.data,e.data)}):e,t}),{}),Object.keys(r).map((function(t){return r[t]}))));return a.orderedModifiers=c.filter((function(t){return t.enabled})),a.orderedModifiers.forEach((function(t){var e=t.name,i=t.options,n=void 0===i?{}:i,s=t.effect;if("function"==typeof s){var o=s({state:a,name:e,instance:h,options:n});l.push(o||function(){})}})),h.update()},forceUpdate:function(){if(!c){var t=a.elements,e=t.reference,i=t.popper;if(ce(e,i)){a.rects={reference:ae(e,Ct(i),"fixed"===a.options.strategy),popper:vt(i)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach((function(t){return a.modifiersData[t.name]=Object.assign({},t.data)}));for(var n=0;n<a.orderedModifiers.length;n++)if(!0!==a.reset){var s=a.orderedModifiers[n],o=s.fn,r=s.options,l=void 0===r?{}:r,d=s.name;"function"==typeof o&&(a=o({state:a,options:l,name:d,instance:h})||a)}else a.reset=!1,n=-1}}},update:(s=function(){return new Promise((function(t){h.forceUpdate(),t(a)}))},function(){return r||(r=new Promise((function(t){Promise.resolve().then((function(){r=void 0,t(s())}))}))),r}),destroy:function(){d(),c=!0}};if(!ce(t,e))return h;function d(){l.forEach((function(t){return t()})),l=[]}return h.setOptions(i).then((function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)})),h}}var de=he(),ue=he({defaultModifiers:[Rt,oe,Ht,mt]}),fe=he({defaultModifiers:[Rt,oe,Ht,mt,se,te,re,Pt,ne]}),pe=Object.freeze({__proto__:null,popperGenerator:he,detectOverflow:Zt,createPopperBase:de,createPopper:fe,createPopperLite:ue,top:it,bottom:nt,right:st,left:ot,auto:"auto",basePlacements:rt,start:"start",end:"end",clippingParents:"clippingParents",viewport:"viewport",popper:"popper",reference:"reference",variationPlacements:at,placements:lt,beforeRead:"beforeRead",read:"read",afterRead:"afterRead",beforeMain:"beforeMain",main:"main",afterMain:"afterMain",beforeWrite:"beforeWrite",write:"write",afterWrite:"afterWrite",modifierPhases:ct,applyStyles:mt,arrow:Pt,computeStyles:Ht,eventListeners:Rt,flip:te,hide:ne,offset:se,popperOffsets:oe,preventOverflow:re});const me=new RegExp("ArrowUp|ArrowDown|Escape"),ge=p()?"top-end":"top-start",_e=p()?"top-start":"top-end",be=p()?"bottom-end":"bottom-start",ve=p()?"bottom-start":"bottom-end",ye=p()?"left-start":"right-start",we=p()?"right-start":"left-start",Ee={offset:[0,2],boundary:"clippingParents",reference:"toggle",display:"dynamic",popperConfig:null,autoClose:!0},Ae={offset:"(array|string|function)",boundary:"(string|element)",reference:"(string|element|object)",display:"string",popperConfig:"(null|object|function)",autoClose:"(boolean|string)"};class Te extends H{constructor(t,e){super(t),this._popper=null,this._config=this._getConfig(e),this._menu=this._getMenuElement(),this._inNavbar=this._detectNavbar()}static get Default(){return Ee}static get DefaultType(){return Ae}static get NAME(){return"dropdown"}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown(this._menu))return;const t={relatedTarget:this._element};if(P.trigger(this._element,"show.bs.dropdown",t).defaultPrevented)return;const e=Te.getParentFromElement(this._element);this._inNavbar?F.setDataAttribute(this._menu,"popper","none"):this._createPopper(e),"ontouchstart"in document.documentElement&&!e.closest(".navbar-nav")&&[].concat(...document.body.children).forEach(t=>P.on(t,"mouseover",h)),this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add("show"),this._element.classList.add("show"),P.trigger(this._element,"shown.bs.dropdown",t)}hide(){if(l(this._element)||!this._isShown(this._menu))return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){P.trigger(this._element,"hide.bs.dropdown",t).defaultPrevented||("ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(t=>P.off(t,"mouseover",h)),this._popper&&this._popper.destroy(),this._menu.classList.remove("show"),this._element.classList.remove("show"),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),P.trigger(this._element,"hidden.bs.dropdown",t))}_getConfig(t){if(t={...this.constructor.Default,...F.getDataAttributes(this._element),...t},r("dropdown",t,this.constructor.DefaultType),"object"==typeof t.reference&&!s(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError("dropdown".toUpperCase()+': Option "reference" provided type "object" without a required "getBoundingClientRect" method.');return t}_createPopper(t){if(void 0===pe)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let e=this._element;"parent"===this._config.reference?e=t:s(this._config.reference)?e=o(this._config.reference):"object"==typeof this._config.reference&&(e=this._config.reference);const i=this._getPopperConfig(),n=i.modifiers.find(t=>"applyStyles"===t.name&&!1===t.enabled);this._popper=fe(e,this._menu,i),n&&F.setDataAttribute(this._menu,"popper","static")}_isShown(t=this._element){return t.classList.contains("show")}_getMenuElement(){return U.next(this._element,".dropdown-menu")[0]}_getPlacement(){const t=this._element.parentNode;if(t.classList.contains("dropend"))return ye;if(t.classList.contains("dropstart"))return we;const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?_e:ge:e?ve:be}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return"static"===this._config.display&&(t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=U.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter(a);i.length&&b(i,e,"ArrowDown"===t,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Te.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(t&&(2===t.button||"keyup"===t.type&&"Tab"!==t.key))return;const e=U.find('[data-bs-toggle="dropdown"]');for(let i=0,n=e.length;i<n;i++){const n=Te.getInstance(e[i]);if(!n||!1===n._config.autoClose)continue;if(!n._isShown())continue;const s={relatedTarget:n._element};if(t){const e=t.composedPath(),i=e.includes(n._menu);if(e.includes(n._element)||"inside"===n._config.autoClose&&!i||"outside"===n._config.autoClose&&i)continue;if(n._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;"click"===t.type&&(s.clickEvent=t)}n._completeHide(s)}}static getParentFromElement(t){return i(t)||t.parentNode}static dataApiKeydownHandler(t){if(/input|textarea/i.test(t.target.tagName)?"Space"===t.key||"Escape"!==t.key&&("ArrowDown"!==t.key&&"ArrowUp"!==t.key||t.target.closest(".dropdown-menu")):!me.test(t.key))return;const e=this.classList.contains("show");if(!e&&"Escape"===t.key)return;if(t.preventDefault(),t.stopPropagation(),l(this))return;const i=this.matches('[data-bs-toggle="dropdown"]')?this:U.prev(this,'[data-bs-toggle="dropdown"]')[0],n=Te.getOrCreateInstance(i);if("Escape"!==t.key)return"ArrowUp"===t.key||"ArrowDown"===t.key?(e||n.show(),void n._selectMenuItem(t)):void(e&&"Space"!==t.key||Te.clearMenus());n.hide()}}P.on(document,"keydown.bs.dropdown.data-api",'[data-bs-toggle="dropdown"]',Te.dataApiKeydownHandler),P.on(document,"keydown.bs.dropdown.data-api",".dropdown-menu",Te.dataApiKeydownHandler),P.on(document,"click.bs.dropdown.data-api",Te.clearMenus),P.on(document,"keyup.bs.dropdown.data-api",Te.clearMenus),P.on(document,"click.bs.dropdown.data-api",'[data-bs-toggle="dropdown"]',(function(t){t.preventDefault(),Te.getOrCreateInstance(this).toggle()})),m(Te);class Oe{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,"paddingRight",e=>e+t),this._setElementAttributes(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top","paddingRight",e=>e+t),this._setElementAttributes(".sticky-top","marginRight",e=>e-t)}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t)[e];t.style[e]=i(Number.parseFloat(s))+"px"})}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,"paddingRight"),this._resetElementAttributes(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top","paddingRight"),this._resetElementAttributes(".sticky-top","marginRight")}_saveInitialAttribute(t,e){const i=t.style[e];i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,t=>{const i=F.getDataAttribute(t,e);void 0===i?t.style.removeProperty(e):(F.removeDataAttribute(t,e),t.style[e]=i)})}_applyManipulationCallback(t,e){s(t)?e(t):U.find(t,this._element).forEach(e)}isOverflowing(){return this.getWidth()>0}}const Ce={className:"modal-backdrop",isVisible:!0,isAnimated:!1,rootElement:"body",clickCallback:null},ke={className:"string",isVisible:"boolean",isAnimated:"boolean",rootElement:"(element|string)",clickCallback:"(function|null)"};class Le{constructor(t){this._config=this._getConfig(t),this._isAppended=!1,this._element=null}show(t){this._config.isVisible?(this._append(),this._config.isAnimated&&d(this._getElement()),this._getElement().classList.add("show"),this._emulateAnimation(()=>{g(t)})):g(t)}hide(t){this._config.isVisible?(this._getElement().classList.remove("show"),this._emulateAnimation(()=>{this.dispose(),g(t)})):g(t)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_getConfig(t){return(t={...Ce,..."object"==typeof t?t:{}}).rootElement=o(t.rootElement),r("backdrop",t,ke),t}_append(){this._isAppended||(this._config.rootElement.append(this._getElement()),P.on(this._getElement(),"mousedown.bs.backdrop",()=>{g(this._config.clickCallback)}),this._isAppended=!0)}dispose(){this._isAppended&&(P.off(this._element,"mousedown.bs.backdrop"),this._element.remove(),this._isAppended=!1)}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const xe={trapElement:null,autofocus:!0},De={trapElement:"element",autofocus:"boolean"};class Se{constructor(t){this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}activate(){const{trapElement:t,autofocus:e}=this._config;this._isActive||(e&&t.focus(),P.off(document,".bs.focustrap"),P.on(document,"focusin.bs.focustrap",t=>this._handleFocusin(t)),P.on(document,"keydown.tab.bs.focustrap",t=>this._handleKeydown(t)),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,P.off(document,".bs.focustrap"))}_handleFocusin(t){const{target:e}=t,{trapElement:i}=this._config;if(e===document||e===i||i.contains(e))return;const n=U.focusableChildren(i);0===n.length?i.focus():"backward"===this._lastTabNavDirection?n[n.length-1].focus():n[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?"backward":"forward")}_getConfig(t){return t={...xe,..."object"==typeof t?t:{}},r("focustrap",t,De),t}}const Ne={backdrop:!0,keyboard:!0,focus:!0},Ie={backdrop:"(boolean|string)",keyboard:"boolean",focus:"boolean"};class Pe extends H{constructor(t,e){super(t),this._config=this._getConfig(e),this._dialog=U.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._ignoreBackdropClick=!1,this._isTransitioning=!1,this._scrollBar=new Oe}static get Default(){return Ne}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||P.trigger(this._element,"show.bs.modal",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isAnimated()&&(this._isTransitioning=!0),this._scrollBar.hide(),document.body.classList.add("modal-open"),this._adjustDialog(),this._setEscapeEvent(),this._setResizeEvent(),P.on(this._dialog,"mousedown.dismiss.bs.modal",()=>{P.one(this._element,"mouseup.dismiss.bs.modal",t=>{t.target===this._element&&(this._ignoreBackdropClick=!0)})}),this._showBackdrop(()=>this._showElement(t)))}hide(){if(!this._isShown||this._isTransitioning)return;if(P.trigger(this._element,"hide.bs.modal").defaultPrevented)return;this._isShown=!1;const t=this._isAnimated();t&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),this._focustrap.deactivate(),this._element.classList.remove("show"),P.off(this._element,"click.dismiss.bs.modal"),P.off(this._dialog,"mousedown.dismiss.bs.modal"),this._queueCallback(()=>this._hideModal(),this._element,t)}dispose(){[window,this._dialog].forEach(t=>P.off(t,".bs.modal")),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Le({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Se({trapElement:this._element})}_getConfig(t){return t={...Ne,...F.getDataAttributes(this._element),..."object"==typeof t?t:{}},r("modal",t,Ie),t}_showElement(t){const e=this._isAnimated(),i=U.findOne(".modal-body",this._dialog);this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0,i&&(i.scrollTop=0),e&&d(this._element),this._element.classList.add("show"),this._queueCallback(()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,P.trigger(this._element,"shown.bs.modal",{relatedTarget:t})},this._dialog,e)}_setEscapeEvent(){this._isShown?P.on(this._element,"keydown.dismiss.bs.modal",t=>{this._config.keyboard&&"Escape"===t.key?(t.preventDefault(),this.hide()):this._config.keyboard||"Escape"!==t.key||this._triggerBackdropTransition()}):P.off(this._element,"keydown.dismiss.bs.modal")}_setResizeEvent(){this._isShown?P.on(window,"resize.bs.modal",()=>this._adjustDialog()):P.off(window,"resize.bs.modal")}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide(()=>{document.body.classList.remove("modal-open"),this._resetAdjustments(),this._scrollBar.reset(),P.trigger(this._element,"hidden.bs.modal")})}_showBackdrop(t){P.on(this._element,"click.dismiss.bs.modal",t=>{this._ignoreBackdropClick?this._ignoreBackdropClick=!1:t.target===t.currentTarget&&(!0===this._config.backdrop?this.hide():"static"===this._config.backdrop&&this._triggerBackdropTransition())}),this._backdrop.show(t)}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(P.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const{classList:t,scrollHeight:e,style:i}=this._element,n=e>document.documentElement.clientHeight;!n&&"hidden"===i.overflowY||t.contains("modal-static")||(n||(i.overflowY="hidden"),t.add("modal-static"),this._queueCallback(()=>{t.remove("modal-static"),n||this._queueCallback(()=>{i.overflowY=""},this._dialog)},this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;(!i&&t&&!p()||i&&!t&&p())&&(this._element.style.paddingLeft=e+"px"),(i&&!t&&!p()||!i&&t&&p())&&(this._element.style.paddingRight=e+"px")}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Pe.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}P.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=i(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),P.one(e,"show.bs.modal",t=>{t.defaultPrevented||P.one(e,"hidden.bs.modal",()=>{a(this)&&this.focus()})}),Pe.getOrCreateInstance(e).toggle(this)})),B(Pe),m(Pe);const je={backdrop:!0,keyboard:!0,scroll:!1},Me={backdrop:"boolean",keyboard:"boolean",scroll:"boolean"};class He extends H{constructor(t,e){super(t),this._config=this._getConfig(e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get NAME(){return"offcanvas"}static get Default(){return je}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||P.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._element.style.visibility="visible",this._backdrop.show(),this._config.scroll||(new Oe).hide(),this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add("show"),this._queueCallback(()=>{this._config.scroll||this._focustrap.activate(),P.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})},this._element,!0))}hide(){this._isShown&&(P.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.remove("show"),this._backdrop.hide(),this._queueCallback(()=>{this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._element.style.visibility="hidden",this._config.scroll||(new Oe).reset(),P.trigger(this._element,"hidden.bs.offcanvas")},this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_getConfig(t){return t={...je,...F.getDataAttributes(this._element),..."object"==typeof t?t:{}},r("offcanvas",t,Me),t}_initializeBackDrop(){return new Le({className:"offcanvas-backdrop",isVisible:this._config.backdrop,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:()=>this.hide()})}_initializeFocusTrap(){return new Se({trapElement:this._element})}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.offcanvas",t=>{this._config.keyboard&&"Escape"===t.key&&this.hide()})}static jQueryInterface(t){return this.each((function(){const e=He.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}P.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=i(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;P.one(e,"hidden.bs.offcanvas",()=>{a(this)&&this.focus()});const 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Error("Please use show on visible elements");if(!this.isWithContent()||!this._isEnabled)return;const t=P.trigger(this._element,this.constructor.Event.SHOW),e=c(this._element),i=null===e?this._element.ownerDocument.documentElement.contains(this._element):e.contains(this._element);if(t.defaultPrevented||!i)return;const n=this.getTipElement(),s=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME);n.setAttribute("id",s),this._element.setAttribute("aria-describedby",s),this._config.animation&&n.classList.add("fade");const o="function"==typeof 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t=this.getTipElement();if(P.trigger(this._element,this.constructor.Event.HIDE).defaultPrevented)return;t.classList.remove("show"),"ontouchstart"in document.documentElement&&[].concat(...document.body.children).forEach(t=>P.off(t,"mouseover",h)),this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1;const e=this.tip.classList.contains("fade");this._queueCallback(()=>{this._isWithActiveTrigger()||("show"!==this._hoverState&&t.remove(),this._cleanTipClass(),this._element.removeAttribute("aria-describedby"),P.trigger(this._element,this.constructor.Event.HIDDEN),this._popper&&(this._popper.destroy(),this._popper=null))},this.tip,e),this._hoverState=""}update(){null!==this._popper&&this._popper.update()}isWithContent(){return Boolean(this.getTitle())}getTipElement(){if(this.tip)return this.tip;const t=document.createElement("div");t.innerHTML=this._config.template;const e=t.children[0];return this.setContent(e),e.classList.remove("fade","show"),this.tip=e,this.tip}setContent(t){this._sanitizeAndSetContent(t,this.getTitle(),".tooltip-inner")}_sanitizeAndSetContent(t,e,i){const n=U.findOne(i,t);e||!n?this.setElementContent(n,e):n.remove()}setElementContent(t,e){if(null!==t)return s(e)?(e=o(e),void(this._config.html?e.parentNode!==t&&(t.innerHTML="",t.append(e)):t.textContent=e.textContent)):void(this._config.html?(this._config.sanitize&&(e=qe(e,this._config.allowList,this._config.sanitizeFn)),t.innerHTML=e):t.textContent=e)}getTitle(){const t=this._element.getAttribute("data-bs-original-title")||this._config.title;return this._resolvePossibleFunction(t)}updateAttachment(t){return"right"===t?"end":"left"===t?"start":t}_initializeOnDelegatedTarget(t,e){return e||this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof 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t in this._activeTrigger)if(this._activeTrigger[t])return!0;return!1}_getConfig(t){const e=F.getDataAttributes(this._element);return Object.keys(e).forEach(t=>{Fe.has(t)&&delete e[t]}),(t={...this.constructor.Default,...e,..."object"==typeof t&&t?t:{}}).container=!1===t.container?document.body:o(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),r("tooltip",t,this.constructor.DefaultType),t.sanitize&&(t.template=qe(t.template,t.allowList,t.sanitizeFn)),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t}_cleanTipClass(){const t=this.getTipElement(),e=new 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t=o.getBoundingClientRect();if(t.width||t.height)return[F[i](o).top+n,s]}return null}).filter(t=>t).sort((t,e)=>t[0]-e[0]).forEach(t=>{this._offsets.push(t[0]),this._targets.push(t[1])})}dispose(){P.off(this._scrollElement,".bs.scrollspy"),super.dispose()}_getConfig(t){return(t={...Je,...F.getDataAttributes(this._element),..."object"==typeof t&&t?t:{}}).target=o(t.target)||document.documentElement,r("scrollspy",t,ti),t}_getScrollTop(){return this._scrollElement===window?this._scrollElement.pageYOffset:this._scrollElement.scrollTop}_getScrollHeight(){return this._scrollElement.scrollHeight||Math.max(document.body.scrollHeight,document.documentElement.scrollHeight)}_getOffsetHeight(){return this._scrollElement===window?window.innerHeight:this._scrollElement.getBoundingClientRect().height}_process(){const t=this._getScrollTop()+this._config.offset,e=this._getScrollHeight(),i=this._config.offset+e-this._getOffsetHeight();if(this._scrollHeight!==e&&this.refresh(),t>=i){const 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si={animation:"boolean",autohide:"boolean",delay:"number"},oi={animation:!0,autohide:!0,delay:5e3};class ri extends H{constructor(t,e){super(t),this._config=this._getConfig(e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get DefaultType(){return si}static get Default(){return oi}static get NAME(){return"toast"}show(){P.trigger(this._element,"show.bs.toast").defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove("hide"),d(this._element),this._element.classList.add("show"),this._element.classList.add("showing"),this._queueCallback(()=>{this._element.classList.remove("showing"),P.trigger(this._element,"shown.bs.toast"),this._maybeScheduleHide()},this._element,this._config.animation))}hide(){this._element.classList.contains("show")&&(P.trigger(this._element,"hide.bs.toast").defaultPrevented||(this._element.classList.add("showing"),this._queueCallback(()=>{this._element.classList.add("hide"),this._element.classList.remove("showing"),this._element.classList.remove("show"),P.trigger(this._element,"hidden.bs.toast")},this._element,this._config.animation)))}dispose(){this._clearTimeout(),this._element.classList.contains("show")&&this._element.classList.remove("show"),super.dispose()}_getConfig(t){return t={...oi,...F.getDataAttributes(this._element),..."object"==typeof t&&t?t:{}},r("toast",t,this.constructor.DefaultType),t}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout(()=>{this.hide()},this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){P.on(this._element,"mouseover.bs.toast",t=>this._onInteraction(t,!0)),P.on(this._element,"mouseout.bs.toast",t=>this._onInteraction(t,!1)),P.on(this._element,"focusin.bs.toast",t=>this._onInteraction(t,!0)),P.on(this._element,"focusout.bs.toast",t=>this._onInteraction(t,!1))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ri.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}return B(ri),m(ri),{Alert:R,Button:W,Carousel:Z,Collapse:et,Dropdown:Te,Modal:Pe,Offcanvas:He,Popover:Ze,ScrollSpy:ii,Tab:ni,Toast:ri,Tooltip:Xe}}));
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diff --git a/docs/deps/bootstrap-5.1.0/bootstrap.bundle.min.js.map b/docs/deps/bootstrap-5.1.0/bootstrap.bundle.min.js.map
deleted file mode 100644
index a59a60b8..00000000
--- a/docs/deps/bootstrap-5.1.0/bootstrap.bundle.min.js.map
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= element.getAttribute('data-bs-target')\n\n  if (!selector || selector === '#') {\n    let hrefAttr = element.getAttribute('href')\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttr || (!hrefAttr.includes('#') && !hrefAttr.startsWith('.'))) {\n      return null\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttr.includes('#') && !hrefAttr.startsWith('#')) {\n      hrefAttr = `#${hrefAttr.split('#')[1]}`\n    }\n\n    selector = hrefAttr && hrefAttr !== '#' ? hrefAttr.trim() : null\n  }\n\n  return selector\n}\n\nconst getSelectorFromElement = element => {\n  const selector = getSelector(element)\n\n  if (selector) {\n    return document.querySelector(selector) ? selector : null\n  }\n\n  return null\n}\n\nconst getElementFromSelector = element => {\n  const selector = getSelector(element)\n\n  return selector ? document.querySelector(selector) : null\n}\n\nconst getTransitionDurationFromElement = element => {\n  if (!element) {\n    return 0\n  }\n\n  // Get transition-duration of the element\n  let { transitionDuration, transitionDelay } = window.getComputedStyle(element)\n\n  const floatTransitionDuration = Number.parseFloat(transitionDuration)\n  const floatTransitionDelay = Number.parseFloat(transitionDelay)\n\n  // Return 0 if element or transition duration is not found\n  if (!floatTransitionDuration && !floatTransitionDelay) {\n    return 0\n  }\n\n  // If multiple durations are defined, take the first\n  transitionDuration = transitionDuration.split(',')[0]\n  transitionDelay = transitionDelay.split(',')[0]\n\n  return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER\n}\n\nconst triggerTransitionEnd = element => {\n  element.dispatchEvent(new Event(TRANSITION_END))\n}\n\nconst isElement = obj => {\n  if (!obj || typeof obj !== 'object') {\n    return false\n  }\n\n  if (typeof obj.jquery !== 'undefined') {\n    obj = obj[0]\n  }\n\n  return typeof obj.nodeType !== 'undefined'\n}\n\nconst getElement = obj => {\n  if (isElement(obj)) { // it's a jQuery object or a node element\n    return obj.jquery ? obj[0] : obj\n  }\n\n  if (typeof obj === 'string' && obj.length > 0) {\n    return document.querySelector(obj)\n  }\n\n  return null\n}\n\nconst typeCheckConfig = (componentName, config, configTypes) => {\n  Object.keys(configTypes).forEach(property => {\n    const expectedTypes = configTypes[property]\n    const value = config[property]\n    const valueType = value && isElement(value) ? 'element' : toType(value)\n\n    if (!new RegExp(expectedTypes).test(valueType)) {\n      throw new TypeError(\n        `${componentName.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n      )\n    }\n  })\n}\n\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false\n  }\n\n  return getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n}\n\nconst isDisabled = element => {\n  if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n    return true\n  }\n\n  if (element.classList.contains('disabled')) {\n    return true\n  }\n\n  if (typeof element.disabled !== 'undefined') {\n    return element.disabled\n  }\n\n  return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false'\n}\n\nconst findShadowRoot = element => {\n  if (!document.documentElement.attachShadow) {\n    return null\n  }\n\n  // Can find the shadow root otherwise it'll return the document\n  if (typeof element.getRootNode === 'function') {\n    const root = element.getRootNode()\n    return root instanceof ShadowRoot ? root : null\n  }\n\n  if (element instanceof ShadowRoot) {\n    return element\n  }\n\n  // when we don't find a shadow root\n  if (!element.parentNode) {\n    return null\n  }\n\n  return findShadowRoot(element.parentNode)\n}\n\nconst noop = () => {}\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n  // eslint-disable-next-line no-unused-expressions\n  element.offsetHeight\n}\n\nconst getjQuery = () => {\n  const { jQuery } = window\n\n  if (jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return jQuery\n  }\n\n  return null\n}\n\nconst DOMContentLoadedCallbacks = []\n\nconst onDOMContentLoaded = callback => {\n  if (document.readyState === 'loading') {\n    // add listener on the first call when the document is in loading state\n    if (!DOMContentLoadedCallbacks.length) {\n      document.addEventListener('DOMContentLoaded', () => {\n        DOMContentLoadedCallbacks.forEach(callback => callback())\n      })\n    }\n\n    DOMContentLoadedCallbacks.push(callback)\n  } else {\n    callback()\n  }\n}\n\nconst isRTL = () => document.documentElement.dir === 'rtl'\n\nconst defineJQueryPlugin = plugin => {\n  onDOMContentLoaded(() => {\n    const $ = getjQuery()\n    /* istanbul ignore if */\n    if ($) {\n      const name = plugin.NAME\n      const JQUERY_NO_CONFLICT = $.fn[name]\n      $.fn[name] = plugin.jQueryInterface\n      $.fn[name].Constructor = plugin\n      $.fn[name].noConflict = () => {\n        $.fn[name] = JQUERY_NO_CONFLICT\n        return plugin.jQueryInterface\n      }\n    }\n  })\n}\n\nconst execute = callback => {\n  if (typeof callback === 'function') {\n    callback()\n  }\n}\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n  if (!waitForTransition) {\n    execute(callback)\n    return\n  }\n\n  const durationPadding = 5\n  const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding\n\n  let called = false\n\n  const handler = ({ target }) => {\n    if (target !== transitionElement) {\n      return\n    }\n\n    called = true\n    transitionElement.removeEventListener(TRANSITION_END, handler)\n    execute(callback)\n  }\n\n  transitionElement.addEventListener(TRANSITION_END, handler)\n  setTimeout(() => {\n    if (!called) {\n      triggerTransitionEnd(transitionElement)\n    }\n  }, emulatedDuration)\n}\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list    The list of elements\n * @param activeElement   The active element\n * @param shouldGetNext   Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n  let index = list.indexOf(activeElement)\n\n  // if the element does not exist in the list return an element depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return list[!shouldGetNext && isCycleAllowed ? list.length - 1 : 0]\n  }\n\n  const listLength = list.length\n\n  index += shouldGetNext ? 1 : -1\n\n  if (isCycleAllowed) {\n    index = (index + listLength) % listLength\n  }\n\n  return list[Math.max(0, Math.min(index, listLength - 1))]\n}\n\nexport {\n  getElement,\n  getUID,\n  getSelectorFromElement,\n  getElementFromSelector,\n  getTransitionDurationFromElement,\n  triggerTransitionEnd,\n  isElement,\n  typeCheckConfig,\n  isVisible,\n  isDisabled,\n  findShadowRoot,\n  noop,\n  getNextActiveElement,\n  reflow,\n  getjQuery,\n  onDOMContentLoaded,\n  isRTL,\n  defineJQueryPlugin,\n  execute,\n  executeAfterTransition\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { getjQuery } from '../util/index'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/\nconst stripNameRegex = /\\..*/\nconst stripUidRegex = /::\\d+$/\nconst eventRegistry = {} // Events storage\nlet uidEvent = 1\nconst customEvents = {\n  mouseenter: 'mouseover',\n  mouseleave: 'mouseout'\n}\nconst customEventsRegex = /^(mouseenter|mouseleave)/i\nconst nativeEvents = new Set([\n  'click',\n  'dblclick',\n  'mouseup',\n  'mousedown',\n  'contextmenu',\n  'mousewheel',\n  'DOMMouseScroll',\n  'mouseover',\n  'mouseout',\n  'mousemove',\n  'selectstart',\n  'selectend',\n  'keydown',\n  'keypress',\n  'keyup',\n  'orientationchange',\n  'touchstart',\n  'touchmove',\n  'touchend',\n  'touchcancel',\n  'pointerdown',\n  'pointermove',\n  'pointerup',\n  'pointerleave',\n  'pointercancel',\n  'gesturestart',\n  'gesturechange',\n  'gestureend',\n  'focus',\n  'blur',\n  'change',\n  'reset',\n  'select',\n  'submit',\n  'focusin',\n  'focusout',\n  'load',\n  'unload',\n  'beforeunload',\n  'resize',\n  'move',\n  'DOMContentLoaded',\n  'readystatechange',\n  'error',\n  'abort',\n  'scroll'\n])\n\n/**\n * ------------------------------------------------------------------------\n * Private methods\n * ------------------------------------------------------------------------\n */\n\nfunction getUidEvent(element, uid) {\n  return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getEvent(element) {\n  const uid = getUidEvent(element)\n\n  element.uidEvent = uid\n  eventRegistry[uid] = eventRegistry[uid] || {}\n\n  return eventRegistry[uid]\n}\n\nfunction bootstrapHandler(element, fn) {\n  return function handler(event) {\n    event.delegateTarget = element\n\n    if (handler.oneOff) {\n      EventHandler.off(element, event.type, fn)\n    }\n\n    return fn.apply(element, [event])\n  }\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n  return function handler(event) {\n    const domElements = element.querySelectorAll(selector)\n\n    for (let { target } = event; target && target !== this; target = target.parentNode) {\n      for (let i = domElements.length; i--;) {\n        if (domElements[i] === target) {\n          event.delegateTarget = target\n\n          if (handler.oneOff) {\n            // eslint-disable-next-line unicorn/consistent-destructuring\n            EventHandler.off(element, event.type, selector, fn)\n          }\n\n          return fn.apply(target, [event])\n        }\n      }\n    }\n\n    // To please ESLint\n    return null\n  }\n}\n\nfunction findHandler(events, handler, delegationSelector = null) {\n  const uidEventList = Object.keys(events)\n\n  for (let i = 0, len = uidEventList.length; i < len; i++) {\n    const event = events[uidEventList[i]]\n\n    if (event.originalHandler === handler && event.delegationSelector === delegationSelector) {\n      return event\n    }\n  }\n\n  return null\n}\n\nfunction normalizeParams(originalTypeEvent, handler, delegationFn) {\n  const delegation = typeof handler === 'string'\n  const originalHandler = delegation ? delegationFn : handler\n\n  let typeEvent = getTypeEvent(originalTypeEvent)\n  const isNative = nativeEvents.has(typeEvent)\n\n  if (!isNative) {\n    typeEvent = originalTypeEvent\n  }\n\n  return [delegation, originalHandler, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFn, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return\n  }\n\n  if (!handler) {\n    handler = delegationFn\n    delegationFn = null\n  }\n\n  // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n  // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n  if (customEventsRegex.test(originalTypeEvent)) {\n    const wrapFn = fn => {\n      return function (event) {\n        if (!event.relatedTarget || (event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget))) {\n          return fn.call(this, event)\n        }\n      }\n    }\n\n    if (delegationFn) {\n      delegationFn = wrapFn(delegationFn)\n    } else {\n      handler = wrapFn(handler)\n    }\n  }\n\n  const [delegation, originalHandler, typeEvent] = normalizeParams(originalTypeEvent, handler, delegationFn)\n  const events = getEvent(element)\n  const handlers = events[typeEvent] || (events[typeEvent] = {})\n  const previousFn = findHandler(handlers, originalHandler, delegation ? handler : null)\n\n  if (previousFn) {\n    previousFn.oneOff = previousFn.oneOff && oneOff\n\n    return\n  }\n\n  const uid = getUidEvent(originalHandler, originalTypeEvent.replace(namespaceRegex, ''))\n  const fn = delegation ?\n    bootstrapDelegationHandler(element, handler, delegationFn) :\n    bootstrapHandler(element, handler)\n\n  fn.delegationSelector = delegation ? handler : null\n  fn.originalHandler = originalHandler\n  fn.oneOff = oneOff\n  fn.uidEvent = uid\n  handlers[uid] = fn\n\n  element.addEventListener(typeEvent, fn, delegation)\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n  const fn = findHandler(events[typeEvent], handler, delegationSelector)\n\n  if (!fn) {\n    return\n  }\n\n  element.removeEventListener(typeEvent, fn, Boolean(delegationSelector))\n  delete events[typeEvent][fn.uidEvent]\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n  const storeElementEvent = events[typeEvent] || {}\n\n  Object.keys(storeElementEvent).forEach(handlerKey => {\n    if (handlerKey.includes(namespace)) {\n      const event = storeElementEvent[handlerKey]\n\n      removeHandler(element, events, typeEvent, event.originalHandler, event.delegationSelector)\n    }\n  })\n}\n\nfunction getTypeEvent(event) {\n  // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n  event = event.replace(stripNameRegex, '')\n  return customEvents[event] || event\n}\n\nconst EventHandler = {\n  on(element, event, handler, delegationFn) {\n    addHandler(element, event, handler, delegationFn, false)\n  },\n\n  one(element, event, handler, delegationFn) {\n    addHandler(element, event, handler, delegationFn, true)\n  },\n\n  off(element, originalTypeEvent, handler, delegationFn) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return\n    }\n\n    const [delegation, originalHandler, typeEvent] = normalizeParams(originalTypeEvent, handler, delegationFn)\n    const inNamespace = typeEvent !== originalTypeEvent\n    const events = getEvent(element)\n    const isNamespace = originalTypeEvent.startsWith('.')\n\n    if (typeof originalHandler !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!events || !events[typeEvent]) {\n        return\n      }\n\n      removeHandler(element, events, typeEvent, originalHandler, delegation ? handler : null)\n      return\n    }\n\n    if (isNamespace) {\n      Object.keys(events).forEach(elementEvent => {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n      })\n    }\n\n    const storeElementEvent = events[typeEvent] || {}\n    Object.keys(storeElementEvent).forEach(keyHandlers => {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        const event = storeElementEvent[keyHandlers]\n\n        removeHandler(element, events, typeEvent, event.originalHandler, event.delegationSelector)\n      }\n    })\n  },\n\n  trigger(element, event, args) {\n    if (typeof event !== 'string' || !element) {\n      return null\n    }\n\n    const $ = getjQuery()\n    const typeEvent = getTypeEvent(event)\n    const inNamespace = event !== typeEvent\n    const isNative = nativeEvents.has(typeEvent)\n\n    let jQueryEvent\n    let bubbles = true\n    let nativeDispatch = true\n    let defaultPrevented = false\n    let evt = null\n\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args)\n\n      $(element).trigger(jQueryEvent)\n      bubbles = !jQueryEvent.isPropagationStopped()\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped()\n      defaultPrevented = jQueryEvent.isDefaultPrevented()\n    }\n\n    if (isNative) {\n      evt = document.createEvent('HTMLEvents')\n      evt.initEvent(typeEvent, bubbles, true)\n    } else {\n      evt = new CustomEvent(event, {\n        bubbles,\n        cancelable: true\n      })\n    }\n\n    // merge custom information in our event\n    if (typeof args !== 'undefined') {\n      Object.keys(args).forEach(key => {\n        Object.defineProperty(evt, key, {\n          get() {\n            return args[key]\n          }\n        })\n      })\n    }\n\n    if (defaultPrevented) {\n      evt.preventDefault()\n    }\n\n    if (nativeDispatch) {\n      element.dispatchEvent(evt)\n    }\n\n    if (evt.defaultPrevented && typeof jQueryEvent !== 'undefined') {\n      jQueryEvent.preventDefault()\n    }\n\n    return evt\n  }\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst elementMap = new Map()\n\nexport default {\n  set(element, key, instance) {\n    if (!elementMap.has(element)) {\n      elementMap.set(element, new Map())\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    // make it clear we only want one instance per element\n    // can be removed later when multiple key/instances are fine to be used\n    if (!instanceMap.has(key) && instanceMap.size !== 0) {\n      // eslint-disable-next-line no-console\n      console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`)\n      return\n    }\n\n    instanceMap.set(key, instance)\n  },\n\n  get(element, key) {\n    if (elementMap.has(element)) {\n      return elementMap.get(element).get(key) || null\n    }\n\n    return null\n  },\n\n  remove(element, key) {\n    if (!elementMap.has(element)) {\n      return\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    instanceMap.delete(key)\n\n    // free up element references if there are no instances left for an element\n    if (instanceMap.size === 0) {\n      elementMap.delete(element)\n    }\n  }\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data'\nimport {\n  executeAfterTransition,\n  getElement\n} from './util/index'\nimport EventHandler from './dom/event-handler'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst VERSION = '5.1.0'\n\nclass BaseComponent {\n  constructor(element) {\n    element = getElement(element)\n\n    if (!element) {\n      return\n    }\n\n    this._element = element\n    Data.set(this._element, this.constructor.DATA_KEY, this)\n  }\n\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY)\n    EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n    Object.getOwnPropertyNames(this).forEach(propertyName => {\n      this[propertyName] = null\n    })\n  }\n\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated)\n  }\n\n  /** Static */\n\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY)\n  }\n\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n  }\n\n  static get VERSION() {\n    return VERSION\n  }\n\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!')\n  }\n\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`\n  }\n\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`\n  }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { getElementFromSelector, isDisabled } from './index'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`\n  const name = component.NAME\n\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault()\n    }\n\n    if (isDisabled(this)) {\n      return\n    }\n\n    const target = getElementFromSelector(this) || this.closest(`.${name}`)\n    const instance = component.getOrCreateInstance(target)\n\n    // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n    instance[method]()\n  })\n}\n\nexport {\n  enableDismissTrigger\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'alert'\nconst DATA_KEY = 'bs.alert'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_CLOSE = `close${EVENT_KEY}`\nconst EVENT_CLOSED = `closed${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n    if (closeEvent.defaultPrevented) {\n      return\n    }\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove()\n    EventHandler.trigger(this._element, EVENT_CLOSED)\n    this.dispose()\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nenableDismissTrigger(Alert, 'close')\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Alert to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\n\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Button extends BaseComponent {\n  // Getters\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE))\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this)\n\n      if (config === 'toggle') {\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, event => {\n  event.preventDefault()\n\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE)\n  const data = Button.getOrCreateInstance(button)\n\n  data.toggle()\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Button to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(val) {\n  if (val === 'true') {\n    return true\n  }\n\n  if (val === 'false') {\n    return false\n  }\n\n  if (val === Number(val).toString()) {\n    return Number(val)\n  }\n\n  if (val === '' || val === 'null') {\n    return null\n  }\n\n  return val\n}\n\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`)\n}\n\nconst Manipulator = {\n  setDataAttribute(element, key, value) {\n    element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value)\n  },\n\n  removeDataAttribute(element, key) {\n    element.removeAttribute(`data-bs-${normalizeDataKey(key)}`)\n  },\n\n  getDataAttributes(element) {\n    if (!element) {\n      return {}\n    }\n\n    const attributes = {}\n\n    Object.keys(element.dataset)\n      .filter(key => key.startsWith('bs'))\n      .forEach(key => {\n        let pureKey = key.replace(/^bs/, '')\n        pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length)\n        attributes[pureKey] = normalizeData(element.dataset[key])\n      })\n\n    return attributes\n  },\n\n  getDataAttribute(element, key) {\n    return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`))\n  },\n\n  offset(element) {\n    const rect = element.getBoundingClientRect()\n\n    return {\n      top: rect.top + window.pageYOffset,\n      left: rect.left + window.pageXOffset\n    }\n  },\n\n  position(element) {\n    return {\n      top: element.offsetTop,\n      left: element.offsetLeft\n    }\n  }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible } from '../util/index'\n\nconst NODE_TEXT = 3\n\nconst SelectorEngine = {\n  find(selector, element = document.documentElement) {\n    return [].concat(...Element.prototype.querySelectorAll.call(element, selector))\n  },\n\n  findOne(selector, element = document.documentElement) {\n    return Element.prototype.querySelector.call(element, selector)\n  },\n\n  children(element, selector) {\n    return [].concat(...element.children)\n      .filter(child => child.matches(selector))\n  },\n\n  parents(element, selector) {\n    const parents = []\n\n    let ancestor = element.parentNode\n\n    while (ancestor && ancestor.nodeType === Node.ELEMENT_NODE && ancestor.nodeType !== NODE_TEXT) {\n      if (ancestor.matches(selector)) {\n        parents.push(ancestor)\n      }\n\n      ancestor = ancestor.parentNode\n    }\n\n    return parents\n  },\n\n  prev(element, selector) {\n    let previous = element.previousElementSibling\n\n    while (previous) {\n      if (previous.matches(selector)) {\n        return [previous]\n      }\n\n      previous = previous.previousElementSibling\n    }\n\n    return []\n  },\n\n  next(element, selector) {\n    let next = element.nextElementSibling\n\n    while (next) {\n      if (next.matches(selector)) {\n        return [next]\n      }\n\n      next = next.nextElementSibling\n    }\n\n    return []\n  },\n\n  focusableChildren(element) {\n    const focusables = [\n      'a',\n      'button',\n      'input',\n      'textarea',\n      'select',\n      'details',\n      '[tabindex]',\n      '[contenteditable=\"true\"]'\n    ].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(', ')\n\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el))\n  }\n}\n\nexport default SelectorEngine\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  isRTL,\n  isVisible,\n  getNextActiveElement,\n  reflow,\n  triggerTransitionEnd,\n  typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'carousel'\nconst DATA_KEY = 'bs.carousel'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst TOUCHEVENT_COMPAT_WAIT = 500 // Time for mouse compat events to fire after touch\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n  interval: 5000,\n  keyboard: true,\n  slide: false,\n  pause: 'hover',\n  wrap: true,\n  touch: true\n}\n\nconst DefaultType = {\n  interval: '(number|boolean)',\n  keyboard: 'boolean',\n  slide: '(boolean|string)',\n  pause: '(string|boolean)',\n  wrap: 'boolean',\n  touch: 'boolean'\n}\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\n\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst EVENT_SLIDE = `slide${EVENT_KEY}`\nconst EVENT_SLID = `slid${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_MOUSEENTER = `mouseenter${EVENT_KEY}`\nconst EVENT_MOUSELEAVE = `mouseleave${EVENT_KEY}`\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY}`\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY}`\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY}`\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY}`\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY}`\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_CAROUSEL = 'carousel'\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_SLIDE = 'slide'\nconst CLASS_NAME_END = 'carousel-item-end'\nconst CLASS_NAME_START = 'carousel-item-start'\nconst CLASS_NAME_NEXT = 'carousel-item-next'\nconst CLASS_NAME_PREV = 'carousel-item-prev'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ACTIVE_ITEM = '.active.carousel-item'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_NEXT_PREV = '.carousel-item-next, .carousel-item-prev'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_INDICATOR = '[data-bs-target]'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n\n    this._items = null\n    this._interval = null\n    this._activeElement = null\n    this._isPaused = false\n    this._isSliding = false\n    this.touchTimeout = null\n    this.touchStartX = 0\n    this.touchDeltaX = 0\n\n    this._config = this._getConfig(config)\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n    this._touchSupported = 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n    this._pointerEvent = Boolean(window.PointerEvent)\n\n    this._addEventListeners()\n  }\n\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  next() {\n    this._slide(ORDER_NEXT)\n  }\n\n  nextWhenVisible() {\n    // Don't call next when the page isn't visible\n    // or the carousel or its parent isn't visible\n    if (!document.hidden && isVisible(this._element)) {\n      this.next()\n    }\n  }\n\n  prev() {\n    this._slide(ORDER_PREV)\n  }\n\n  pause(event) {\n    if (!event) {\n      this._isPaused = true\n    }\n\n    if (SelectorEngine.findOne(SELECTOR_NEXT_PREV, this._element)) {\n      triggerTransitionEnd(this._element)\n      this.cycle(true)\n    }\n\n    clearInterval(this._interval)\n    this._interval = null\n  }\n\n  cycle(event) {\n    if (!event) {\n      this._isPaused = false\n    }\n\n    if (this._interval) {\n      clearInterval(this._interval)\n      this._interval = null\n    }\n\n    if (this._config && this._config.interval && !this._isPaused) {\n      this._updateInterval()\n\n      this._interval = setInterval(\n        (document.visibilityState ? this.nextWhenVisible : this.next).bind(this),\n        this._config.interval\n      )\n    }\n  }\n\n  to(index) {\n    this._activeElement = SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n    const activeIndex = this._getItemIndex(this._activeElement)\n\n    if (index > this._items.length - 1 || index < 0) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.to(index))\n      return\n    }\n\n    if (activeIndex === index) {\n      this.pause()\n      this.cycle()\n      return\n    }\n\n    const order = index > activeIndex ?\n      ORDER_NEXT :\n      ORDER_PREV\n\n    this._slide(order, this._items[index])\n  }\n\n  // Private\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...(typeof config === 'object' ? config : {})\n    }\n    typeCheckConfig(NAME, config, DefaultType)\n    return config\n  }\n\n  _handleSwipe() {\n    const absDeltax = Math.abs(this.touchDeltaX)\n\n    if (absDeltax <= SWIPE_THRESHOLD) {\n      return\n    }\n\n    const direction = absDeltax / this.touchDeltaX\n\n    this.touchDeltaX = 0\n\n    if (!direction) {\n      return\n    }\n\n    this._slide(direction > 0 ? DIRECTION_RIGHT : DIRECTION_LEFT)\n  }\n\n  _addEventListeners() {\n    if (this._config.keyboard) {\n      EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n    }\n\n    if (this._config.pause === 'hover') {\n      EventHandler.on(this._element, EVENT_MOUSEENTER, event => this.pause(event))\n      EventHandler.on(this._element, EVENT_MOUSELEAVE, event => this.cycle(event))\n    }\n\n    if (this._config.touch && this._touchSupported) {\n      this._addTouchEventListeners()\n    }\n  }\n\n  _addTouchEventListeners() {\n    const start = event => {\n      if (this._pointerEvent && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)) {\n        this.touchStartX = event.clientX\n      } else if (!this._pointerEvent) {\n        this.touchStartX = event.touches[0].clientX\n      }\n    }\n\n    const move = event => {\n      // ensure swiping with one touch and not pinching\n      this.touchDeltaX = event.touches && event.touches.length > 1 ?\n        0 :\n        event.touches[0].clientX - this.touchStartX\n    }\n\n    const end = event => {\n      if (this._pointerEvent && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)) {\n        this.touchDeltaX = event.clientX - this.touchStartX\n      }\n\n      this._handleSwipe()\n      if (this._config.pause === 'hover') {\n        // If it's a touch-enabled device, mouseenter/leave are fired as\n        // part of the mouse compatibility events on first tap - the carousel\n        // would stop cycling until user tapped out of it;\n        // here, we listen for touchend, explicitly pause the carousel\n        // (as if it's the second time we tap on it, mouseenter compat event\n        // is NOT fired) and after a timeout (to allow for mouse compatibility\n        // events to fire) we explicitly restart cycling\n\n        this.pause()\n        if (this.touchTimeout) {\n          clearTimeout(this.touchTimeout)\n        }\n\n        this.touchTimeout = setTimeout(event => this.cycle(event), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n      }\n    }\n\n    SelectorEngine.find(SELECTOR_ITEM_IMG, this._element).forEach(itemImg => {\n      EventHandler.on(itemImg, EVENT_DRAG_START, e => e.preventDefault())\n    })\n\n    if (this._pointerEvent) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => start(event))\n      EventHandler.on(this._element, EVENT_POINTERUP, event => end(event))\n\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => start(event))\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => move(event))\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => end(event))\n    }\n  }\n\n  _keydown(event) {\n    if (/input|textarea/i.test(event.target.tagName)) {\n      return\n    }\n\n    const direction = KEY_TO_DIRECTION[event.key]\n    if (direction) {\n      event.preventDefault()\n      this._slide(direction)\n    }\n  }\n\n  _getItemIndex(element) {\n    this._items = element && element.parentNode ?\n      SelectorEngine.find(SELECTOR_ITEM, element.parentNode) :\n      []\n\n    return this._items.indexOf(element)\n  }\n\n  _getItemByOrder(order, activeElement) {\n    const isNext = order === ORDER_NEXT\n    return getNextActiveElement(this._items, activeElement, isNext, this._config.wrap)\n  }\n\n  _triggerSlideEvent(relatedTarget, eventDirectionName) {\n    const targetIndex = this._getItemIndex(relatedTarget)\n    const fromIndex = this._getItemIndex(SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element))\n\n    return EventHandler.trigger(this._element, EVENT_SLIDE, {\n      relatedTarget,\n      direction: eventDirectionName,\n      from: fromIndex,\n      to: targetIndex\n    })\n  }\n\n  _setActiveIndicatorElement(element) {\n    if (this._indicatorsElement) {\n      const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement)\n\n      activeIndicator.classList.remove(CLASS_NAME_ACTIVE)\n      activeIndicator.removeAttribute('aria-current')\n\n      const indicators = SelectorEngine.find(SELECTOR_INDICATOR, this._indicatorsElement)\n\n      for (let i = 0; i < indicators.length; i++) {\n        if (Number.parseInt(indicators[i].getAttribute('data-bs-slide-to'), 10) === this._getItemIndex(element)) {\n          indicators[i].classList.add(CLASS_NAME_ACTIVE)\n          indicators[i].setAttribute('aria-current', 'true')\n          break\n        }\n      }\n    }\n  }\n\n  _updateInterval() {\n    const element = this._activeElement || SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n\n    if (!element) {\n      return\n    }\n\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n    if (elementInterval) {\n      this._config.defaultInterval = this._config.defaultInterval || this._config.interval\n      this._config.interval = elementInterval\n    } else {\n      this._config.interval = this._config.defaultInterval || this._config.interval\n    }\n  }\n\n  _slide(directionOrOrder, element) {\n    const order = this._directionToOrder(directionOrOrder)\n    const activeElement = SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n    const activeElementIndex = this._getItemIndex(activeElement)\n    const nextElement = element || this._getItemByOrder(order, activeElement)\n\n    const nextElementIndex = this._getItemIndex(nextElement)\n    const isCycling = Boolean(this._interval)\n\n    const isNext = order === ORDER_NEXT\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n    const eventDirectionName = this._orderToDirection(order)\n\n    if (nextElement && nextElement.classList.contains(CLASS_NAME_ACTIVE)) {\n      this._isSliding = false\n      return\n    }\n\n    if (this._isSliding) {\n      return\n    }\n\n    const slideEvent = this._triggerSlideEvent(nextElement, eventDirectionName)\n    if (slideEvent.defaultPrevented) {\n      return\n    }\n\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      return\n    }\n\n    this._isSliding = true\n\n    if (isCycling) {\n      this.pause()\n    }\n\n    this._setActiveIndicatorElement(nextElement)\n    this._activeElement = nextElement\n\n    const triggerSlidEvent = () => {\n      EventHandler.trigger(this._element, EVENT_SLID, {\n        relatedTarget: nextElement,\n        direction: eventDirectionName,\n        from: activeElementIndex,\n        to: nextElementIndex\n      })\n    }\n\n    if (this._element.classList.contains(CLASS_NAME_SLIDE)) {\n      nextElement.classList.add(orderClassName)\n\n      reflow(nextElement)\n\n      activeElement.classList.add(directionalClassName)\n      nextElement.classList.add(directionalClassName)\n\n      const completeCallBack = () => {\n        nextElement.classList.remove(directionalClassName, orderClassName)\n        nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n        activeElement.classList.remove(CLASS_NAME_ACTIVE, orderClassName, directionalClassName)\n\n        this._isSliding = false\n\n        setTimeout(triggerSlidEvent, 0)\n      }\n\n      this._queueCallback(completeCallBack, activeElement, true)\n    } else {\n      activeElement.classList.remove(CLASS_NAME_ACTIVE)\n      nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n      this._isSliding = false\n      triggerSlidEvent()\n    }\n\n    if (isCycling) {\n      this.cycle()\n    }\n  }\n\n  _directionToOrder(direction) {\n    if (![DIRECTION_RIGHT, DIRECTION_LEFT].includes(direction)) {\n      return direction\n    }\n\n    if (isRTL()) {\n      return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT\n    }\n\n    return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV\n  }\n\n  _orderToDirection(order) {\n    if (![ORDER_NEXT, ORDER_PREV].includes(order)) {\n      return order\n    }\n\n    if (isRTL()) {\n      return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT\n    }\n\n    return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT\n  }\n\n  // Static\n\n  static carouselInterface(element, config) {\n    const data = Carousel.getOrCreateInstance(element, config)\n\n    let { _config } = data\n    if (typeof config === 'object') {\n      _config = {\n        ..._config,\n        ...config\n      }\n    }\n\n    const action = typeof config === 'string' ? config : _config.slide\n\n    if (typeof config === 'number') {\n      data.to(config)\n    } else if (typeof action === 'string') {\n      if (typeof data[action] === 'undefined') {\n        throw new TypeError(`No method named \"${action}\"`)\n      }\n\n      data[action]()\n    } else if (_config.interval && _config.ride) {\n      data.pause()\n      data.cycle()\n    }\n  }\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      Carousel.carouselInterface(this, config)\n    })\n  }\n\n  static dataApiClickHandler(event) {\n    const target = getElementFromSelector(this)\n\n    if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n      return\n    }\n\n    const config = {\n      ...Manipulator.getDataAttributes(target),\n      ...Manipulator.getDataAttributes(this)\n    }\n    const slideIndex = this.getAttribute('data-bs-slide-to')\n\n    if (slideIndex) {\n      config.interval = false\n    }\n\n    Carousel.carouselInterface(target, config)\n\n    if (slideIndex) {\n      Carousel.getInstance(target).to(slideIndex)\n    }\n\n    event.preventDefault()\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, Carousel.dataApiClickHandler)\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n  for (let i = 0, len = carousels.length; i < len; i++) {\n    Carousel.carouselInterface(carousels[i], Carousel.getInstance(carousels[i]))\n  }\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Carousel to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getSelectorFromElement,\n  getElementFromSelector,\n  reflow,\n  typeCheckConfig\n} from './util/index'\nimport Data from './dom/data'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst Default = {\n  toggle: true,\n  parent: null\n}\n\nconst DefaultType = {\n  toggle: 'boolean',\n  parent: '(null|element)'\n}\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_COLLAPSE = 'collapse'\nconst CLASS_NAME_COLLAPSING = 'collapsing'\nconst CLASS_NAME_COLLAPSED = 'collapsed'\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.show, .collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n\n    this._isTransitioning = false\n    this._config = this._getConfig(config)\n    this._triggerArray = []\n\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (let i = 0, len = toggleList.length; i < len; i++) {\n      const elem = toggleList[i]\n      const selector = getSelectorFromElement(elem)\n      const filterElement = SelectorEngine.find(selector)\n        .filter(foundElem => foundElem === this._element)\n\n      if (selector !== null && filterElement.length) {\n        this._selector = selector\n        this._triggerArray.push(elem)\n      }\n    }\n\n    this._initializeChildren()\n\n    if (!this._config.parent) {\n      this._addAriaAndCollapsedClass(this._triggerArray, this._isShown())\n    }\n\n    if (this._config.toggle) {\n      this.toggle()\n    }\n  }\n\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  toggle() {\n    if (this._isShown()) {\n      this.hide()\n    } else {\n      this.show()\n    }\n  }\n\n  show() {\n    if (this._isTransitioning || this._isShown()) {\n      return\n    }\n\n    let actives = []\n    let activesData\n\n    if (this._config.parent) {\n      const children = SelectorEngine.find(`.${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`, this._config.parent)\n      actives = SelectorEngine.find(SELECTOR_ACTIVES, this._config.parent).filter(elem => !children.includes(elem)) // remove children if greater depth\n    }\n\n    const container = SelectorEngine.findOne(this._selector)\n    if (actives.length) {\n      const tempActiveData = actives.find(elem => container !== elem)\n      activesData = tempActiveData ? Collapse.getInstance(tempActiveData) : null\n\n      if (activesData && activesData._isTransitioning) {\n        return\n      }\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    actives.forEach(elemActive => {\n      if (container !== elemActive) {\n        Collapse.getOrCreateInstance(elemActive, { toggle: false }).hide()\n      }\n\n      if (!activesData) {\n        Data.set(elemActive, DATA_KEY, null)\n      }\n    })\n\n    const dimension = this._getDimension()\n\n    this._element.classList.remove(CLASS_NAME_COLLAPSE)\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n\n    this._element.style[dimension] = 0\n\n    this._addAriaAndCollapsedClass(this._triggerArray, true)\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n      this._element.style[dimension] = ''\n\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n    }\n\n    const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1)\n    const scrollSize = `scroll${capitalizedDimension}`\n\n    this._queueCallback(complete, this._element, true)\n    this._element.style[dimension] = `${this._element[scrollSize]}px`\n  }\n\n  hide() {\n    if (this._isTransitioning || !this._isShown()) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n    this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n    const triggerArrayLength = this._triggerArray.length\n    for (let i = 0; i < triggerArrayLength; i++) {\n      const trigger = this._triggerArray[i]\n      const elem = getElementFromSelector(trigger)\n\n      if (elem && !this._isShown(elem)) {\n        this._addAriaAndCollapsedClass([trigger], false)\n      }\n    }\n\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.style[dimension] = ''\n\n    this._queueCallback(complete, this._element, true)\n  }\n\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...config\n    }\n    config.toggle = Boolean(config.toggle) // Coerce string values\n    config.parent = getElement(config.parent)\n    typeCheckConfig(NAME, config, DefaultType)\n    return config\n  }\n\n  _getDimension() {\n    return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT\n  }\n\n  _initializeChildren() {\n    if (!this._config.parent) {\n      return\n    }\n\n    const children = SelectorEngine.find(`.${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`, this._config.parent)\n    SelectorEngine.find(SELECTOR_DATA_TOGGLE, this._config.parent).filter(elem => !children.includes(elem))\n      .forEach(element => {\n        const selected = getElementFromSelector(element)\n\n        if (selected) {\n          this._addAriaAndCollapsedClass([element], this._isShown(selected))\n        }\n      })\n  }\n\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return\n    }\n\n    triggerArray.forEach(elem => {\n      if (isOpen) {\n        elem.classList.remove(CLASS_NAME_COLLAPSED)\n      } else {\n        elem.classList.add(CLASS_NAME_COLLAPSED)\n      }\n\n      elem.setAttribute('aria-expanded', isOpen)\n    })\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const _config = {}\n      if (typeof config === 'string' && /show|hide/.test(config)) {\n        _config.toggle = false\n      }\n\n      const data = Collapse.getOrCreateInstance(this, _config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  // preventDefault only for <a> elements (which change the URL) not inside the collapsible element\n  if (event.target.tagName === 'A' || (event.delegateTarget && event.delegateTarget.tagName === 'A')) {\n    event.preventDefault()\n  }\n\n  const selector = getSelectorFromElement(this)\n  const selectorElements = SelectorEngine.find(selector)\n\n  selectorElements.forEach(element => {\n    Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n  })\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Collapse to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Collapse)\n\nexport default Collapse\n","export var top = 'top';\nexport var bottom = 'bottom';\nexport var right = 'right';\nexport var left = 'left';\nexport var auto = 'auto';\nexport var basePlacements = [top, bottom, right, left];\nexport var start = 'start';\nexport var end = 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n  return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n  return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n  return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n  if (node == null) {\n    return window;\n  }\n\n  if (node.toString() !== '[object Window]') {\n    var ownerDocument = node.ownerDocument;\n    return ownerDocument ? ownerDocument.defaultView || window : window;\n  }\n\n  return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n  var OwnElement = getWindow(node).Element;\n  return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n  var OwnElement = getWindow(node).HTMLElement;\n  return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n  // IE 11 has no ShadowRoot\n  if (typeof ShadowRoot === 'undefined') {\n    return false;\n  }\n\n  var OwnElement = getWindow(node).ShadowRoot;\n  return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n  var state = _ref.state;\n  Object.keys(state.elements).forEach(function (name) {\n    var style = state.styles[name] || {};\n    var attributes = state.attributes[name] || {};\n    var element = state.elements[name]; // arrow is optional + virtual elements\n\n    if (!isHTMLElement(element) || !getNodeName(element)) {\n      return;\n    } // Flow doesn't support to extend this property, but it's the most\n    // effective way to apply styles to an HTMLElement\n    // $FlowFixMe[cannot-write]\n\n\n    Object.assign(element.style, style);\n    Object.keys(attributes).forEach(function (name) {\n      var value = attributes[name];\n\n      if (value === false) {\n        element.removeAttribute(name);\n      } else {\n        element.setAttribute(name, value === true ? '' : value);\n      }\n    });\n  });\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state;\n  var initialStyles = {\n    popper: {\n      position: state.options.strategy,\n      left: '0',\n      top: '0',\n      margin: '0'\n    },\n    arrow: {\n      position: 'absolute'\n    },\n    reference: {}\n  };\n  Object.assign(state.elements.popper.style, initialStyles.popper);\n  state.styles = initialStyles;\n\n  if (state.elements.arrow) {\n    Object.assign(state.elements.arrow.style, initialStyles.arrow);\n  }\n\n  return function () {\n    Object.keys(state.elements).forEach(function (name) {\n      var element = state.elements[name];\n      var attributes = state.attributes[name] || {};\n      var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n      var style = styleProperties.reduce(function (style, property) {\n        style[property] = '';\n        return style;\n      }, {}); // arrow is optional + virtual elements\n\n      if (!isHTMLElement(element) || !getNodeName(element)) {\n        return;\n      }\n\n      Object.assign(element.style, style);\n      Object.keys(attributes).forEach(function (attribute) {\n        element.removeAttribute(attribute);\n      });\n    });\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'applyStyles',\n  enabled: true,\n  phase: 'write',\n  fn: applyStyles,\n  effect: effect,\n  requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n  return placement.split('-')[0];\n}","import { isHTMLElement } from \"./instanceOf.js\";\nvar round = Math.round;\nexport default function getBoundingClientRect(element, includeScale) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  var rect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (isHTMLElement(element) && includeScale) {\n    // Fallback to 1 in case both values are `0`\n    scaleX = rect.width / element.offsetWidth || 1;\n    scaleY = rect.height / element.offsetHeight || 1;\n  }\n\n  return {\n    width: round(rect.width / scaleX),\n    height: round(rect.height / scaleY),\n    top: round(rect.top / scaleY),\n    right: round(rect.right / scaleX),\n    bottom: round(rect.bottom / scaleY),\n    left: round(rect.left / scaleX),\n    x: round(rect.left / scaleX),\n    y: round(rect.top / scaleY)\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n  var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n  // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n  var width = element.offsetWidth;\n  var height = element.offsetHeight;\n\n  if (Math.abs(clientRect.width - width) <= 1) {\n    width = clientRect.width;\n  }\n\n  if (Math.abs(clientRect.height - height) <= 1) {\n    height = clientRect.height;\n  }\n\n  return {\n    x: element.offsetLeft,\n    y: element.offsetTop,\n    width: width,\n    height: height\n  };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n  var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n  if (parent.contains(child)) {\n    return true;\n  } // then fallback to custom implementation with Shadow DOM support\n  else if (rootNode && isShadowRoot(rootNode)) {\n      var next = child;\n\n      do {\n        if (next && parent.isSameNode(next)) {\n          return true;\n        } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n        next = next.parentNode || next.host;\n      } while (next);\n    } // Give up, the result is false\n\n\n  return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n  return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n  return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n  // $FlowFixMe[incompatible-return]: assume body is always available\n  return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n  element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n  if (getNodeName(element) === 'html') {\n    return element;\n  }\n\n  return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n    // $FlowFixMe[incompatible-return]\n    // $FlowFixMe[prop-missing]\n    element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n    element.parentNode || ( // DOM Element detected\n    isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n    // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n    getDocumentElement(element) // fallback\n\n  );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\n\nfunction getTrueOffsetParent(element) {\n  if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n  getComputedStyle(element).position === 'fixed') {\n    return null;\n  }\n\n  return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n  var isFirefox = navigator.userAgent.toLowerCase().indexOf('firefox') !== -1;\n  var isIE = navigator.userAgent.indexOf('Trident') !== -1;\n\n  if (isIE && isHTMLElement(element)) {\n    // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n    var elementCss = getComputedStyle(element);\n\n    if (elementCss.position === 'fixed') {\n      return null;\n    }\n  }\n\n  var currentNode = getParentNode(element);\n\n  while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n    var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n    // create a containing block.\n    // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n    if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n      return currentNode;\n    } else {\n      currentNode = currentNode.parentNode;\n    }\n  }\n\n  return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n  var window = getWindow(element);\n  var offsetParent = getTrueOffsetParent(element);\n\n  while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n    offsetParent = getTrueOffsetParent(offsetParent);\n  }\n\n  if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n    return window;\n  }\n\n  return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n  return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport default function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n  return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n  return {\n    top: 0,\n    right: 0,\n    bottom: 0,\n    left: 0\n  };\n}","export default function expandToHashMap(value, keys) {\n  return keys.reduce(function (hashMap, key) {\n    hashMap[key] = value;\n    return hashMap;\n  }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport within from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n  padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : padding;\n  return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n  var _state$modifiersData$;\n\n  var state = _ref.state,\n      name = _ref.name,\n      options = _ref.options;\n  var arrowElement = state.elements.arrow;\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var basePlacement = getBasePlacement(state.placement);\n  var axis = getMainAxisFromPlacement(basePlacement);\n  var isVertical = [left, right].indexOf(basePlacement) >= 0;\n  var len = isVertical ? 'height' : 'width';\n\n  if (!arrowElement || !popperOffsets) {\n    return;\n  }\n\n  var paddingObject = toPaddingObject(options.padding, state);\n  var arrowRect = getLayoutRect(arrowElement);\n  var minProp = axis === 'y' ? top : left;\n  var maxProp = axis === 'y' ? bottom : right;\n  var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n  var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n  var arrowOffsetParent = getOffsetParent(arrowElement);\n  var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n  var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n  // outside of the popper bounds\n\n  var min = paddingObject[minProp];\n  var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n  var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n  var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n  var axisProp = axis;\n  state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options;\n  var _options$element = options.element,\n      arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (process.env.NODE_ENV !== \"production\") {\n    if (!isHTMLElement(arrowElement)) {\n      console.error(['Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).', 'To use an SVG arrow, wrap it in an HTMLElement that will be used as', 'the arrow.'].join(' '));\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    if (process.env.NODE_ENV !== \"production\") {\n      console.error(['Popper: \"arrow\" modifier\\'s `element` must be a child of the popper', 'element.'].join(' '));\n    }\n\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","import { top, left, right, bottom } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref) {\n  var x = _ref.x,\n      y = _ref.y;\n  var win = window;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(round(x * dpr) / dpr) || 0,\n    y: round(round(y * dpr) / dpr) || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets;\n\n  var _ref3 = roundOffsets === true ? roundOffsetsByDPR(offsets) : typeof roundOffsets === 'function' ? roundOffsets(offsets) : offsets,\n      _ref3$x = _ref3.x,\n      x = _ref3$x === void 0 ? 0 : _ref3$x,\n      _ref3$y = _ref3.y,\n      y = _ref3$y === void 0 ? 0 : _ref3$y;\n\n  var hasX = offsets.hasOwnProperty('x');\n  var hasY = offsets.hasOwnProperty('y');\n  var sideX = left;\n  var sideY = top;\n  var win = window;\n\n  if (adaptive) {\n    var offsetParent = getOffsetParent(popper);\n    var heightProp = 'clientHeight';\n    var widthProp = 'clientWidth';\n\n    if (offsetParent === getWindow(popper)) {\n      offsetParent = getDocumentElement(popper);\n\n      if (getComputedStyle(offsetParent).position !== 'static') {\n        heightProp = 'scrollHeight';\n        widthProp = 'scrollWidth';\n      }\n    } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n    offsetParent = offsetParent;\n\n    if (placement === top) {\n      sideY = bottom; // $FlowFixMe[prop-missing]\n\n      y -= offsetParent[heightProp] - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left) {\n      sideX = right; // $FlowFixMe[prop-missing]\n\n      x -= offsetParent[widthProp] - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  if (gpuAcceleration) {\n    var _Object$assign;\n\n    return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) < 2 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n  }\n\n  return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref4) {\n  var state = _ref4.state,\n      options = _ref4.options;\n  var _options$gpuAccelerat = options.gpuAcceleration,\n      gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n      _options$adaptive = options.adaptive,\n      adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n      _options$roundOffsets = options.roundOffsets,\n      roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n\n  if (process.env.NODE_ENV !== \"production\") {\n    var transitionProperty = getComputedStyle(state.elements.popper).transitionProperty || '';\n\n    if (adaptive && ['transform', 'top', 'right', 'bottom', 'left'].some(function (property) {\n      return transitionProperty.indexOf(property) >= 0;\n    })) {\n      console.warn(['Popper: Detected CSS transitions on at least one of the following', 'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".', '\\n\\n', 'Disable the \"computeStyles\" modifier\\'s `adaptive` option to allow', 'for smooth transitions, or remove these properties from the CSS', 'transition declaration on the popper element if only transitioning', 'opacity or background-color for example.', '\\n\\n', 'We recommend using the popper element as a wrapper around an inner', 'element that can have any CSS property transitioned for animations.'].join(' '));\n    }\n  }\n\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$scroll = options.scroll,\n      scroll = _options$scroll === void 0 ? true : _options$scroll,\n      _options$resize = options.resize,\n      resize = _options$resize === void 0 ? true : _options$resize;\n  var window = getWindow(state.elements.popper);\n  var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n  if (scroll) {\n    scrollParents.forEach(function (scrollParent) {\n      scrollParent.addEventListener('scroll', instance.update, passive);\n    });\n  }\n\n  if (resize) {\n    window.addEventListener('resize', instance.update, passive);\n  }\n\n  return function () {\n    if (scroll) {\n      scrollParents.forEach(function (scrollParent) {\n        scrollParent.removeEventListener('scroll', instance.update, passive);\n      });\n    }\n\n    if (resize) {\n      window.removeEventListener('resize', instance.update, passive);\n    }\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'eventListeners',\n  enabled: true,\n  phase: 'write',\n  fn: function fn() {},\n  effect: effect,\n  data: {}\n};","var hash = {\n  left: 'right',\n  right: 'left',\n  bottom: 'top',\n  top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n  return placement.replace(/left|right|bottom|top/g, function (matched) {\n    return hash[matched];\n  });\n}","var hash = {\n  start: 'end',\n  end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n  return placement.replace(/start|end/g, function (matched) {\n    return hash[matched];\n  });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n  var win = getWindow(node);\n  var scrollLeft = win.pageXOffset;\n  var scrollTop = win.pageYOffset;\n  return {\n    scrollLeft: scrollLeft,\n    scrollTop: scrollTop\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n  // If <html> has a CSS width greater than the viewport, then this will be\n  // incorrect for RTL.\n  // Popper 1 is broken in this case and never had a bug report so let's assume\n  // it's not an issue. I don't think anyone ever specifies width on <html>\n  // anyway.\n  // Browsers where the left scrollbar doesn't cause an issue report `0` for\n  // this (e.g. Edge 2019, IE11, Safari)\n  return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n  // Firefox wants us to check `-x` and `-y` variations as well\n  var _getComputedStyle = getComputedStyle(element),\n      overflow = _getComputedStyle.overflow,\n      overflowX = _getComputedStyle.overflowX,\n      overflowY = _getComputedStyle.overflowY;\n\n  return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$ownerDocumen;\n\n  if (list === void 0) {\n    list = [];\n  }\n\n  var scrollParent = getScrollParent(element);\n  var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n  var win = getWindow(scrollParent);\n  var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n  var updatedList = list.concat(target);\n  return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n  updatedList.concat(listScrollParents(getParentNode(target)));\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n  if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","export default function rectToClientRect(rect) {\n  return Object.assign({}, rect, {\n    left: rect.x,\n    top: rect.y,\n    right: rect.x + rect.width,\n    bottom: rect.y + rect.height\n  });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element) {\n  var rect = getBoundingClientRect(element);\n  rect.top = rect.top + element.clientTop;\n  rect.left = rect.left + element.clientLeft;\n  rect.bottom = rect.top + element.clientHeight;\n  rect.right = rect.left + element.clientWidth;\n  rect.width = element.clientWidth;\n  rect.height = element.clientHeight;\n  rect.x = rect.left;\n  rect.y = rect.top;\n  return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element)) : isHTMLElement(clippingParent) ? getInnerBoundingClientRect(clippingParent) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n  var clippingParents = listScrollParents(getParentNode(element));\n  var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n  var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n  if (!isElement(clipperElement)) {\n    return [];\n  } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n  return clippingParents.filter(function (clippingParent) {\n    return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n  });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary) {\n  var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n  var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n  var firstClippingParent = clippingParents[0];\n  var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n    var rect = getClientRectFromMixedType(element, clippingParent);\n    accRect.top = max(rect.top, accRect.top);\n    accRect.right = min(rect.right, accRect.right);\n    accRect.bottom = min(rect.bottom, accRect.bottom);\n    accRect.left = max(rect.left, accRect.left);\n    return accRect;\n  }, getClientRectFromMixedType(element, firstClippingParent));\n  clippingRect.width = clippingRect.right - clippingRect.left;\n  clippingRect.height = clippingRect.bottom - clippingRect.top;\n  clippingRect.x = clippingRect.left;\n  clippingRect.y = clippingRect.top;\n  return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nexport default function getViewportRect(element) {\n  var win = getWindow(element);\n  var html = getDocumentElement(element);\n  var visualViewport = win.visualViewport;\n  var width = html.clientWidth;\n  var height = html.clientHeight;\n  var x = 0;\n  var y = 0; // NB: This isn't supported on iOS <= 12. If the keyboard is open, the popper\n  // can be obscured underneath it.\n  // Also, `html.clientHeight` adds the bottom bar height in Safari iOS, even\n  // if it isn't open, so if this isn't available, the popper will be detected\n  // to overflow the bottom of the screen too early.\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height; // Uses Layout Viewport (like Chrome; Safari does not currently)\n    // In Chrome, it returns a value very close to 0 (+/-) but contains rounding\n    // errors due to floating point numbers, so we need to check precision.\n    // Safari returns a number <= 0, usually < -1 when pinch-zoomed\n    // Feature detection fails in mobile emulation mode in Chrome.\n    // Math.abs(win.innerWidth / visualViewport.scale - visualViewport.width) <\n    // 0.001\n    // Fallback here: \"Not Safari\" userAgent\n\n    if (!/^((?!chrome|android).)*safari/i.test(navigator.userAgent)) {\n      x = visualViewport.offsetLeft;\n      y = visualViewport.offsetTop;\n    }\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x + getWindowScrollBarX(element),\n    y: y\n  };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `<html>` and `<body>` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n  var _element$ownerDocumen;\n\n  var html = getDocumentElement(element);\n  var winScroll = getWindowScroll(element);\n  var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n  var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n  var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n  var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n  var y = -winScroll.scrollTop;\n\n  if (getComputedStyle(body || html).direction === 'rtl') {\n    x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x,\n    y: y\n  };\n}","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n  var reference = _ref.reference,\n      element = _ref.element,\n      placement = _ref.placement;\n  var basePlacement = placement ? getBasePlacement(placement) : null;\n  var variation = placement ? getVariation(placement) : null;\n  var commonX = reference.x + reference.width / 2 - element.width / 2;\n  var commonY = reference.y + reference.height / 2 - element.height / 2;\n  var offsets;\n\n  switch (basePlacement) {\n    case top:\n      offsets = {\n        x: commonX,\n        y: reference.y - element.height\n      };\n      break;\n\n    case bottom:\n      offsets = {\n        x: commonX,\n        y: reference.y + reference.height\n      };\n      break;\n\n    case right:\n      offsets = {\n        x: reference.x + reference.width,\n        y: commonY\n      };\n      break;\n\n    case left:\n      offsets = {\n        x: reference.x - element.width,\n        y: commonY\n      };\n      break;\n\n    default:\n      offsets = {\n        x: reference.x,\n        y: reference.y\n      };\n  }\n\n  var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n  if (mainAxis != null) {\n    var len = mainAxis === 'y' ? 'height' : 'width';\n\n    switch (variation) {\n      case start:\n        offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n        break;\n\n      case end:\n        offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n        break;\n\n      default:\n    }\n  }\n\n  return offsets;\n}","import getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      _options$placement = _options.placement,\n      placement = _options$placement === void 0 ? state.placement : _options$placement,\n      _options$boundary = _options.boundary,\n      boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n      _options$rootBoundary = _options.rootBoundary,\n      rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n      _options$elementConte = _options.elementContext,\n      elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n      _options$altBoundary = _options.altBoundary,\n      altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n      _options$padding = _options.padding,\n      padding = _options$padding === void 0 ? 0 : _options$padding;\n  var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n  var altContext = elementContext === popper ? reference : popper;\n  var referenceElement = state.elements.reference;\n  var popperRect = state.rects.popper;\n  var element = state.elements[altBoundary ? altContext : elementContext];\n  var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary);\n  var referenceClientRect = getBoundingClientRect(referenceElement);\n  var popperOffsets = computeOffsets({\n    reference: referenceClientRect,\n    element: popperRect,\n    strategy: 'absolute',\n    placement: placement\n  });\n  var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n  var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n  // 0 or negative = within the clipping rect\n\n  var overflowOffsets = {\n    top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n    bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n    left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n    right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n  };\n  var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n  if (elementContext === popper && offsetData) {\n    var offset = offsetData[placement];\n    Object.keys(overflowOffsets).forEach(function (key) {\n      var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n      var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n      overflowOffsets[key] += offset[axis] * multiply;\n    });\n  }\n\n  return overflowOffsets;\n}","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      placement = _options.placement,\n      boundary = _options.boundary,\n      rootBoundary = _options.rootBoundary,\n      padding = _options.padding,\n      flipVariations = _options.flipVariations,\n      _options$allowedAutoP = _options.allowedAutoPlacements,\n      allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n  var variation = getVariation(placement);\n  var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n    return getVariation(placement) === variation;\n  }) : basePlacements;\n  var allowedPlacements = placements.filter(function (placement) {\n    return allowedAutoPlacements.indexOf(placement) >= 0;\n  });\n\n  if (allowedPlacements.length === 0) {\n    allowedPlacements = placements;\n\n    if (process.env.NODE_ENV !== \"production\") {\n      console.error(['Popper: The `allowedAutoPlacements` option did not allow any', 'placements. Ensure the `placement` option matches the variation', 'of the allowed placements.', 'For example, \"auto\" cannot be used to allow \"bottom-start\".', 'Use \"auto-start\" instead.'].join(' '));\n    }\n  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n      specifiedFallbackPlacements = options.fallbackPlacements,\n      padding = options.padding,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      _options$flipVariatio = options.flipVariations,\n      flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n      allowedAutoPlacements = options.allowedAutoPlacements;\n  var preferredPlacement = state.options.placement;\n  var basePlacement = getBasePlacement(preferredPlacement);\n  var isBasePlacement = basePlacement === preferredPlacement;\n  var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n  var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n    return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding,\n      flipVariations: flipVariations,\n      allowedAutoPlacements: allowedAutoPlacements\n    }) : placement);\n  }, []);\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var checksMap = new Map();\n  var makeFallbackChecks = true;\n  var firstFittingPlacement = placements[0];\n\n  for (var i = 0; i < placements.length; i++) {\n    var placement = placements[i];\n\n    var _basePlacement = getBasePlacement(placement);\n\n    var isStartVariation = getVariation(placement) === start;\n    var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n    var len = isVertical ? 'width' : 'height';\n    var overflow = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      altBoundary: altBoundary,\n      padding: padding\n    });\n    var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n    if (referenceRect[len] > popperRect[len]) {\n      mainVariationSide = getOppositePlacement(mainVariationSide);\n    }\n\n    var altVariationSide = getOppositePlacement(mainVariationSide);\n    var checks = [];\n\n    if (checkMainAxis) {\n      checks.push(overflow[_basePlacement] <= 0);\n    }\n\n    if (checkAltAxis) {\n      checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n    }\n\n    if (checks.every(function (check) {\n      return check;\n    })) {\n      firstFittingPlacement = placement;\n      makeFallbackChecks = false;\n      break;\n    }\n\n    checksMap.set(placement, checks);\n  }\n\n  if (makeFallbackChecks) {\n    // `2` may be desired in some cases – research later\n    var numberOfChecks = flipVariations ? 3 : 1;\n\n    var _loop = function _loop(_i) {\n      var fittingPlacement = placements.find(function (placement) {\n        var checks = checksMap.get(placement);\n\n        if (checks) {\n          return checks.slice(0, _i).every(function (check) {\n            return check;\n          });\n        }\n      });\n\n      if (fittingPlacement) {\n        firstFittingPlacement = fittingPlacement;\n        return \"break\";\n      }\n    };\n\n    for (var _i = numberOfChecks; _i > 0; _i--) {\n      var _ret = _loop(_i);\n\n      if (_ret === \"break\") break;\n    }\n  }\n\n  if (state.placement !== firstFittingPlacement) {\n    state.modifiersData[name]._skip = true;\n    state.placement = firstFittingPlacement;\n    state.reset = true;\n  }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'flip',\n  enabled: true,\n  phase: 'main',\n  fn: flip,\n  requiresIfExists: ['offset'],\n  data: {\n    _skip: false\n  }\n};","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n  if (preventedOffsets === void 0) {\n    preventedOffsets = {\n      x: 0,\n      y: 0\n    };\n  }\n\n  return {\n    top: overflow.top - rect.height - preventedOffsets.y,\n    right: overflow.right - rect.width + preventedOffsets.x,\n    bottom: overflow.bottom - rect.height + preventedOffsets.y,\n    left: overflow.left - rect.width - preventedOffsets.x\n  };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n  return [top, right, bottom, left].some(function (side) {\n    return overflow[side] >= 0;\n  });\n}\n\nfunction hide(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var preventedOffsets = state.modifiersData.preventOverflow;\n  var referenceOverflow = detectOverflow(state, {\n    elementContext: 'reference'\n  });\n  var popperAltOverflow = detectOverflow(state, {\n    altBoundary: true\n  });\n  var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n  var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n  var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n  var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n  state.modifiersData[name] = {\n    referenceClippingOffsets: referenceClippingOffsets,\n    popperEscapeOffsets: popperEscapeOffsets,\n    isReferenceHidden: isReferenceHidden,\n    hasPopperEscaped: hasPopperEscaped\n  };\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-reference-hidden': isReferenceHidden,\n    'data-popper-escaped': hasPopperEscaped\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'hide',\n  enabled: true,\n  phase: 'main',\n  requiresIfExists: ['preventOverflow'],\n  fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\";\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n  var basePlacement = getBasePlacement(placement);\n  var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n  var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n    placement: placement\n  })) : offset,\n      skidding = _ref[0],\n      distance = _ref[1];\n\n  skidding = skidding || 0;\n  distance = (distance || 0) * invertDistance;\n  return [left, right].indexOf(basePlacement) >= 0 ? {\n    x: distance,\n    y: skidding\n  } : {\n    x: skidding,\n    y: distance\n  };\n}\n\nfunction offset(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options,\n      name = _ref2.name;\n  var _options$offset = options.offset,\n      offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n  var data = placements.reduce(function (acc, placement) {\n    acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n    return acc;\n  }, {});\n  var _data$state$placement = data[state.placement],\n      x = _data$state$placement.x,\n      y = _data$state$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport within from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { max as mathMax, min as mathMin } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      padding = options.padding,\n      _options$tether = options.tether,\n      tether = _options$tether === void 0 ? true : _options$tether,\n      _options$tetherOffset = options.tetherOffset,\n      tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis || checkAltAxis) {\n    var mainSide = mainAxis === 'y' ? top : left;\n    var altSide = mainAxis === 'y' ? bottom : right;\n    var len = mainAxis === 'y' ? 'height' : 'width';\n    var offset = popperOffsets[mainAxis];\n    var min = popperOffsets[mainAxis] + overflow[mainSide];\n    var max = popperOffsets[mainAxis] - overflow[altSide];\n    var additive = tether ? -popperRect[len] / 2 : 0;\n    var minLen = variation === start ? referenceRect[len] : popperRect[len];\n    var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n    // outside the reference bounds\n\n    var arrowElement = state.elements.arrow;\n    var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n      width: 0,\n      height: 0\n    };\n    var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n    var arrowPaddingMin = arrowPaddingObject[mainSide];\n    var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n    // to include its full size in the calculation. If the reference is small\n    // and near the edge of a boundary, the popper can overflow even if the\n    // reference is not overflowing as well (e.g. virtual elements with no\n    // width or height)\n\n    var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n    var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - tetherOffsetValue : minLen - arrowLen - arrowPaddingMin - tetherOffsetValue;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + tetherOffsetValue : maxLen + arrowLen + arrowPaddingMax + tetherOffsetValue;\n    var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n    var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n    var offsetModifierValue = state.modifiersData.offset ? state.modifiersData.offset[state.placement][mainAxis] : 0;\n    var tetherMin = popperOffsets[mainAxis] + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = popperOffsets[mainAxis] + maxOffset - offsetModifierValue;\n\n    if (checkMainAxis) {\n      var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n      popperOffsets[mainAxis] = preventedOffset;\n      data[mainAxis] = preventedOffset - offset;\n    }\n\n    if (checkAltAxis) {\n      var _mainSide = mainAxis === 'x' ? top : left;\n\n      var _altSide = mainAxis === 'x' ? bottom : right;\n\n      var _offset = popperOffsets[altAxis];\n\n      var _min = _offset + overflow[_mainSide];\n\n      var _max = _offset - overflow[_altSide];\n\n      var _preventedOffset = within(tether ? mathMin(_min, tetherMin) : _min, _offset, tether ? mathMax(_max, tetherMax) : _max);\n\n      popperOffsets[altAxis] = _preventedOffset;\n      data[altAxis] = _preventedOffset - _offset;\n    }\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'preventOverflow',\n  enabled: true,\n  phase: 'main',\n  fn: preventOverflow,\n  requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n  return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = rect.width / element.offsetWidth || 1;\n  var scaleY = rect.height / element.offsetHeight || 1;\n  return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n  if (isFixed === void 0) {\n    isFixed = false;\n  }\n\n  var isOffsetParentAnElement = isHTMLElement(offsetParent);\n  var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n  var documentElement = getDocumentElement(offsetParent);\n  var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled);\n  var scroll = {\n    scrollLeft: 0,\n    scrollTop: 0\n  };\n  var offsets = {\n    x: 0,\n    y: 0\n  };\n\n  if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n    if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n    isScrollParent(documentElement)) {\n      scroll = getNodeScroll(offsetParent);\n    }\n\n    if (isHTMLElement(offsetParent)) {\n      offsets = getBoundingClientRect(offsetParent, true);\n      offsets.x += offsetParent.clientLeft;\n      offsets.y += offsetParent.clientTop;\n    } else if (documentElement) {\n      offsets.x = getWindowScrollBarX(documentElement);\n    }\n  }\n\n  return {\n    x: rect.left + scroll.scrollLeft - offsets.x,\n    y: rect.top + scroll.scrollTop - offsets.y,\n    width: rect.width,\n    height: rect.height\n  };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n  if (node === getWindow(node) || !isHTMLElement(node)) {\n    return getWindowScroll(node);\n  } else {\n    return getHTMLElementScroll(node);\n  }\n}","export default function getHTMLElementScroll(element) {\n  return {\n    scrollLeft: element.scrollLeft,\n    scrollTop: element.scrollTop\n  };\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport getComputedStyle from \"./dom-utils/getComputedStyle.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport validateModifiers from \"./utils/validateModifiers.js\";\nimport uniqueBy from \"./utils/uniqueBy.js\";\nimport getBasePlacement from \"./utils/getBasePlacement.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nimport { auto } from \"./enums.js\";\nvar INVALID_ELEMENT_ERROR = 'Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.';\nvar INFINITE_LOOP_ERROR = 'Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.';\nvar DEFAULT_OPTIONS = {\n  placement: 'bottom',\n  modifiers: [],\n  strategy: 'absolute'\n};\n\nfunction areValidElements() {\n  for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n    args[_key] = arguments[_key];\n  }\n\n  return !args.some(function (element) {\n    return !(element && typeof element.getBoundingClientRect === 'function');\n  });\n}\n\nexport function popperGenerator(generatorOptions) {\n  if (generatorOptions === void 0) {\n    generatorOptions = {};\n  }\n\n  var _generatorOptions = generatorOptions,\n      _generatorOptions$def = _generatorOptions.defaultModifiers,\n      defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n      _generatorOptions$def2 = _generatorOptions.defaultOptions,\n      defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(options) {\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        }); // Validate the provided modifiers so that the consumer will get warned\n        // if one of the modifiers is invalid for any reason\n\n        if (process.env.NODE_ENV !== \"production\") {\n          var modifiers = uniqueBy([].concat(orderedModifiers, state.options.modifiers), function (_ref) {\n            var name = _ref.name;\n            return name;\n          });\n          validateModifiers(modifiers);\n\n          if (getBasePlacement(state.options.placement) === auto) {\n            var flipModifier = state.orderedModifiers.find(function (_ref2) {\n              var name = _ref2.name;\n              return name === 'flip';\n            });\n\n            if (!flipModifier) {\n              console.error(['Popper: \"auto\" placements require the \"flip\" modifier be', 'present and enabled to work.'].join(' '));\n            }\n          }\n\n          var _getComputedStyle = getComputedStyle(popper),\n              marginTop = _getComputedStyle.marginTop,\n              marginRight = _getComputedStyle.marginRight,\n              marginBottom = _getComputedStyle.marginBottom,\n              marginLeft = _getComputedStyle.marginLeft; // We no longer take into account `margins` on the popper, and it can\n          // cause bugs with positioning, so we'll warn the consumer\n\n\n          if ([marginTop, marginRight, marginBottom, marginLeft].some(function (margin) {\n            return parseFloat(margin);\n          })) {\n            console.warn(['Popper: CSS \"margin\" styles cannot be used to apply padding', 'between the popper and its reference element or boundary.', 'To replicate margin, use the `offset` modifier, as well as', 'the `padding` option in the `preventOverflow` and `flip`', 'modifiers.'].join(' '));\n          }\n        }\n\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$elements = state.elements,\n            reference = _state$elements.reference,\n            popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n        // anymore\n\n        if (!areValidElements(reference, popper)) {\n          if (process.env.NODE_ENV !== \"production\") {\n            console.error(INVALID_ELEMENT_ERROR);\n          }\n\n          return;\n        } // Store the reference and popper rects to be read by modifiers\n\n\n        state.rects = {\n          reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n          popper: getLayoutRect(popper)\n        }; // Modifiers have the ability to reset the current update cycle. The\n        // most common use case for this is the `flip` modifier changing the\n        // placement, which then needs to re-run all the modifiers, because the\n        // logic was previously ran for the previous placement and is therefore\n        // stale/incorrect\n\n        state.reset = false;\n        state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n        // is filled with the initial data specified by the modifier. This means\n        // it doesn't persist and is fresh on each update.\n        // To ensure persistent data, use `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n        var __debug_loops__ = 0;\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (process.env.NODE_ENV !== \"production\") {\n            __debug_loops__ += 1;\n\n            if (__debug_loops__ > 100) {\n              console.error(INFINITE_LOOP_ERROR);\n              break;\n            }\n          }\n\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$orderedModifie = state.orderedModifiers[index],\n              fn = _state$orderedModifie.fn,\n              _state$orderedModifie2 = _state$orderedModifie.options,\n              _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n              name = _state$orderedModifie.name;\n\n          if (typeof fn === 'function') {\n            state = fn({\n              state: state,\n              options: _options,\n              name: name,\n              instance: instance\n            }) || state;\n          }\n        }\n      },\n      // Async and optimistically optimized update – it will not be executed if\n      // not necessary (debounced to run at most once-per-tick)\n      update: debounce(function () {\n        return new Promise(function (resolve) {\n          instance.forceUpdate();\n          resolve(state);\n        });\n      }),\n      destroy: function destroy() {\n        cleanupModifierEffects();\n        isDestroyed = true;\n      }\n    };\n\n    if (!areValidElements(reference, popper)) {\n      if (process.env.NODE_ENV !== \"production\") {\n        console.error(INVALID_ELEMENT_ERROR);\n      }\n\n      return instance;\n    }\n\n    instance.setOptions(options).then(function (state) {\n      if (!isDestroyed && options.onFirstUpdate) {\n        options.onFirstUpdate(state);\n      }\n    }); // Modifiers have the ability to execute arbitrary code before the first\n    // update cycle runs. They will be executed in the same order as the update\n    // cycle. This is useful when a modifier adds some persistent data that\n    // other modifiers need to use, but the modifier is run after the dependent\n    // one.\n\n    function runModifierEffects() {\n      state.orderedModifiers.forEach(function (_ref3) {\n        var name = _ref3.name,\n            _ref3$options = _ref3.options,\n            options = _ref3$options === void 0 ? {} : _ref3$options,\n            effect = _ref3.effect;\n\n        if (typeof effect === 'function') {\n          var cleanupFn = effect({\n            state: state,\n            name: name,\n            instance: instance,\n            options: options\n          });\n\n          var noopFn = function noopFn() {};\n\n          effectCleanupFns.push(cleanupFn || noopFn);\n        }\n      });\n    }\n\n    function cleanupModifierEffects() {\n      effectCleanupFns.forEach(function (fn) {\n        return fn();\n      });\n      effectCleanupFns = [];\n    }\n\n    return instance;\n  };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n  var pending;\n  return function () {\n    if (!pending) {\n      pending = new Promise(function (resolve) {\n        Promise.resolve().then(function () {\n          pending = undefined;\n          resolve(fn());\n        });\n      });\n    }\n\n    return pending;\n  };\n}","export default function mergeByName(modifiers) {\n  var merged = modifiers.reduce(function (merged, current) {\n    var existing = merged[current.name];\n    merged[current.name] = existing ? Object.assign({}, existing, current, {\n      options: Object.assign({}, existing.options, current.options),\n      data: Object.assign({}, existing.data, current.data)\n    }) : current;\n    return merged;\n  }, {}); // IE11 does not support Object.values\n\n  return Object.keys(merged).map(function (key) {\n    return merged[key];\n  });\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n  var map = new Map();\n  var visited = new Set();\n  var result = [];\n  modifiers.forEach(function (modifier) {\n    map.set(modifier.name, modifier);\n  }); // On visiting object, check for its dependencies and visit them recursively\n\n  function sort(modifier) {\n    visited.add(modifier.name);\n    var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n    requires.forEach(function (dep) {\n      if (!visited.has(dep)) {\n        var depModifier = map.get(dep);\n\n        if (depModifier) {\n          sort(depModifier);\n        }\n      }\n    });\n    result.push(modifier);\n  }\n\n  modifiers.forEach(function (modifier) {\n    if (!visited.has(modifier.name)) {\n      // check for visited object\n      sort(modifier);\n    }\n  });\n  return result;\n}\n\nexport default function orderModifiers(modifiers) {\n  // order based on dependencies\n  var orderedModifiers = order(modifiers); // order based on phase\n\n  return modifierPhases.reduce(function (acc, phase) {\n    return acc.concat(orderedModifiers.filter(function (modifier) {\n      return modifier.phase === phase;\n    }));\n  }, []);\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\n\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getElementFromSelector,\n  getNextActiveElement,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop,\n  typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'dropdown'\nconst DATA_KEY = 'bs.dropdown'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ESCAPE_KEY = 'Escape'\nconst SPACE_KEY = 'Space'\nconst TAB_KEY = 'Tab'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst RIGHT_MOUSE_BUTTON = 2 // MouseEvent.button value for the secondary button, usually the right button\n\nconst REGEXP_KEYDOWN = new RegExp(`${ARROW_UP_KEY}|${ARROW_DOWN_KEY}|${ESCAPE_KEY}`)\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_DROPUP = 'dropup'\nconst CLASS_NAME_DROPEND = 'dropend'\nconst CLASS_NAME_DROPSTART = 'dropstart'\nconst CLASS_NAME_NAVBAR = 'navbar'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]'\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav'\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)'\n\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start'\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end'\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start'\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end'\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start'\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start'\n\nconst Default = {\n  offset: [0, 2],\n  boundary: 'clippingParents',\n  reference: 'toggle',\n  display: 'dynamic',\n  popperConfig: null,\n  autoClose: true\n}\n\nconst DefaultType = {\n  offset: '(array|string|function)',\n  boundary: '(string|element)',\n  reference: '(string|element|object)',\n  display: 'string',\n  popperConfig: '(null|object|function)',\n  autoClose: '(boolean|string)'\n}\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n\n    this._popper = null\n    this._config = this._getConfig(config)\n    this._menu = this._getMenuElement()\n    this._inNavbar = this._detectNavbar()\n  }\n\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  toggle() {\n    return this._isShown() ? this.hide() : this.show()\n  }\n\n  show() {\n    if (isDisabled(this._element) || this._isShown(this._menu)) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, relatedTarget)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    const parent = Dropdown.getParentFromElement(this._element)\n    // Totally disable Popper for Dropdowns in Navbar\n    if (this._inNavbar) {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'none')\n    } else {\n      this._createPopper(parent)\n    }\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement &&\n      !parent.closest(SELECTOR_NAVBAR_NAV)) {\n      [].concat(...document.body.children)\n        .forEach(elem => EventHandler.on(elem, 'mouseover', noop))\n    }\n\n    this._element.focus()\n    this._element.setAttribute('aria-expanded', true)\n\n    this._menu.classList.add(CLASS_NAME_SHOW)\n    this._element.classList.add(CLASS_NAME_SHOW)\n    EventHandler.trigger(this._element, EVENT_SHOWN, relatedTarget)\n  }\n\n  hide() {\n    if (isDisabled(this._element) || !this._isShown(this._menu)) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    this._completeHide(relatedTarget)\n  }\n\n  dispose() {\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    super.dispose()\n  }\n\n  update() {\n    this._inNavbar = this._detectNavbar()\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Private\n\n  _completeHide(relatedTarget) {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE, relatedTarget)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      [].concat(...document.body.children)\n        .forEach(elem => EventHandler.off(elem, 'mouseover', noop))\n    }\n\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    this._menu.classList.remove(CLASS_NAME_SHOW)\n    this._element.classList.remove(CLASS_NAME_SHOW)\n    this._element.setAttribute('aria-expanded', 'false')\n    Manipulator.removeDataAttribute(this._menu, 'popper')\n    EventHandler.trigger(this._element, EVENT_HIDDEN, relatedTarget)\n  }\n\n  _getConfig(config) {\n    config = {\n      ...this.constructor.Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...config\n    }\n\n    typeCheckConfig(NAME, config, this.constructor.DefaultType)\n\n    if (typeof config.reference === 'object' && !isElement(config.reference) &&\n      typeof config.reference.getBoundingClientRect !== 'function'\n    ) {\n      // Popper virtual elements require a getBoundingClientRect method\n      throw new TypeError(`${NAME.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`)\n    }\n\n    return config\n  }\n\n  _createPopper(parent) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)')\n    }\n\n    let referenceElement = this._element\n\n    if (this._config.reference === 'parent') {\n      referenceElement = parent\n    } else if (isElement(this._config.reference)) {\n      referenceElement = getElement(this._config.reference)\n    } else if (typeof this._config.reference === 'object') {\n      referenceElement = this._config.reference\n    }\n\n    const popperConfig = this._getPopperConfig()\n    const isDisplayStatic = popperConfig.modifiers.find(modifier => modifier.name === 'applyStyles' && modifier.enabled === false)\n\n    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n\n    if (isDisplayStatic) {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static')\n    }\n  }\n\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _getMenuElement() {\n    return SelectorEngine.next(this._element, SELECTOR_MENU)[0]\n  }\n\n  _getPlacement() {\n    const parentDropdown = this._element.parentNode\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n      return PLACEMENT_RIGHT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n      return PLACEMENT_LEFT\n    }\n\n    // We need to trim the value because custom properties can also include spaces\n    const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end'\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n      return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP\n    }\n\n    return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM\n  }\n\n  _detectNavbar() {\n    return this._element.closest(`.${CLASS_NAME_NAVBAR}`) !== null\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(val => Number.parseInt(val, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _getPopperConfig() {\n    const defaultBsPopperConfig = {\n      placement: this._getPlacement(),\n      modifiers: [{\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      },\n      {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }]\n    }\n\n    // Disable Popper if we have a static display\n    if (this._config.display === 'static') {\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n    }\n  }\n\n  _selectMenuItem({ key, target }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(isVisible)\n\n    if (!items.length) {\n      return\n    }\n\n    // if target isn't included in items (e.g. when expanding the dropdown)\n    // allow cycling to get the last item in case key equals ARROW_UP_KEY\n    getNextActiveElement(items, target, key === ARROW_DOWN_KEY, !items.includes(target)).focus()\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Dropdown.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n\n  static clearMenus(event) {\n    if (event && (event.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY))) {\n      return\n    }\n\n    const toggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (let i = 0, len = toggles.length; i < len; i++) {\n      const context = Dropdown.getInstance(toggles[i])\n      if (!context || context._config.autoClose === false) {\n        continue\n      }\n\n      if (!context._isShown()) {\n        continue\n      }\n\n      const relatedTarget = {\n        relatedTarget: context._element\n      }\n\n      if (event) {\n        const composedPath = event.composedPath()\n        const isMenuTarget = composedPath.includes(context._menu)\n        if (\n          composedPath.includes(context._element) ||\n          (context._config.autoClose === 'inside' && !isMenuTarget) ||\n          (context._config.autoClose === 'outside' && isMenuTarget)\n        ) {\n          continue\n        }\n\n        // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n        if (context._menu.contains(event.target) && ((event.type === 'keyup' && event.key === TAB_KEY) || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n          continue\n        }\n\n        if (event.type === 'click') {\n          relatedTarget.clickEvent = event\n        }\n      }\n\n      context._completeHide(relatedTarget)\n    }\n  }\n\n  static getParentFromElement(element) {\n    return getElementFromSelector(element) || element.parentNode\n  }\n\n  static dataApiKeydownHandler(event) {\n    // If not input/textarea:\n    //  - And not a key in REGEXP_KEYDOWN => not a dropdown command\n    // If input/textarea:\n    //  - If space key => not a dropdown command\n    //  - If key is other than escape\n    //    - If key is not up or down => not a dropdown command\n    //    - If trigger inside the menu => not a dropdown command\n    if (/input|textarea/i.test(event.target.tagName) ?\n      event.key === SPACE_KEY || (event.key !== ESCAPE_KEY &&\n      ((event.key !== ARROW_DOWN_KEY && event.key !== ARROW_UP_KEY) ||\n        event.target.closest(SELECTOR_MENU))) :\n      !REGEXP_KEYDOWN.test(event.key)) {\n      return\n    }\n\n    const isActive = this.classList.contains(CLASS_NAME_SHOW)\n\n    if (!isActive && event.key === ESCAPE_KEY) {\n      return\n    }\n\n    event.preventDefault()\n    event.stopPropagation()\n\n    if (isDisabled(this)) {\n      return\n    }\n\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0]\n    const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n    if (event.key === ESCAPE_KEY) {\n      instance.hide()\n      return\n    }\n\n    if (event.key === ARROW_UP_KEY || event.key === ARROW_DOWN_KEY) {\n      if (!isActive) {\n        instance.show()\n      }\n\n      instance._selectMenuItem(event)\n      return\n    }\n\n    if (!isActive || event.key === SPACE_KEY) {\n      Dropdown.clearMenus()\n    }\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_CLICK_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  event.preventDefault()\n  Dropdown.getOrCreateInstance(this).toggle()\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Dropdown to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport SelectorEngine from '../dom/selector-engine'\nimport Manipulator from '../dom/manipulator'\nimport { isElement } from './index'\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body\n  }\n\n  getWidth() {\n    // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n    const documentWidth = document.documentElement.clientWidth\n    return Math.abs(window.innerWidth - documentWidth)\n  }\n\n  hide() {\n    const width = this.getWidth()\n    this._disableOverFlow()\n    // give padding to element to balance the hidden scrollbar width\n    this._setElementAttributes(this._element, 'paddingRight', calculatedValue => calculatedValue + width)\n    // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n    this._setElementAttributes(SELECTOR_FIXED_CONTENT, 'paddingRight', calculatedValue => calculatedValue + width)\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, 'marginRight', calculatedValue => calculatedValue - width)\n  }\n\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow')\n    this._element.style.overflow = 'hidden'\n  }\n\n  _setElementAttributes(selector, styleProp, callback) {\n    const scrollbarWidth = this.getWidth()\n    const manipulationCallBack = element => {\n      if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n        return\n      }\n\n      this._saveInitialAttribute(element, styleProp)\n      const calculatedValue = window.getComputedStyle(element)[styleProp]\n      element.style[styleProp] = `${callback(Number.parseFloat(calculatedValue))}px`\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow')\n    this._resetElementAttributes(this._element, 'paddingRight')\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, 'paddingRight')\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, 'marginRight')\n  }\n\n  _saveInitialAttribute(element, styleProp) {\n    const actualValue = element.style[styleProp]\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProp, actualValue)\n    }\n  }\n\n  _resetElementAttributes(selector, styleProp) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProp)\n      if (typeof value === 'undefined') {\n        element.style.removeProperty(styleProp)\n      } else {\n        Manipulator.removeDataAttribute(element, styleProp)\n        element.style[styleProp] = value\n      }\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector)\n    } else {\n      SelectorEngine.find(selector, this._element).forEach(callBack)\n    }\n  }\n\n  isOverflowing() {\n    return this.getWidth() > 0\n  }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { execute, executeAfterTransition, getElement, reflow, typeCheckConfig } from './index'\n\nconst Default = {\n  className: 'modal-backdrop',\n  isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n  isAnimated: false,\n  rootElement: 'body', // give the choice to place backdrop under different elements\n  clickCallback: null\n}\n\nconst DefaultType = {\n  className: 'string',\n  isVisible: 'boolean',\n  isAnimated: 'boolean',\n  rootElement: '(element|string)',\n  clickCallback: '(function|null)'\n}\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nclass Backdrop {\n  constructor(config) {\n    this._config = this._getConfig(config)\n    this._isAppended = false\n    this._element = null\n  }\n\n  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._append()\n\n    if (this._config.isAnimated) {\n      reflow(this._getElement())\n    }\n\n    this._getElement().classList.add(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      execute(callback)\n    })\n  }\n\n  hide(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._getElement().classList.remove(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      this.dispose()\n      execute(callback)\n    })\n  }\n\n  // Private\n\n  _getElement() {\n    if (!this._element) {\n      const backdrop = document.createElement('div')\n      backdrop.className = this._config.className\n      if (this._config.isAnimated) {\n        backdrop.classList.add(CLASS_NAME_FADE)\n      }\n\n      this._element = backdrop\n    }\n\n    return this._element\n  }\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...(typeof config === 'object' ? config : {})\n    }\n\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement)\n    typeCheckConfig(NAME, config, DefaultType)\n    return config\n  }\n\n  _append() {\n    if (this._isAppended) {\n      return\n    }\n\n    this._config.rootElement.append(this._getElement())\n\n    EventHandler.on(this._getElement(), EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback)\n    })\n\n    this._isAppended = true\n  }\n\n  dispose() {\n    if (!this._isAppended) {\n      return\n    }\n\n    EventHandler.off(this._element, EVENT_MOUSEDOWN)\n\n    this._element.remove()\n    this._isAppended = false\n  }\n\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n  }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport SelectorEngine from '../dom/selector-engine'\nimport { typeCheckConfig } from './index'\n\nconst Default = {\n  trapElement: null, // The element to trap focus inside of\n  autofocus: true\n}\n\nconst DefaultType = {\n  trapElement: 'element',\n  autofocus: 'boolean'\n}\n\nconst NAME = 'focustrap'\nconst DATA_KEY = 'bs.focustrap'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY}`\n\nconst TAB_KEY = 'Tab'\nconst TAB_NAV_FORWARD = 'forward'\nconst TAB_NAV_BACKWARD = 'backward'\n\nclass FocusTrap {\n  constructor(config) {\n    this._config = this._getConfig(config)\n    this._isActive = false\n    this._lastTabNavDirection = null\n  }\n\n  activate() {\n    const { trapElement, autofocus } = this._config\n\n    if (this._isActive) {\n      return\n    }\n\n    if (autofocus) {\n      trapElement.focus()\n    }\n\n    EventHandler.off(document, EVENT_KEY) // guard against infinite focus loop\n    EventHandler.on(document, EVENT_FOCUSIN, event => this._handleFocusin(event))\n    EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event))\n\n    this._isActive = true\n  }\n\n  deactivate() {\n    if (!this._isActive) {\n      return\n    }\n\n    this._isActive = false\n    EventHandler.off(document, EVENT_KEY)\n  }\n\n  // Private\n\n  _handleFocusin(event) {\n    const { target } = event\n    const { trapElement } = this._config\n\n    if (\n      target === document ||\n      target === trapElement ||\n      trapElement.contains(target)\n    ) {\n      return\n    }\n\n    const elements = SelectorEngine.focusableChildren(trapElement)\n\n    if (elements.length === 0) {\n      trapElement.focus()\n    } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n      elements[elements.length - 1].focus()\n    } else {\n      elements[0].focus()\n    }\n  }\n\n  _handleKeydown(event) {\n    if (event.key !== TAB_KEY) {\n      return\n    }\n\n    this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD\n  }\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...(typeof config === 'object' ? config : {})\n    }\n    typeCheckConfig(NAME, config, DefaultType)\n    return config\n  }\n}\n\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  isRTL,\n  isVisible,\n  reflow,\n  typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport ScrollBarHelper from './util/scrollbar'\nimport BaseComponent from './base-component'\nimport Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'modal'\nconst DATA_KEY = 'bs.modal'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst ESCAPE_KEY = 'Escape'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  focus: true\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  focus: 'boolean'\n}\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEUP_DISMISS = `mouseup.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_OPEN = 'modal-open'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_STATIC = 'modal-static'\n\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n\n    this._config = this._getConfig(config)\n    this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element)\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._isShown = false\n    this._ignoreBackdropClick = false\n    this._isTransitioning = false\n    this._scrollBar = new ScrollBarHelper()\n  }\n\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, {\n      relatedTarget\n    })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n\n    if (this._isAnimated()) {\n      this._isTransitioning = true\n    }\n\n    this._scrollBar.hide()\n\n    document.body.classList.add(CLASS_NAME_OPEN)\n\n    this._adjustDialog()\n\n    this._setEscapeEvent()\n    this._setResizeEvent()\n\n    EventHandler.on(this._dialog, EVENT_MOUSEDOWN_DISMISS, () => {\n      EventHandler.one(this._element, EVENT_MOUSEUP_DISMISS, event => {\n        if (event.target === this._element) {\n          this._ignoreBackdropClick = true\n        }\n      })\n    })\n\n    this._showBackdrop(() => this._showElement(relatedTarget))\n  }\n\n  hide() {\n    if (!this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = false\n    const isAnimated = this._isAnimated()\n\n    if (isAnimated) {\n      this._isTransitioning = true\n    }\n\n    this._setEscapeEvent()\n    this._setResizeEvent()\n\n    this._focustrap.deactivate()\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    EventHandler.off(this._element, EVENT_CLICK_DISMISS)\n    EventHandler.off(this._dialog, EVENT_MOUSEDOWN_DISMISS)\n\n    this._queueCallback(() => this._hideModal(), this._element, isAnimated)\n  }\n\n  dispose() {\n    [window, this._dialog]\n      .forEach(htmlElement => EventHandler.off(htmlElement, EVENT_KEY))\n\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  handleUpdate() {\n    this._adjustDialog()\n  }\n\n  // Private\n\n  _initializeBackDrop() {\n    return new Backdrop({\n      isVisible: Boolean(this._config.backdrop), // 'static' option will be translated to true, and booleans will keep their value\n      isAnimated: this._isAnimated()\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...(typeof config === 'object' ? config : {})\n    }\n    typeCheckConfig(NAME, config, DefaultType)\n    return config\n  }\n\n  _showElement(relatedTarget) {\n    const isAnimated = this._isAnimated()\n    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n\n    if (!this._element.parentNode || this._element.parentNode.nodeType !== Node.ELEMENT_NODE) {\n      // Don't move modal's DOM position\n      document.body.append(this._element)\n    }\n\n    this._element.style.display = 'block'\n    this._element.removeAttribute('aria-hidden')\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.scrollTop = 0\n\n    if (modalBody) {\n      modalBody.scrollTop = 0\n    }\n\n    if (isAnimated) {\n      reflow(this._element)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOW)\n\n    const transitionComplete = () => {\n      if (this._config.focus) {\n        this._focustrap.activate()\n      }\n\n      this._isTransitioning = false\n      EventHandler.trigger(this._element, EVENT_SHOWN, {\n        relatedTarget\n      })\n    }\n\n    this._queueCallback(transitionComplete, this._dialog, isAnimated)\n  }\n\n  _setEscapeEvent() {\n    if (this._isShown) {\n      EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n        if (this._config.keyboard && event.key === ESCAPE_KEY) {\n          event.preventDefault()\n          this.hide()\n        } else if (!this._config.keyboard && event.key === ESCAPE_KEY) {\n          this._triggerBackdropTransition()\n        }\n      })\n    } else {\n      EventHandler.off(this._element, EVENT_KEYDOWN_DISMISS)\n    }\n  }\n\n  _setResizeEvent() {\n    if (this._isShown) {\n      EventHandler.on(window, EVENT_RESIZE, () => this._adjustDialog())\n    } else {\n      EventHandler.off(window, EVENT_RESIZE)\n    }\n  }\n\n  _hideModal() {\n    this._element.style.display = 'none'\n    this._element.setAttribute('aria-hidden', true)\n    this._element.removeAttribute('aria-modal')\n    this._element.removeAttribute('role')\n    this._isTransitioning = false\n    this._backdrop.hide(() => {\n      document.body.classList.remove(CLASS_NAME_OPEN)\n      this._resetAdjustments()\n      this._scrollBar.reset()\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    })\n  }\n\n  _showBackdrop(callback) {\n    EventHandler.on(this._element, EVENT_CLICK_DISMISS, event => {\n      if (this._ignoreBackdropClick) {\n        this._ignoreBackdropClick = false\n        return\n      }\n\n      if (event.target !== event.currentTarget) {\n        return\n      }\n\n      if (this._config.backdrop === true) {\n        this.hide()\n      } else if (this._config.backdrop === 'static') {\n        this._triggerBackdropTransition()\n      }\n    })\n\n    this._backdrop.show(callback)\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_FADE)\n  }\n\n  _triggerBackdropTransition() {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const { classList, scrollHeight, style } = this._element\n    const isModalOverflowing = scrollHeight > document.documentElement.clientHeight\n\n    // return if the following background transition hasn't yet completed\n    if ((!isModalOverflowing && style.overflowY === 'hidden') || classList.contains(CLASS_NAME_STATIC)) {\n      return\n    }\n\n    if (!isModalOverflowing) {\n      style.overflowY = 'hidden'\n    }\n\n    classList.add(CLASS_NAME_STATIC)\n    this._queueCallback(() => {\n      classList.remove(CLASS_NAME_STATIC)\n      if (!isModalOverflowing) {\n        this._queueCallback(() => {\n          style.overflowY = ''\n        }, this._dialog)\n      }\n    }, this._dialog)\n\n    this._element.focus()\n  }\n\n  // ----------------------------------------------------------------------\n  // the following methods are used to handle overflowing modals\n  // ----------------------------------------------------------------------\n\n  _adjustDialog() {\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const scrollbarWidth = this._scrollBar.getWidth()\n    const isBodyOverflowing = scrollbarWidth > 0\n\n    if ((!isBodyOverflowing && isModalOverflowing && !isRTL()) || (isBodyOverflowing && !isModalOverflowing && isRTL())) {\n      this._element.style.paddingLeft = `${scrollbarWidth}px`\n    }\n\n    if ((isBodyOverflowing && !isModalOverflowing && !isRTL()) || (!isBodyOverflowing && isModalOverflowing && isRTL())) {\n      this._element.style.paddingRight = `${scrollbarWidth}px`\n    }\n  }\n\n  _resetAdjustments() {\n    this._element.style.paddingLeft = ''\n    this._element.style.paddingRight = ''\n  }\n\n  // Static\n\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](relatedTarget)\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  EventHandler.one(target, EVENT_SHOW, showEvent => {\n    if (showEvent.defaultPrevented) {\n      // only register focus restorer if modal will actually get shown\n      return\n    }\n\n    EventHandler.one(target, EVENT_HIDDEN, () => {\n      if (isVisible(this)) {\n        this.focus()\n      }\n    })\n  })\n\n  const data = Modal.getOrCreateInstance(target)\n\n  data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Modal to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  isDisabled,\n  isVisible,\n  typeCheckConfig\n} from './util/index'\nimport ScrollBarHelper from './util/scrollbar'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport SelectorEngine from './dom/selector-engine'\nimport Manipulator from './dom/manipulator'\nimport Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'offcanvas'\nconst DATA_KEY = 'bs.offcanvas'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n}\n\nconst DefaultType = {\n  backdrop: 'boolean',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n}\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n\n    this._config = this._getConfig(config)\n    this._isShown = false\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._addEventListeners()\n  }\n\n  // Getters\n\n  static get NAME() {\n    return NAME\n  }\n\n  static get Default() {\n    return Default\n  }\n\n  // Public\n\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, { relatedTarget })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._element.style.visibility = 'visible'\n\n    this._backdrop.show()\n\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide()\n    }\n\n    this._element.removeAttribute('aria-hidden')\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.classList.add(CLASS_NAME_SHOW)\n\n    const completeCallBack = () => {\n      if (!this._config.scroll) {\n        this._focustrap.activate()\n      }\n\n      EventHandler.trigger(this._element, EVENT_SHOWN, { relatedTarget })\n    }\n\n    this._queueCallback(completeCallBack, this._element, true)\n  }\n\n  hide() {\n    if (!this._isShown) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._focustrap.deactivate()\n    this._element.blur()\n    this._isShown = false\n    this._element.classList.remove(CLASS_NAME_SHOW)\n    this._backdrop.hide()\n\n    const completeCallback = () => {\n      this._element.setAttribute('aria-hidden', true)\n      this._element.removeAttribute('aria-modal')\n      this._element.removeAttribute('role')\n      this._element.style.visibility = 'hidden'\n\n      if (!this._config.scroll) {\n        new ScrollBarHelper().reset()\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._queueCallback(completeCallback, this._element, true)\n  }\n\n  dispose() {\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  // Private\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...(typeof config === 'object' ? config : {})\n    }\n    typeCheckConfig(NAME, config, DefaultType)\n    return config\n  }\n\n  _initializeBackDrop() {\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible: this._config.backdrop,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: () => this.hide()\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (this._config.keyboard && event.key === ESCAPE_KEY) {\n        this.hide()\n      }\n    })\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Offcanvas.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  EventHandler.one(target, EVENT_HIDDEN, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus()\n    }\n  })\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const allReadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (allReadyOpen && allReadyOpen !== target) {\n    Offcanvas.getInstance(allReadyOpen).hide()\n  }\n\n  const data = Offcanvas.getOrCreateInstance(target)\n  data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () =>\n  SelectorEngine.find(OPEN_SELECTOR).forEach(el => Offcanvas.getOrCreateInstance(el).show())\n)\n\nenableDismissTrigger(Offcanvas)\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst uriAttrs = new Set([\n  'background',\n  'cite',\n  'href',\n  'itemtype',\n  'longdesc',\n  'poster',\n  'src',\n  'xlink:href'\n])\n\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\n\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shoutout to Angular 7 https://github.com/angular/angular/blob/7.2.4/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file):|[^#&/:?]*(?:[#/?]|$))/i\n\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shoutout to Angular 7 https://github.com/angular/angular/blob/7.2.4/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i\n\nconst allowedAttribute = (attr, allowedAttributeList) => {\n  const attrName = attr.nodeName.toLowerCase()\n\n  if (allowedAttributeList.includes(attrName)) {\n    if (uriAttrs.has(attrName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attr.nodeValue) || DATA_URL_PATTERN.test(attr.nodeValue))\n    }\n\n    return true\n  }\n\n  const regExp = allowedAttributeList.filter(attrRegex => attrRegex instanceof RegExp)\n\n  // Check if a regular expression validates the attribute.\n  for (let i = 0, len = regExp.length; i < len; i++) {\n    if (regExp[i].test(attrName)) {\n      return true\n    }\n  }\n\n  return false\n}\n\nexport const DefaultAllowlist = {\n  // Global attributes allowed on any supplied element below.\n  '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n  a: ['target', 'href', 'title', 'rel'],\n  area: [],\n  b: [],\n  br: [],\n  col: [],\n  code: [],\n  div: [],\n  em: [],\n  hr: [],\n  h1: [],\n  h2: [],\n  h3: [],\n  h4: [],\n  h5: [],\n  h6: [],\n  i: [],\n  img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n  li: [],\n  ol: [],\n  p: [],\n  pre: [],\n  s: [],\n  small: [],\n  span: [],\n  sub: [],\n  sup: [],\n  strong: [],\n  u: [],\n  ul: []\n}\n\nexport function sanitizeHtml(unsafeHtml, allowList, sanitizeFn) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml\n  }\n\n  if (sanitizeFn && typeof sanitizeFn === 'function') {\n    return sanitizeFn(unsafeHtml)\n  }\n\n  const domParser = new window.DOMParser()\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n  const allowlistKeys = Object.keys(allowList)\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n  for (let i = 0, len = elements.length; i < len; i++) {\n    const el = elements[i]\n    const elName = el.nodeName.toLowerCase()\n\n    if (!allowlistKeys.includes(elName)) {\n      el.remove()\n\n      continue\n    }\n\n    const attributeList = [].concat(...el.attributes)\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elName] || [])\n\n    attributeList.forEach(attr => {\n      if (!allowedAttribute(attr, allowedAttributes)) {\n        el.removeAttribute(attr.nodeName)\n      }\n    })\n  }\n\n  return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\n\nimport {\n  defineJQueryPlugin,\n  findShadowRoot,\n  getElement,\n  getUID,\n  isElement,\n  isRTL,\n  noop,\n  typeCheckConfig\n} from './util/index'\nimport { DefaultAllowlist, sanitizeHtml } from './util/sanitizer'\nimport Data from './dom/data'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'tooltip'\nconst DATA_KEY = 'bs.tooltip'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst CLASS_PREFIX = 'bs-tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst DefaultType = {\n  animation: 'boolean',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string',\n  delay: '(number|object)',\n  html: 'boolean',\n  selector: '(string|boolean)',\n  placement: '(string|function)',\n  offset: '(array|string|function)',\n  container: '(string|element|boolean)',\n  fallbackPlacements: 'array',\n  boundary: '(string|element)',\n  customClass: '(string|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  allowList: 'object',\n  popperConfig: '(null|object|function)'\n}\n\nconst AttachmentMap = {\n  AUTO: 'auto',\n  TOP: 'top',\n  RIGHT: isRTL() ? 'left' : 'right',\n  BOTTOM: 'bottom',\n  LEFT: isRTL() ? 'right' : 'left'\n}\n\nconst Default = {\n  animation: true,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' +\n              '<div class=\"tooltip-arrow\"></div>' +\n              '<div class=\"tooltip-inner\"></div>' +\n            '</div>',\n  trigger: 'hover focus',\n  title: '',\n  delay: 0,\n  html: false,\n  selector: false,\n  placement: 'top',\n  offset: [0, 0],\n  container: false,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  boundary: 'clippingParents',\n  customClass: '',\n  sanitize: true,\n  sanitizeFn: null,\n  allowList: DefaultAllowlist,\n  popperConfig: null\n}\n\nconst Event = {\n  HIDE: `hide${EVENT_KEY}`,\n  HIDDEN: `hidden${EVENT_KEY}`,\n  SHOW: `show${EVENT_KEY}`,\n  SHOWN: `shown${EVENT_KEY}`,\n  INSERTED: `inserted${EVENT_KEY}`,\n  CLICK: `click${EVENT_KEY}`,\n  FOCUSIN: `focusin${EVENT_KEY}`,\n  FOCUSOUT: `focusout${EVENT_KEY}`,\n  MOUSEENTER: `mouseenter${EVENT_KEY}`,\n  MOUSELEAVE: `mouseleave${EVENT_KEY}`\n}\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\n\nconst HOVER_STATE_SHOW = 'show'\nconst HOVER_STATE_OUT = 'out'\n\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner'\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`\n\nconst EVENT_MODAL_HIDE = 'hide.bs.modal'\n\nconst TRIGGER_HOVER = 'hover'\nconst TRIGGER_FOCUS = 'focus'\nconst TRIGGER_CLICK = 'click'\nconst TRIGGER_MANUAL = 'manual'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Tooltip extends BaseComponent {\n  constructor(element, config) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)')\n    }\n\n    super(element)\n\n    // private\n    this._isEnabled = true\n    this._timeout = 0\n    this._hoverState = ''\n    this._activeTrigger = {}\n    this._popper = null\n\n    // Protected\n    this._config = this._getConfig(config)\n    this.tip = null\n\n    this._setListeners()\n  }\n\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  static get Event() {\n    return Event\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  // Public\n\n  enable() {\n    this._isEnabled = true\n  }\n\n  disable() {\n    this._isEnabled = false\n  }\n\n  toggleEnabled() {\n    this._isEnabled = !this._isEnabled\n  }\n\n  toggle(event) {\n    if (!this._isEnabled) {\n      return\n    }\n\n    if (event) {\n      const context = this._initializeOnDelegatedTarget(event)\n\n      context._activeTrigger.click = !context._activeTrigger.click\n\n      if (context._isWithActiveTrigger()) {\n        context._enter(null, context)\n      } else {\n        context._leave(null, context)\n      }\n    } else {\n      if (this.getTipElement().classList.contains(CLASS_NAME_SHOW)) {\n        this._leave(null, this)\n        return\n      }\n\n      this._enter(null, this)\n    }\n  }\n\n  dispose() {\n    clearTimeout(this._timeout)\n\n    EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n    if (this.tip) {\n      this.tip.remove()\n    }\n\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    super.dispose()\n  }\n\n  show() {\n    if (this._element.style.display === 'none') {\n      throw new Error('Please use show on visible elements')\n    }\n\n    if (!(this.isWithContent() && this._isEnabled)) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, this.constructor.Event.SHOW)\n    const shadowRoot = findShadowRoot(this._element)\n    const isInTheDom = shadowRoot === null ?\n      this._element.ownerDocument.documentElement.contains(this._element) :\n      shadowRoot.contains(this._element)\n\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return\n    }\n\n    const tip = this.getTipElement()\n    const tipId = getUID(this.constructor.NAME)\n\n    tip.setAttribute('id', tipId)\n    this._element.setAttribute('aria-describedby', tipId)\n\n    if (this._config.animation) {\n      tip.classList.add(CLASS_NAME_FADE)\n    }\n\n    const placement = typeof this._config.placement === 'function' ?\n      this._config.placement.call(this, tip, this._element) :\n      this._config.placement\n\n    const attachment = this._getAttachment(placement)\n    this._addAttachmentClass(attachment)\n\n    const { container } = this._config\n    Data.set(tip, this.constructor.DATA_KEY, this)\n\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip)\n      EventHandler.trigger(this._element, this.constructor.Event.INSERTED)\n    }\n\n    if (this._popper) {\n      this._popper.update()\n    } else {\n      this._popper = Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n    }\n\n    tip.classList.add(CLASS_NAME_SHOW)\n\n    const customClass = this._resolvePossibleFunction(this._config.customClass)\n    if (customClass) {\n      tip.classList.add(...customClass.split(' '))\n    }\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement) {\n      [].concat(...document.body.children).forEach(element => {\n        EventHandler.on(element, 'mouseover', noop)\n      })\n    }\n\n    const complete = () => {\n      const prevHoverState = this._hoverState\n\n      this._hoverState = null\n      EventHandler.trigger(this._element, this.constructor.Event.SHOWN)\n\n      if (prevHoverState === HOVER_STATE_OUT) {\n        this._leave(null, this)\n      }\n    }\n\n    const isAnimated = this.tip.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(complete, this.tip, isAnimated)\n  }\n\n  hide() {\n    if (!this._popper) {\n      return\n    }\n\n    const tip = this.getTipElement()\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return\n      }\n\n      if (this._hoverState !== HOVER_STATE_SHOW) {\n        tip.remove()\n      }\n\n      this._cleanTipClass()\n      this._element.removeAttribute('aria-describedby')\n      EventHandler.trigger(this._element, this.constructor.Event.HIDDEN)\n\n      if (this._popper) {\n        this._popper.destroy()\n        this._popper = null\n      }\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.Event.HIDE)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    tip.classList.remove(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      [].concat(...document.body.children)\n        .forEach(element => EventHandler.off(element, 'mouseover', noop))\n    }\n\n    this._activeTrigger[TRIGGER_CLICK] = false\n    this._activeTrigger[TRIGGER_FOCUS] = false\n    this._activeTrigger[TRIGGER_HOVER] = false\n\n    const isAnimated = this.tip.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(complete, this.tip, isAnimated)\n    this._hoverState = ''\n  }\n\n  update() {\n    if (this._popper !== null) {\n      this._popper.update()\n    }\n  }\n\n  // Protected\n\n  isWithContent() {\n    return Boolean(this.getTitle())\n  }\n\n  getTipElement() {\n    if (this.tip) {\n      return this.tip\n    }\n\n    const element = document.createElement('div')\n    element.innerHTML = this._config.template\n\n    const tip = element.children[0]\n    this.setContent(tip)\n    tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n\n    this.tip = tip\n    return this.tip\n  }\n\n  setContent(tip) {\n    this._sanitizeAndSetContent(tip, this.getTitle(), SELECTOR_TOOLTIP_INNER)\n  }\n\n  _sanitizeAndSetContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template)\n\n    if (!content && templateElement) {\n      templateElement.remove()\n      return\n    }\n\n    // we use append for html objects to maintain js events\n    this.setElementContent(templateElement, content)\n  }\n\n  setElementContent(element, content) {\n    if (element === null) {\n      return\n    }\n\n    if (isElement(content)) {\n      content = getElement(content)\n\n      // content is a DOM node or a jQuery\n      if (this._config.html) {\n        if (content.parentNode !== element) {\n          element.innerHTML = ''\n          element.append(content)\n        }\n      } else {\n        element.textContent = content.textContent\n      }\n\n      return\n    }\n\n    if (this._config.html) {\n      if (this._config.sanitize) {\n        content = sanitizeHtml(content, this._config.allowList, this._config.sanitizeFn)\n      }\n\n      element.innerHTML = content\n    } else {\n      element.textContent = content\n    }\n  }\n\n  getTitle() {\n    const title = this._element.getAttribute('data-bs-original-title') || this._config.title\n\n    return this._resolvePossibleFunction(title)\n  }\n\n  updateAttachment(attachment) {\n    if (attachment === 'right') {\n      return 'end'\n    }\n\n    if (attachment === 'left') {\n      return 'start'\n    }\n\n    return attachment\n  }\n\n  // Private\n\n  _initializeOnDelegatedTarget(event, context) {\n    return context || this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(val => Number.parseInt(val, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _resolvePossibleFunction(content) {\n    return typeof content === 'function' ? content.call(this._element) : content\n  }\n\n  _getPopperConfig(attachment) {\n    const defaultBsPopperConfig = {\n      placement: attachment,\n      modifiers: [\n        {\n          name: 'flip',\n          options: {\n            fallbackPlacements: this._config.fallbackPlacements\n          }\n        },\n        {\n          name: 'offset',\n          options: {\n            offset: this._getOffset()\n          }\n        },\n        {\n          name: 'preventOverflow',\n          options: {\n            boundary: this._config.boundary\n          }\n        },\n        {\n          name: 'arrow',\n          options: {\n            element: `.${this.constructor.NAME}-arrow`\n          }\n        },\n        {\n          name: 'onChange',\n          enabled: true,\n          phase: 'afterWrite',\n          fn: data => this._handlePopperPlacementChange(data)\n        }\n      ],\n      onFirstUpdate: data => {\n        if (data.options.placement !== data.placement) {\n          this._handlePopperPlacementChange(data)\n        }\n      }\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n    }\n  }\n\n  _addAttachmentClass(attachment) {\n    this.getTipElement().classList.add(`${this._getBasicClassPrefix()}-${this.updateAttachment(attachment)}`)\n  }\n\n  _getAttachment(placement) {\n    return AttachmentMap[placement.toUpperCase()]\n  }\n\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ')\n\n    triggers.forEach(trigger => {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.Event.CLICK, this._config.selector, event => this.toggle(event))\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ?\n          this.constructor.Event.MOUSEENTER :\n          this.constructor.Event.FOCUSIN\n        const eventOut = trigger === TRIGGER_HOVER ?\n          this.constructor.Event.MOUSELEAVE :\n          this.constructor.Event.FOCUSOUT\n\n        EventHandler.on(this._element, eventIn, this._config.selector, event => this._enter(event))\n        EventHandler.on(this._element, eventOut, this._config.selector, event => this._leave(event))\n      }\n    })\n\n    this._hideModalHandler = () => {\n      if (this._element) {\n        this.hide()\n      }\n    }\n\n    EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n    if (this._config.selector) {\n      this._config = {\n        ...this._config,\n        trigger: 'manual',\n        selector: ''\n      }\n    } else {\n      this._fixTitle()\n    }\n  }\n\n  _fixTitle() {\n    const title = this._element.getAttribute('title')\n    const originalTitleType = typeof this._element.getAttribute('data-bs-original-title')\n\n    if (title || originalTitleType !== 'string') {\n      this._element.setAttribute('data-bs-original-title', title || '')\n      if (title && !this._element.getAttribute('aria-label') && !this._element.textContent) {\n        this._element.setAttribute('aria-label', title)\n      }\n\n      this._element.setAttribute('title', '')\n    }\n  }\n\n  _enter(event, context) {\n    context = this._initializeOnDelegatedTarget(event, context)\n\n    if (event) {\n      context._activeTrigger[\n        event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER\n      ] = true\n    }\n\n    if (context.getTipElement().classList.contains(CLASS_NAME_SHOW) || context._hoverState === HOVER_STATE_SHOW) {\n      context._hoverState = HOVER_STATE_SHOW\n      return\n    }\n\n    clearTimeout(context._timeout)\n\n    context._hoverState = HOVER_STATE_SHOW\n\n    if (!context._config.delay || !context._config.delay.show) {\n      context.show()\n      return\n    }\n\n    context._timeout = setTimeout(() => {\n      if (context._hoverState === HOVER_STATE_SHOW) {\n        context.show()\n      }\n    }, context._config.delay.show)\n  }\n\n  _leave(event, context) {\n    context = this._initializeOnDelegatedTarget(event, context)\n\n    if (event) {\n      context._activeTrigger[\n        event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER\n      ] = context._element.contains(event.relatedTarget)\n    }\n\n    if (context._isWithActiveTrigger()) {\n      return\n    }\n\n    clearTimeout(context._timeout)\n\n    context._hoverState = HOVER_STATE_OUT\n\n    if (!context._config.delay || !context._config.delay.hide) {\n      context.hide()\n      return\n    }\n\n    context._timeout = setTimeout(() => {\n      if (context._hoverState === HOVER_STATE_OUT) {\n        context.hide()\n      }\n    }, context._config.delay.hide)\n  }\n\n  _isWithActiveTrigger() {\n    for (const trigger in this._activeTrigger) {\n      if (this._activeTrigger[trigger]) {\n        return true\n      }\n    }\n\n    return false\n  }\n\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n    Object.keys(dataAttributes).forEach(dataAttr => {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttr)) {\n        delete dataAttributes[dataAttr]\n      }\n    })\n\n    config = {\n      ...this.constructor.Default,\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    }\n\n    config.container = config.container === false ? document.body : getElement(config.container)\n\n    if (typeof config.delay === 'number') {\n      config.delay = {\n        show: config.delay,\n        hide: config.delay\n      }\n    }\n\n    if (typeof config.title === 'number') {\n      config.title = config.title.toString()\n    }\n\n    if (typeof config.content === 'number') {\n      config.content = config.content.toString()\n    }\n\n    typeCheckConfig(NAME, config, this.constructor.DefaultType)\n\n    if (config.sanitize) {\n      config.template = sanitizeHtml(config.template, config.allowList, config.sanitizeFn)\n    }\n\n    return config\n  }\n\n  _getDelegateConfig() {\n    const config = {}\n\n    for (const key in this._config) {\n      if (this.constructor.Default[key] !== this._config[key]) {\n        config[key] = this._config[key]\n      }\n    }\n\n    // In the future can be replaced with:\n    // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n    // `Object.fromEntries(keysWithDifferentValues)`\n    return config\n  }\n\n  _cleanTipClass() {\n    const tip = this.getTipElement()\n    const basicClassPrefixRegex = new RegExp(`(^|\\\\s)${this._getBasicClassPrefix()}\\\\S+`, 'g')\n    const tabClass = tip.getAttribute('class').match(basicClassPrefixRegex)\n    if (tabClass !== null && tabClass.length > 0) {\n      tabClass.map(token => token.trim())\n        .forEach(tClass => tip.classList.remove(tClass))\n    }\n  }\n\n  _getBasicClassPrefix() {\n    return CLASS_PREFIX\n  }\n\n  _handlePopperPlacementChange(popperData) {\n    const { state } = popperData\n\n    if (!state) {\n      return\n    }\n\n    this.tip = state.elements.popper\n    this._cleanTipClass()\n    this._addAttachmentClass(this._getAttachment(state.placement))\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.getOrCreateInstance(this, config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Tooltip to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport Tooltip from './tooltip'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'popover'\nconst DATA_KEY = 'bs.popover'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst CLASS_PREFIX = 'bs-popover'\n\nconst Default = {\n  ...Tooltip.Default,\n  placement: 'right',\n  offset: [0, 8],\n  trigger: 'click',\n  content: '',\n  template: '<div class=\"popover\" role=\"tooltip\">' +\n              '<div class=\"popover-arrow\"></div>' +\n              '<h3 class=\"popover-header\"></h3>' +\n              '<div class=\"popover-body\"></div>' +\n            '</div>'\n}\n\nconst DefaultType = {\n  ...Tooltip.DefaultType,\n  content: '(string|element|function)'\n}\n\nconst Event = {\n  HIDE: `hide${EVENT_KEY}`,\n  HIDDEN: `hidden${EVENT_KEY}`,\n  SHOW: `show${EVENT_KEY}`,\n  SHOWN: `shown${EVENT_KEY}`,\n  INSERTED: `inserted${EVENT_KEY}`,\n  CLICK: `click${EVENT_KEY}`,\n  FOCUSIN: `focusin${EVENT_KEY}`,\n  FOCUSOUT: `focusout${EVENT_KEY}`,\n  MOUSEENTER: `mouseenter${EVENT_KEY}`,\n  MOUSELEAVE: `mouseleave${EVENT_KEY}`\n}\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Popover extends Tooltip {\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  static get Event() {\n    return Event\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  // Overrides\n\n  isWithContent() {\n    return this.getTitle() || this._getContent()\n  }\n\n  setContent(tip) {\n    this._sanitizeAndSetContent(tip, this.getTitle(), SELECTOR_TITLE)\n    this._sanitizeAndSetContent(tip, this._getContent(), SELECTOR_CONTENT)\n  }\n\n  // Private\n\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content)\n  }\n\n  _getBasicClassPrefix() {\n    return CLASS_PREFIX\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Popover to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getSelectorFromElement,\n  typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst Default = {\n  offset: 10,\n  method: 'auto',\n  target: ''\n}\n\nconst DefaultType = {\n  offset: 'number',\n  method: 'string',\n  target: '(string|element)'\n}\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_SCROLL = `scroll${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item'\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_NAV_LINKS = '.nav-link'\nconst SELECTOR_NAV_ITEMS = '.nav-item'\nconst SELECTOR_LIST_ITEMS = '.list-group-item'\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}, .${CLASS_NAME_DROPDOWN_ITEM}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst METHOD_OFFSET = 'offset'\nconst METHOD_POSITION = 'position'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n    this._scrollElement = this._element.tagName === 'BODY' ? window : this._element\n    this._config = this._getConfig(config)\n    this._offsets = []\n    this._targets = []\n    this._activeTarget = null\n    this._scrollHeight = 0\n\n    EventHandler.on(this._scrollElement, EVENT_SCROLL, () => this._process())\n\n    this.refresh()\n    this._process()\n  }\n\n  // Getters\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  refresh() {\n    const autoMethod = this._scrollElement === this._scrollElement.window ?\n      METHOD_OFFSET :\n      METHOD_POSITION\n\n    const offsetMethod = this._config.method === 'auto' ?\n      autoMethod :\n      this._config.method\n\n    const offsetBase = offsetMethod === METHOD_POSITION ?\n      this._getScrollTop() :\n      0\n\n    this._offsets = []\n    this._targets = []\n    this._scrollHeight = this._getScrollHeight()\n\n    const targets = SelectorEngine.find(SELECTOR_LINK_ITEMS, this._config.target)\n\n    targets.map(element => {\n      const targetSelector = getSelectorFromElement(element)\n      const target = targetSelector ? SelectorEngine.findOne(targetSelector) : null\n\n      if (target) {\n        const targetBCR = target.getBoundingClientRect()\n        if (targetBCR.width || targetBCR.height) {\n          return [\n            Manipulator[offsetMethod](target).top + offsetBase,\n            targetSelector\n          ]\n        }\n      }\n\n      return null\n    })\n      .filter(item => item)\n      .sort((a, b) => a[0] - b[0])\n      .forEach(item => {\n        this._offsets.push(item[0])\n        this._targets.push(item[1])\n      })\n  }\n\n  dispose() {\n    EventHandler.off(this._scrollElement, EVENT_KEY)\n    super.dispose()\n  }\n\n  // Private\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...(typeof config === 'object' && config ? config : {})\n    }\n\n    config.target = getElement(config.target) || document.documentElement\n\n    typeCheckConfig(NAME, config, DefaultType)\n\n    return config\n  }\n\n  _getScrollTop() {\n    return this._scrollElement === window ?\n      this._scrollElement.pageYOffset :\n      this._scrollElement.scrollTop\n  }\n\n  _getScrollHeight() {\n    return this._scrollElement.scrollHeight || Math.max(\n      document.body.scrollHeight,\n      document.documentElement.scrollHeight\n    )\n  }\n\n  _getOffsetHeight() {\n    return this._scrollElement === window ?\n      window.innerHeight :\n      this._scrollElement.getBoundingClientRect().height\n  }\n\n  _process() {\n    const scrollTop = this._getScrollTop() + this._config.offset\n    const scrollHeight = this._getScrollHeight()\n    const maxScroll = this._config.offset + scrollHeight - this._getOffsetHeight()\n\n    if (this._scrollHeight !== scrollHeight) {\n      this.refresh()\n    }\n\n    if (scrollTop >= maxScroll) {\n      const target = this._targets[this._targets.length - 1]\n\n      if (this._activeTarget !== target) {\n        this._activate(target)\n      }\n\n      return\n    }\n\n    if (this._activeTarget && scrollTop < this._offsets[0] && this._offsets[0] > 0) {\n      this._activeTarget = null\n      this._clear()\n      return\n    }\n\n    for (let i = this._offsets.length; i--;) {\n      const isActiveTarget = this._activeTarget !== this._targets[i] &&\n          scrollTop >= this._offsets[i] &&\n          (typeof this._offsets[i + 1] === 'undefined' || scrollTop < this._offsets[i + 1])\n\n      if (isActiveTarget) {\n        this._activate(this._targets[i])\n      }\n    }\n  }\n\n  _activate(target) {\n    this._activeTarget = target\n\n    this._clear()\n\n    const queries = SELECTOR_LINK_ITEMS.split(',')\n      .map(selector => `${selector}[data-bs-target=\"${target}\"],${selector}[href=\"${target}\"]`)\n\n    const link = SelectorEngine.findOne(queries.join(','), this._config.target)\n\n    link.classList.add(CLASS_NAME_ACTIVE)\n    if (link.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, link.closest(SELECTOR_DROPDOWN))\n        .classList.add(CLASS_NAME_ACTIVE)\n    } else {\n      SelectorEngine.parents(link, SELECTOR_NAV_LIST_GROUP)\n        .forEach(listGroup => {\n          // Set triggered links parents as active\n          // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n          SelectorEngine.prev(listGroup, `${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`)\n            .forEach(item => item.classList.add(CLASS_NAME_ACTIVE))\n\n          // Handle special case when .nav-link is inside .nav-item\n          SelectorEngine.prev(listGroup, SELECTOR_NAV_ITEMS)\n            .forEach(navItem => {\n              SelectorEngine.children(navItem, SELECTOR_NAV_LINKS)\n                .forEach(item => item.classList.add(CLASS_NAME_ACTIVE))\n            })\n        })\n    }\n\n    EventHandler.trigger(this._scrollElement, EVENT_ACTIVATE, {\n      relatedTarget: target\n    })\n  }\n\n  _clear() {\n    SelectorEngine.find(SELECTOR_LINK_ITEMS, this._config.target)\n      .filter(node => node.classList.contains(CLASS_NAME_ACTIVE))\n      .forEach(node => node.classList.remove(CLASS_NAME_ACTIVE))\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  SelectorEngine.find(SELECTOR_DATA_SPY)\n    .forEach(spy => new ScrollSpy(spy))\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .ScrollSpy to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(ScrollSpy)\n\nexport default ScrollSpy\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  isDisabled,\n  reflow\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'tab'\nconst DATA_KEY = 'bs.tab'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_MENU = 'dropdown-menu'\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ACTIVE_UL = ':scope > li > .active'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\nconst SELECTOR_DROPDOWN_ACTIVE_CHILD = ':scope > .dropdown-menu .active'\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Tab extends BaseComponent {\n  // Getters\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  show() {\n    if ((this._element.parentNode &&\n      this._element.parentNode.nodeType === Node.ELEMENT_NODE &&\n      this._element.classList.contains(CLASS_NAME_ACTIVE))) {\n      return\n    }\n\n    let previous\n    const target = getElementFromSelector(this._element)\n    const listElement = this._element.closest(SELECTOR_NAV_LIST_GROUP)\n\n    if (listElement) {\n      const itemSelector = listElement.nodeName === 'UL' || listElement.nodeName === 'OL' ? SELECTOR_ACTIVE_UL : SELECTOR_ACTIVE\n      previous = SelectorEngine.find(itemSelector, listElement)\n      previous = previous[previous.length - 1]\n    }\n\n    const hideEvent = previous ?\n      EventHandler.trigger(previous, EVENT_HIDE, {\n        relatedTarget: this._element\n      }) :\n      null\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, {\n      relatedTarget: previous\n    })\n\n    if (showEvent.defaultPrevented || (hideEvent !== null && hideEvent.defaultPrevented)) {\n      return\n    }\n\n    this._activate(this._element, listElement)\n\n    const complete = () => {\n      EventHandler.trigger(previous, EVENT_HIDDEN, {\n        relatedTarget: this._element\n      })\n      EventHandler.trigger(this._element, EVENT_SHOWN, {\n        relatedTarget: previous\n      })\n    }\n\n    if (target) {\n      this._activate(target, target.parentNode, complete)\n    } else {\n      complete()\n    }\n  }\n\n  // Private\n\n  _activate(element, container, callback) {\n    const activeElements = container && (container.nodeName === 'UL' || container.nodeName === 'OL') ?\n      SelectorEngine.find(SELECTOR_ACTIVE_UL, container) :\n      SelectorEngine.children(container, SELECTOR_ACTIVE)\n\n    const active = activeElements[0]\n    const isTransitioning = callback && (active && active.classList.contains(CLASS_NAME_FADE))\n\n    const complete = () => this._transitionComplete(element, active, callback)\n\n    if (active && isTransitioning) {\n      active.classList.remove(CLASS_NAME_SHOW)\n      this._queueCallback(complete, element, true)\n    } else {\n      complete()\n    }\n  }\n\n  _transitionComplete(element, active, callback) {\n    if (active) {\n      active.classList.remove(CLASS_NAME_ACTIVE)\n\n      const dropdownChild = SelectorEngine.findOne(SELECTOR_DROPDOWN_ACTIVE_CHILD, active.parentNode)\n\n      if (dropdownChild) {\n        dropdownChild.classList.remove(CLASS_NAME_ACTIVE)\n      }\n\n      if (active.getAttribute('role') === 'tab') {\n        active.setAttribute('aria-selected', false)\n      }\n    }\n\n    element.classList.add(CLASS_NAME_ACTIVE)\n    if (element.getAttribute('role') === 'tab') {\n      element.setAttribute('aria-selected', true)\n    }\n\n    reflow(element)\n\n    if (element.classList.contains(CLASS_NAME_FADE)) {\n      element.classList.add(CLASS_NAME_SHOW)\n    }\n\n    let parent = element.parentNode\n    if (parent && parent.nodeName === 'LI') {\n      parent = parent.parentNode\n    }\n\n    if (parent && parent.classList.contains(CLASS_NAME_DROPDOWN_MENU)) {\n      const dropdownElement = element.closest(SELECTOR_DROPDOWN)\n\n      if (dropdownElement) {\n        SelectorEngine.find(SELECTOR_DROPDOWN_TOGGLE, dropdownElement)\n          .forEach(dropdown => dropdown.classList.add(CLASS_NAME_ACTIVE))\n      }\n\n      element.setAttribute('aria-expanded', true)\n    }\n\n    if (callback) {\n      callback()\n    }\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.getOrCreateInstance(this)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * ------------------------------------------------------------------------\n * Data Api implementation\n * ------------------------------------------------------------------------\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  const data = Tab.getOrCreateInstance(this)\n  data.show()\n})\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Tab to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Tab)\n\nexport default Tab\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  reflow,\n  typeCheckConfig\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport BaseComponent from './base-component'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * ------------------------------------------------------------------------\n * Constants\n * ------------------------------------------------------------------------\n */\n\nconst NAME = 'toast'\nconst DATA_KEY = 'bs.toast'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_HIDE = 'hide' // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\n\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n}\n\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n}\n\n/**\n * ------------------------------------------------------------------------\n * Class Definition\n * ------------------------------------------------------------------------\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element)\n\n    this._config = this._getConfig(config)\n    this._timeout = null\n    this._hasMouseInteraction = false\n    this._hasKeyboardInteraction = false\n    this._setListeners()\n  }\n\n  // Getters\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get Default() {\n    return Default\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n\n  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._clearTimeout()\n\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE)\n    }\n\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n\n      this._maybeScheduleHide()\n    }\n\n    this._element.classList.remove(CLASS_NAME_HIDE) // @deprecated\n    reflow(this._element)\n    this._element.classList.add(CLASS_NAME_SHOW)\n    this._element.classList.add(CLASS_NAME_SHOWING)\n\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  hide() {\n    if (!this._element.classList.contains(CLASS_NAME_SHOW)) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE) // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      this._element.classList.remove(CLASS_NAME_SHOW)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOWING)\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  dispose() {\n    this._clearTimeout()\n\n    if (this._element.classList.contains(CLASS_NAME_SHOW)) {\n      this._element.classList.remove(CLASS_NAME_SHOW)\n    }\n\n    super.dispose()\n  }\n\n  // Private\n\n  _getConfig(config) {\n    config = {\n      ...Default,\n      ...Manipulator.getDataAttributes(this._element),\n      ...(typeof config === 'object' && config ? config : {})\n    }\n\n    typeCheckConfig(NAME, config, this.constructor.DefaultType)\n\n    return config\n  }\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return\n    }\n\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return\n    }\n\n    this._timeout = setTimeout(() => {\n      this.hide()\n    }, this._config.delay)\n  }\n\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout':\n        this._hasMouseInteraction = isInteracting\n        break\n      case 'focusin':\n      case 'focusout':\n        this._hasKeyboardInteraction = isInteracting\n        break\n      default:\n        break\n    }\n\n    if (isInteracting) {\n      this._clearTimeout()\n      return\n    }\n\n    const nextElement = event.relatedTarget\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return\n    }\n\n    this._maybeScheduleHide()\n  }\n\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false))\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false))\n  }\n\n  _clearTimeout() {\n    clearTimeout(this._timeout)\n    this._timeout = null\n  }\n\n  // Static\n\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.getOrCreateInstance(this, config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config](this)\n      }\n    })\n  }\n}\n\nenableDismissTrigger(Toast)\n\n/**\n * ------------------------------------------------------------------------\n * jQuery\n * ------------------------------------------------------------------------\n * add .Toast to jQuery only if jQuery is present\n */\n\ndefineJQueryPlugin(Toast)\n\nexport default Toast\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.1.0): index.umd.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Alert from './src/alert'\nimport Button from './src/button'\nimport Carousel from './src/carousel'\nimport Collapse from './src/collapse'\nimport Dropdown from './src/dropdown'\nimport Modal from './src/modal'\nimport Offcanvas from './src/offcanvas'\nimport Popover from './src/popover'\nimport ScrollSpy from './src/scrollspy'\nimport Tab from './src/tab'\nimport Toast from './src/toast'\nimport Tooltip from './src/tooltip'\n\nexport default {\n  Alert,\n  Button,\n  Carousel,\n  Collapse,\n  Dropdown,\n  Modal,\n  Offcanvas,\n  Popover,\n  ScrollSpy,\n  Tab,\n  Toast,\n  Tooltip\n}\n"]}
\ No newline at end of file
diff --git a/docs/deps/bootstrap-5.1.0/bootstrap.min.css b/docs/deps/bootstrap-5.1.0/bootstrap.min.css
deleted file mode 100644
index fa947a47..00000000
--- a/docs/deps/bootstrap-5.1.0/bootstrap.min.css
+++ /dev/null
@@ -1 +0,0 @@
-:root{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffc107;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-white: #fff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-default: #1D132B;--bs-primary: #457E78;--bs-secondary: #1D132B;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffc107;--bs-danger: #dc3545;--bs-light: #f8f9fa;--bs-dark: #212529;--bs-default-rgb: 29,19,43;--bs-primary-rgb: 69,126,120;--bs-secondary-rgb: 29,19,43;--bs-success-rgb: 25,135,84;--bs-info-rgb: 13,202,240;--bs-warning-rgb: 255,193,7;--bs-danger-rgb: 220,53,69;--bs-light-rgb: 248,249,250;--bs-dark-rgb: 33,37,41;--bs-white-rgb: 255,255,255;--bs-black-rgb: 0,0,0;--bs-body-rgb: 33,37,41;--bs-font-sans-serif: system-ui, -apple-system, "Segoe UI", Roboto, "Helvetica Neue", Arial, "Noto Sans", "Liberation Sans", sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";--bs-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;--bs-gradient: linear-gradient(180deg, rgba(255,255,255,0.15), rgba(255,255,255,0));--bs-body-font-family: var(--bs-font-sans-serif);--bs-body-font-size: 1rem;--bs-body-font-weight: 400;--bs-body-line-height: 1.5;--bs-body-color: #212529;--bs-body-bg: #fff}*,*::before,*::after{box-sizing:border-box}@media (prefers-reduced-motion: no-preference){:root{scroll-behavior:smooth}}body{margin:0;font-family:var(--bs-body-font-family);font-size:var(--bs-body-font-size);font-weight:var(--bs-body-font-weight);line-height:var(--bs-body-line-height);color:var(--bs-body-color);text-align:var(--bs-body-text-align);background-color:var(--bs-body-bg);-webkit-text-size-adjust:100%;-webkit-tap-highlight-color:rgba(0,0,0,0)}hr{margin:1rem 0;color:inherit;background-color:currentColor;border:0;opacity:.25}hr:not([size]){height:1px}h6,.h6,h5,.h5,h4,.h4,h3,.h3,h2,.h2,h1,.h1{margin-top:0;margin-bottom:.5rem;font-weight:500;line-height:1.2;color:#457E78}h1,.h1{font-size:calc(1.375rem + 1.5vw)}@media (min-width: 1200px){h1,.h1{font-size:2.5rem}}h2,.h2{font-size:calc(1.325rem + .9vw)}@media (min-width: 1200px){h2,.h2{font-size:2rem}}h3,.h3{font-size:calc(1.3rem + .6vw)}@media (min-width: 1200px){h3,.h3{font-size:1.75rem}}h4,.h4{font-size:calc(1.275rem + .3vw)}@media (min-width: 1200px){h4,.h4{font-size:1.5rem}}h5,.h5{font-size:1.25rem}h6,.h6{font-size:1rem}p{margin-top:0;margin-bottom:1rem}abbr[title],abbr[data-bs-original-title]{text-decoration:underline dotted;-webkit-text-decoration:underline dotted;-moz-text-decoration:underline dotted;-ms-text-decoration:underline dotted;-o-text-decoration:underline dotted;cursor:help;text-decoration-skip-ink:none}address{margin-bottom:1rem;font-style:normal;line-height:inherit}ol,ul{padding-left:2rem}ol,ul,dl{margin-top:0;margin-bottom:1rem}ol ol,ul ul,ol ul,ul ol{margin-bottom:0}dt{font-weight:700}dd{margin-bottom:.5rem;margin-left:0}blockquote{margin:0 0 1rem;padding:.625rem 1.25rem;border-left:.25rem solid #e9ecef}blockquote p:last-child,blockquote ul:last-child,blockquote ol:last-child{margin-bottom:0}b,strong{font-weight:bolder}small,.small{font-size:.875em}mark,.mark{padding:.2em;background-color:#fcf8e3}sub,sup{position:relative;font-size:.75em;line-height:0;vertical-align:baseline}sub{bottom:-.25em}sup{top:-.5em}a{color:#8963BA;text-decoration:underline;-webkit-text-decoration:underline;-moz-text-decoration:underline;-ms-text-decoration:underline;-o-text-decoration:underline}a:hover{color:#6e4f95}a:not([href]):not([class]),a:not([href]):not([class]):hover{color:inherit;text-decoration:none}pre,code,kbd,samp{font-family:var(--bs-font-monospace);font-size:1em;direction:ltr /* rtl:ignore */;unicode-bidi:bidi-override}pre{display:block;margin-top:0;margin-bottom:1rem;overflow:auto;font-size:95%;color:#000;background-color:#fefefe;padding:.5rem;border:1px solid #DFD4EC;border-radius:.25rem}pre 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diff --git a/docs/deps/bootstrap-5.2.2/bootstrap.bundle.min.js b/docs/deps/bootstrap-5.2.2/bootstrap.bundle.min.js
deleted file mode 100644
index 1d138863..00000000
--- a/docs/deps/bootstrap-5.2.2/bootstrap.bundle.min.js
+++ /dev/null
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N=be(I),P=[];if(o&&P.push(S[x]<=0),a&&P.push(S[I]<=0,S[N]<=0),P.every((function(t){return t}))){T=O,E=!1;break}A.set(O,P)}if(E)for(var j=function(t){var e=v.find((function(e){var i=A.get(e);if(i)return i.slice(0,t).every((function(t){return t}))}));if(e)return T=e,"break"},M=p?3:1;M>0&&"break"!==j(M);M--);e.placement!==T&&(e.modifiersData[n]._skip=!0,e.placement=T,e.reset=!0)}},requiresIfExists:["offset"],data:{_skip:!1}};function Ie(t,e,i){return void 0===i&&(i={x:0,y:0}),{top:t.top-e.height-i.y,right:t.right-e.width+i.x,bottom:t.bottom-e.height+i.y,left:t.left-e.width-i.x}}function Ne(t){return[gt,_t,mt,bt].some((function(e){return t[e]>=0}))}const Pe={name:"hide",enabled:!0,phase:"main",requiresIfExists:["preventOverflow"],fn:function(t){var e=t.state,i=t.name,n=e.rects.reference,s=e.rects.popper,o=e.modifiersData.preventOverflow,r=Le(e,{elementContext:"reference"}),a=Le(e,{altBoundary:!0}),l=Ie(r,n),c=Ie(a,s,o),h=Ne(l),d=Ne(c);e.modifiersData[i]={referenceClippingOffsets:l,popperEscapeOffsets:c,isReferenceHidden:h,hasPopperEscaped:d},e.attributes.popper=Object.assign({},e.attributes.popper,{"data-popper-reference-hidden":h,"data-popper-escaped":d})}},je={name:"offset",enabled:!0,phase:"main",requires:["popperOffsets"],fn:function(t){var e=t.state,i=t.options,n=t.name,s=i.offset,o=void 0===s?[0,0]:s,r=kt.reduce((function(t,i){return t[i]=function(t,e,i){var n=Vt(t),s=[bt,gt].indexOf(n)>=0?-1:1,o="function"==typeof i?i(Object.assign({},e,{placement:t})):i,r=o[0],a=o[1];return r=r||0,a=(a||0)*s,[bt,_t].indexOf(n)>=0?{x:a,y:r}:{x:r,y:a}}(i,e.rects,o),t}),{}),a=r[e.placement],l=a.x,c=a.y;null!=e.modifiersData.popperOffsets&&(e.modifiersData.popperOffsets.x+=l,e.modifiersData.popperOffsets.y+=c),e.modifiersData[n]=r}},Me={name:"popperOffsets",enabled:!0,phase:"read",fn:function(t){var e=t.state,i=t.name;e.modifiersData[i]=ke({reference:e.rects.reference,element:e.rects.popper,strategy:"absolute",placement:e.placement})},data:{}},He={name:"preventOverflow",enabled:!0,phase:"main",fn:function(t){var e=t.state,i=t.options,n=t.name,s=i.mainAxis,o=void 0===s||s,r=i.altAxis,a=void 0!==r&&r,l=i.boundary,c=i.rootBoundary,h=i.altBoundary,d=i.padding,u=i.tether,f=void 0===u||u,p=i.tetherOffset,g=void 0===p?0:p,m=Le(e,{boundary:l,rootBoundary:c,padding:d,altBoundary:h}),_=Vt(e.placement),b=de(e.placement),v=!b,y=re(_),w="x"===y?"y":"x",A=e.modifiersData.popperOffsets,E=e.rects.reference,T=e.rects.popper,C="function"==typeof g?g(Object.assign({},e.rects,{placement:e.placement})):g,O="number"==typeof C?{mainAxis:C,altAxis:C}:Object.assign({mainAxis:0,altAxis:0},C),x=e.modifiersData.offset?e.modifiersData.offset[e.placement]:null,k={x:0,y:0};if(A){if(o){var L,D="y"===y?gt:bt,S="y"===y?mt:_t,I="y"===y?"height":"width",N=A[y],P=N+m[D],j=N-m[S],M=f?-T[I]/2:0,H=b===wt?E[I]:T[I],$=b===wt?-T[I]:-E[I],W=e.elements.arrow,B=f&&W?Jt(W):{width:0,height:0},F=e.modifiersData["arrow#persistent"]?e.modifiersData["arrow#persistent"].padding:{top:0,right:0,bottom:0,left:0},z=F[D],q=F[S],R=ae(0,E[I],B[I]),V=v?E[I]/2-M-R-z-O.mainAxis:H-R-z-O.mainAxis,K=v?-E[I]/2+M+R+q+O.mainAxis:$+R+q+O.mainAxis,Q=e.elements.arrow&&oe(e.elements.arrow),X=Q?"y"===y?Q.clientTop||0:Q.clientLeft||0:0,Y=null!=(L=null==x?void 0:x[y])?L:0,U=N+K-Y,G=ae(f?Qt(P,N+V-Y-X):P,N,f?Kt(j,U):j);A[y]=G,k[y]=G-N}if(a){var J,Z="x"===y?gt:bt,tt="x"===y?mt:_t,et=A[w],it="y"===w?"height":"width",nt=et+m[Z],st=et-m[tt],ot=-1!==[gt,bt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=ae(t,e,i);return n>i?i:n}(at,et,lt):ae(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function $e(t,e,i){void 0===i&&(i=!1);var n,s,o=zt(e),r=zt(e)&&function(t){var e=t.getBoundingClientRect(),i=Xt(e.width)/t.offsetWidth||1,n=Xt(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=ie(e),l=Gt(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==Wt(e)||Ee(a))&&(c=(n=e)!==Bt(n)&&zt(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:we(n)),zt(e)?((h=Gt(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ae(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function We(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var Be={placement:"bottom",modifiers:[],strategy:"absolute"};function Fe(){for(var t=arguments.length,e=new Array(t),i=0;i<t;i++)e[i]=arguments[i];return!e.some((function(t){return!(t&&"function"==typeof t.getBoundingClientRect)}))}function ze(t){void 0===t&&(t={});var e=t,i=e.defaultModifiers,n=void 0===i?[]:i,s=e.defaultOptions,o=void 0===s?Be:s;return function(t,e,i){void 0===i&&(i=o);var s,r,a={placement:"bottom",orderedModifiers:[],options:Object.assign({},Be,o),modifiersData:{},elements:{reference:t,popper:e},attributes:{},styles:{}},l=[],c=!1,h={state:a,setOptions:function(i){var s="function"==typeof i?i(a.options):i;d(),a.options=Object.assign({},o,a.options,s),a.scrollParents={reference:Ft(t)?Ce(t):t.contextElement?Ce(t.contextElement):[],popper:Ce(e)};var r,c,u=function(t){var e=We(t);return $t.reduce((function(t,i){return t.concat(e.filter((function(t){return t.phase===i})))}),[])}((r=[].concat(n,a.options.modifiers),c=r.reduce((function(t,e){var i=t[e.name];return t[e.name]=i?Object.assign({},i,e,{options:Object.assign({},i.options,e.options),data:Object.assign({},i.data,e.data)}):e,t}),{}),Object.keys(c).map((function(t){return c[t]}))));return a.orderedModifiers=u.filter((function(t){return t.enabled})),a.orderedModifiers.forEach((function(t){var e=t.name,i=t.options,n=void 0===i?{}:i,s=t.effect;if("function"==typeof s){var o=s({state:a,name:e,instance:h,options:n});l.push(o||function(){})}})),h.update()},forceUpdate:function(){if(!c){var t=a.elements,e=t.reference,i=t.popper;if(Fe(e,i)){a.rects={reference:$e(e,oe(i),"fixed"===a.options.strategy),popper:Jt(i)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach((function(t){return a.modifiersData[t.name]=Object.assign({},t.data)}));for(var n=0;n<a.orderedModifiers.length;n++)if(!0!==a.reset){var s=a.orderedModifiers[n],o=s.fn,r=s.options,l=void 0===r?{}:r,d=s.name;"function"==typeof o&&(a=o({state:a,options:l,name:d,instance:h})||a)}else a.reset=!1,n=-1}}},update:(s=function(){return new Promise((function(t){h.forceUpdate(),t(a)}))},function(){return r||(r=new Promise((function(t){Promise.resolve().then((function(){r=void 0,t(s())}))}))),r}),destroy:function(){d(),c=!0}};if(!Fe(t,e))return h;function d(){l.forEach((function(t){return t()})),l=[]}return h.setOptions(i).then((function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)})),h}}var qe=ze(),Re=ze({defaultModifiers:[me,Me,pe,Rt]}),Ve=ze({defaultModifiers:[me,Me,pe,Rt,je,Se,He,he,Pe]});const Ke=Object.freeze(Object.defineProperty({__proto__:null,popperGenerator:ze,detectOverflow:Le,createPopperBase:qe,createPopper:Ve,createPopperLite:Re,top:gt,bottom:mt,right:_t,left:bt,auto:vt,basePlacements:yt,start:wt,end:At,clippingParents:Et,viewport:Tt,popper:Ct,reference:Ot,variationPlacements:xt,placements:kt,beforeRead:Lt,read:Dt,afterRead:St,beforeMain:It,main:Nt,afterMain:Pt,beforeWrite:jt,write:Mt,afterWrite:Ht,modifierPhases:$t,applyStyles:Rt,arrow:he,computeStyles:pe,eventListeners:me,flip:Se,hide:Pe,offset:je,popperOffsets:Me,preventOverflow:He},Symbol.toStringTag,{value:"Module"})),Qe="dropdown",Xe="ArrowUp",Ye="ArrowDown",Ue="click.bs.dropdown.data-api",Ge="keydown.bs.dropdown.data-api",Je="show",Ze='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',ti=`${Ze}.show`,ei=".dropdown-menu",ii=p()?"top-end":"top-start",ni=p()?"top-start":"top-end",si=p()?"bottom-end":"bottom-start",oi=p()?"bottom-start":"bottom-end",ri=p()?"left-start":"right-start",ai=p()?"right-start":"left-start",li={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},ci={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class hi extends z{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=Q.next(this._element,ei)[0]||Q.prev(this._element,ei)[0]||Q.findOne(ei,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return li}static get DefaultType(){return ci}static get NAME(){return Qe}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!P.trigger(this._element,"show.bs.dropdown",t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))P.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Je),this._element.classList.add(Je),P.trigger(this._element,"shown.bs.dropdown",t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!P.trigger(this._element,"hide.bs.dropdown",t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove(Je),this._element.classList.remove(Je),this._element.setAttribute("aria-expanded","false"),B.removeDataAttribute(this._menu,"popper"),P.trigger(this._element,"hidden.bs.dropdown",t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${Qe.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===Ke)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=Ve(t,this._menu,e)}_isShown(){return this._menu.classList.contains(Je)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return ri;if(t.classList.contains("dropstart"))return ai;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ni:ii:e?oi:si}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(B.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=Q.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ye,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=hi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=Q.find(ti);for(const i of e){const e=hi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Xe,Ye].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ze)?this:Q.prev(this,Ze)[0]||Q.next(this,Ze)[0]||Q.findOne(Ze,t.delegateTarget.parentNode),o=hi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}P.on(document,Ge,Ze,hi.dataApiKeydownHandler),P.on(document,Ge,ei,hi.dataApiKeydownHandler),P.on(document,Ue,hi.clearMenus),P.on(document,"keyup.bs.dropdown.data-api",hi.clearMenus),P.on(document,Ue,Ze,(function(t){t.preventDefault(),hi.getOrCreateInstance(this).toggle()})),g(hi);const di=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",ui=".sticky-top",fi="padding-right",pi="margin-right";class gi{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,fi,(e=>e+t)),this._setElementAttributes(di,fi,(e=>e+t)),this._setElementAttributes(ui,pi,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,fi),this._resetElementAttributes(di,fi),this._resetElementAttributes(ui,pi)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&B.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=B.getDataAttribute(t,e);null!==i?(B.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of Q.find(t,this._element))e(i)}}const mi="show",_i="mousedown.bs.backdrop",bi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},vi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class yi extends F{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"backdrop"}show(t){if(!this._config.isVisible)return void m(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(mi),this._emulateAnimation((()=>{m(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(mi),this._emulateAnimation((()=>{this.dispose(),m(t)}))):m(t)}dispose(){this._isAppended&&(P.off(this._element,_i),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),P.on(t,_i,(()=>{m(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const wi=".bs.focustrap",Ai="backward",Ei={autofocus:!0,trapElement:null},Ti={autofocus:"boolean",trapElement:"element"};class Ci extends F{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return Ei}static get DefaultType(){return Ti}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),P.off(document,wi),P.on(document,"focusin.bs.focustrap",(t=>this._handleFocusin(t))),P.on(document,"keydown.tab.bs.focustrap",(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,P.off(document,wi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=Q.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===Ai?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?Ai:"forward")}}const Oi="hidden.bs.modal",xi="show.bs.modal",ki="modal-open",Li="show",Di="modal-static",Si={backdrop:!0,focus:!0,keyboard:!0},Ii={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ni extends z{constructor(t,e){super(t,e),this._dialog=Q.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new gi,this._addEventListeners()}static get Default(){return Si}static get DefaultType(){return Ii}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||P.trigger(this._element,xi,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(ki),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(P.trigger(this._element,"hide.bs.modal").defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Li),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){for(const t of[window,this._dialog])P.off(t,".bs.modal");this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new yi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new Ci({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=Q.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(Li),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,P.trigger(this._element,"shown.bs.modal",{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.modal",(t=>{if("Escape"===t.key)return this._config.keyboard?(t.preventDefault(),void this.hide()):void this._triggerBackdropTransition()})),P.on(window,"resize.bs.modal",(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),P.on(this._element,"mousedown.dismiss.bs.modal",(t=>{P.one(this._element,"click.dismiss.bs.modal",(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(ki),this._resetAdjustments(),this._scrollBar.reset(),P.trigger(this._element,Oi)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(P.trigger(this._element,"hidePrevented.bs.modal").defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Di)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Di),this._queueCallback((()=>{this._element.classList.remove(Di),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ni.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}P.on(document,"click.bs.modal.data-api",'[data-bs-toggle="modal"]',(function(t){const e=n(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),P.one(e,xi,(t=>{t.defaultPrevented||P.one(e,Oi,(()=>{a(this)&&this.focus()}))}));const i=Q.findOne(".modal.show");i&&Ni.getInstance(i).hide(),Ni.getOrCreateInstance(e).toggle(this)})),q(Ni),g(Ni);const Pi="show",ji="showing",Mi="hiding",Hi=".offcanvas.show",$i="hidePrevented.bs.offcanvas",Wi="hidden.bs.offcanvas",Bi={backdrop:!0,keyboard:!0,scroll:!1},Fi={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class zi extends z{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Bi}static get DefaultType(){return Fi}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||P.trigger(this._element,"show.bs.offcanvas",{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new gi).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(ji),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Pi),this._element.classList.remove(ji),P.trigger(this._element,"shown.bs.offcanvas",{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(P.trigger(this._element,"hide.bs.offcanvas").defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Mi),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Pi,Mi),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new gi).reset(),P.trigger(this._element,Wi)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new yi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():P.trigger(this._element,$i)}:null})}_initializeFocusTrap(){return new Ci({trapElement:this._element})}_addEventListeners(){P.on(this._element,"keydown.dismiss.bs.offcanvas",(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():P.trigger(this._element,$i))}))}static jQueryInterface(t){return this.each((function(){const e=zi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}P.on(document,"click.bs.offcanvas.data-api",'[data-bs-toggle="offcanvas"]',(function(t){const e=n(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;P.one(e,Wi,(()=>{a(this)&&this.focus()}));const i=Q.findOne(Hi);i&&i!==e&&zi.getInstance(i).hide(),zi.getOrCreateInstance(e).toggle(this)})),P.on(window,"load.bs.offcanvas.data-api",(()=>{for(const t of Q.find(Hi))zi.getOrCreateInstance(t).show()})),P.on(window,"resize.bs.offcanvas",(()=>{for(const t of Q.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&zi.getOrCreateInstance(t).hide()})),q(zi),g(zi);const qi=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Ri=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Vi=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Ki=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!qi.has(i)||Boolean(Ri.test(t.nodeValue)||Vi.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Qi={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Xi={allowList:Qi,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Yi={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Ui={entry:"(string|element|function|null)",selector:"(string|element)"};class Gi extends F{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Ui)}_setContent(t,e,i){const n=Q.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Ki(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return"function"==typeof t?t(this):t}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Ji=new Set(["sanitize","allowList","sanitizeFn"]),Zi="fade",tn="show",en=".modal",nn="hide.bs.modal",sn="hover",on="focus",rn={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},an={allowList:Qi,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,0],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},ln={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cn extends z{constructor(t,e){if(void 0===Ke)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return an}static get DefaultType(){return ln}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),P.off(this._element.closest(en),nn,this._hideModalHandler),this.tip&&this.tip.remove(),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=P.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this.tip&&(this.tip.remove(),this.tip=null);const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),P.trigger(this._element,this.constructor.eventName("inserted"))),this._popper?this._popper.update():this._popper=this._createPopper(i),i.classList.add(tn),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.on(t,"mouseover",h);this._queueCallback((()=>{P.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(!this._isShown())return;if(P.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented)return;const t=this._getTipElement();if(t.classList.remove(tn),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))P.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||t.remove(),this._element.removeAttribute("aria-describedby"),P.trigger(this._element,this.constructor.eventName("hidden")),this._disposePopper())}),this.tip,this._isAnimated())}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(Zi,tn),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(Zi),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Gi({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(Zi)}_isShown(){return this.tip&&this.tip.classList.contains(tn)}_createPopper(t){const e="function"==typeof this._config.placement?this._config.placement.call(this,t,this._element):this._config.placement,i=rn[e.toUpperCase()];return Ve(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return"function"==typeof t?t.call(this._element):t}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,..."function"==typeof this._config.popperConfig?this._config.popperConfig(e):this._config.popperConfig}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)P.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===sn?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===sn?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");P.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?on:sn]=!0,e._enter()})),P.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?on:sn]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},P.on(this._element.closest(en),nn,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=B.getDataAttributes(this._element);for(const t of Object.keys(e))Ji.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const e in this._config)this.constructor.Default[e]!==this._config[e]&&(t[e]=this._config[e]);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null)}static jQueryInterface(t){return this.each((function(){const e=cn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}g(cn);const hn={...cn.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>',trigger:"click"},dn={...cn.DefaultType,content:"(null|string|element|function)"};class un extends cn{static get Default(){return hn}static get DefaultType(){return dn}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=un.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}g(un);const fn="click.bs.scrollspy",pn="active",gn="[href]",mn={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},_n={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class bn extends z{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return mn}static get DefaultType(){return _n}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=r(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(P.off(this._config.target,fn),P.on(this._config.target,fn,gn,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=Q.find(gn,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=Q.findOne(e.hash,this._element);a(t)&&(this._targetLinks.set(e.hash,e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(pn),this._activateParents(t),P.trigger(this._element,"activate.bs.scrollspy",{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))Q.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(pn);else for(const e of Q.parents(t,".nav, .list-group"))for(const t of Q.prev(e,".nav-link, .nav-item > .nav-link, .list-group-item"))t.classList.add(pn)}_clearActiveClass(t){t.classList.remove(pn);const e=Q.find("[href].active",t);for(const t of e)t.classList.remove(pn)}static jQueryInterface(t){return this.each((function(){const e=bn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 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* --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1_000_000\nconst MILLISECONDS_MULTIPLIER = 1000\nconst TRANSITION_END = 'transitionend'\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n  if (object === null || object === undefined) {\n    return `${object}`\n  }\n\n  return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase()\n}\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n  do {\n    prefix += Math.floor(Math.random() * MAX_UID)\n  } while (document.getElementById(prefix))\n\n  return prefix\n}\n\nconst getSelector = element => {\n  let selector = element.getAttribute('data-bs-target')\n\n  if (!selector || selector === '#') {\n    let hrefAttribute = element.getAttribute('href')\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttribute || (!hrefAttribute.includes('#') && !hrefAttribute.startsWith('.'))) {\n      return null\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n      hrefAttribute = `#${hrefAttribute.split('#')[1]}`\n    }\n\n    selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null\n  }\n\n  return selector\n}\n\nconst getSelectorFromElement = element => {\n  const selector = getSelector(element)\n\n  if (selector) {\n    return document.querySelector(selector) ? selector : null\n  }\n\n  return null\n}\n\nconst getElementFromSelector = element => {\n  const selector = getSelector(element)\n\n  return selector ? document.querySelector(selector) : null\n}\n\nconst getTransitionDurationFromElement = element => {\n  if (!element) {\n    return 0\n  }\n\n  // Get transition-duration of the element\n  let { transitionDuration, transitionDelay } = window.getComputedStyle(element)\n\n  const floatTransitionDuration = Number.parseFloat(transitionDuration)\n  const floatTransitionDelay = Number.parseFloat(transitionDelay)\n\n  // Return 0 if element or transition duration is not found\n  if (!floatTransitionDuration && !floatTransitionDelay) {\n    return 0\n  }\n\n  // If multiple durations are defined, take the first\n  transitionDuration = transitionDuration.split(',')[0]\n  transitionDelay = transitionDelay.split(',')[0]\n\n  return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER\n}\n\nconst triggerTransitionEnd = element => {\n  element.dispatchEvent(new Event(TRANSITION_END))\n}\n\nconst isElement = object => {\n  if (!object || typeof object !== 'object') {\n    return false\n  }\n\n  if (typeof object.jquery !== 'undefined') {\n    object = object[0]\n  }\n\n  return typeof object.nodeType !== 'undefined'\n}\n\nconst getElement = object => {\n  // it's a jQuery object or a node element\n  if (isElement(object)) {\n    return object.jquery ? object[0] : object\n  }\n\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(object)\n  }\n\n  return null\n}\n\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false\n  }\n\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])')\n\n  if (!closedDetails) {\n    return elementIsVisible\n  }\n\n  if (closedDetails !== element) {\n    const summary = element.closest('summary')\n    if (summary && summary.parentNode !== closedDetails) {\n      return false\n    }\n\n    if (summary === null) {\n      return false\n    }\n  }\n\n  return elementIsVisible\n}\n\nconst isDisabled = element => {\n  if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n    return true\n  }\n\n  if (element.classList.contains('disabled')) {\n    return true\n  }\n\n  if (typeof element.disabled !== 'undefined') {\n    return element.disabled\n  }\n\n  return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false'\n}\n\nconst findShadowRoot = element => {\n  if (!document.documentElement.attachShadow) {\n    return null\n  }\n\n  // Can find the shadow root otherwise it'll return the document\n  if (typeof element.getRootNode === 'function') {\n    const root = element.getRootNode()\n    return root instanceof ShadowRoot ? root : null\n  }\n\n  if (element instanceof ShadowRoot) {\n    return element\n  }\n\n  // when we don't find a shadow root\n  if (!element.parentNode) {\n    return null\n  }\n\n  return findShadowRoot(element.parentNode)\n}\n\nconst noop = () => {}\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n  element.offsetHeight // eslint-disable-line no-unused-expressions\n}\n\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.jQuery\n  }\n\n  return null\n}\n\nconst DOMContentLoadedCallbacks = []\n\nconst onDOMContentLoaded = callback => {\n  if (document.readyState === 'loading') {\n    // add listener on the first call when the document is in loading state\n    if (!DOMContentLoadedCallbacks.length) {\n      document.addEventListener('DOMContentLoaded', () => {\n        for (const callback of DOMContentLoadedCallbacks) {\n          callback()\n        }\n      })\n    }\n\n    DOMContentLoadedCallbacks.push(callback)\n  } else {\n    callback()\n  }\n}\n\nconst isRTL = () => document.documentElement.dir === 'rtl'\n\nconst defineJQueryPlugin = plugin => {\n  onDOMContentLoaded(() => {\n    const $ = getjQuery()\n    /* istanbul ignore if */\n    if ($) {\n      const name = plugin.NAME\n      const JQUERY_NO_CONFLICT = $.fn[name]\n      $.fn[name] = plugin.jQueryInterface\n      $.fn[name].Constructor = plugin\n      $.fn[name].noConflict = () => {\n        $.fn[name] = JQUERY_NO_CONFLICT\n        return plugin.jQueryInterface\n      }\n    }\n  })\n}\n\nconst execute = callback => {\n  if (typeof callback === 'function') {\n    callback()\n  }\n}\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n  if (!waitForTransition) {\n    execute(callback)\n    return\n  }\n\n  const durationPadding = 5\n  const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding\n\n  let called = false\n\n  const handler = ({ target }) => {\n    if (target !== transitionElement) {\n      return\n    }\n\n    called = true\n    transitionElement.removeEventListener(TRANSITION_END, handler)\n    execute(callback)\n  }\n\n  transitionElement.addEventListener(TRANSITION_END, handler)\n  setTimeout(() => {\n    if (!called) {\n      triggerTransitionEnd(transitionElement)\n    }\n  }, emulatedDuration)\n}\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list    The list of elements\n * @param activeElement   The active element\n * @param shouldGetNext   Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n  const listLength = list.length\n  let index = list.indexOf(activeElement)\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0]\n  }\n\n  index += shouldGetNext ? 1 : -1\n\n  if (isCycleAllowed) {\n    index = (index + listLength) % listLength\n  }\n\n  return list[Math.max(0, Math.min(index, listLength - 1))]\n}\n\nexport {\n  defineJQueryPlugin,\n  execute,\n  executeAfterTransition,\n  findShadowRoot,\n  getElement,\n  getElementFromSelector,\n  getjQuery,\n  getNextActiveElement,\n  getSelectorFromElement,\n  getTransitionDurationFromElement,\n  getUID,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop,\n  onDOMContentLoaded,\n  reflow,\n  triggerTransitionEnd,\n  toType\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { getjQuery } from '../util/index'\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/\nconst stripNameRegex = /\\..*/\nconst stripUidRegex = /::\\d+$/\nconst eventRegistry = {} // Events storage\nlet uidEvent = 1\nconst customEvents = {\n  mouseenter: 'mouseover',\n  mouseleave: 'mouseout'\n}\n\nconst nativeEvents = new Set([\n  'click',\n  'dblclick',\n  'mouseup',\n  'mousedown',\n  'contextmenu',\n  'mousewheel',\n  'DOMMouseScroll',\n  'mouseover',\n  'mouseout',\n  'mousemove',\n  'selectstart',\n  'selectend',\n  'keydown',\n  'keypress',\n  'keyup',\n  'orientationchange',\n  'touchstart',\n  'touchmove',\n  'touchend',\n  'touchcancel',\n  'pointerdown',\n  'pointermove',\n  'pointerup',\n  'pointerleave',\n  'pointercancel',\n  'gesturestart',\n  'gesturechange',\n  'gestureend',\n  'focus',\n  'blur',\n  'change',\n  'reset',\n  'select',\n  'submit',\n  'focusin',\n  'focusout',\n  'load',\n  'unload',\n  'beforeunload',\n  'resize',\n  'move',\n  'DOMContentLoaded',\n  'readystatechange',\n  'error',\n  'abort',\n  'scroll'\n])\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getElementEvents(element) {\n  const uid = makeEventUid(element)\n\n  element.uidEvent = uid\n  eventRegistry[uid] = eventRegistry[uid] || {}\n\n  return eventRegistry[uid]\n}\n\nfunction bootstrapHandler(element, fn) {\n  return function handler(event) {\n    hydrateObj(event, { delegateTarget: element })\n\n    if (handler.oneOff) {\n      EventHandler.off(element, event.type, fn)\n    }\n\n    return fn.apply(element, [event])\n  }\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n  return function handler(event) {\n    const domElements = element.querySelectorAll(selector)\n\n    for (let { target } = event; target && target !== this; target = target.parentNode) {\n      for (const domElement of domElements) {\n        if (domElement !== target) {\n          continue\n        }\n\n        hydrateObj(event, { delegateTarget: target })\n\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn)\n        }\n\n        return fn.apply(target, [event])\n      }\n    }\n  }\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events)\n    .find(event => event.callable === callable && event.delegationSelector === delegationSelector)\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string'\n  // todo: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : (handler || delegationFunction)\n  let typeEvent = getTypeEvent(originalTypeEvent)\n\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent\n  }\n\n  return [isDelegated, callable, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return\n  }\n\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n\n  // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n  // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n  if (originalTypeEvent in customEvents) {\n    const wrapFunction = fn => {\n      return function (event) {\n        if (!event.relatedTarget || (event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget))) {\n          return fn.call(this, event)\n        }\n      }\n    }\n\n    callable = wrapFunction(callable)\n  }\n\n  const events = getElementEvents(element)\n  const handlers = events[typeEvent] || (events[typeEvent] = {})\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null)\n\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff\n\n    return\n  }\n\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''))\n  const fn = isDelegated ?\n    bootstrapDelegationHandler(element, handler, callable) :\n    bootstrapHandler(element, callable)\n\n  fn.delegationSelector = isDelegated ? handler : null\n  fn.callable = callable\n  fn.oneOff = oneOff\n  fn.uidEvent = uid\n  handlers[uid] = fn\n\n  element.addEventListener(typeEvent, fn, isDelegated)\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n  const fn = findHandler(events[typeEvent], handler, delegationSelector)\n\n  if (!fn) {\n    return\n  }\n\n  element.removeEventListener(typeEvent, fn, Boolean(delegationSelector))\n  delete events[typeEvent][fn.uidEvent]\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n  const storeElementEvent = events[typeEvent] || {}\n\n  for (const handlerKey of Object.keys(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      const event = storeElementEvent[handlerKey]\n      removeHandler(element, events, typeEvent, event.callable, event.delegationSelector)\n    }\n  }\n}\n\nfunction getTypeEvent(event) {\n  // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n  event = event.replace(stripNameRegex, '')\n  return customEvents[event] || event\n}\n\nconst EventHandler = {\n  on(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false)\n  },\n\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true)\n  },\n\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return\n    }\n\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n    const inNamespace = typeEvent !== originalTypeEvent\n    const events = getElementEvents(element)\n    const storeElementEvent = events[typeEvent] || {}\n    const isNamespace = originalTypeEvent.startsWith('.')\n\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return\n      }\n\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null)\n      return\n    }\n\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n      }\n    }\n\n    for (const keyHandlers of Object.keys(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        const event = storeElementEvent[keyHandlers]\n        removeHandler(element, events, typeEvent, event.callable, event.delegationSelector)\n      }\n    }\n  },\n\n  trigger(element, event, args) {\n    if (typeof event !== 'string' || !element) {\n      return null\n    }\n\n    const $ = getjQuery()\n    const typeEvent = getTypeEvent(event)\n    const inNamespace = event !== typeEvent\n\n    let jQueryEvent = null\n    let bubbles = true\n    let nativeDispatch = true\n    let defaultPrevented = false\n\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args)\n\n      $(element).trigger(jQueryEvent)\n      bubbles = !jQueryEvent.isPropagationStopped()\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped()\n      defaultPrevented = jQueryEvent.isDefaultPrevented()\n    }\n\n    let evt = new Event(event, { bubbles, cancelable: true })\n    evt = hydrateObj(evt, args)\n\n    if (defaultPrevented) {\n      evt.preventDefault()\n    }\n\n    if (nativeDispatch) {\n      element.dispatchEvent(evt)\n    }\n\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault()\n    }\n\n    return evt\n  }\n}\n\nfunction hydrateObj(obj, meta) {\n  for (const [key, value] of Object.entries(meta || {})) {\n    try {\n      obj[key] = value\n    } catch {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value\n        }\n      })\n    }\n  }\n\n  return obj\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map()\n\nexport default {\n  set(element, key, instance) {\n    if (!elementMap.has(element)) {\n      elementMap.set(element, new Map())\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    // make it clear we only want one instance per element\n    // can be removed later when multiple key/instances are fine to be used\n    if (!instanceMap.has(key) && instanceMap.size !== 0) {\n      // eslint-disable-next-line no-console\n      console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`)\n      return\n    }\n\n    instanceMap.set(key, instance)\n  },\n\n  get(element, key) {\n    if (elementMap.has(element)) {\n      return elementMap.get(element).get(key) || null\n    }\n\n    return null\n  },\n\n  remove(element, key) {\n    if (!elementMap.has(element)) {\n      return\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    instanceMap.delete(key)\n\n    // free up element references if there are no instances left for an element\n    if (instanceMap.size === 0) {\n      elementMap.delete(element)\n    }\n  }\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true\n  }\n\n  if (value === 'false') {\n    return false\n  }\n\n  if (value === Number(value).toString()) {\n    return Number(value)\n  }\n\n  if (value === '' || value === 'null') {\n    return null\n  }\n\n  if (typeof value !== 'string') {\n    return value\n  }\n\n  try {\n    return JSON.parse(decodeURIComponent(value))\n  } catch {\n    return value\n  }\n}\n\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`)\n}\n\nconst Manipulator = {\n  setDataAttribute(element, key, value) {\n    element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value)\n  },\n\n  removeDataAttribute(element, key) {\n    element.removeAttribute(`data-bs-${normalizeDataKey(key)}`)\n  },\n\n  getDataAttributes(element) {\n    if (!element) {\n      return {}\n    }\n\n    const attributes = {}\n    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'))\n\n    for (const key of bsKeys) {\n      let pureKey = key.replace(/^bs/, '')\n      pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length)\n      attributes[pureKey] = normalizeData(element.dataset[key])\n    }\n\n    return attributes\n  },\n\n  getDataAttribute(element, key) {\n    return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`))\n  }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isElement, toType } from './index'\nimport Manipulator from '../dom/manipulator'\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {}\n  }\n\n  static get DefaultType() {\n    return {}\n  }\n\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!')\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    return config\n  }\n\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {} // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    }\n  }\n\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const property of Object.keys(configTypes)) {\n      const expectedTypes = configTypes[property]\n      const value = config[property]\n      const valueType = isElement(value) ? 'element' : toType(value)\n\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(\n          `${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n        )\n      }\n    }\n  }\n}\n\nexport default Config\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data'\nimport { executeAfterTransition, getElement } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Config from './util/config'\n\n/**\n * Constants\n */\n\nconst VERSION = '5.2.2'\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super()\n\n    element = getElement(element)\n    if (!element) {\n      return\n    }\n\n    this._element = element\n    this._config = this._getConfig(config)\n\n    Data.set(this._element, this.constructor.DATA_KEY, this)\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY)\n    EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null\n    }\n  }\n\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated)\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY)\n  }\n\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n  }\n\n  static get VERSION() {\n    return VERSION\n  }\n\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`\n  }\n\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`\n  }\n\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`\n  }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { getElementFromSelector, isDisabled } from './index'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`\n  const name = component.NAME\n\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault()\n    }\n\n    if (isDisabled(this)) {\n      return\n    }\n\n    const target = getElementFromSelector(this) || this.closest(`.${name}`)\n    const instance = component.getOrCreateInstance(target)\n\n    // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n    instance[method]()\n  })\n}\n\nexport {\n  enableDismissTrigger\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * Constants\n */\n\nconst NAME = 'alert'\nconst DATA_KEY = 'bs.alert'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_CLOSE = `close${EVENT_KEY}`\nconst EVENT_CLOSED = `closed${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n    if (closeEvent.defaultPrevented) {\n      return\n    }\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove()\n    EventHandler.trigger(this._element, EVENT_CLOSED)\n    this.dispose()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close')\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE))\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this)\n\n      if (config === 'toggle') {\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, event => {\n  event.preventDefault()\n\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE)\n  const data = Button.getOrCreateInstance(button)\n\n  data.toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible } from '../util/index'\n\n/**\n * Constants\n */\n\nconst SelectorEngine = {\n  find(selector, element = document.documentElement) {\n    return [].concat(...Element.prototype.querySelectorAll.call(element, selector))\n  },\n\n  findOne(selector, element = document.documentElement) {\n    return Element.prototype.querySelector.call(element, selector)\n  },\n\n  children(element, selector) {\n    return [].concat(...element.children).filter(child => child.matches(selector))\n  },\n\n  parents(element, selector) {\n    const parents = []\n    let ancestor = element.parentNode.closest(selector)\n\n    while (ancestor) {\n      parents.push(ancestor)\n      ancestor = ancestor.parentNode.closest(selector)\n    }\n\n    return parents\n  },\n\n  prev(element, selector) {\n    let previous = element.previousElementSibling\n\n    while (previous) {\n      if (previous.matches(selector)) {\n        return [previous]\n      }\n\n      previous = previous.previousElementSibling\n    }\n\n    return []\n  },\n  // TODO: this is now unused; remove later along with prev()\n  next(element, selector) {\n    let next = element.nextElementSibling\n\n    while (next) {\n      if (next.matches(selector)) {\n        return [next]\n      }\n\n      next = next.nextElementSibling\n    }\n\n    return []\n  },\n\n  focusableChildren(element) {\n    const focusables = [\n      'a',\n      'button',\n      'input',\n      'textarea',\n      'select',\n      'details',\n      '[tabindex]',\n      '[contenteditable=\"true\"]'\n    ].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',')\n\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el))\n  }\n}\n\nexport default SelectorEngine\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Config from './config'\nimport EventHandler from '../dom/event-handler'\nimport { execute } from './index'\n\n/**\n * Constants\n */\n\nconst NAME = 'swipe'\nconst EVENT_KEY = '.bs.swipe'\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY}`\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY}`\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY}`\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY}`\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY}`\nconst POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n}\n\nconst DefaultType = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n}\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super()\n    this._element = element\n\n    if (!element || !Swipe.isSupported()) {\n      return\n    }\n\n    this._config = this._getConfig(config)\n    this._deltaX = 0\n    this._supportPointerEvents = Boolean(window.PointerEvent)\n    this._initEvents()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  dispose() {\n    EventHandler.off(this._element, EVENT_KEY)\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX\n\n      return\n    }\n\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX\n    }\n  }\n\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX\n    }\n\n    this._handleSwipe()\n    execute(this._config.endCallback)\n  }\n\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ?\n      0 :\n      event.touches[0].clientX - this._deltaX\n  }\n\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX)\n\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return\n    }\n\n    const direction = absDeltaX / this._deltaX\n\n    this._deltaX = 0\n\n    if (!direction) {\n      return\n    }\n\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback)\n  }\n\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event))\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event))\n\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event))\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event))\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event))\n    }\n  }\n\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n  }\n}\n\nexport default Swipe\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  getNextActiveElement,\n  isRTL,\n  isVisible,\n  reflow,\n  triggerTransitionEnd\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport Swipe from './util/swipe'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'carousel'\nconst DATA_KEY = 'bs.carousel'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst TOUCHEVENT_COMPAT_WAIT = 500 // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\n\nconst EVENT_SLIDE = `slide${EVENT_KEY}`\nconst EVENT_SLID = `slid${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_MOUSEENTER = `mouseenter${EVENT_KEY}`\nconst EVENT_MOUSELEAVE = `mouseleave${EVENT_KEY}`\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_CAROUSEL = 'carousel'\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_SLIDE = 'slide'\nconst CLASS_NAME_END = 'carousel-item-end'\nconst CLASS_NAME_START = 'carousel-item-start'\nconst CLASS_NAME_NEXT = 'carousel-item-next'\nconst CLASS_NAME_PREV = 'carousel-item-prev'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst Default = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n}\n\nconst DefaultType = {\n  interval: '(number|boolean)', // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._interval = null\n    this._activeElement = null\n    this._isSliding = false\n    this.touchTimeout = null\n    this._swipeHelper = null\n\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n    this._addEventListeners()\n\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  next() {\n    this._slide(ORDER_NEXT)\n  }\n\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\n    // Don't call next when the page isn't visible\n    // or the carousel or its parent isn't visible\n    if (!document.hidden && isVisible(this._element)) {\n      this.next()\n    }\n  }\n\n  prev() {\n    this._slide(ORDER_PREV)\n  }\n\n  pause() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element)\n    }\n\n    this._clearInterval()\n  }\n\n  cycle() {\n    this._clearInterval()\n    this._updateInterval()\n\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval)\n  }\n\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle())\n      return\n    }\n\n    this.cycle()\n  }\n\n  to(index) {\n    const items = this._getItems()\n    if (index > items.length - 1 || index < 0) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.to(index))\n      return\n    }\n\n    const activeIndex = this._getItemIndex(this._getActive())\n    if (activeIndex === index) {\n      return\n    }\n\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV\n\n    this._slide(order, items[index])\n  }\n\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose()\n    }\n\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval\n    return config\n  }\n\n  _addEventListeners() {\n    if (this._config.keyboard) {\n      EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n    }\n\n    if (this._config.pause === 'hover') {\n      EventHandler.on(this._element, EVENT_MOUSEENTER, () => this.pause())\n      EventHandler.on(this._element, EVENT_MOUSELEAVE, () => this._maybeEnableCycle())\n    }\n\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners()\n    }\n  }\n\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault())\n    }\n\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return\n      }\n\n      // If it's a touch-enabled device, mouseenter/leave are fired as\n      // part of the mouse compatibility events on first tap - the carousel\n      // would stop cycling until user tapped out of it;\n      // here, we listen for touchend, explicitly pause the carousel\n      // (as if it's the second time we tap on it, mouseenter compat event\n      // is NOT fired) and after a timeout (to allow for mouse compatibility\n      // events to fire) we explicitly restart cycling\n\n      this.pause()\n      if (this.touchTimeout) {\n        clearTimeout(this.touchTimeout)\n      }\n\n      this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n    }\n\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    }\n\n    this._swipeHelper = new Swipe(this._element, swipeConfig)\n  }\n\n  _keydown(event) {\n    if (/input|textarea/i.test(event.target.tagName)) {\n      return\n    }\n\n    const direction = KEY_TO_DIRECTION[event.key]\n    if (direction) {\n      event.preventDefault()\n      this._slide(this._directionToOrder(direction))\n    }\n  }\n\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element)\n  }\n\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return\n    }\n\n    const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement)\n\n    activeIndicator.classList.remove(CLASS_NAME_ACTIVE)\n    activeIndicator.removeAttribute('aria-current')\n\n    const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement)\n\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE)\n      newActiveIndicator.setAttribute('aria-current', 'true')\n    }\n  }\n\n  _updateInterval() {\n    const element = this._activeElement || this._getActive()\n\n    if (!element) {\n      return\n    }\n\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n    this._config.interval = elementInterval || this._config.defaultInterval\n  }\n\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return\n    }\n\n    const activeElement = this._getActive()\n    const isNext = order === ORDER_NEXT\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap)\n\n    if (nextElement === activeElement) {\n      return\n    }\n\n    const nextElementIndex = this._getItemIndex(nextElement)\n\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      })\n    }\n\n    const slideEvent = triggerEvent(EVENT_SLIDE)\n\n    if (slideEvent.defaultPrevented) {\n      return\n    }\n\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // todo: change tests that use empty divs to avoid this check\n      return\n    }\n\n    const isCycling = Boolean(this._interval)\n    this.pause()\n\n    this._isSliding = true\n\n    this._setActiveIndicatorElement(nextElementIndex)\n    this._activeElement = nextElement\n\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n\n    nextElement.classList.add(orderClassName)\n\n    reflow(nextElement)\n\n    activeElement.classList.add(directionalClassName)\n    nextElement.classList.add(directionalClassName)\n\n    const completeCallBack = () => {\n      nextElement.classList.remove(directionalClassName, orderClassName)\n      nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n      activeElement.classList.remove(CLASS_NAME_ACTIVE, orderClassName, directionalClassName)\n\n      this._isSliding = false\n\n      triggerEvent(EVENT_SLID)\n    }\n\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated())\n\n    if (isCycling) {\n      this.cycle()\n    }\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE)\n  }\n\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n  }\n\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element)\n  }\n\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval)\n      this._interval = null\n    }\n  }\n\n  _directionToOrder(direction) {\n    if (isRTL()) {\n      return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT\n    }\n\n    return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV\n  }\n\n  _orderToDirection(order) {\n    if (isRTL()) {\n      return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT\n    }\n\n    return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config)\n\n      if (typeof config === 'number') {\n        data.to(config)\n        return\n      }\n\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return\n  }\n\n  event.preventDefault()\n\n  const carousel = Carousel.getOrCreateInstance(target)\n  const slideIndex = this.getAttribute('data-bs-slide-to')\n\n  if (slideIndex) {\n    carousel.to(slideIndex)\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next()\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  carousel.prev()\n  carousel._maybeEnableCycle()\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getElementFromSelector,\n  getSelectorFromElement,\n  reflow\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_COLLAPSE = 'collapse'\nconst CLASS_NAME_COLLAPSING = 'collapsing'\nconst CLASS_NAME_COLLAPSED = 'collapsed'\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\nconst Default = {\n  parent: null,\n  toggle: true\n}\n\nconst DefaultType = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isTransitioning = false\n    this._triggerArray = []\n\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (const elem of toggleList) {\n      const selector = getSelectorFromElement(elem)\n      const filterElement = SelectorEngine.find(selector)\n        .filter(foundElement => foundElement === this._element)\n\n      if (selector !== null && filterElement.length) {\n        this._triggerArray.push(elem)\n      }\n    }\n\n    this._initializeChildren()\n\n    if (!this._config.parent) {\n      this._addAriaAndCollapsedClass(this._triggerArray, this._isShown())\n    }\n\n    if (this._config.toggle) {\n      this.toggle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    if (this._isShown()) {\n      this.hide()\n    } else {\n      this.show()\n    }\n  }\n\n  show() {\n    if (this._isTransitioning || this._isShown()) {\n      return\n    }\n\n    let activeChildren = []\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES)\n        .filter(element => element !== this._element)\n        .map(element => Collapse.getOrCreateInstance(element, { toggle: false }))\n    }\n\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide()\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.classList.remove(CLASS_NAME_COLLAPSE)\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n\n    this._element.style[dimension] = 0\n\n    this._addAriaAndCollapsedClass(this._triggerArray, true)\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n      this._element.style[dimension] = ''\n\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n    }\n\n    const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1)\n    const scrollSize = `scroll${capitalizedDimension}`\n\n    this._queueCallback(complete, this._element, true)\n    this._element.style[dimension] = `${this._element[scrollSize]}px`\n  }\n\n  hide() {\n    if (this._isTransitioning || !this._isShown()) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n    this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n    for (const trigger of this._triggerArray) {\n      const element = getElementFromSelector(trigger)\n\n      if (element && !this._isShown(element)) {\n        this._addAriaAndCollapsedClass([trigger], false)\n      }\n    }\n\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.style[dimension] = ''\n\n    this._queueCallback(complete, this._element, true)\n  }\n\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle) // Coerce string values\n    config.parent = getElement(config.parent)\n    return config\n  }\n\n  _getDimension() {\n    return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT\n  }\n\n  _initializeChildren() {\n    if (!this._config.parent) {\n      return\n    }\n\n    const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE)\n\n    for (const element of children) {\n      const selected = getElementFromSelector(element)\n\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected))\n      }\n    }\n  }\n\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent)\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element))\n  }\n\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return\n    }\n\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen)\n      element.setAttribute('aria-expanded', isOpen)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {}\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false\n    }\n\n    return this.each(function () {\n      const data = Collapse.getOrCreateInstance(this, _config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  // preventDefault only for <a> elements (which change the URL) not inside the collapsible element\n  if (event.target.tagName === 'A' || (event.delegateTarget && event.delegateTarget.tagName === 'A')) {\n    event.preventDefault()\n  }\n\n  const selector = getSelectorFromElement(this)\n  const selectorElements = SelectorEngine.find(selector)\n\n  for (const element of selectorElements) {\n    Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse)\n\nexport default Collapse\n","export var top = 'top';\nexport var bottom = 'bottom';\nexport var right = 'right';\nexport var left = 'left';\nexport var auto = 'auto';\nexport var basePlacements = [top, bottom, right, left];\nexport var start = 'start';\nexport var end = 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n  return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n  return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n  return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n  if (node == null) {\n    return window;\n  }\n\n  if (node.toString() !== '[object Window]') {\n    var ownerDocument = node.ownerDocument;\n    return ownerDocument ? ownerDocument.defaultView || window : window;\n  }\n\n  return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n  var OwnElement = getWindow(node).Element;\n  return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n  var OwnElement = getWindow(node).HTMLElement;\n  return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n  // IE 11 has no ShadowRoot\n  if (typeof ShadowRoot === 'undefined') {\n    return false;\n  }\n\n  var OwnElement = getWindow(node).ShadowRoot;\n  return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n  var state = _ref.state;\n  Object.keys(state.elements).forEach(function (name) {\n    var style = state.styles[name] || {};\n    var attributes = state.attributes[name] || {};\n    var element = state.elements[name]; // arrow is optional + virtual elements\n\n    if (!isHTMLElement(element) || !getNodeName(element)) {\n      return;\n    } // Flow doesn't support to extend this property, but it's the most\n    // effective way to apply styles to an HTMLElement\n    // $FlowFixMe[cannot-write]\n\n\n    Object.assign(element.style, style);\n    Object.keys(attributes).forEach(function (name) {\n      var value = attributes[name];\n\n      if (value === false) {\n        element.removeAttribute(name);\n      } else {\n        element.setAttribute(name, value === true ? '' : value);\n      }\n    });\n  });\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state;\n  var initialStyles = {\n    popper: {\n      position: state.options.strategy,\n      left: '0',\n      top: '0',\n      margin: '0'\n    },\n    arrow: {\n      position: 'absolute'\n    },\n    reference: {}\n  };\n  Object.assign(state.elements.popper.style, initialStyles.popper);\n  state.styles = initialStyles;\n\n  if (state.elements.arrow) {\n    Object.assign(state.elements.arrow.style, initialStyles.arrow);\n  }\n\n  return function () {\n    Object.keys(state.elements).forEach(function (name) {\n      var element = state.elements[name];\n      var attributes = state.attributes[name] || {};\n      var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n      var style = styleProperties.reduce(function (style, property) {\n        style[property] = '';\n        return style;\n      }, {}); // arrow is optional + virtual elements\n\n      if (!isHTMLElement(element) || !getNodeName(element)) {\n        return;\n      }\n\n      Object.assign(element.style, style);\n      Object.keys(attributes).forEach(function (attribute) {\n        element.removeAttribute(attribute);\n      });\n    });\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'applyStyles',\n  enabled: true,\n  phase: 'write',\n  fn: applyStyles,\n  effect: effect,\n  requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n  return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n  var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n  // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n  var width = element.offsetWidth;\n  var height = element.offsetHeight;\n\n  if (Math.abs(clientRect.width - width) <= 1) {\n    width = clientRect.width;\n  }\n\n  if (Math.abs(clientRect.height - height) <= 1) {\n    height = clientRect.height;\n  }\n\n  return {\n    x: element.offsetLeft,\n    y: element.offsetTop,\n    width: width,\n    height: height\n  };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n  var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n  if (parent.contains(child)) {\n    return true;\n  } // then fallback to custom implementation with Shadow DOM support\n  else if (rootNode && isShadowRoot(rootNode)) {\n      var next = child;\n\n      do {\n        if (next && parent.isSameNode(next)) {\n          return true;\n        } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n        next = next.parentNode || next.host;\n      } while (next);\n    } // Give up, the result is false\n\n\n  return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n  return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n  return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n  // $FlowFixMe[incompatible-return]: assume body is always available\n  return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n  element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n  if (getNodeName(element) === 'html') {\n    return element;\n  }\n\n  return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n    // $FlowFixMe[incompatible-return]\n    // $FlowFixMe[prop-missing]\n    element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n    element.parentNode || ( // DOM Element detected\n    isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n    // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n    getDocumentElement(element) // fallback\n\n  );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n  if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n  getComputedStyle(element).position === 'fixed') {\n    return null;\n  }\n\n  return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n  var isFirefox = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\n\n  if (isIE && isHTMLElement(element)) {\n    // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n    var elementCss = getComputedStyle(element);\n\n    if (elementCss.position === 'fixed') {\n      return null;\n    }\n  }\n\n  var currentNode = getParentNode(element);\n\n  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\n\n  while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n    var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n    // create a containing block.\n    // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n    if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n      return currentNode;\n    } else {\n      currentNode = currentNode.parentNode;\n    }\n  }\n\n  return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n  var window = getWindow(element);\n  var offsetParent = getTrueOffsetParent(element);\n\n  while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n    offsetParent = getTrueOffsetParent(offsetParent);\n  }\n\n  if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n    return window;\n  }\n\n  return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n  return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n  return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n  return {\n    top: 0,\n    right: 0,\n    bottom: 0,\n    left: 0\n  };\n}","export default function expandToHashMap(value, keys) {\n  return keys.reduce(function (hashMap, key) {\n    hashMap[key] = value;\n    return hashMap;\n  }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n  padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : padding;\n  return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n  var _state$modifiersData$;\n\n  var state = _ref.state,\n      name = _ref.name,\n      options = _ref.options;\n  var arrowElement = state.elements.arrow;\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var basePlacement = getBasePlacement(state.placement);\n  var axis = getMainAxisFromPlacement(basePlacement);\n  var isVertical = [left, right].indexOf(basePlacement) >= 0;\n  var len = isVertical ? 'height' : 'width';\n\n  if (!arrowElement || !popperOffsets) {\n    return;\n  }\n\n  var paddingObject = toPaddingObject(options.padding, state);\n  var arrowRect = getLayoutRect(arrowElement);\n  var minProp = axis === 'y' ? top : left;\n  var maxProp = axis === 'y' ? bottom : right;\n  var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n  var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n  var arrowOffsetParent = getOffsetParent(arrowElement);\n  var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n  var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n  // outside of the popper bounds\n\n  var min = paddingObject[minProp];\n  var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n  var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n  var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n  var axisProp = axis;\n  state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options;\n  var _options$element = options.element,\n      arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (process.env.NODE_ENV !== \"production\") {\n    if (!isHTMLElement(arrowElement)) {\n      console.error(['Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).', 'To use an SVG arrow, wrap it in an HTMLElement that will be used as', 'the arrow.'].join(' '));\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    if (process.env.NODE_ENV !== \"production\") {\n      console.error(['Popper: \"arrow\" modifier\\'s `element` must be a child of the popper', 'element.'].join(' '));\n    }\n\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref) {\n  var x = _ref.x,\n      y = _ref.y;\n  var win = window;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(x * dpr) / dpr || 0,\n    y: round(y * dpr) / dpr || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\n  var hasX = offsets.hasOwnProperty('x');\n  var hasY = offsets.hasOwnProperty('y');\n  var sideX = left;\n  var sideY = top;\n  var win = window;\n\n  if (adaptive) {\n    var offsetParent = getOffsetParent(popper);\n    var heightProp = 'clientHeight';\n    var widthProp = 'clientWidth';\n\n    if (offsetParent === getWindow(popper)) {\n      offsetParent = getDocumentElement(popper);\n\n      if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n        heightProp = 'scrollHeight';\n        widthProp = 'scrollWidth';\n      }\n    } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n    offsetParent = offsetParent;\n\n    if (placement === top || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$assign;\n\n    return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n  }\n\n  return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.options;\n  var _options$gpuAccelerat = options.gpuAcceleration,\n      gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n      _options$adaptive = options.adaptive,\n      adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n      _options$roundOffsets = options.roundOffsets,\n      roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n\n  if (process.env.NODE_ENV !== \"production\") {\n    var transitionProperty = getComputedStyle(state.elements.popper).transitionProperty || '';\n\n    if (adaptive && ['transform', 'top', 'right', 'bottom', 'left'].some(function (property) {\n      return transitionProperty.indexOf(property) >= 0;\n    })) {\n      console.warn(['Popper: Detected CSS transitions on at least one of the following', 'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".', '\\n\\n', 'Disable the \"computeStyles\" modifier\\'s `adaptive` option to allow', 'for smooth transitions, or remove these properties from the CSS', 'transition declaration on the popper element if only transitioning', 'opacity or background-color for example.', '\\n\\n', 'We recommend using the popper element as a wrapper around an inner', 'element that can have any CSS property transitioned for animations.'].join(' '));\n    }\n  }\n\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$scroll = options.scroll,\n      scroll = _options$scroll === void 0 ? true : _options$scroll,\n      _options$resize = options.resize,\n      resize = _options$resize === void 0 ? true : _options$resize;\n  var window = getWindow(state.elements.popper);\n  var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n  if (scroll) {\n    scrollParents.forEach(function (scrollParent) {\n      scrollParent.addEventListener('scroll', instance.update, passive);\n    });\n  }\n\n  if (resize) {\n    window.addEventListener('resize', instance.update, passive);\n  }\n\n  return function () {\n    if (scroll) {\n      scrollParents.forEach(function (scrollParent) {\n        scrollParent.removeEventListener('scroll', instance.update, passive);\n      });\n    }\n\n    if (resize) {\n      window.removeEventListener('resize', instance.update, passive);\n    }\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'eventListeners',\n  enabled: true,\n  phase: 'write',\n  fn: function fn() {},\n  effect: effect,\n  data: {}\n};","var hash = {\n  left: 'right',\n  right: 'left',\n  bottom: 'top',\n  top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n  return placement.replace(/left|right|bottom|top/g, function (matched) {\n    return hash[matched];\n  });\n}","var hash = {\n  start: 'end',\n  end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n  return placement.replace(/start|end/g, function (matched) {\n    return hash[matched];\n  });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n  var win = getWindow(node);\n  var scrollLeft = win.pageXOffset;\n  var scrollTop = win.pageYOffset;\n  return {\n    scrollLeft: scrollLeft,\n    scrollTop: scrollTop\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n  // If <html> has a CSS width greater than the viewport, then this will be\n  // incorrect for RTL.\n  // Popper 1 is broken in this case and never had a bug report so let's assume\n  // it's not an issue. I don't think anyone ever specifies width on <html>\n  // anyway.\n  // Browsers where the left scrollbar doesn't cause an issue report `0` for\n  // this (e.g. Edge 2019, IE11, Safari)\n  return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n  // Firefox wants us to check `-x` and `-y` variations as well\n  var _getComputedStyle = getComputedStyle(element),\n      overflow = _getComputedStyle.overflow,\n      overflowX = _getComputedStyle.overflowX,\n      overflowY = _getComputedStyle.overflowY;\n\n  return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n  if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$ownerDocumen;\n\n  if (list === void 0) {\n    list = [];\n  }\n\n  var scrollParent = getScrollParent(element);\n  var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n  var win = getWindow(scrollParent);\n  var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n  var updatedList = list.concat(target);\n  return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n  updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n  return Object.assign({}, rect, {\n    left: rect.x,\n    top: rect.y,\n    right: rect.x + rect.width,\n    bottom: rect.y + rect.height\n  });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n  rect.top = rect.top + element.clientTop;\n  rect.left = rect.left + element.clientLeft;\n  rect.bottom = rect.top + element.clientHeight;\n  rect.right = rect.left + element.clientWidth;\n  rect.width = element.clientWidth;\n  rect.height = element.clientHeight;\n  rect.x = rect.left;\n  rect.y = rect.top;\n  return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n  var clippingParents = listScrollParents(getParentNode(element));\n  var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n  var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n  if (!isElement(clipperElement)) {\n    return [];\n  } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n  return clippingParents.filter(function (clippingParent) {\n    return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n  });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n  var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n  var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n  var firstClippingParent = clippingParents[0];\n  var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n    var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n    accRect.top = max(rect.top, accRect.top);\n    accRect.right = min(rect.right, accRect.right);\n    accRect.bottom = min(rect.bottom, accRect.bottom);\n    accRect.left = max(rect.left, accRect.left);\n    return accRect;\n  }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n  clippingRect.width = clippingRect.right - clippingRect.left;\n  clippingRect.height = clippingRect.bottom - clippingRect.top;\n  clippingRect.x = clippingRect.left;\n  clippingRect.y = clippingRect.top;\n  return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n  var win = getWindow(element);\n  var html = getDocumentElement(element);\n  var visualViewport = win.visualViewport;\n  var width = html.clientWidth;\n  var height = html.clientHeight;\n  var x = 0;\n  var y = 0;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n      x = visualViewport.offsetLeft;\n      y = visualViewport.offsetTop;\n    }\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x + getWindowScrollBarX(element),\n    y: y\n  };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `<html>` and `<body>` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n  var _element$ownerDocumen;\n\n  var html = getDocumentElement(element);\n  var winScroll = getWindowScroll(element);\n  var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n  var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n  var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n  var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n  var y = -winScroll.scrollTop;\n\n  if (getComputedStyle(body || html).direction === 'rtl') {\n    x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x,\n    y: y\n  };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n  var reference = _ref.reference,\n      element = _ref.element,\n      placement = _ref.placement;\n  var basePlacement = placement ? getBasePlacement(placement) : null;\n  var variation = placement ? getVariation(placement) : null;\n  var commonX = reference.x + reference.width / 2 - element.width / 2;\n  var commonY = reference.y + reference.height / 2 - element.height / 2;\n  var offsets;\n\n  switch (basePlacement) {\n    case top:\n      offsets = {\n        x: commonX,\n        y: reference.y - element.height\n      };\n      break;\n\n    case bottom:\n      offsets = {\n        x: commonX,\n        y: reference.y + reference.height\n      };\n      break;\n\n    case right:\n      offsets = {\n        x: reference.x + reference.width,\n        y: commonY\n      };\n      break;\n\n    case left:\n      offsets = {\n        x: reference.x - element.width,\n        y: commonY\n      };\n      break;\n\n    default:\n      offsets = {\n        x: reference.x,\n        y: reference.y\n      };\n  }\n\n  var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n  if (mainAxis != null) {\n    var len = mainAxis === 'y' ? 'height' : 'width';\n\n    switch (variation) {\n      case start:\n        offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n        break;\n\n      case end:\n        offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n        break;\n\n      default:\n    }\n  }\n\n  return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      _options$placement = _options.placement,\n      placement = _options$placement === void 0 ? state.placement : _options$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n      _options$boundary = _options.boundary,\n      boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n      _options$rootBoundary = _options.rootBoundary,\n      rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n      _options$elementConte = _options.elementContext,\n      elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n      _options$altBoundary = _options.altBoundary,\n      altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n      _options$padding = _options.padding,\n      padding = _options$padding === void 0 ? 0 : _options$padding;\n  var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n  var altContext = elementContext === popper ? reference : popper;\n  var popperRect = state.rects.popper;\n  var element = state.elements[altBoundary ? altContext : elementContext];\n  var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\n  var popperOffsets = computeOffsets({\n    reference: referenceClientRect,\n    element: popperRect,\n    strategy: 'absolute',\n    placement: placement\n  });\n  var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n  var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n  // 0 or negative = within the clipping rect\n\n  var overflowOffsets = {\n    top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n    bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n    left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n    right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n  };\n  var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n  if (elementContext === popper && offsetData) {\n    var offset = offsetData[placement];\n    Object.keys(overflowOffsets).forEach(function (key) {\n      var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n      var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n      overflowOffsets[key] += offset[axis] * multiply;\n    });\n  }\n\n  return overflowOffsets;\n}","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      placement = _options.placement,\n      boundary = _options.boundary,\n      rootBoundary = _options.rootBoundary,\n      padding = _options.padding,\n      flipVariations = _options.flipVariations,\n      _options$allowedAutoP = _options.allowedAutoPlacements,\n      allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n  var variation = getVariation(placement);\n  var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n    return getVariation(placement) === variation;\n  }) : basePlacements;\n  var allowedPlacements = placements.filter(function (placement) {\n    return allowedAutoPlacements.indexOf(placement) >= 0;\n  });\n\n  if (allowedPlacements.length === 0) {\n    allowedPlacements = placements;\n\n    if (process.env.NODE_ENV !== \"production\") {\n      console.error(['Popper: The `allowedAutoPlacements` option did not allow any', 'placements. Ensure the `placement` option matches the variation', 'of the allowed placements.', 'For example, \"auto\" cannot be used to allow \"bottom-start\".', 'Use \"auto-start\" instead.'].join(' '));\n    }\n  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n      specifiedFallbackPlacements = options.fallbackPlacements,\n      padding = options.padding,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      _options$flipVariatio = options.flipVariations,\n      flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n      allowedAutoPlacements = options.allowedAutoPlacements;\n  var preferredPlacement = state.options.placement;\n  var basePlacement = getBasePlacement(preferredPlacement);\n  var isBasePlacement = basePlacement === preferredPlacement;\n  var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n  var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n    return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding,\n      flipVariations: flipVariations,\n      allowedAutoPlacements: allowedAutoPlacements\n    }) : placement);\n  }, []);\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var checksMap = new Map();\n  var makeFallbackChecks = true;\n  var firstFittingPlacement = placements[0];\n\n  for (var i = 0; i < placements.length; i++) {\n    var placement = placements[i];\n\n    var _basePlacement = getBasePlacement(placement);\n\n    var isStartVariation = getVariation(placement) === start;\n    var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n    var len = isVertical ? 'width' : 'height';\n    var overflow = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      altBoundary: altBoundary,\n      padding: padding\n    });\n    var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n    if (referenceRect[len] > popperRect[len]) {\n      mainVariationSide = getOppositePlacement(mainVariationSide);\n    }\n\n    var altVariationSide = getOppositePlacement(mainVariationSide);\n    var checks = [];\n\n    if (checkMainAxis) {\n      checks.push(overflow[_basePlacement] <= 0);\n    }\n\n    if (checkAltAxis) {\n      checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n    }\n\n    if (checks.every(function (check) {\n      return check;\n    })) {\n      firstFittingPlacement = placement;\n      makeFallbackChecks = false;\n      break;\n    }\n\n    checksMap.set(placement, checks);\n  }\n\n  if (makeFallbackChecks) {\n    // `2` may be desired in some cases – research later\n    var numberOfChecks = flipVariations ? 3 : 1;\n\n    var _loop = function _loop(_i) {\n      var fittingPlacement = placements.find(function (placement) {\n        var checks = checksMap.get(placement);\n\n        if (checks) {\n          return checks.slice(0, _i).every(function (check) {\n            return check;\n          });\n        }\n      });\n\n      if (fittingPlacement) {\n        firstFittingPlacement = fittingPlacement;\n        return \"break\";\n      }\n    };\n\n    for (var _i = numberOfChecks; _i > 0; _i--) {\n      var _ret = _loop(_i);\n\n      if (_ret === \"break\") break;\n    }\n  }\n\n  if (state.placement !== firstFittingPlacement) {\n    state.modifiersData[name]._skip = true;\n    state.placement = firstFittingPlacement;\n    state.reset = true;\n  }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'flip',\n  enabled: true,\n  phase: 'main',\n  fn: flip,\n  requiresIfExists: ['offset'],\n  data: {\n    _skip: false\n  }\n};","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n  if (preventedOffsets === void 0) {\n    preventedOffsets = {\n      x: 0,\n      y: 0\n    };\n  }\n\n  return {\n    top: overflow.top - rect.height - preventedOffsets.y,\n    right: overflow.right - rect.width + preventedOffsets.x,\n    bottom: overflow.bottom - rect.height + preventedOffsets.y,\n    left: overflow.left - rect.width - preventedOffsets.x\n  };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n  return [top, right, bottom, left].some(function (side) {\n    return overflow[side] >= 0;\n  });\n}\n\nfunction hide(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var preventedOffsets = state.modifiersData.preventOverflow;\n  var referenceOverflow = detectOverflow(state, {\n    elementContext: 'reference'\n  });\n  var popperAltOverflow = detectOverflow(state, {\n    altBoundary: true\n  });\n  var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n  var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n  var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n  var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n  state.modifiersData[name] = {\n    referenceClippingOffsets: referenceClippingOffsets,\n    popperEscapeOffsets: popperEscapeOffsets,\n    isReferenceHidden: isReferenceHidden,\n    hasPopperEscaped: hasPopperEscaped\n  };\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-reference-hidden': isReferenceHidden,\n    'data-popper-escaped': hasPopperEscaped\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'hide',\n  enabled: true,\n  phase: 'main',\n  requiresIfExists: ['preventOverflow'],\n  fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n  var basePlacement = getBasePlacement(placement);\n  var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n  var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n    placement: placement\n  })) : offset,\n      skidding = _ref[0],\n      distance = _ref[1];\n\n  skidding = skidding || 0;\n  distance = (distance || 0) * invertDistance;\n  return [left, right].indexOf(basePlacement) >= 0 ? {\n    x: distance,\n    y: skidding\n  } : {\n    x: skidding,\n    y: distance\n  };\n}\n\nfunction offset(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options,\n      name = _ref2.name;\n  var _options$offset = options.offset,\n      offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n  var data = placements.reduce(function (acc, placement) {\n    acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n    return acc;\n  }, {});\n  var _data$state$placement = data[state.placement],\n      x = _data$state$placement.x,\n      y = _data$state$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      padding = options.padding,\n      _options$tether = options.tether,\n      tether = _options$tether === void 0 ? true : _options$tether,\n      _options$tetherOffset = options.tetherOffset,\n      tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\n    var mainSide = mainAxis === 'y' ? top : left;\n    var altSide = mainAxis === 'y' ? bottom : right;\n    var len = mainAxis === 'y' ? 'height' : 'width';\n    var offset = popperOffsets[mainAxis];\n    var min = offset + overflow[mainSide];\n    var max = offset - overflow[altSide];\n    var additive = tether ? -popperRect[len] / 2 : 0;\n    var minLen = variation === start ? referenceRect[len] : popperRect[len];\n    var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n    // outside the reference bounds\n\n    var arrowElement = state.elements.arrow;\n    var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n      width: 0,\n      height: 0\n    };\n    var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n    var arrowPaddingMin = arrowPaddingObject[mainSide];\n    var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n    // to include its full size in the calculation. If the reference is small\n    // and near the edge of a boundary, the popper can overflow even if the\n    // reference is not overflowing as well (e.g. virtual elements with no\n    // width or height)\n\n    var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n    var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n    var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n    var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n    var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\n    var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n    popperOffsets[mainAxis] = preventedOffset;\n    data[mainAxis] = preventedOffset - offset;\n  }\n\n  if (checkAltAxis) {\n    var _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'preventOverflow',\n  enabled: true,\n  phase: 'main',\n  fn: preventOverflow,\n  requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n  return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(rect.height) / element.offsetHeight || 1;\n  return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n  if (isFixed === void 0) {\n    isFixed = false;\n  }\n\n  var isOffsetParentAnElement = isHTMLElement(offsetParent);\n  var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n  var documentElement = getDocumentElement(offsetParent);\n  var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n  var scroll = {\n    scrollLeft: 0,\n    scrollTop: 0\n  };\n  var offsets = {\n    x: 0,\n    y: 0\n  };\n\n  if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n    if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n    isScrollParent(documentElement)) {\n      scroll = getNodeScroll(offsetParent);\n    }\n\n    if (isHTMLElement(offsetParent)) {\n      offsets = getBoundingClientRect(offsetParent, true);\n      offsets.x += offsetParent.clientLeft;\n      offsets.y += offsetParent.clientTop;\n    } else if (documentElement) {\n      offsets.x = getWindowScrollBarX(documentElement);\n    }\n  }\n\n  return {\n    x: rect.left + scroll.scrollLeft - offsets.x,\n    y: rect.top + scroll.scrollTop - offsets.y,\n    width: rect.width,\n    height: rect.height\n  };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n  if (node === getWindow(node) || !isHTMLElement(node)) {\n    return getWindowScroll(node);\n  } else {\n    return getHTMLElementScroll(node);\n  }\n}","export default function getHTMLElementScroll(element) {\n  return {\n    scrollLeft: element.scrollLeft,\n    scrollTop: element.scrollTop\n  };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n  var map = new Map();\n  var visited = new Set();\n  var result = [];\n  modifiers.forEach(function (modifier) {\n    map.set(modifier.name, modifier);\n  }); // On visiting object, check for its dependencies and visit them recursively\n\n  function sort(modifier) {\n    visited.add(modifier.name);\n    var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n    requires.forEach(function (dep) {\n      if (!visited.has(dep)) {\n        var depModifier = map.get(dep);\n\n        if (depModifier) {\n          sort(depModifier);\n        }\n      }\n    });\n    result.push(modifier);\n  }\n\n  modifiers.forEach(function (modifier) {\n    if (!visited.has(modifier.name)) {\n      // check for visited object\n      sort(modifier);\n    }\n  });\n  return result;\n}\n\nexport default function orderModifiers(modifiers) {\n  // order based on dependencies\n  var orderedModifiers = order(modifiers); // order based on phase\n\n  return modifierPhases.reduce(function (acc, phase) {\n    return acc.concat(orderedModifiers.filter(function (modifier) {\n      return modifier.phase === phase;\n    }));\n  }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport getComputedStyle from \"./dom-utils/getComputedStyle.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport validateModifiers from \"./utils/validateModifiers.js\";\nimport uniqueBy from \"./utils/uniqueBy.js\";\nimport getBasePlacement from \"./utils/getBasePlacement.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nimport { auto } from \"./enums.js\";\nvar INVALID_ELEMENT_ERROR = 'Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.';\nvar INFINITE_LOOP_ERROR = 'Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.';\nvar DEFAULT_OPTIONS = {\n  placement: 'bottom',\n  modifiers: [],\n  strategy: 'absolute'\n};\n\nfunction areValidElements() {\n  for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n    args[_key] = arguments[_key];\n  }\n\n  return !args.some(function (element) {\n    return !(element && typeof element.getBoundingClientRect === 'function');\n  });\n}\n\nexport function popperGenerator(generatorOptions) {\n  if (generatorOptions === void 0) {\n    generatorOptions = {};\n  }\n\n  var _generatorOptions = generatorOptions,\n      _generatorOptions$def = _generatorOptions.defaultModifiers,\n      defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n      _generatorOptions$def2 = _generatorOptions.defaultOptions,\n      defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        }); // Validate the provided modifiers so that the consumer will get warned\n        // if one of the modifiers is invalid for any reason\n\n        if (process.env.NODE_ENV !== \"production\") {\n          var modifiers = uniqueBy([].concat(orderedModifiers, state.options.modifiers), function (_ref) {\n            var name = _ref.name;\n            return name;\n          });\n          validateModifiers(modifiers);\n\n          if (getBasePlacement(state.options.placement) === auto) {\n            var flipModifier = state.orderedModifiers.find(function (_ref2) {\n              var name = _ref2.name;\n              return name === 'flip';\n            });\n\n            if (!flipModifier) {\n              console.error(['Popper: \"auto\" placements require the \"flip\" modifier be', 'present and enabled to work.'].join(' '));\n            }\n          }\n\n          var _getComputedStyle = getComputedStyle(popper),\n              marginTop = _getComputedStyle.marginTop,\n              marginRight = _getComputedStyle.marginRight,\n              marginBottom = _getComputedStyle.marginBottom,\n              marginLeft = _getComputedStyle.marginLeft; // We no longer take into account `margins` on the popper, and it can\n          // cause bugs with positioning, so we'll warn the consumer\n\n\n          if ([marginTop, marginRight, marginBottom, marginLeft].some(function (margin) {\n            return parseFloat(margin);\n          })) {\n            console.warn(['Popper: CSS \"margin\" styles cannot be used to apply padding', 'between the popper and its reference element or boundary.', 'To replicate margin, use the `offset` modifier, as well as', 'the `padding` option in the `preventOverflow` and `flip`', 'modifiers.'].join(' '));\n          }\n        }\n\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$elements = state.elements,\n            reference = _state$elements.reference,\n            popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n        // anymore\n\n        if (!areValidElements(reference, popper)) {\n          if (process.env.NODE_ENV !== \"production\") {\n            console.error(INVALID_ELEMENT_ERROR);\n          }\n\n          return;\n        } // Store the reference and popper rects to be read by modifiers\n\n\n        state.rects = {\n          reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n          popper: getLayoutRect(popper)\n        }; // Modifiers have the ability to reset the current update cycle. The\n        // most common use case for this is the `flip` modifier changing the\n        // placement, which then needs to re-run all the modifiers, because the\n        // logic was previously ran for the previous placement and is therefore\n        // stale/incorrect\n\n        state.reset = false;\n        state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n        // is filled with the initial data specified by the modifier. This means\n        // it doesn't persist and is fresh on each update.\n        // To ensure persistent data, use `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n        var __debug_loops__ = 0;\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (process.env.NODE_ENV !== \"production\") {\n            __debug_loops__ += 1;\n\n            if (__debug_loops__ > 100) {\n              console.error(INFINITE_LOOP_ERROR);\n              break;\n            }\n          }\n\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$orderedModifie = state.orderedModifiers[index],\n              fn = _state$orderedModifie.fn,\n              _state$orderedModifie2 = _state$orderedModifie.options,\n              _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n              name = _state$orderedModifie.name;\n\n          if (typeof fn === 'function') {\n            state = fn({\n              state: state,\n              options: _options,\n              name: name,\n              instance: instance\n            }) || state;\n          }\n        }\n      },\n      // Async and optimistically optimized update – it will not be executed if\n      // not necessary (debounced to run at most once-per-tick)\n      update: debounce(function () {\n        return new Promise(function (resolve) {\n          instance.forceUpdate();\n          resolve(state);\n        });\n      }),\n      destroy: function destroy() {\n        cleanupModifierEffects();\n        isDestroyed = true;\n      }\n    };\n\n    if (!areValidElements(reference, popper)) {\n      if (process.env.NODE_ENV !== \"production\") {\n        console.error(INVALID_ELEMENT_ERROR);\n      }\n\n      return instance;\n    }\n\n    instance.setOptions(options).then(function (state) {\n      if (!isDestroyed && options.onFirstUpdate) {\n        options.onFirstUpdate(state);\n      }\n    }); // Modifiers have the ability to execute arbitrary code before the first\n    // update cycle runs. They will be executed in the same order as the update\n    // cycle. This is useful when a modifier adds some persistent data that\n    // other modifiers need to use, but the modifier is run after the dependent\n    // one.\n\n    function runModifierEffects() {\n      state.orderedModifiers.forEach(function (_ref3) {\n        var name = _ref3.name,\n            _ref3$options = _ref3.options,\n            options = _ref3$options === void 0 ? {} : _ref3$options,\n            effect = _ref3.effect;\n\n        if (typeof effect === 'function') {\n          var cleanupFn = effect({\n            state: state,\n            name: name,\n            instance: instance,\n            options: options\n          });\n\n          var noopFn = function noopFn() {};\n\n          effectCleanupFns.push(cleanupFn || noopFn);\n        }\n      });\n    }\n\n    function cleanupModifierEffects() {\n      effectCleanupFns.forEach(function (fn) {\n        return fn();\n      });\n      effectCleanupFns = [];\n    }\n\n    return instance;\n  };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n  var pending;\n  return function () {\n    if (!pending) {\n      pending = new Promise(function (resolve) {\n        Promise.resolve().then(function () {\n          pending = undefined;\n          resolve(fn());\n        });\n      });\n    }\n\n    return pending;\n  };\n}","export default function mergeByName(modifiers) {\n  var merged = modifiers.reduce(function (merged, current) {\n    var existing = merged[current.name];\n    merged[current.name] = existing ? Object.assign({}, existing, current, {\n      options: Object.assign({}, existing.options, current.options),\n      data: Object.assign({}, existing.data, current.data)\n    }) : current;\n    return merged;\n  }, {}); // IE11 does not support Object.values\n\n  return Object.keys(merged).map(function (key) {\n    return merged[key];\n  });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport {\n  defineJQueryPlugin,\n  getElement,\n  getNextActiveElement,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop\n} from './util/index'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'dropdown'\nconst DATA_KEY = 'bs.dropdown'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ESCAPE_KEY = 'Escape'\nconst TAB_KEY = 'Tab'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst RIGHT_MOUSE_BUTTON = 2 // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_DROPUP = 'dropup'\nconst CLASS_NAME_DROPEND = 'dropend'\nconst CLASS_NAME_DROPSTART = 'dropstart'\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center'\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)'\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE}.${CLASS_NAME_SHOW}`\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR = '.navbar'\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav'\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)'\n\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start'\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end'\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start'\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end'\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start'\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start'\nconst PLACEMENT_TOPCENTER = 'top'\nconst PLACEMENT_BOTTOMCENTER = 'bottom'\n\nconst Default = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n}\n\nconst DefaultType = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n}\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._popper = null\n    this._parent = this._element.parentNode // dropdown wrapper\n    // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.prev(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.findOne(SELECTOR_MENU, this._parent)\n    this._inNavbar = this._detectNavbar()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    return this._isShown() ? this.hide() : this.show()\n  }\n\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, relatedTarget)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._createPopper()\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    this._element.focus()\n    this._element.setAttribute('aria-expanded', true)\n\n    this._menu.classList.add(CLASS_NAME_SHOW)\n    this._element.classList.add(CLASS_NAME_SHOW)\n    EventHandler.trigger(this._element, EVENT_SHOWN, relatedTarget)\n  }\n\n  hide() {\n    if (isDisabled(this._element) || !this._isShown()) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    this._completeHide(relatedTarget)\n  }\n\n  dispose() {\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    super.dispose()\n  }\n\n  update() {\n    this._inNavbar = this._detectNavbar()\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Private\n  _completeHide(relatedTarget) {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE, relatedTarget)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    this._menu.classList.remove(CLASS_NAME_SHOW)\n    this._element.classList.remove(CLASS_NAME_SHOW)\n    this._element.setAttribute('aria-expanded', 'false')\n    Manipulator.removeDataAttribute(this._menu, 'popper')\n    EventHandler.trigger(this._element, EVENT_HIDDEN, relatedTarget)\n  }\n\n  _getConfig(config) {\n    config = super._getConfig(config)\n\n    if (typeof config.reference === 'object' && !isElement(config.reference) &&\n      typeof config.reference.getBoundingClientRect !== 'function'\n    ) {\n      // Popper virtual elements require a getBoundingClientRect method\n      throw new TypeError(`${NAME.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`)\n    }\n\n    return config\n  }\n\n  _createPopper() {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)')\n    }\n\n    let referenceElement = this._element\n\n    if (this._config.reference === 'parent') {\n      referenceElement = this._parent\n    } else if (isElement(this._config.reference)) {\n      referenceElement = getElement(this._config.reference)\n    } else if (typeof this._config.reference === 'object') {\n      referenceElement = this._config.reference\n    }\n\n    const popperConfig = this._getPopperConfig()\n    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n  }\n\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _getPlacement() {\n    const parentDropdown = this._parent\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n      return PLACEMENT_RIGHT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n      return PLACEMENT_LEFT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER\n    }\n\n    // We need to trim the value because custom properties can also include spaces\n    const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end'\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n      return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP\n    }\n\n    return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM\n  }\n\n  _detectNavbar() {\n    return this._element.closest(SELECTOR_NAVBAR) !== null\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _getPopperConfig() {\n    const defaultBsPopperConfig = {\n      placement: this._getPlacement(),\n      modifiers: [{\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      },\n      {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }]\n    }\n\n    // Disable Popper if we have a static display or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static') // todo:v6 remove\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n    }\n  }\n\n  _selectMenuItem({ key, target }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element))\n\n    if (!items.length) {\n      return\n    }\n\n    // if target isn't included in items (e.g. when expanding the dropdown)\n    // allow cycling to get the last item in case key equals ARROW_UP_KEY\n    getNextActiveElement(items, target, key === ARROW_DOWN_KEY, !items.includes(target)).focus()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Dropdown.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n\n  static clearMenus(event) {\n    if (event.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY)) {\n      return\n    }\n\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN)\n\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle)\n      if (!context || context._config.autoClose === false) {\n        continue\n      }\n\n      const composedPath = event.composedPath()\n      const isMenuTarget = composedPath.includes(context._menu)\n      if (\n        composedPath.includes(context._element) ||\n        (context._config.autoClose === 'inside' && !isMenuTarget) ||\n        (context._config.autoClose === 'outside' && isMenuTarget)\n      ) {\n        continue\n      }\n\n      // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n      if (context._menu.contains(event.target) && ((event.type === 'keyup' && event.key === TAB_KEY) || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n        continue\n      }\n\n      const relatedTarget = { relatedTarget: context._element }\n\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event\n      }\n\n      context._completeHide(relatedTarget)\n    }\n  }\n\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName)\n    const isEscapeEvent = event.key === ESCAPE_KEY\n    const isUpOrDownEvent = [ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key)\n\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return\n    }\n\n    if (isInput && !isEscapeEvent) {\n      return\n    }\n\n    event.preventDefault()\n\n    // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ?\n      this :\n      (SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.next(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.findOne(SELECTOR_DATA_TOGGLE, event.delegateTarget.parentNode))\n\n    const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n    if (isUpOrDownEvent) {\n      event.stopPropagation()\n      instance.show()\n      instance._selectMenuItem(event)\n      return\n    }\n\n    if (instance._isShown()) { // else is escape and we check if it is shown\n      event.stopPropagation()\n      instance.hide()\n      getToggleButton.focus()\n    }\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_CLICK_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  event.preventDefault()\n  Dropdown.getOrCreateInstance(this).toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport SelectorEngine from '../dom/selector-engine'\nimport Manipulator from '../dom/manipulator'\nimport { isElement } from './index'\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\nconst PROPERTY_PADDING = 'padding-right'\nconst PROPERTY_MARGIN = 'margin-right'\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body\n  }\n\n  // Public\n  getWidth() {\n    // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n    const documentWidth = document.documentElement.clientWidth\n    return Math.abs(window.innerWidth - documentWidth)\n  }\n\n  hide() {\n    const width = this.getWidth()\n    this._disableOverFlow()\n    // give padding to element to balance the hidden scrollbar width\n    this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n    this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width)\n  }\n\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow')\n    this._resetElementAttributes(this._element, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN)\n  }\n\n  isOverflowing() {\n    return this.getWidth() > 0\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow')\n    this._element.style.overflow = 'hidden'\n  }\n\n  _setElementAttributes(selector, styleProperty, callback) {\n    const scrollbarWidth = this.getWidth()\n    const manipulationCallBack = element => {\n      if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n        return\n      }\n\n      this._saveInitialAttribute(element, styleProperty)\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty)\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty)\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue)\n    }\n  }\n\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty)\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty)\n        return\n      }\n\n      Manipulator.removeDataAttribute(element, styleProperty)\n      element.style.setProperty(styleProperty, value)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector)\n      return\n    }\n\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel)\n    }\n  }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport { execute, executeAfterTransition, getElement, reflow } from './index'\nimport Config from './config'\n\n/**\n * Constants\n */\n\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nconst Default = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n}\n\nconst DefaultType = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n}\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isAppended = false\n    this._element = null\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._append()\n\n    const element = this._getElement()\n    if (this._config.isAnimated) {\n      reflow(element)\n    }\n\n    element.classList.add(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      execute(callback)\n    })\n  }\n\n  hide(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._getElement().classList.remove(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      this.dispose()\n      execute(callback)\n    })\n  }\n\n  dispose() {\n    if (!this._isAppended) {\n      return\n    }\n\n    EventHandler.off(this._element, EVENT_MOUSEDOWN)\n\n    this._element.remove()\n    this._isAppended = false\n  }\n\n  // Private\n  _getElement() {\n    if (!this._element) {\n      const backdrop = document.createElement('div')\n      backdrop.className = this._config.className\n      if (this._config.isAnimated) {\n        backdrop.classList.add(CLASS_NAME_FADE)\n      }\n\n      this._element = backdrop\n    }\n\n    return this._element\n  }\n\n  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement)\n    return config\n  }\n\n  _append() {\n    if (this._isAppended) {\n      return\n    }\n\n    const element = this._getElement()\n    this._config.rootElement.append(element)\n\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback)\n    })\n\n    this._isAppended = true\n  }\n\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n  }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler'\nimport SelectorEngine from '../dom/selector-engine'\nimport Config from './config'\n\n/**\n * Constants\n */\n\nconst NAME = 'focustrap'\nconst DATA_KEY = 'bs.focustrap'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY}`\n\nconst TAB_KEY = 'Tab'\nconst TAB_NAV_FORWARD = 'forward'\nconst TAB_NAV_BACKWARD = 'backward'\n\nconst Default = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n}\n\nconst DefaultType = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n}\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isActive = false\n    this._lastTabNavDirection = null\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  activate() {\n    if (this._isActive) {\n      return\n    }\n\n    if (this._config.autofocus) {\n      this._config.trapElement.focus()\n    }\n\n    EventHandler.off(document, EVENT_KEY) // guard against infinite focus loop\n    EventHandler.on(document, EVENT_FOCUSIN, event => this._handleFocusin(event))\n    EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event))\n\n    this._isActive = true\n  }\n\n  deactivate() {\n    if (!this._isActive) {\n      return\n    }\n\n    this._isActive = false\n    EventHandler.off(document, EVENT_KEY)\n  }\n\n  // Private\n  _handleFocusin(event) {\n    const { trapElement } = this._config\n\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n      return\n    }\n\n    const elements = SelectorEngine.focusableChildren(trapElement)\n\n    if (elements.length === 0) {\n      trapElement.focus()\n    } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n      elements[elements.length - 1].focus()\n    } else {\n      elements[0].focus()\n    }\n  }\n\n  _handleKeydown(event) {\n    if (event.key !== TAB_KEY) {\n      return\n    }\n\n    this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD\n  }\n}\n\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, getElementFromSelector, isRTL, isVisible, reflow } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport ScrollBarHelper from './util/scrollbar'\nimport BaseComponent from './base-component'\nimport Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * Constants\n */\n\nconst NAME = 'modal'\nconst DATA_KEY = 'bs.modal'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst ESCAPE_KEY = 'Escape'\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_OPEN = 'modal-open'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_STATIC = 'modal-static'\n\nconst OPEN_SELECTOR = '.modal.show'\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\nconst Default = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element)\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._isShown = false\n    this._isTransitioning = false\n    this._scrollBar = new ScrollBarHelper()\n\n    this._addEventListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, {\n      relatedTarget\n    })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._isTransitioning = true\n\n    this._scrollBar.hide()\n\n    document.body.classList.add(CLASS_NAME_OPEN)\n\n    this._adjustDialog()\n\n    this._backdrop.show(() => this._showElement(relatedTarget))\n  }\n\n  hide() {\n    if (!this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = false\n    this._isTransitioning = true\n    this._focustrap.deactivate()\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated())\n  }\n\n  dispose() {\n    for (const htmlElement of [window, this._dialog]) {\n      EventHandler.off(htmlElement, EVENT_KEY)\n    }\n\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  handleUpdate() {\n    this._adjustDialog()\n  }\n\n  // Private\n  _initializeBackDrop() {\n    return new Backdrop({\n      isVisible: Boolean(this._config.backdrop), // 'static' option will be translated to true, and booleans will keep their value,\n      isAnimated: this._isAnimated()\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\n      document.body.append(this._element)\n    }\n\n    this._element.style.display = 'block'\n    this._element.removeAttribute('aria-hidden')\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.scrollTop = 0\n\n    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n    if (modalBody) {\n      modalBody.scrollTop = 0\n    }\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_SHOW)\n\n    const transitionComplete = () => {\n      if (this._config.focus) {\n        this._focustrap.activate()\n      }\n\n      this._isTransitioning = false\n      EventHandler.trigger(this._element, EVENT_SHOWN, {\n        relatedTarget\n      })\n    }\n\n    this._queueCallback(transitionComplete, this._dialog, this._isAnimated())\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        event.preventDefault()\n        this.hide()\n        return\n      }\n\n      this._triggerBackdropTransition()\n    })\n\n    EventHandler.on(window, EVENT_RESIZE, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog()\n      }\n    })\n\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return\n        }\n\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition()\n          return\n        }\n\n        if (this._config.backdrop) {\n          this.hide()\n        }\n      })\n    })\n  }\n\n  _hideModal() {\n    this._element.style.display = 'none'\n    this._element.setAttribute('aria-hidden', true)\n    this._element.removeAttribute('aria-modal')\n    this._element.removeAttribute('role')\n    this._isTransitioning = false\n\n    this._backdrop.hide(() => {\n      document.body.classList.remove(CLASS_NAME_OPEN)\n      this._resetAdjustments()\n      this._scrollBar.reset()\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    })\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_FADE)\n  }\n\n  _triggerBackdropTransition() {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const initialOverflowY = this._element.style.overflowY\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return\n    }\n\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden'\n    }\n\n    this._element.classList.add(CLASS_NAME_STATIC)\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC)\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY\n      }, this._dialog)\n    }, this._dialog)\n\n    this._element.focus()\n  }\n\n  /**\n   * The following methods are used to handle overflowing modals\n   */\n\n  _adjustDialog() {\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const scrollbarWidth = this._scrollBar.getWidth()\n    const isBodyOverflowing = scrollbarWidth > 0\n\n    if (isBodyOverflowing && !isModalOverflowing) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n  }\n\n  _resetAdjustments() {\n    this._element.style.paddingLeft = ''\n    this._element.style.paddingRight = ''\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](relatedTarget)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  EventHandler.one(target, EVENT_SHOW, showEvent => {\n    if (showEvent.defaultPrevented) {\n      // only register focus restorer if modal will actually get shown\n      return\n    }\n\n    EventHandler.one(target, EVENT_HIDDEN, () => {\n      if (isVisible(this)) {\n        this.focus()\n      }\n    })\n  })\n\n  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Modal.getOrCreateInstance(target)\n\n  data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport {\n  defineJQueryPlugin,\n  getElementFromSelector,\n  isDisabled,\n  isVisible\n} from './util/index'\nimport ScrollBarHelper from './util/scrollbar'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport SelectorEngine from './dom/selector-engine'\nimport Backdrop from './util/backdrop'\nimport FocusTrap from './util/focustrap'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * Constants\n */\n\nconst NAME = 'offcanvas'\nconst DATA_KEY = 'bs.offcanvas'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\nconst CLASS_NAME_HIDING = 'hiding'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isShown = false\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._addEventListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, { relatedTarget })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._backdrop.show()\n\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide()\n    }\n\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.classList.add(CLASS_NAME_SHOWING)\n\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate()\n      }\n\n      this._element.classList.add(CLASS_NAME_SHOW)\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN, { relatedTarget })\n    }\n\n    this._queueCallback(completeCallBack, this._element, true)\n  }\n\n  hide() {\n    if (!this._isShown) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._focustrap.deactivate()\n    this._element.blur()\n    this._isShown = false\n    this._element.classList.add(CLASS_NAME_HIDING)\n    this._backdrop.hide()\n\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW, CLASS_NAME_HIDING)\n      this._element.removeAttribute('aria-modal')\n      this._element.removeAttribute('role')\n\n      if (!this._config.scroll) {\n        new ScrollBarHelper().reset()\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._queueCallback(completeCallback, this._element, true)\n  }\n\n  dispose() {\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  // Private\n  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    }\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop)\n\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (!this._config.keyboard) {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    })\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Offcanvas.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  EventHandler.one(target, EVENT_HIDDEN, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus()\n    }\n  })\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Offcanvas.getOrCreateInstance(target)\n  data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show()\n  }\n})\n\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide()\n    }\n  }\n})\n\nenableDismissTrigger(Offcanvas)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst uriAttributes = new Set([\n  'background',\n  'cite',\n  'href',\n  'itemtype',\n  'longdesc',\n  'poster',\n  'src',\n  'xlink:href'\n])\n\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\n\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i\n\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase()\n\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue) || DATA_URL_PATTERN.test(attribute.nodeValue))\n    }\n\n    return true\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp)\n    .some(regex => regex.test(attributeName))\n}\n\nexport const DefaultAllowlist = {\n  // Global attributes allowed on any supplied element below.\n  '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n  a: ['target', 'href', 'title', 'rel'],\n  area: [],\n  b: [],\n  br: [],\n  col: [],\n  code: [],\n  div: [],\n  em: [],\n  hr: [],\n  h1: [],\n  h2: [],\n  h3: [],\n  h4: [],\n  h5: [],\n  h6: [],\n  i: [],\n  img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n  li: [],\n  ol: [],\n  p: [],\n  pre: [],\n  s: [],\n  small: [],\n  span: [],\n  sub: [],\n  sup: [],\n  strong: [],\n  u: [],\n  ul: []\n}\n\nexport function sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml\n  }\n\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml)\n  }\n\n  const domParser = new window.DOMParser()\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase()\n\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove()\n\n      continue\n    }\n\n    const attributeList = [].concat(...element.attributes)\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || [])\n\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName)\n      }\n    }\n  }\n\n  return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { DefaultAllowlist, sanitizeHtml } from './sanitizer'\nimport { getElement, isElement } from '../util/index'\nimport SelectorEngine from '../dom/selector-engine'\nimport Config from './config'\n\n/**\n * Constants\n */\n\nconst NAME = 'TemplateFactory'\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  content: {}, // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n}\n\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n}\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  getContent() {\n    return Object.values(this._config.content)\n      .map(config => this._resolvePossibleFunction(config))\n      .filter(Boolean)\n  }\n\n  hasContent() {\n    return this.getContent().length > 0\n  }\n\n  changeContent(content) {\n    this._checkContent(content)\n    this._config.content = { ...this._config.content, ...content }\n    return this\n  }\n\n  toHtml() {\n    const templateWrapper = document.createElement('div')\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template)\n\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector)\n    }\n\n    const template = templateWrapper.children[0]\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass)\n\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '))\n    }\n\n    return template\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config)\n    this._checkContent(config.content)\n  }\n\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({ selector, entry: content }, DefaultContentType)\n    }\n  }\n\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template)\n\n    if (!templateElement) {\n      return\n    }\n\n    content = this._resolvePossibleFunction(content)\n\n    if (!content) {\n      templateElement.remove()\n      return\n    }\n\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement)\n      return\n    }\n\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content)\n      return\n    }\n\n    templateElement.textContent = content\n  }\n\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg\n  }\n\n  _resolvePossibleFunction(arg) {\n    return typeof arg === 'function' ? arg(this) : arg\n  }\n\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = ''\n      templateElement.append(element)\n      return\n    }\n\n    templateElement.textContent = element.textContent\n  }\n}\n\nexport default TemplateFactory\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport { defineJQueryPlugin, findShadowRoot, getElement, getUID, isRTL, noop } from './util/index'\nimport { DefaultAllowlist } from './util/sanitizer'\nimport EventHandler from './dom/event-handler'\nimport Manipulator from './dom/manipulator'\nimport BaseComponent from './base-component'\nimport TemplateFactory from './util/template-factory'\n\n/**\n * Constants\n */\n\nconst NAME = 'tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\n\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner'\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`\n\nconst EVENT_MODAL_HIDE = 'hide.bs.modal'\n\nconst TRIGGER_HOVER = 'hover'\nconst TRIGGER_FOCUS = 'focus'\nconst TRIGGER_CLICK = 'click'\nconst TRIGGER_MANUAL = 'manual'\n\nconst EVENT_HIDE = 'hide'\nconst EVENT_HIDDEN = 'hidden'\nconst EVENT_SHOW = 'show'\nconst EVENT_SHOWN = 'shown'\nconst EVENT_INSERTED = 'inserted'\nconst EVENT_CLICK = 'click'\nconst EVENT_FOCUSIN = 'focusin'\nconst EVENT_FOCUSOUT = 'focusout'\nconst EVENT_MOUSEENTER = 'mouseenter'\nconst EVENT_MOUSELEAVE = 'mouseleave'\n\nconst AttachmentMap = {\n  AUTO: 'auto',\n  TOP: 'top',\n  RIGHT: isRTL() ? 'left' : 'right',\n  BOTTOM: 'bottom',\n  LEFT: isRTL() ? 'right' : 'left'\n}\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 0],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' +\n            '<div class=\"tooltip-arrow\"></div>' +\n            '<div class=\"tooltip-inner\"></div>' +\n            '</div>',\n  title: '',\n  trigger: 'hover focus'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n}\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n  constructor(element, config) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)')\n    }\n\n    super(element, config)\n\n    // Private\n    this._isEnabled = true\n    this._timeout = 0\n    this._isHovered = null\n    this._activeTrigger = {}\n    this._popper = null\n    this._templateFactory = null\n    this._newContent = null\n\n    // Protected\n    this.tip = null\n\n    this._setListeners()\n\n    if (!this._config.selector) {\n      this._fixTitle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  enable() {\n    this._isEnabled = true\n  }\n\n  disable() {\n    this._isEnabled = false\n  }\n\n  toggleEnabled() {\n    this._isEnabled = !this._isEnabled\n  }\n\n  toggle() {\n    if (!this._isEnabled) {\n      return\n    }\n\n    this._activeTrigger.click = !this._activeTrigger.click\n    if (this._isShown()) {\n      this._leave()\n      return\n    }\n\n    this._enter()\n  }\n\n  dispose() {\n    clearTimeout(this._timeout)\n\n    EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n    if (this.tip) {\n      this.tip.remove()\n    }\n\n    if (this._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'))\n    }\n\n    this._disposePopper()\n    super.dispose()\n  }\n\n  show() {\n    if (this._element.style.display === 'none') {\n      throw new Error('Please use show on visible elements')\n    }\n\n    if (!(this._isWithContent() && this._isEnabled)) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW))\n    const shadowRoot = findShadowRoot(this._element)\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element)\n\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return\n    }\n\n    // todo v6 remove this OR make it optional\n    if (this.tip) {\n      this.tip.remove()\n      this.tip = null\n    }\n\n    const tip = this._getTipElement()\n\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'))\n\n    const { container } = this._config\n\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip)\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED))\n    }\n\n    if (this._popper) {\n      this._popper.update()\n    } else {\n      this._popper = this._createPopper(tip)\n    }\n\n    tip.classList.add(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN))\n\n      if (this._isHovered === false) {\n        this._leave()\n      }\n\n      this._isHovered = false\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  hide() {\n    if (!this._isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE))\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const tip = this._getTipElement()\n    tip.classList.remove(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    this._activeTrigger[TRIGGER_CLICK] = false\n    this._activeTrigger[TRIGGER_FOCUS] = false\n    this._activeTrigger[TRIGGER_HOVER] = false\n    this._isHovered = null // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return\n      }\n\n      if (!this._isHovered) {\n        tip.remove()\n      }\n\n      this._element.removeAttribute('aria-describedby')\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN))\n\n      this._disposePopper()\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  update() {\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle())\n  }\n\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate())\n    }\n\n    return this.tip\n  }\n\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml()\n\n    // todo: remove this check on v6\n    if (!tip) {\n      return null\n    }\n\n    tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n    // todo: on v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`)\n\n    const tipId = getUID(this.constructor.NAME).toString()\n\n    tip.setAttribute('id', tipId)\n\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE)\n    }\n\n    return tip\n  }\n\n  setContent(content) {\n    this._newContent = content\n    if (this._isShown()) {\n      this._disposePopper()\n      this.show()\n    }\n  }\n\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content)\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      })\n    }\n\n    return this._templateFactory\n  }\n\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    }\n  }\n\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title')\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n  }\n\n  _isAnimated() {\n    return this._config.animation || (this.tip && this.tip.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _createPopper(tip) {\n    const placement = typeof this._config.placement === 'function' ?\n      this._config.placement.call(this, tip, this._element) :\n      this._config.placement\n    const attachment = AttachmentMap[placement.toUpperCase()]\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _resolvePossibleFunction(arg) {\n    return typeof arg === 'function' ? arg.call(this._element) : arg\n  }\n\n  _getPopperConfig(attachment) {\n    const defaultBsPopperConfig = {\n      placement: attachment,\n      modifiers: [\n        {\n          name: 'flip',\n          options: {\n            fallbackPlacements: this._config.fallbackPlacements\n          }\n        },\n        {\n          name: 'offset',\n          options: {\n            offset: this._getOffset()\n          }\n        },\n        {\n          name: 'preventOverflow',\n          options: {\n            boundary: this._config.boundary\n          }\n        },\n        {\n          name: 'arrow',\n          options: {\n            element: `.${this.constructor.NAME}-arrow`\n          }\n        },\n        {\n          name: 'preSetPlacement',\n          enabled: true,\n          phase: 'beforeMain',\n          fn: data => {\n            // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n            // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n            this._getTipElement().setAttribute('data-popper-placement', data.state.placement)\n          }\n        }\n      ]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n    }\n  }\n\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ')\n\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context.toggle()\n        })\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSEENTER) :\n          this.constructor.eventName(EVENT_FOCUSIN)\n        const eventOut = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSELEAVE) :\n          this.constructor.eventName(EVENT_FOCUSOUT)\n\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true\n          context._enter()\n        })\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] =\n            context._element.contains(event.relatedTarget)\n\n          context._leave()\n        })\n      }\n    }\n\n    this._hideModalHandler = () => {\n      if (this._element) {\n        this.hide()\n      }\n    }\n\n    EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n  }\n\n  _fixTitle() {\n    const title = this._element.getAttribute('title')\n\n    if (!title) {\n      return\n    }\n\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title)\n    }\n\n    this._element.setAttribute('data-bs-original-title', title) // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title')\n  }\n\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true\n      return\n    }\n\n    this._isHovered = true\n\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show()\n      }\n    }, this._config.delay.show)\n  }\n\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return\n    }\n\n    this._isHovered = false\n\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide()\n      }\n    }, this._config.delay.hide)\n  }\n\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout)\n    this._timeout = setTimeout(handler, timeout)\n  }\n\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true)\n  }\n\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute]\n      }\n    }\n\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    }\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    config.container = config.container === false ? document.body : getElement(config.container)\n\n    if (typeof config.delay === 'number') {\n      config.delay = {\n        show: config.delay,\n        hide: config.delay\n      }\n    }\n\n    if (typeof config.title === 'number') {\n      config.title = config.title.toString()\n    }\n\n    if (typeof config.content === 'number') {\n      config.content = config.content.toString()\n    }\n\n    return config\n  }\n\n  _getDelegateConfig() {\n    const config = {}\n\n    for (const key in this._config) {\n      if (this.constructor.Default[key] !== this._config[key]) {\n        config[key] = this._config[key]\n      }\n    }\n\n    config.selector = false\n    config.trigger = 'manual'\n\n    // In the future can be replaced with:\n    // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n    // `Object.fromEntries(keysWithDifferentValues)`\n    return config\n  }\n\n  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy()\n      this._popper = null\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin } from './util/index'\nimport Tooltip from './tooltip'\n\n/**\n * Constants\n */\n\nconst NAME = 'popover'\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\nconst Default = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' +\n    '<div class=\"popover-arrow\"></div>' +\n    '<h3 class=\"popover-header\"></h3>' +\n    '<div class=\"popover-body\"></div>' +\n    '</div>',\n  trigger: 'click'\n}\n\nconst DefaultType = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n}\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent()\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    }\n  }\n\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content)\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, getElement, isDisabled, isVisible } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_CLICK = `click${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item'\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]'\nconst SELECTOR_TARGET_LINKS = '[href]'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_NAV_LINKS = '.nav-link'\nconst SELECTOR_NAV_ITEMS = '.nav-item'\nconst SELECTOR_LIST_ITEMS = '.list-group-item'\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst Default = {\n  offset: null, // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n}\n\nconst DefaultType = {\n  offset: '(number|null)', // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n}\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element\n    this._activeTarget = null\n    this._observer = null\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    }\n    this.refresh() // initialize\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  refresh() {\n    this._initializeTargetsAndObservables()\n    this._maybeEnableSmoothScroll()\n\n    if (this._observer) {\n      this._observer.disconnect()\n    } else {\n      this._observer = this._getNewObserver()\n    }\n\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section)\n    }\n  }\n\n  dispose() {\n    this._observer.disconnect()\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin\n\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value))\n    }\n\n    return config\n  }\n\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK)\n\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash)\n      if (observableSection) {\n        event.preventDefault()\n        const root = this._rootElement || window\n        const height = observableSection.offsetTop - this._element.offsetTop\n        if (root.scrollTo) {\n          root.scrollTo({ top: height, behavior: 'smooth' })\n          return\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height\n      }\n    })\n  }\n\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    }\n\n    return new IntersectionObserver(entries => this._observerCallback(entries), options)\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`)\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop\n      this._process(targetElement(entry))\n    }\n\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop\n    this._previousScrollData.parentScrollTop = parentScrollTop\n\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null\n        this._clearActiveClass(targetElement(entry))\n\n        continue\n      }\n\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry)\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return\n        }\n\n        continue\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry)\n      }\n    }\n  }\n\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target)\n\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue\n      }\n\n      const observableSection = SelectorEngine.findOne(anchor.hash, this._element)\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(anchor.hash, anchor)\n        this._observableSections.set(anchor.hash, observableSection)\n      }\n    }\n  }\n\n  _process(target) {\n    if (this._activeTarget === target) {\n      return\n    }\n\n    this._clearActiveClass(this._config.target)\n    this._activeTarget = target\n    target.classList.add(CLASS_NAME_ACTIVE)\n    this._activateParents(target)\n\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, { relatedTarget: target })\n  }\n\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, target.closest(SELECTOR_DROPDOWN))\n        .classList.add(CLASS_NAME_ACTIVE)\n      return\n    }\n\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE)\n      }\n    }\n  }\n\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE)\n\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE}`, parent)\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy)\n\nexport default ScrollSpy\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, getElementFromSelector, getNextActiveElement, isDisabled } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport SelectorEngine from './dom/selector-engine'\nimport BaseComponent from './base-component'\n\n/**\n * Constants\n */\n\nconst NAME = 'tab'\nconst DATA_KEY = 'bs.tab'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}`\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_DROPDOWN = 'dropdown'\n\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu'\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = ':not(.dropdown-toggle)'\n\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]'\nconst SELECTOR_OUTER = '.nav-item, .list-group-item'\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]' // todo:v6: could be only `tab`\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`\n\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element)\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL)\n\n    if (!this._parent) {\n      return\n      // todo: should Throw exception on v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren())\n\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() { // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element\n    if (this._elemIsActive(innerElem)) {\n      return\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem()\n\n    const hideEvent = active ?\n      EventHandler.trigger(active, EVENT_HIDE, { relatedTarget: innerElem }) :\n      null\n\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW, { relatedTarget: active })\n\n    if (showEvent.defaultPrevented || (hideEvent && hideEvent.defaultPrevented)) {\n      return\n    }\n\n    this._deactivate(active, innerElem)\n    this._activate(innerElem, active)\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.add(CLASS_NAME_ACTIVE)\n\n    this._activate(getElementFromSelector(element)) // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.removeAttribute('tabindex')\n      element.setAttribute('aria-selected', true)\n      this._toggleDropDown(element, true)\n      EventHandler.trigger(element, EVENT_SHOWN, {\n        relatedTarget: relatedElem\n      })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.remove(CLASS_NAME_ACTIVE)\n    element.blur()\n\n    this._deactivate(getElementFromSelector(element)) // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.setAttribute('aria-selected', false)\n      element.setAttribute('tabindex', '-1')\n      this._toggleDropDown(element, false)\n      EventHandler.trigger(element, EVENT_HIDDEN, { relatedTarget: relatedElem })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _keydown(event) {\n    if (!([ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key))) {\n      return\n    }\n\n    event.stopPropagation()// stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault()\n    const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key)\n    const nextActiveElement = getNextActiveElement(this._getChildren().filter(element => !isDisabled(element)), event.target, isNext, true)\n\n    if (nextActiveElement) {\n      nextActiveElement.focus({ preventScroll: true })\n      Tab.getOrCreateInstance(nextActiveElement).show()\n    }\n  }\n\n  _getChildren() { // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent)\n  }\n\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null\n  }\n\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist')\n\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child)\n    }\n  }\n\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child)\n    const isActive = this._elemIsActive(child)\n    const outerElem = this._getOuterElement(child)\n    child.setAttribute('aria-selected', isActive)\n\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation')\n    }\n\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1')\n    }\n\n    this._setAttributeIfNotExists(child, 'role', 'tab')\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child)\n  }\n\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = getElementFromSelector(child)\n\n    if (!target) {\n      return\n    }\n\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel')\n\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `#${child.id}`)\n    }\n  }\n\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element)\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return\n    }\n\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem)\n      if (element) {\n        element.classList.toggle(className, open)\n      }\n    }\n\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE)\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW)\n    outerElem.setAttribute('aria-expanded', open)\n  }\n\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value)\n    }\n  }\n\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE)\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem)\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  Tab.getOrCreateInstance(this).show()\n})\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element)\n  }\n})\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab)\n\nexport default Tab\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { defineJQueryPlugin, reflow } from './util/index'\nimport EventHandler from './dom/event-handler'\nimport BaseComponent from './base-component'\nimport { enableDismissTrigger } from './util/component-functions'\n\n/**\n * Constants\n */\n\nconst NAME = 'toast'\nconst DATA_KEY = 'bs.toast'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_HIDE = 'hide' // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\n\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n}\n\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n}\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._timeout = null\n    this._hasMouseInteraction = false\n    this._hasKeyboardInteraction = false\n    this._setListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._clearTimeout()\n\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE)\n    }\n\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n\n      this._maybeScheduleHide()\n    }\n\n    this._element.classList.remove(CLASS_NAME_HIDE) // @deprecated\n    reflow(this._element)\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING)\n\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  hide() {\n    if (!this.isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE) // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOWING)\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  dispose() {\n    this._clearTimeout()\n\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW)\n    }\n\n    super.dispose()\n  }\n\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return\n    }\n\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return\n    }\n\n    this._timeout = setTimeout(() => {\n      this.hide()\n    }, this._config.delay)\n  }\n\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout': {\n        this._hasMouseInteraction = isInteracting\n        break\n      }\n\n      case 'focusin':\n      case 'focusout': {\n        this._hasKeyboardInteraction = isInteracting\n        break\n      }\n\n      default: {\n        break\n      }\n    }\n\n    if (isInteracting) {\n      this._clearTimeout()\n      return\n    }\n\n    const nextElement = event.relatedTarget\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return\n    }\n\n    this._maybeScheduleHide()\n  }\n\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false))\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false))\n  }\n\n  _clearTimeout() {\n    clearTimeout(this._timeout)\n    this._timeout = null\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.getOrCreateInstance(this, config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config](this)\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast)\n\nexport default Toast\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.2): index.umd.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Alert from './src/alert'\nimport Button from './src/button'\nimport Carousel from './src/carousel'\nimport Collapse from './src/collapse'\nimport Dropdown from './src/dropdown'\nimport Modal from './src/modal'\nimport Offcanvas from './src/offcanvas'\nimport Popover from './src/popover'\nimport ScrollSpy from './src/scrollspy'\nimport Tab from './src/tab'\nimport Toast from './src/toast'\nimport Tooltip from './src/tooltip'\n\nexport default {\n  Alert,\n  Button,\n  Carousel,\n  Collapse,\n  Dropdown,\n  Modal,\n  Offcanvas,\n  Popover,\n  ScrollSpy,\n  Tab,\n  Toast,\n  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\ No newline at end of file
diff --git a/docs/deps/bootstrap-5.2.2/bootstrap.min.css b/docs/deps/bootstrap-5.2.2/bootstrap.min.css
deleted file mode 100644
index 7ad0adb1..00000000
--- a/docs/deps/bootstrap-5.2.2/bootstrap.min.css
+++ /dev/null
@@ -1,6 +0,0 @@
-:root{--bslib-bootstrap-version: 5;--bslib-preset-name: ;--bslib-preset-type: }/*!
-   * Bootstrap  v5.2.2 (https://getbootstrap.com/)
-   * Copyright 2011-2022 The Bootstrap Authors
-   * Copyright 2011-2022 Twitter, Inc.
-   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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!important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media (min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl 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viewBox='0 0 30 30'%3e%3cpath stroke='rgba%280,0,0,0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: .5rem;--bs-card-border-width: 1px;--bs-card-border-color: var(--bs-border-color-translucent);--bs-card-border-radius: .375rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(.375rem - 1px);--bs-card-cap-padding-y: .5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(0,0,0,0.03);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #fff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: .75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid 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ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: 1px;--bs-accordion-border-radius: .375rem;--bs-accordion-inner-border-radius: calc(.375rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #212529;--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill=''%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 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var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media (prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: #6c757d;--bs-breadcrumb-item-padding-x: .5rem;--bs-breadcrumb-item-active-color: #6c757d;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: .75rem;--bs-pagination-padding-y: .375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: .375rem;--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: #e9ecef;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 .25rem rgba(236,229,244,0.25);--bs-pagination-active-color: #000;--bs-pagination-active-bg: #ece5f4;--bs-pagination-active-border-color: #ece5f4;--bs-pagination-disabled-color: #6c757d;--bs-pagination-disabled-bg: #fff;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:-1px}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: .75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: .5rem}.pagination-sm{--bs-pagination-padding-x: .5rem;--bs-pagination-padding-y: .25rem;--bs-pagination-font-size:.875rem;--bs-pagination-border-radius: .25rem}.badge{--bs-badge-padding-x: .65em;--bs-badge-padding-y: .35em;--bs-badge-font-size:.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: .375rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: .375rem;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: #110b1a;--bs-alert-bg: #d2d0d5;--bs-alert-border-color: #bbb8bf}.alert-default .alert-link{color:#0e0915}.alert-primary{--bs-alert-color: #294c48;--bs-alert-bg: #dae5e4;--bs-alert-border-color: #c7d8d7}.alert-primary .alert-link{color:#213d3a}.alert-secondary{--bs-alert-color: #110b1a;--bs-alert-bg: #d2d0d5;--bs-alert-border-color: #bbb8bf}.alert-secondary .alert-link{color:#0e0915}.alert-success{--bs-alert-color: #0f5132;--bs-alert-bg: #d1e7dd;--bs-alert-border-color: #badbcc}.alert-success .alert-link{color:#0c4128}.alert-info{--bs-alert-color: #055160;--bs-alert-bg: #cff4fc;--bs-alert-border-color: #b6effb}.alert-info .alert-link{color:#04414d}.alert-warning{--bs-alert-color: #664d03;--bs-alert-bg: #fff3cd;--bs-alert-border-color: #ffecb5}.alert-warning .alert-link{color:#523e02}.alert-danger{--bs-alert-color: #842029;--bs-alert-bg: #f8d7da;--bs-alert-border-color: #f5c2c7}.alert-danger .alert-link{color:#6a1a21}.alert-light{--bs-alert-color: #636464;--bs-alert-bg: #fefefe;--bs-alert-border-color: #fdfdfe}.alert-light .alert-link{color:#4f5050}.alert-dark{--bs-alert-color: #141619;--bs-alert-bg: #d3d3d4;--bs-alert-border-color: #bcbebf}.alert-dark .alert-link{color:#101214}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress{--bs-progress-height: 1rem;--bs-progress-font-size:.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: .375rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0,0,0,0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #457E78;--bs-progress-bar-transition: width 0.6s 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!important}.mt-xxl-1{margin-top:.25rem !important}.mt-xxl-2{margin-top:.5rem !important}.mt-xxl-3{margin-top:1rem !important}.mt-xxl-4{margin-top:1.5rem !important}.mt-xxl-5{margin-top:3rem !important}.mt-xxl-auto{margin-top:auto !important}.me-xxl-0{margin-right:0 !important}.me-xxl-1{margin-right:.25rem !important}.me-xxl-2{margin-right:.5rem !important}.me-xxl-3{margin-right:1rem !important}.me-xxl-4{margin-right:1.5rem !important}.me-xxl-5{margin-right:3rem !important}.me-xxl-auto{margin-right:auto !important}.mb-xxl-0{margin-bottom:0 !important}.mb-xxl-1{margin-bottom:.25rem !important}.mb-xxl-2{margin-bottom:.5rem !important}.mb-xxl-3{margin-bottom:1rem !important}.mb-xxl-4{margin-bottom:1.5rem !important}.mb-xxl-5{margin-bottom:3rem !important}.mb-xxl-auto{margin-bottom:auto !important}.ms-xxl-0{margin-left:0 !important}.ms-xxl-1{margin-left:.25rem !important}.ms-xxl-2{margin-left:.5rem !important}.ms-xxl-3{margin-left:1rem !important}.ms-xxl-4{margin-left:1.5rem !important}.ms-xxl-5{margin-left:3rem !important}.ms-xxl-auto{margin-left:auto !important}.p-xxl-0{padding:0 !important}.p-xxl-1{padding:.25rem !important}.p-xxl-2{padding:.5rem !important}.p-xxl-3{padding:1rem !important}.p-xxl-4{padding:1.5rem !important}.p-xxl-5{padding:3rem !important}.px-xxl-0{padding-right:0 !important;padding-left:0 !important}.px-xxl-1{padding-right:.25rem !important;padding-left:.25rem !important}.px-xxl-2{padding-right:.5rem !important;padding-left:.5rem !important}.px-xxl-3{padding-right:1rem !important;padding-left:1rem !important}.px-xxl-4{padding-right:1.5rem !important;padding-left:1.5rem !important}.px-xxl-5{padding-right:3rem !important;padding-left:3rem !important}.py-xxl-0{padding-top:0 !important;padding-bottom:0 !important}.py-xxl-1{padding-top:.25rem !important;padding-bottom:.25rem !important}.py-xxl-2{padding-top:.5rem !important;padding-bottom:.5rem !important}.py-xxl-3{padding-top:1rem !important;padding-bottom:1rem !important}.py-xxl-4{padding-top:1.5rem !important;padding-bottom:1.5rem !important}.py-xxl-5{padding-top:3rem !important;padding-bottom:3rem !important}.pt-xxl-0{padding-top:0 !important}.pt-xxl-1{padding-top:.25rem !important}.pt-xxl-2{padding-top:.5rem !important}.pt-xxl-3{padding-top:1rem !important}.pt-xxl-4{padding-top:1.5rem !important}.pt-xxl-5{padding-top:3rem !important}.pe-xxl-0{padding-right:0 !important}.pe-xxl-1{padding-right:.25rem !important}.pe-xxl-2{padding-right:.5rem !important}.pe-xxl-3{padding-right:1rem !important}.pe-xxl-4{padding-right:1.5rem !important}.pe-xxl-5{padding-right:3rem !important}.pb-xxl-0{padding-bottom:0 !important}.pb-xxl-1{padding-bottom:.25rem !important}.pb-xxl-2{padding-bottom:.5rem !important}.pb-xxl-3{padding-bottom:1rem !important}.pb-xxl-4{padding-bottom:1.5rem !important}.pb-xxl-5{padding-bottom:3rem !important}.ps-xxl-0{padding-left:0 !important}.ps-xxl-1{padding-left:.25rem !important}.ps-xxl-2{padding-left:.5rem !important}.ps-xxl-3{padding-left:1rem !important}.ps-xxl-4{padding-left:1.5rem !important}.ps-xxl-5{padding-left:3rem !important}.gap-xxl-0{gap:0 !important}.gap-xxl-1{gap:.25rem !important}.gap-xxl-2{gap:.5rem !important}.gap-xxl-3{gap:1rem !important}.gap-xxl-4{gap:1.5rem !important}.gap-xxl-5{gap:3rem !important}.text-xxl-start{text-align:left !important}.text-xxl-end{text-align:right !important}.text-xxl-center{text-align:center !important}}.bg-default{color:#fff}.bg-primary{color:#fff}.bg-secondary{color:#fff}.bg-success{color:#fff}.bg-info{color:#000}.bg-warning{color:#000}.bg-danger{color:#fff}.bg-light{color:#000}.bg-dark{color:#fff}@media (min-width: 1200px){.fs-1{font-size:2.5rem !important}.fs-2{font-size:2rem !important}.fs-3{font-size:1.75rem !important}.fs-4{font-size:1.5rem !important}}@media print{.d-print-inline{display:inline !important}.d-print-inline-block{display:inline-block !important}.d-print-block{display:block !important}.d-print-grid{display:grid !important}.d-print-table{display:table !important}.d-print-table-row{display:table-row !important}.d-print-table-cell{display:table-cell !important}.d-print-flex{display:flex !important}.d-print-inline-flex{display:inline-flex !important}.d-print-none{display:none !important}}.table th[align=left]{text-align:left}.table th[align=right]{text-align:right}.table th[align=center]{text-align:center}:root{--bslib-spacer: 1rem;--bslib-mb-spacer: var(--bslib-spacer, 1rem)}.bslib-mb-spacing{margin-bottom:var(--bslib-mb-spacer)}.bslib-gap-spacing{gap:var(--bslib-mb-spacer)}.bslib-gap-spacing>.bslib-mb-spacing,.bslib-gap-spacing>.form-group,.bslib-gap-spacing>p,.bslib-gap-spacing>pre{margin-bottom:0}.html-fill-container>.html-fill-item.bslib-mb-spacing{margin-bottom:0}.tab-content>.tab-pane.html-fill-container{display:none}.tab-content>.active.html-fill-container{display:flex}.tab-content.html-fill-container{padding:0}.row>main{max-width:50rem}@media (min-width: 1200px) and (max-width: 1399.98px){.container .row{justify-content:space-evenly}}@media (min-width: 1400px){body{font-size:18px}.col-md-3{margin-left:5rem}}.navbar-nav .nav-item>.nav-link{border-radius:.375rem;padding:0.5rem}.navbar>.container{align-items:baseline;-webkit-align-items:baseline}.navbar-light .navbar-nav .active>.nav-link{background:#e9ecef;color:#212529}.navbar-dark .navbar-nav .active>.nav-link{background:#343a40;color:#fff}.navbar-dark .navbar-nav .nav-item>.nav-link:hover,.navbar-light .navbar-nav .nav-item>.nav-link:hover{background:rgba(69,126,120,0.1)}.navbar-dark input[type="search"]{border-color:#6c757d;background-color:#212529;color:#e9ecef}input[type="search"]{border-color:#DFD4EC;width:12rem}.headroom{will-change:transform;transition:transform 400ms ease}.headroom--pinned{transform:translateY(0%)}.headroom--unpinned{transform:translateY(-100%)}.row>main,.row>aside{margin-top:56px}html,body{scroll-padding:56px}@media (min-width: 576px){#toc{position:sticky;top:56px;max-height:calc(100vh - 56px - 1rem);overflow-y:auto}}aside h2,aside .h2{margin-top:1.5rem;font-size:1.25rem}aside .roles{color:#4d5154}aside .list-unstyled li{margin-bottom:0.5rem}aside .dev-status .list-unstyled li{margin-bottom:0.1rem}@media (max-width: 575.98px){aside{margin:0.5rem;width:calc(100vw - 1rem);background-color:#f8f9fa;border-color:#DFD4EC;border-radius:.375rem}aside h2:first-child,aside .h2:first-child{margin-top:1rem}}body{position:relative}#toc>.nav{margin-bottom:1rem}#toc>.nav a.nav-link{color:inherit;padding:0.25rem 0.5rem;margin-bottom:2px;border-radius:.375rem;border:0 solid #DFD4EC}#toc>.nav a.nav-link:hover,#toc>.nav a.nav-link:focus{background-color:rgba(69,126,120,0.1);color:#000}#toc>.nav a.nav-link.active{background-color:#e9e9ea;color:#000}#toc>.nav .nav a.nav-link{margin-left:0.5rem}#toc>.nav .nav{display:none !important}#toc>.nav a.active+.nav{display:flex !important}footer{margin:1rem 0 1rem 0;font-size:.875em;border-top:1px solid #DFD4EC;background:rgba(0,0,0,0);color:#4d5154;display:flex;column-gap:1rem}@media (max-width: 575.98px){footer{flex-direction:column}}@media (min-width: 576px){footer .pkgdown-footer-right{text-align:right}}footer div{flex:1 1 auto}html,body{height:100%}body>.container{min-height:100%;display:flex;flex-direction:column}body>.container .row{flex:1 0 auto}::selection{background-color:#dae5e4}main img{max-width:100%;height:auto}main table{display:block;overflow:auto}body{font-display:fallback}.page-header{border-bottom:1px solid #DFD4EC;padding-bottom:0.5rem;margin-bottom:0.5rem;margin-top:1.5rem}dd{margin-left:1.5rem}summary{margin-bottom:0.5rem}details{margin-bottom:1rem}.html-widget{margin-bottom:1rem}a.anchor{display:none;margin-left:5px;width:Min(0.9em, 20px);height:Min(0.9em, 20px);background-image:url(../../link.svg);background-repeat:no-repeat;background-size:Min(0.9em, 20px) Min(0.9em, 20px);background-position:center center}h2:hover .anchor,.h2:hover .anchor,h3:hover .anchor,.h3:hover .anchor,h4:hover .anchor,.h4:hover .anchor,h5:hover .anchor,.h5:hover .anchor,h6:hover .anchor,.h6:hover .anchor{display:inline-block}.orcid{color:#A6CE39;margin-right:4px}.fab{font-family:"Font Awesome 5 Brands" !important}img.logo{float:right;width:100px;margin-left:30px}.template-home img.logo{width:120px}@media (max-width: 575.98px){img.logo{width:80px}}@media (min-width: 576px){.page-header{min-height:88px}.template-home .page-header{min-height:104px}}.line-block{margin-bottom:1rem}.template-reference-index dt{font-weight:normal}.template-reference-index code{word-wrap:normal}.icon{float:right}.icon img{width:40px}a.footnote-ref{cursor:pointer}.popover{width:Min(100vw, 32rem);font-size:0.9rem;box-shadow:4px 4px 8px rgba(0,0,0,0.3)}.popover-body{padding:0.75rem}.popover-body p:last-child{margin-bottom:0}.tab-content{padding:1rem}.tabset-pills .tab-content{border:solid 1px #e5e5e5}.tab-content{display:flex}.tab-content>.tab-pane{display:block;visibility:hidden;margin-right:-100%;width:100%}.tab-content>.active{visibility:visible}div.csl-entry{clear:both}.hanging-indent div.csl-entry{margin-left:2em;text-indent:-2em}div.csl-left-margin{min-width:2em;float:left}div.csl-right-inline{margin-left:2em;padding-left:1em}div.csl-indent{margin-left:2em}pre,pre code{word-wrap:normal}code{overflow-wrap:break-word}.hasCopyButton{position:relative}.btn-copy-ex{position:absolute;right:5px;top:5px;visibility:hidden}.hasCopyButton:hover button.btn-copy-ex{visibility:visible}pre{padding:1rem 0.5rem}@media (max-width: 575.98px){div>div>pre{margin-left:calc(var(--bs-gutter-x) * -.5);margin-right:calc(var(--bs-gutter-x) * -.5);border-radius:0;padding-left:1rem;padding-right:1rem}.btn-copy-ex{right:calc(var(--bs-gutter-x) * -.5 + 5px)}}code a:any-link{color:inherit;text-decoration-color:#6c757d}pre code{padding:0;background:transparent}pre code .error,pre code .warning{font-weight:bolder}pre .img img,pre .r-plt img{margin:5px 0;background-color:#fff}@media print{code a:link:after,code a:visited:after{content:""}}a.sourceLine:hover{text-decoration:none}mark,.mark{background:linear-gradient(-100deg, rgba(13,202,240,0.2), rgba(13,202,240,0.7) 95%, rgba(13,202,240,0.1))}.algolia-autocomplete .aa-hint{color:#212529}.algolia-autocomplete .aa-dropdown-menu{width:Max(100%, 20rem);background-color:#fff;border:1px solid var(--bs-border-color);margin-top:2px;max-height:50vh;overflow-y:auto}.algolia-autocomplete .aa-dropdown-menu .aa-suggestion{cursor:pointer;padding:5px 4px;border-bottom:1px #e9ecef solid;font-size:0.9rem;color:#212529}.search-details{font-size:0.9rem;color:#457E78;display:inline;font-weight:bolder}.algolia-autocomplete .aa-dropdown-menu .aa-suggestion.aa-cursor{background-color:#ecf2f2}pre{background-color:#fefefe}pre code{color:#545454}pre code span.al{color:#7928a1}pre code span.an{color:#696969}pre code span.at{color:#aa5d00}pre code span.bn{color:#7928a1}pre code span.cf{color:#d91e18}pre code span.ch{color:#008000}pre code span.cn{color:#d91e18}pre code span.co{color:#696969}pre code span.cv{color:#696969;font-style:italic}pre code span.do{color:#696969;font-style:italic}pre code span.dt{color:#7928a1}pre code span.dv{color:#7928a1}pre code span.er{color:#7928a1}pre code span.fl{color:#aa5d00}pre code span.fu{color:#06287e}pre code span.in{color:#696969}pre code span.kw{color:#d91e18}pre code span.op{color:#007faa}pre code span.ot{color:#d91e18}pre code span.pp{color:#7928a1}pre code span.sc{color:#007faa}pre code span.ss{color:#008000}pre code span.st{color:#008000}pre code span.va{color:#aa5d00}pre code span.vs{color:#008000}pre code span.wa{color:#696969;font-style:italic}
diff --git a/docs/deps/data-deps.txt b/docs/deps/data-deps.txt
deleted file mode 100644
index 21592b52..00000000
--- a/docs/deps/data-deps.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-<script src="deps/jquery-3.6.0/jquery-3.6.0.min.js"></script>
-<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
-<link href="deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet" />
-<script src="deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script>
diff --git a/docs/deps/jquery-3.6.0/jquery-3.6.0.js b/docs/deps/jquery-3.6.0/jquery-3.6.0.js
deleted file mode 100644
index fc6c299b..00000000
--- a/docs/deps/jquery-3.6.0/jquery-3.6.0.js
+++ /dev/null
@@ -1,10881 +0,0 @@
-/*!
- * jQuery JavaScript Library v3.6.0
- * https://jquery.com/
- *
- * Includes Sizzle.js
- * https://sizzlejs.com/
- *
- * Copyright OpenJS Foundation and other contributors
- * Released under the MIT license
- * https://jquery.org/license
- *
- * Date: 2021-03-02T17:08Z
- */
-( function( global, factory ) {
-
-	"use strict";
-
-	if ( typeof module === "object" && typeof module.exports === "object" ) {
-
-		// For CommonJS and CommonJS-like environments where a proper `window`
-		// is present, execute the factory and get jQuery.
-		// For environments that do not have a `window` with a `document`
-		// (such as Node.js), expose a factory as module.exports.
-		// This accentuates the need for the creation of a real `window`.
-		// e.g. var jQuery = require("jquery")(window);
-		// See ticket #14549 for more info.
-		module.exports = global.document ?
-			factory( global, true ) :
-			function( w ) {
-				if ( !w.document ) {
-					throw new Error( "jQuery requires a window with a document" );
-				}
-				return factory( w );
-			};
-	} else {
-		factory( global );
-	}
-
-// Pass this if window is not defined yet
-} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) {
-
-// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1
-// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode
-// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common
-// enough that all such attempts are guarded in a try block.
-"use strict";
-
-var arr = [];
-
-var getProto = Object.getPrototypeOf;
-
-var slice = arr.slice;
-
-var flat = arr.flat ? function( array ) {
-	return arr.flat.call( array );
-} : function( array ) {
-	return arr.concat.apply( [], array );
-};
-
-
-var push = arr.push;
-
-var indexOf = arr.indexOf;
-
-var class2type = {};
-
-var toString = class2type.toString;
-
-var hasOwn = class2type.hasOwnProperty;
-
-var fnToString = hasOwn.toString;
-
-var ObjectFunctionString = fnToString.call( Object );
-
-var support = {};
-
-var isFunction = function isFunction( obj ) {
-
-		// Support: Chrome <=57, Firefox <=52
-		// In some browsers, typeof returns "function" for HTML <object> elements
-		// (i.e., `typeof document.createElement( "object" ) === "function"`).
-		// We don't want to classify *any* DOM node as a function.
-		// Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5
-		// Plus for old WebKit, typeof returns "function" for HTML collections
-		// (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756)
-		return typeof obj === "function" && typeof obj.nodeType !== "number" &&
-			typeof obj.item !== "function";
-	};
-
-
-var isWindow = function isWindow( obj ) {
-		return obj != null && obj === obj.window;
-	};
-
-
-var document = window.document;
-
-
-
-	var preservedScriptAttributes = {
-		type: true,
-		src: true,
-		nonce: true,
-		noModule: true
-	};
-
-	function DOMEval( code, node, doc ) {
-		doc = doc || document;
-
-		var i, val,
-			script = doc.createElement( "script" );
-
-		script.text = code;
-		if ( node ) {
-			for ( i in preservedScriptAttributes ) {
-
-				// Support: Firefox 64+, Edge 18+
-				// Some browsers don't support the "nonce" property on scripts.
-				// On the other hand, just using `getAttribute` is not enough as
-				// the `nonce` attribute is reset to an empty string whenever it
-				// becomes browsing-context connected.
-				// See https://github.com/whatwg/html/issues/2369
-				// See https://html.spec.whatwg.org/#nonce-attributes
-				// The `node.getAttribute` check was added for the sake of
-				// `jQuery.globalEval` so that it can fake a nonce-containing node
-				// via an object.
-				val = node[ i ] || node.getAttribute && node.getAttribute( i );
-				if ( val ) {
-					script.setAttribute( i, val );
-				}
-			}
-		}
-		doc.head.appendChild( script ).parentNode.removeChild( script );
-	}
-
-
-function toType( obj ) {
-	if ( obj == null ) {
-		return obj + "";
-	}
-
-	// Support: Android <=2.3 only (functionish RegExp)
-	return typeof obj === "object" || typeof obj === "function" ?
-		class2type[ toString.call( obj ) ] || "object" :
-		typeof obj;
-}
-/* global Symbol */
-// Defining this global in .eslintrc.json would create a danger of using the global
-// unguarded in another place, it seems safer to define global only for this module
-
-
-
-var
-	version = "3.6.0",
-
-	// Define a local copy of jQuery
-	jQuery = function( selector, context ) {
-
-		// The jQuery object is actually just the init constructor 'enhanced'
-		// Need init if jQuery is called (just allow error to be thrown if not included)
-		return new jQuery.fn.init( selector, context );
-	};
-
-jQuery.fn = jQuery.prototype = {
-
-	// The current version of jQuery being used
-	jquery: version,
-
-	constructor: jQuery,
-
-	// The default length of a jQuery object is 0
-	length: 0,
-
-	toArray: function() {
-		return slice.call( this );
-	},
-
-	// Get the Nth element in the matched element set OR
-	// Get the whole matched element set as a clean array
-	get: function( num ) {
-
-		// Return all the elements in a clean array
-		if ( num == null ) {
-			return slice.call( this );
-		}
-
-		// Return just the one element from the set
-		return num < 0 ? this[ num + this.length ] : this[ num ];
-	},
-
-	// Take an array of elements and push it onto the stack
-	// (returning the new matched element set)
-	pushStack: function( elems ) {
-
-		// Build a new jQuery matched element set
-		var ret = jQuery.merge( this.constructor(), elems );
-
-		// Add the old object onto the stack (as a reference)
-		ret.prevObject = this;
-
-		// Return the newly-formed element set
-		return ret;
-	},
-
-	// Execute a callback for every element in the matched set.
-	each: function( callback ) {
-		return jQuery.each( this, callback );
-	},
-
-	map: function( callback ) {
-		return this.pushStack( jQuery.map( this, function( elem, i ) {
-			return callback.call( elem, i, elem );
-		} ) );
-	},
-
-	slice: function() {
-		return this.pushStack( slice.apply( this, arguments ) );
-	},
-
-	first: function() {
-		return this.eq( 0 );
-	},
-
-	last: function() {
-		return this.eq( -1 );
-	},
-
-	even: function() {
-		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
-			return ( i + 1 ) % 2;
-		} ) );
-	},
-
-	odd: function() {
-		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
-			return i % 2;
-		} ) );
-	},
-
-	eq: function( i ) {
-		var len = this.length,
-			j = +i + ( i < 0 ? len : 0 );
-		return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] );
-	},
-
-	end: function() {
-		return this.prevObject || this.constructor();
-	},
-
-	// For internal use only.
-	// Behaves like an Array's method, not like a jQuery method.
-	push: push,
-	sort: arr.sort,
-	splice: arr.splice
-};
-
-jQuery.extend = jQuery.fn.extend = function() {
-	var options, name, src, copy, copyIsArray, clone,
-		target = arguments[ 0 ] || {},
-		i = 1,
-		length = arguments.length,
-		deep = false;
-
-	// Handle a deep copy situation
-	if ( typeof target === "boolean" ) {
-		deep = target;
-
-		// Skip the boolean and the target
-		target = arguments[ i ] || {};
-		i++;
-	}
-
-	// Handle case when target is a string or something (possible in deep copy)
-	if ( typeof target !== "object" && !isFunction( target ) ) {
-		target = {};
-	}
-
-	// Extend jQuery itself if only one argument is passed
-	if ( i === length ) {
-		target = this;
-		i--;
-	}
-
-	for ( ; i < length; i++ ) {
-
-		// Only deal with non-null/undefined values
-		if ( ( options = arguments[ i ] ) != null ) {
-
-			// Extend the base object
-			for ( name in options ) {
-				copy = options[ name ];
-
-				// Prevent Object.prototype pollution
-				// Prevent never-ending loop
-				if ( name === "__proto__" || target === copy ) {
-					continue;
-				}
-
-				// Recurse if we're merging plain objects or arrays
-				if ( deep && copy && ( jQuery.isPlainObject( copy ) ||
-					( copyIsArray = Array.isArray( copy ) ) ) ) {
-					src = target[ name ];
-
-					// Ensure proper type for the source value
-					if ( copyIsArray && !Array.isArray( src ) ) {
-						clone = [];
-					} else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) {
-						clone = {};
-					} else {
-						clone = src;
-					}
-					copyIsArray = false;
-
-					// Never move original objects, clone them
-					target[ name ] = jQuery.extend( deep, clone, copy );
-
-				// Don't bring in undefined values
-				} else if ( copy !== undefined ) {
-					target[ name ] = copy;
-				}
-			}
-		}
-	}
-
-	// Return the modified object
-	return target;
-};
-
-jQuery.extend( {
-
-	// Unique for each copy of jQuery on the page
-	expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ),
-
-	// Assume jQuery is ready without the ready module
-	isReady: true,
-
-	error: function( msg ) {
-		throw new Error( msg );
-	},
-
-	noop: function() {},
-
-	isPlainObject: function( obj ) {
-		var proto, Ctor;
-
-		// Detect obvious negatives
-		// Use toString instead of jQuery.type to catch host objects
-		if ( !obj || toString.call( obj ) !== "[object Object]" ) {
-			return false;
-		}
-
-		proto = getProto( obj );
-
-		// Objects with no prototype (e.g., `Object.create( null )`) are plain
-		if ( !proto ) {
-			return true;
-		}
-
-		// Objects with prototype are plain iff they were constructed by a global Object function
-		Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor;
-		return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString;
-	},
-
-	isEmptyObject: function( obj ) {
-		var name;
-
-		for ( name in obj ) {
-			return false;
-		}
-		return true;
-	},
-
-	// Evaluates a script in a provided context; falls back to the global one
-	// if not specified.
-	globalEval: function( code, options, doc ) {
-		DOMEval( code, { nonce: options && options.nonce }, doc );
-	},
-
-	each: function( obj, callback ) {
-		var length, i = 0;
-
-		if ( isArrayLike( obj ) ) {
-			length = obj.length;
-			for ( ; i < length; i++ ) {
-				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
-					break;
-				}
-			}
-		} else {
-			for ( i in obj ) {
-				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
-					break;
-				}
-			}
-		}
-
-		return obj;
-	},
-
-	// results is for internal usage only
-	makeArray: function( arr, results ) {
-		var ret = results || [];
-
-		if ( arr != null ) {
-			if ( isArrayLike( Object( arr ) ) ) {
-				jQuery.merge( ret,
-					typeof arr === "string" ?
-						[ arr ] : arr
-				);
-			} else {
-				push.call( ret, arr );
-			}
-		}
-
-		return ret;
-	},
-
-	inArray: function( elem, arr, i ) {
-		return arr == null ? -1 : indexOf.call( arr, elem, i );
-	},
-
-	// Support: Android <=4.0 only, PhantomJS 1 only
-	// push.apply(_, arraylike) throws on ancient WebKit
-	merge: function( first, second ) {
-		var len = +second.length,
-			j = 0,
-			i = first.length;
-
-		for ( ; j < len; j++ ) {
-			first[ i++ ] = second[ j ];
-		}
-
-		first.length = i;
-
-		return first;
-	},
-
-	grep: function( elems, callback, invert ) {
-		var callbackInverse,
-			matches = [],
-			i = 0,
-			length = elems.length,
-			callbackExpect = !invert;
-
-		// Go through the array, only saving the items
-		// that pass the validator function
-		for ( ; i < length; i++ ) {
-			callbackInverse = !callback( elems[ i ], i );
-			if ( callbackInverse !== callbackExpect ) {
-				matches.push( elems[ i ] );
-			}
-		}
-
-		return matches;
-	},
-
-	// arg is for internal usage only
-	map: function( elems, callback, arg ) {
-		var length, value,
-			i = 0,
-			ret = [];
-
-		// Go through the array, translating each of the items to their new values
-		if ( isArrayLike( elems ) ) {
-			length = elems.length;
-			for ( ; i < length; i++ ) {
-				value = callback( elems[ i ], i, arg );
-
-				if ( value != null ) {
-					ret.push( value );
-				}
-			}
-
-		// Go through every key on the object,
-		} else {
-			for ( i in elems ) {
-				value = callback( elems[ i ], i, arg );
-
-				if ( value != null ) {
-					ret.push( value );
-				}
-			}
-		}
-
-		// Flatten any nested arrays
-		return flat( ret );
-	},
-
-	// A global GUID counter for objects
-	guid: 1,
-
-	// jQuery.support is not used in Core but other projects attach their
-	// properties to it so it needs to exist.
-	support: support
-} );
-
-if ( typeof Symbol === "function" ) {
-	jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ];
-}
-
-// Populate the class2type map
-jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ),
-	function( _i, name ) {
-		class2type[ "[object " + name + "]" ] = name.toLowerCase();
-	} );
-
-function isArrayLike( obj ) {
-
-	// Support: real iOS 8.2 only (not reproducible in simulator)
-	// `in` check used to prevent JIT error (gh-2145)
-	// hasOwn isn't used here due to false negatives
-	// regarding Nodelist length in IE
-	var length = !!obj && "length" in obj && obj.length,
-		type = toType( obj );
-
-	if ( isFunction( obj ) || isWindow( obj ) ) {
-		return false;
-	}
-
-	return type === "array" || length === 0 ||
-		typeof length === "number" && length > 0 && ( length - 1 ) in obj;
-}
-var Sizzle =
-/*!
- * Sizzle CSS Selector Engine v2.3.6
- * https://sizzlejs.com/
- *
- * Copyright JS Foundation and other contributors
- * Released under the MIT license
- * https://js.foundation/
- *
- * Date: 2021-02-16
- */
-( function( window ) {
-var i,
-	support,
-	Expr,
-	getText,
-	isXML,
-	tokenize,
-	compile,
-	select,
-	outermostContext,
-	sortInput,
-	hasDuplicate,
-
-	// Local document vars
-	setDocument,
-	document,
-	docElem,
-	documentIsHTML,
-	rbuggyQSA,
-	rbuggyMatches,
-	matches,
-	contains,
-
-	// Instance-specific data
-	expando = "sizzle" + 1 * new Date(),
-	preferredDoc = window.document,
-	dirruns = 0,
-	done = 0,
-	classCache = createCache(),
-	tokenCache = createCache(),
-	compilerCache = createCache(),
-	nonnativeSelectorCache = createCache(),
-	sortOrder = function( a, b ) {
-		if ( a === b ) {
-			hasDuplicate = true;
-		}
-		return 0;
-	},
-
-	// Instance methods
-	hasOwn = ( {} ).hasOwnProperty,
-	arr = [],
-	pop = arr.pop,
-	pushNative = arr.push,
-	push = arr.push,
-	slice = arr.slice,
-
-	// Use a stripped-down indexOf as it's faster than native
-	// https://jsperf.com/thor-indexof-vs-for/5
-	indexOf = function( list, elem ) {
-		var i = 0,
-			len = list.length;
-		for ( ; i < len; i++ ) {
-			if ( list[ i ] === elem ) {
-				return i;
-			}
-		}
-		return -1;
-	},
-
-	booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" +
-		"ismap|loop|multiple|open|readonly|required|scoped",
-
-	// Regular expressions
-
-	// http://www.w3.org/TR/css3-selectors/#whitespace
-	whitespace = "[\\x20\\t\\r\\n\\f]",
-
-	// https://www.w3.org/TR/css-syntax-3/#ident-token-diagram
-	identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace +
-		"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",
-
-	// Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors
-	attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace +
-
-		// Operator (capture 2)
-		"*([*^$|!~]?=)" + whitespace +
-
-		// "Attribute values must be CSS identifiers [capture 5]
-		// or strings [capture 3 or capture 4]"
-		"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" +
-		whitespace + "*\\]",
-
-	pseudos = ":(" + identifier + ")(?:\\((" +
-
-		// To reduce the number of selectors needing tokenize in the preFilter, prefer arguments:
-		// 1. quoted (capture 3; capture 4 or capture 5)
-		"('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" +
-
-		// 2. simple (capture 6)
-		"((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" +
-
-		// 3. anything else (capture 2)
-		".*" +
-		")\\)|)",
-
-	// Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter
-	rwhitespace = new RegExp( whitespace + "+", "g" ),
-	rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" +
-		whitespace + "+$", "g" ),
-
-	rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ),
-	rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace +
-		"*" ),
-	rdescend = new RegExp( whitespace + "|>" ),
-
-	rpseudo = new RegExp( pseudos ),
-	ridentifier = new RegExp( "^" + identifier + "$" ),
-
-	matchExpr = {
-		"ID": new RegExp( "^#(" + identifier + ")" ),
-		"CLASS": new RegExp( "^\\.(" + identifier + ")" ),
-		"TAG": new RegExp( "^(" + identifier + "|[*])" ),
-		"ATTR": new RegExp( "^" + attributes ),
-		"PSEUDO": new RegExp( "^" + pseudos ),
-		"CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" +
-			whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" +
-			whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ),
-		"bool": new RegExp( "^(?:" + booleans + ")$", "i" ),
-
-		// For use in libraries implementing .is()
-		// We use this for POS matching in `select`
-		"needsContext": new RegExp( "^" + whitespace +
-			"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace +
-			"*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" )
-	},
-
-	rhtml = /HTML$/i,
-	rinputs = /^(?:input|select|textarea|button)$/i,
-	rheader = /^h\d$/i,
-
-	rnative = /^[^{]+\{\s*\[native \w/,
-
-	// Easily-parseable/retrievable ID or TAG or CLASS selectors
-	rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,
-
-	rsibling = /[+~]/,
-
-	// CSS escapes
-	// http://www.w3.org/TR/CSS21/syndata.html#escaped-characters
-	runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ),
-	funescape = function( escape, nonHex ) {
-		var high = "0x" + escape.slice( 1 ) - 0x10000;
-
-		return nonHex ?
-
-			// Strip the backslash prefix from a non-hex escape sequence
-			nonHex :
-
-			// Replace a hexadecimal escape sequence with the encoded Unicode code point
-			// Support: IE <=11+
-			// For values outside the Basic Multilingual Plane (BMP), manually construct a
-			// surrogate pair
-			high < 0 ?
-				String.fromCharCode( high + 0x10000 ) :
-				String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 );
-	},
-
-	// CSS string/identifier serialization
-	// https://drafts.csswg.org/cssom/#common-serializing-idioms
-	rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,
-	fcssescape = function( ch, asCodePoint ) {
-		if ( asCodePoint ) {
-
-			// U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER
-			if ( ch === "\0" ) {
-				return "\uFFFD";
-			}
-
-			// Control characters and (dependent upon position) numbers get escaped as code points
-			return ch.slice( 0, -1 ) + "\\" +
-				ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " ";
-		}
-
-		// Other potentially-special ASCII characters get backslash-escaped
-		return "\\" + ch;
-	},
-
-	// Used for iframes
-	// See setDocument()
-	// Removing the function wrapper causes a "Permission Denied"
-	// error in IE
-	unloadHandler = function() {
-		setDocument();
-	},
-
-	inDisabledFieldset = addCombinator(
-		function( elem ) {
-			return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset";
-		},
-		{ dir: "parentNode", next: "legend" }
-	);
-
-// Optimize for push.apply( _, NodeList )
-try {
-	push.apply(
-		( arr = slice.call( preferredDoc.childNodes ) ),
-		preferredDoc.childNodes
-	);
-
-	// Support: Android<4.0
-	// Detect silently failing push.apply
-	// eslint-disable-next-line no-unused-expressions
-	arr[ preferredDoc.childNodes.length ].nodeType;
-} catch ( e ) {
-	push = { apply: arr.length ?
-
-		// Leverage slice if possible
-		function( target, els ) {
-			pushNative.apply( target, slice.call( els ) );
-		} :
-
-		// Support: IE<9
-		// Otherwise append directly
-		function( target, els ) {
-			var j = target.length,
-				i = 0;
-
-			// Can't trust NodeList.length
-			while ( ( target[ j++ ] = els[ i++ ] ) ) {}
-			target.length = j - 1;
-		}
-	};
-}
-
-function Sizzle( selector, context, results, seed ) {
-	var m, i, elem, nid, match, groups, newSelector,
-		newContext = context && context.ownerDocument,
-
-		// nodeType defaults to 9, since context defaults to document
-		nodeType = context ? context.nodeType : 9;
-
-	results = results || [];
-
-	// Return early from calls with invalid selector or context
-	if ( typeof selector !== "string" || !selector ||
-		nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) {
-
-		return results;
-	}
-
-	// Try to shortcut find operations (as opposed to filters) in HTML documents
-	if ( !seed ) {
-		setDocument( context );
-		context = context || document;
-
-		if ( documentIsHTML ) {
-
-			// If the selector is sufficiently simple, try using a "get*By*" DOM method
-			// (excepting DocumentFragment context, where the methods don't exist)
-			if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) {
-
-				// ID selector
-				if ( ( m = match[ 1 ] ) ) {
-
-					// Document context
-					if ( nodeType === 9 ) {
-						if ( ( elem = context.getElementById( m ) ) ) {
-
-							// Support: IE, Opera, Webkit
-							// TODO: identify versions
-							// getElementById can match elements by name instead of ID
-							if ( elem.id === m ) {
-								results.push( elem );
-								return results;
-							}
-						} else {
-							return results;
-						}
-
-					// Element context
-					} else {
-
-						// Support: IE, Opera, Webkit
-						// TODO: identify versions
-						// getElementById can match elements by name instead of ID
-						if ( newContext && ( elem = newContext.getElementById( m ) ) &&
-							contains( context, elem ) &&
-							elem.id === m ) {
-
-							results.push( elem );
-							return results;
-						}
-					}
-
-				// Type selector
-				} else if ( match[ 2 ] ) {
-					push.apply( results, context.getElementsByTagName( selector ) );
-					return results;
-
-				// Class selector
-				} else if ( ( m = match[ 3 ] ) && support.getElementsByClassName &&
-					context.getElementsByClassName ) {
-
-					push.apply( results, context.getElementsByClassName( m ) );
-					return results;
-				}
-			}
-
-			// Take advantage of querySelectorAll
-			if ( support.qsa &&
-				!nonnativeSelectorCache[ selector + " " ] &&
-				( !rbuggyQSA || !rbuggyQSA.test( selector ) ) &&
-
-				// Support: IE 8 only
-				// Exclude object elements
-				( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) {
-
-				newSelector = selector;
-				newContext = context;
-
-				// qSA considers elements outside a scoping root when evaluating child or
-				// descendant combinators, which is not what we want.
-				// In such cases, we work around the behavior by prefixing every selector in the
-				// list with an ID selector referencing the scope context.
-				// The technique has to be used as well when a leading combinator is used
-				// as such selectors are not recognized by querySelectorAll.
-				// Thanks to Andrew Dupont for this technique.
-				if ( nodeType === 1 &&
-					( rdescend.test( selector ) || rcombinators.test( selector ) ) ) {
-
-					// Expand context for sibling selectors
-					newContext = rsibling.test( selector ) && testContext( context.parentNode ) ||
-						context;
-
-					// We can use :scope instead of the ID hack if the browser
-					// supports it & if we're not changing the context.
-					if ( newContext !== context || !support.scope ) {
-
-						// Capture the context ID, setting it first if necessary
-						if ( ( nid = context.getAttribute( "id" ) ) ) {
-							nid = nid.replace( rcssescape, fcssescape );
-						} else {
-							context.setAttribute( "id", ( nid = expando ) );
-						}
-					}
-
-					// Prefix every selector in the list
-					groups = tokenize( selector );
-					i = groups.length;
-					while ( i-- ) {
-						groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " +
-							toSelector( groups[ i ] );
-					}
-					newSelector = groups.join( "," );
-				}
-
-				try {
-					push.apply( results,
-						newContext.querySelectorAll( newSelector )
-					);
-					return results;
-				} catch ( qsaError ) {
-					nonnativeSelectorCache( selector, true );
-				} finally {
-					if ( nid === expando ) {
-						context.removeAttribute( "id" );
-					}
-				}
-			}
-		}
-	}
-
-	// All others
-	return select( selector.replace( rtrim, "$1" ), context, results, seed );
-}
-
-/**
- * Create key-value caches of limited size
- * @returns {function(string, object)} Returns the Object data after storing it on itself with
- *	property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength)
- *	deleting the oldest entry
- */
-function createCache() {
-	var keys = [];
-
-	function cache( key, value ) {
-
-		// Use (key + " ") to avoid collision with native prototype properties (see Issue #157)
-		if ( keys.push( key + " " ) > Expr.cacheLength ) {
-
-			// Only keep the most recent entries
-			delete cache[ keys.shift() ];
-		}
-		return ( cache[ key + " " ] = value );
-	}
-	return cache;
-}
-
-/**
- * Mark a function for special use by Sizzle
- * @param {Function} fn The function to mark
- */
-function markFunction( fn ) {
-	fn[ expando ] = true;
-	return fn;
-}
-
-/**
- * Support testing using an element
- * @param {Function} fn Passed the created element and returns a boolean result
- */
-function assert( fn ) {
-	var el = document.createElement( "fieldset" );
-
-	try {
-		return !!fn( el );
-	} catch ( e ) {
-		return false;
-	} finally {
-
-		// Remove from its parent by default
-		if ( el.parentNode ) {
-			el.parentNode.removeChild( el );
-		}
-
-		// release memory in IE
-		el = null;
-	}
-}
-
-/**
- * Adds the same handler for all of the specified attrs
- * @param {String} attrs Pipe-separated list of attributes
- * @param {Function} handler The method that will be applied
- */
-function addHandle( attrs, handler ) {
-	var arr = attrs.split( "|" ),
-		i = arr.length;
-
-	while ( i-- ) {
-		Expr.attrHandle[ arr[ i ] ] = handler;
-	}
-}
-
-/**
- * Checks document order of two siblings
- * @param {Element} a
- * @param {Element} b
- * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b
- */
-function siblingCheck( a, b ) {
-	var cur = b && a,
-		diff = cur && a.nodeType === 1 && b.nodeType === 1 &&
-			a.sourceIndex - b.sourceIndex;
-
-	// Use IE sourceIndex if available on both nodes
-	if ( diff ) {
-		return diff;
-	}
-
-	// Check if b follows a
-	if ( cur ) {
-		while ( ( cur = cur.nextSibling ) ) {
-			if ( cur === b ) {
-				return -1;
-			}
-		}
-	}
-
-	return a ? 1 : -1;
-}
-
-/**
- * Returns a function to use in pseudos for input types
- * @param {String} type
- */
-function createInputPseudo( type ) {
-	return function( elem ) {
-		var name = elem.nodeName.toLowerCase();
-		return name === "input" && elem.type === type;
-	};
-}
-
-/**
- * Returns a function to use in pseudos for buttons
- * @param {String} type
- */
-function createButtonPseudo( type ) {
-	return function( elem ) {
-		var name = elem.nodeName.toLowerCase();
-		return ( name === "input" || name === "button" ) && elem.type === type;
-	};
-}
-
-/**
- * Returns a function to use in pseudos for :enabled/:disabled
- * @param {Boolean} disabled true for :disabled; false for :enabled
- */
-function createDisabledPseudo( disabled ) {
-
-	// Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable
-	return function( elem ) {
-
-		// Only certain elements can match :enabled or :disabled
-		// https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled
-		// https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled
-		if ( "form" in elem ) {
-
-			// Check for inherited disabledness on relevant non-disabled elements:
-			// * listed form-associated elements in a disabled fieldset
-			//   https://html.spec.whatwg.org/multipage/forms.html#category-listed
-			//   https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled
-			// * option elements in a disabled optgroup
-			//   https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled
-			// All such elements have a "form" property.
-			if ( elem.parentNode && elem.disabled === false ) {
-
-				// Option elements defer to a parent optgroup if present
-				if ( "label" in elem ) {
-					if ( "label" in elem.parentNode ) {
-						return elem.parentNode.disabled === disabled;
-					} else {
-						return elem.disabled === disabled;
-					}
-				}
-
-				// Support: IE 6 - 11
-				// Use the isDisabled shortcut property to check for disabled fieldset ancestors
-				return elem.isDisabled === disabled ||
-
-					// Where there is no isDisabled, check manually
-					/* jshint -W018 */
-					elem.isDisabled !== !disabled &&
-					inDisabledFieldset( elem ) === disabled;
-			}
-
-			return elem.disabled === disabled;
-
-		// Try to winnow out elements that can't be disabled before trusting the disabled property.
-		// Some victims get caught in our net (label, legend, menu, track), but it shouldn't
-		// even exist on them, let alone have a boolean value.
-		} else if ( "label" in elem ) {
-			return elem.disabled === disabled;
-		}
-
-		// Remaining elements are neither :enabled nor :disabled
-		return false;
-	};
-}
-
-/**
- * Returns a function to use in pseudos for positionals
- * @param {Function} fn
- */
-function createPositionalPseudo( fn ) {
-	return markFunction( function( argument ) {
-		argument = +argument;
-		return markFunction( function( seed, matches ) {
-			var j,
-				matchIndexes = fn( [], seed.length, argument ),
-				i = matchIndexes.length;
-
-			// Match elements found at the specified indexes
-			while ( i-- ) {
-				if ( seed[ ( j = matchIndexes[ i ] ) ] ) {
-					seed[ j ] = !( matches[ j ] = seed[ j ] );
-				}
-			}
-		} );
-	} );
-}
-
-/**
- * Checks a node for validity as a Sizzle context
- * @param {Element|Object=} context
- * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value
- */
-function testContext( context ) {
-	return context && typeof context.getElementsByTagName !== "undefined" && context;
-}
-
-// Expose support vars for convenience
-support = Sizzle.support = {};
-
-/**
- * Detects XML nodes
- * @param {Element|Object} elem An element or a document
- * @returns {Boolean} True iff elem is a non-HTML XML node
- */
-isXML = Sizzle.isXML = function( elem ) {
-	var namespace = elem && elem.namespaceURI,
-		docElem = elem && ( elem.ownerDocument || elem ).documentElement;
-
-	// Support: IE <=8
-	// Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
-	// https://bugs.jquery.com/ticket/4833
-	return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" );
-};
-
-/**
- * Sets document-related variables once based on the current document
- * @param {Element|Object} [doc] An element or document object to use to set the document
- * @returns {Object} Returns the current document
- */
-setDocument = Sizzle.setDocument = function( node ) {
-	var hasCompare, subWindow,
-		doc = node ? node.ownerDocument || node : preferredDoc;
-
-	// Return early if doc is invalid or already selected
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) {
-		return document;
-	}
-
-	// Update global variables
-	document = doc;
-	docElem = document.documentElement;
-	documentIsHTML = !isXML( document );
-
-	// Support: IE 9 - 11+, Edge 12 - 18+
-	// Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936)
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( preferredDoc != document &&
-		( subWindow = document.defaultView ) && subWindow.top !== subWindow ) {
-
-		// Support: IE 11, Edge
-		if ( subWindow.addEventListener ) {
-			subWindow.addEventListener( "unload", unloadHandler, false );
-
-		// Support: IE 9 - 10 only
-		} else if ( subWindow.attachEvent ) {
-			subWindow.attachEvent( "onunload", unloadHandler );
-		}
-	}
-
-	// Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only,
-	// Safari 4 - 5 only, Opera <=11.6 - 12.x only
-	// IE/Edge & older browsers don't support the :scope pseudo-class.
-	// Support: Safari 6.0 only
-	// Safari 6.0 supports :scope but it's an alias of :root there.
-	support.scope = assert( function( el ) {
-		docElem.appendChild( el ).appendChild( document.createElement( "div" ) );
-		return typeof el.querySelectorAll !== "undefined" &&
-			!el.querySelectorAll( ":scope fieldset div" ).length;
-	} );
-
-	/* Attributes
-	---------------------------------------------------------------------- */
-
-	// Support: IE<8
-	// Verify that getAttribute really returns attributes and not properties
-	// (excepting IE8 booleans)
-	support.attributes = assert( function( el ) {
-		el.className = "i";
-		return !el.getAttribute( "className" );
-	} );
-
-	/* getElement(s)By*
-	---------------------------------------------------------------------- */
-
-	// Check if getElementsByTagName("*") returns only elements
-	support.getElementsByTagName = assert( function( el ) {
-		el.appendChild( document.createComment( "" ) );
-		return !el.getElementsByTagName( "*" ).length;
-	} );
-
-	// Support: IE<9
-	support.getElementsByClassName = rnative.test( document.getElementsByClassName );
-
-	// Support: IE<10
-	// Check if getElementById returns elements by name
-	// The broken getElementById methods don't pick up programmatically-set names,
-	// so use a roundabout getElementsByName test
-	support.getById = assert( function( el ) {
-		docElem.appendChild( el ).id = expando;
-		return !document.getElementsByName || !document.getElementsByName( expando ).length;
-	} );
-
-	// ID filter and find
-	if ( support.getById ) {
-		Expr.filter[ "ID" ] = function( id ) {
-			var attrId = id.replace( runescape, funescape );
-			return function( elem ) {
-				return elem.getAttribute( "id" ) === attrId;
-			};
-		};
-		Expr.find[ "ID" ] = function( id, context ) {
-			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
-				var elem = context.getElementById( id );
-				return elem ? [ elem ] : [];
-			}
-		};
-	} else {
-		Expr.filter[ "ID" ] =  function( id ) {
-			var attrId = id.replace( runescape, funescape );
-			return function( elem ) {
-				var node = typeof elem.getAttributeNode !== "undefined" &&
-					elem.getAttributeNode( "id" );
-				return node && node.value === attrId;
-			};
-		};
-
-		// Support: IE 6 - 7 only
-		// getElementById is not reliable as a find shortcut
-		Expr.find[ "ID" ] = function( id, context ) {
-			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
-				var node, i, elems,
-					elem = context.getElementById( id );
-
-				if ( elem ) {
-
-					// Verify the id attribute
-					node = elem.getAttributeNode( "id" );
-					if ( node && node.value === id ) {
-						return [ elem ];
-					}
-
-					// Fall back on getElementsByName
-					elems = context.getElementsByName( id );
-					i = 0;
-					while ( ( elem = elems[ i++ ] ) ) {
-						node = elem.getAttributeNode( "id" );
-						if ( node && node.value === id ) {
-							return [ elem ];
-						}
-					}
-				}
-
-				return [];
-			}
-		};
-	}
-
-	// Tag
-	Expr.find[ "TAG" ] = support.getElementsByTagName ?
-		function( tag, context ) {
-			if ( typeof context.getElementsByTagName !== "undefined" ) {
-				return context.getElementsByTagName( tag );
-
-			// DocumentFragment nodes don't have gEBTN
-			} else if ( support.qsa ) {
-				return context.querySelectorAll( tag );
-			}
-		} :
-
-		function( tag, context ) {
-			var elem,
-				tmp = [],
-				i = 0,
-
-				// By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too
-				results = context.getElementsByTagName( tag );
-
-			// Filter out possible comments
-			if ( tag === "*" ) {
-				while ( ( elem = results[ i++ ] ) ) {
-					if ( elem.nodeType === 1 ) {
-						tmp.push( elem );
-					}
-				}
-
-				return tmp;
-			}
-			return results;
-		};
-
-	// Class
-	Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) {
-		if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) {
-			return context.getElementsByClassName( className );
-		}
-	};
-
-	/* QSA/matchesSelector
-	---------------------------------------------------------------------- */
-
-	// QSA and matchesSelector support
-
-	// matchesSelector(:active) reports false when true (IE9/Opera 11.5)
-	rbuggyMatches = [];
-
-	// qSa(:focus) reports false when true (Chrome 21)
-	// We allow this because of a bug in IE8/9 that throws an error
-	// whenever `document.activeElement` is accessed on an iframe
-	// So, we allow :focus to pass through QSA all the time to avoid the IE error
-	// See https://bugs.jquery.com/ticket/13378
-	rbuggyQSA = [];
-
-	if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) {
-
-		// Build QSA regex
-		// Regex strategy adopted from Diego Perini
-		assert( function( el ) {
-
-			var input;
-
-			// Select is set to empty string on purpose
-			// This is to test IE's treatment of not explicitly
-			// setting a boolean content attribute,
-			// since its presence should be enough
-			// https://bugs.jquery.com/ticket/12359
-			docElem.appendChild( el ).innerHTML = "<a id='" + expando + "'></a>" +
-				"<select id='" + expando + "-\r\\' msallowcapture=''>" +
-				"<option selected=''></option></select>";
-
-			// Support: IE8, Opera 11-12.16
-			// Nothing should be selected when empty strings follow ^= or $= or *=
-			// The test attribute must be unknown in Opera but "safe" for WinRT
-			// https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section
-			if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) {
-				rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" );
-			}
-
-			// Support: IE8
-			// Boolean attributes and "value" are not treated correctly
-			if ( !el.querySelectorAll( "[selected]" ).length ) {
-				rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" );
-			}
-
-			// Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+
-			if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) {
-				rbuggyQSA.push( "~=" );
-			}
-
-			// Support: IE 11+, Edge 15 - 18+
-			// IE 11/Edge don't find elements on a `[name='']` query in some cases.
-			// Adding a temporary attribute to the document before the selection works
-			// around the issue.
-			// Interestingly, IE 10 & older don't seem to have the issue.
-			input = document.createElement( "input" );
-			input.setAttribute( "name", "" );
-			el.appendChild( input );
-			if ( !el.querySelectorAll( "[name='']" ).length ) {
-				rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" +
-					whitespace + "*(?:''|\"\")" );
-			}
-
-			// Webkit/Opera - :checked should return selected option elements
-			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
-			// IE8 throws error here and will not see later tests
-			if ( !el.querySelectorAll( ":checked" ).length ) {
-				rbuggyQSA.push( ":checked" );
-			}
-
-			// Support: Safari 8+, iOS 8+
-			// https://bugs.webkit.org/show_bug.cgi?id=136851
-			// In-page `selector#id sibling-combinator selector` fails
-			if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) {
-				rbuggyQSA.push( ".#.+[+~]" );
-			}
-
-			// Support: Firefox <=3.6 - 5 only
-			// Old Firefox doesn't throw on a badly-escaped identifier.
-			el.querySelectorAll( "\\\f" );
-			rbuggyQSA.push( "[\\r\\n\\f]" );
-		} );
-
-		assert( function( el ) {
-			el.innerHTML = "<a href='' disabled='disabled'></a>" +
-				"<select disabled='disabled'><option/></select>";
-
-			// Support: Windows 8 Native Apps
-			// The type and name attributes are restricted during .innerHTML assignment
-			var input = document.createElement( "input" );
-			input.setAttribute( "type", "hidden" );
-			el.appendChild( input ).setAttribute( "name", "D" );
-
-			// Support: IE8
-			// Enforce case-sensitivity of name attribute
-			if ( el.querySelectorAll( "[name=d]" ).length ) {
-				rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" );
-			}
-
-			// FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled)
-			// IE8 throws error here and will not see later tests
-			if ( el.querySelectorAll( ":enabled" ).length !== 2 ) {
-				rbuggyQSA.push( ":enabled", ":disabled" );
-			}
-
-			// Support: IE9-11+
-			// IE's :disabled selector does not pick up the children of disabled fieldsets
-			docElem.appendChild( el ).disabled = true;
-			if ( el.querySelectorAll( ":disabled" ).length !== 2 ) {
-				rbuggyQSA.push( ":enabled", ":disabled" );
-			}
-
-			// Support: Opera 10 - 11 only
-			// Opera 10-11 does not throw on post-comma invalid pseudos
-			el.querySelectorAll( "*,:x" );
-			rbuggyQSA.push( ",.*:" );
-		} );
-	}
-
-	if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches ||
-		docElem.webkitMatchesSelector ||
-		docElem.mozMatchesSelector ||
-		docElem.oMatchesSelector ||
-		docElem.msMatchesSelector ) ) ) ) {
-
-		assert( function( el ) {
-
-			// Check to see if it's possible to do matchesSelector
-			// on a disconnected node (IE 9)
-			support.disconnectedMatch = matches.call( el, "*" );
-
-			// This should fail with an exception
-			// Gecko does not error, returns false instead
-			matches.call( el, "[s!='']:x" );
-			rbuggyMatches.push( "!=", pseudos );
-		} );
-	}
-
-	rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) );
-	rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) );
-
-	/* Contains
-	---------------------------------------------------------------------- */
-	hasCompare = rnative.test( docElem.compareDocumentPosition );
-
-	// Element contains another
-	// Purposefully self-exclusive
-	// As in, an element does not contain itself
-	contains = hasCompare || rnative.test( docElem.contains ) ?
-		function( a, b ) {
-			var adown = a.nodeType === 9 ? a.documentElement : a,
-				bup = b && b.parentNode;
-			return a === bup || !!( bup && bup.nodeType === 1 && (
-				adown.contains ?
-					adown.contains( bup ) :
-					a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16
-			) );
-		} :
-		function( a, b ) {
-			if ( b ) {
-				while ( ( b = b.parentNode ) ) {
-					if ( b === a ) {
-						return true;
-					}
-				}
-			}
-			return false;
-		};
-
-	/* Sorting
-	---------------------------------------------------------------------- */
-
-	// Document order sorting
-	sortOrder = hasCompare ?
-	function( a, b ) {
-
-		// Flag for duplicate removal
-		if ( a === b ) {
-			hasDuplicate = true;
-			return 0;
-		}
-
-		// Sort on method existence if only one input has compareDocumentPosition
-		var compare = !a.compareDocumentPosition - !b.compareDocumentPosition;
-		if ( compare ) {
-			return compare;
-		}
-
-		// Calculate position if both inputs belong to the same document
-		// Support: IE 11+, Edge 17 - 18+
-		// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-		// two documents; shallow comparisons work.
-		// eslint-disable-next-line eqeqeq
-		compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ?
-			a.compareDocumentPosition( b ) :
-
-			// Otherwise we know they are disconnected
-			1;
-
-		// Disconnected nodes
-		if ( compare & 1 ||
-			( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) {
-
-			// Choose the first element that is related to our preferred document
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			// eslint-disable-next-line eqeqeq
-			if ( a == document || a.ownerDocument == preferredDoc &&
-				contains( preferredDoc, a ) ) {
-				return -1;
-			}
-
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			// eslint-disable-next-line eqeqeq
-			if ( b == document || b.ownerDocument == preferredDoc &&
-				contains( preferredDoc, b ) ) {
-				return 1;
-			}
-
-			// Maintain original order
-			return sortInput ?
-				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
-				0;
-		}
-
-		return compare & 4 ? -1 : 1;
-	} :
-	function( a, b ) {
-
-		// Exit early if the nodes are identical
-		if ( a === b ) {
-			hasDuplicate = true;
-			return 0;
-		}
-
-		var cur,
-			i = 0,
-			aup = a.parentNode,
-			bup = b.parentNode,
-			ap = [ a ],
-			bp = [ b ];
-
-		// Parentless nodes are either documents or disconnected
-		if ( !aup || !bup ) {
-
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			/* eslint-disable eqeqeq */
-			return a == document ? -1 :
-				b == document ? 1 :
-				/* eslint-enable eqeqeq */
-				aup ? -1 :
-				bup ? 1 :
-				sortInput ?
-				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
-				0;
-
-		// If the nodes are siblings, we can do a quick check
-		} else if ( aup === bup ) {
-			return siblingCheck( a, b );
-		}
-
-		// Otherwise we need full lists of their ancestors for comparison
-		cur = a;
-		while ( ( cur = cur.parentNode ) ) {
-			ap.unshift( cur );
-		}
-		cur = b;
-		while ( ( cur = cur.parentNode ) ) {
-			bp.unshift( cur );
-		}
-
-		// Walk down the tree looking for a discrepancy
-		while ( ap[ i ] === bp[ i ] ) {
-			i++;
-		}
-
-		return i ?
-
-			// Do a sibling check if the nodes have a common ancestor
-			siblingCheck( ap[ i ], bp[ i ] ) :
-
-			// Otherwise nodes in our document sort first
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			/* eslint-disable eqeqeq */
-			ap[ i ] == preferredDoc ? -1 :
-			bp[ i ] == preferredDoc ? 1 :
-			/* eslint-enable eqeqeq */
-			0;
-	};
-
-	return document;
-};
-
-Sizzle.matches = function( expr, elements ) {
-	return Sizzle( expr, null, null, elements );
-};
-
-Sizzle.matchesSelector = function( elem, expr ) {
-	setDocument( elem );
-
-	if ( support.matchesSelector && documentIsHTML &&
-		!nonnativeSelectorCache[ expr + " " ] &&
-		( !rbuggyMatches || !rbuggyMatches.test( expr ) ) &&
-		( !rbuggyQSA     || !rbuggyQSA.test( expr ) ) ) {
-
-		try {
-			var ret = matches.call( elem, expr );
-
-			// IE 9's matchesSelector returns false on disconnected nodes
-			if ( ret || support.disconnectedMatch ||
-
-				// As well, disconnected nodes are said to be in a document
-				// fragment in IE 9
-				elem.document && elem.document.nodeType !== 11 ) {
-				return ret;
-			}
-		} catch ( e ) {
-			nonnativeSelectorCache( expr, true );
-		}
-	}
-
-	return Sizzle( expr, document, null, [ elem ] ).length > 0;
-};
-
-Sizzle.contains = function( context, elem ) {
-
-	// Set document vars if needed
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( ( context.ownerDocument || context ) != document ) {
-		setDocument( context );
-	}
-	return contains( context, elem );
-};
-
-Sizzle.attr = function( elem, name ) {
-
-	// Set document vars if needed
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( ( elem.ownerDocument || elem ) != document ) {
-		setDocument( elem );
-	}
-
-	var fn = Expr.attrHandle[ name.toLowerCase() ],
-
-		// Don't get fooled by Object.prototype properties (jQuery #13807)
-		val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ?
-			fn( elem, name, !documentIsHTML ) :
-			undefined;
-
-	return val !== undefined ?
-		val :
-		support.attributes || !documentIsHTML ?
-			elem.getAttribute( name ) :
-			( val = elem.getAttributeNode( name ) ) && val.specified ?
-				val.value :
-				null;
-};
-
-Sizzle.escape = function( sel ) {
-	return ( sel + "" ).replace( rcssescape, fcssescape );
-};
-
-Sizzle.error = function( msg ) {
-	throw new Error( "Syntax error, unrecognized expression: " + msg );
-};
-
-/**
- * Document sorting and removing duplicates
- * @param {ArrayLike} results
- */
-Sizzle.uniqueSort = function( results ) {
-	var elem,
-		duplicates = [],
-		j = 0,
-		i = 0;
-
-	// Unless we *know* we can detect duplicates, assume their presence
-	hasDuplicate = !support.detectDuplicates;
-	sortInput = !support.sortStable && results.slice( 0 );
-	results.sort( sortOrder );
-
-	if ( hasDuplicate ) {
-		while ( ( elem = results[ i++ ] ) ) {
-			if ( elem === results[ i ] ) {
-				j = duplicates.push( i );
-			}
-		}
-		while ( j-- ) {
-			results.splice( duplicates[ j ], 1 );
-		}
-	}
-
-	// Clear input after sorting to release objects
-	// See https://github.com/jquery/sizzle/pull/225
-	sortInput = null;
-
-	return results;
-};
-
-/**
- * Utility function for retrieving the text value of an array of DOM nodes
- * @param {Array|Element} elem
- */
-getText = Sizzle.getText = function( elem ) {
-	var node,
-		ret = "",
-		i = 0,
-		nodeType = elem.nodeType;
-
-	if ( !nodeType ) {
-
-		// If no nodeType, this is expected to be an array
-		while ( ( node = elem[ i++ ] ) ) {
-
-			// Do not traverse comment nodes
-			ret += getText( node );
-		}
-	} else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) {
-
-		// Use textContent for elements
-		// innerText usage removed for consistency of new lines (jQuery #11153)
-		if ( typeof elem.textContent === "string" ) {
-			return elem.textContent;
-		} else {
-
-			// Traverse its children
-			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
-				ret += getText( elem );
-			}
-		}
-	} else if ( nodeType === 3 || nodeType === 4 ) {
-		return elem.nodeValue;
-	}
-
-	// Do not include comment or processing instruction nodes
-
-	return ret;
-};
-
-Expr = Sizzle.selectors = {
-
-	// Can be adjusted by the user
-	cacheLength: 50,
-
-	createPseudo: markFunction,
-
-	match: matchExpr,
-
-	attrHandle: {},
-
-	find: {},
-
-	relative: {
-		">": { dir: "parentNode", first: true },
-		" ": { dir: "parentNode" },
-		"+": { dir: "previousSibling", first: true },
-		"~": { dir: "previousSibling" }
-	},
-
-	preFilter: {
-		"ATTR": function( match ) {
-			match[ 1 ] = match[ 1 ].replace( runescape, funescape );
-
-			// Move the given value to match[3] whether quoted or unquoted
-			match[ 3 ] = ( match[ 3 ] || match[ 4 ] ||
-				match[ 5 ] || "" ).replace( runescape, funescape );
-
-			if ( match[ 2 ] === "~=" ) {
-				match[ 3 ] = " " + match[ 3 ] + " ";
-			}
-
-			return match.slice( 0, 4 );
-		},
-
-		"CHILD": function( match ) {
-
-			/* matches from matchExpr["CHILD"]
-				1 type (only|nth|...)
-				2 what (child|of-type)
-				3 argument (even|odd|\d*|\d*n([+-]\d+)?|...)
-				4 xn-component of xn+y argument ([+-]?\d*n|)
-				5 sign of xn-component
-				6 x of xn-component
-				7 sign of y-component
-				8 y of y-component
-			*/
-			match[ 1 ] = match[ 1 ].toLowerCase();
-
-			if ( match[ 1 ].slice( 0, 3 ) === "nth" ) {
-
-				// nth-* requires argument
-				if ( !match[ 3 ] ) {
-					Sizzle.error( match[ 0 ] );
-				}
-
-				// numeric x and y parameters for Expr.filter.CHILD
-				// remember that false/true cast respectively to 0/1
-				match[ 4 ] = +( match[ 4 ] ?
-					match[ 5 ] + ( match[ 6 ] || 1 ) :
-					2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) );
-				match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" );
-
-				// other types prohibit arguments
-			} else if ( match[ 3 ] ) {
-				Sizzle.error( match[ 0 ] );
-			}
-
-			return match;
-		},
-
-		"PSEUDO": function( match ) {
-			var excess,
-				unquoted = !match[ 6 ] && match[ 2 ];
-
-			if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) {
-				return null;
-			}
-
-			// Accept quoted arguments as-is
-			if ( match[ 3 ] ) {
-				match[ 2 ] = match[ 4 ] || match[ 5 ] || "";
-
-			// Strip excess characters from unquoted arguments
-			} else if ( unquoted && rpseudo.test( unquoted ) &&
-
-				// Get excess from tokenize (recursively)
-				( excess = tokenize( unquoted, true ) ) &&
-
-				// advance to the next closing parenthesis
-				( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) {
-
-				// excess is a negative index
-				match[ 0 ] = match[ 0 ].slice( 0, excess );
-				match[ 2 ] = unquoted.slice( 0, excess );
-			}
-
-			// Return only captures needed by the pseudo filter method (type and argument)
-			return match.slice( 0, 3 );
-		}
-	},
-
-	filter: {
-
-		"TAG": function( nodeNameSelector ) {
-			var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase();
-			return nodeNameSelector === "*" ?
-				function() {
-					return true;
-				} :
-				function( elem ) {
-					return elem.nodeName && elem.nodeName.toLowerCase() === nodeName;
-				};
-		},
-
-		"CLASS": function( className ) {
-			var pattern = classCache[ className + " " ];
-
-			return pattern ||
-				( pattern = new RegExp( "(^|" + whitespace +
-					")" + className + "(" + whitespace + "|$)" ) ) && classCache(
-						className, function( elem ) {
-							return pattern.test(
-								typeof elem.className === "string" && elem.className ||
-								typeof elem.getAttribute !== "undefined" &&
-									elem.getAttribute( "class" ) ||
-								""
-							);
-				} );
-		},
-
-		"ATTR": function( name, operator, check ) {
-			return function( elem ) {
-				var result = Sizzle.attr( elem, name );
-
-				if ( result == null ) {
-					return operator === "!=";
-				}
-				if ( !operator ) {
-					return true;
-				}
-
-				result += "";
-
-				/* eslint-disable max-len */
-
-				return operator === "=" ? result === check :
-					operator === "!=" ? result !== check :
-					operator === "^=" ? check && result.indexOf( check ) === 0 :
-					operator === "*=" ? check && result.indexOf( check ) > -1 :
-					operator === "$=" ? check && result.slice( -check.length ) === check :
-					operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 :
-					operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" :
-					false;
-				/* eslint-enable max-len */
-
-			};
-		},
-
-		"CHILD": function( type, what, _argument, first, last ) {
-			var simple = type.slice( 0, 3 ) !== "nth",
-				forward = type.slice( -4 ) !== "last",
-				ofType = what === "of-type";
-
-			return first === 1 && last === 0 ?
-
-				// Shortcut for :nth-*(n)
-				function( elem ) {
-					return !!elem.parentNode;
-				} :
-
-				function( elem, _context, xml ) {
-					var cache, uniqueCache, outerCache, node, nodeIndex, start,
-						dir = simple !== forward ? "nextSibling" : "previousSibling",
-						parent = elem.parentNode,
-						name = ofType && elem.nodeName.toLowerCase(),
-						useCache = !xml && !ofType,
-						diff = false;
-
-					if ( parent ) {
-
-						// :(first|last|only)-(child|of-type)
-						if ( simple ) {
-							while ( dir ) {
-								node = elem;
-								while ( ( node = node[ dir ] ) ) {
-									if ( ofType ?
-										node.nodeName.toLowerCase() === name :
-										node.nodeType === 1 ) {
-
-										return false;
-									}
-								}
-
-								// Reverse direction for :only-* (if we haven't yet done so)
-								start = dir = type === "only" && !start && "nextSibling";
-							}
-							return true;
-						}
-
-						start = [ forward ? parent.firstChild : parent.lastChild ];
-
-						// non-xml :nth-child(...) stores cache data on `parent`
-						if ( forward && useCache ) {
-
-							// Seek `elem` from a previously-cached index
-
-							// ...in a gzip-friendly way
-							node = parent;
-							outerCache = node[ expando ] || ( node[ expando ] = {} );
-
-							// Support: IE <9 only
-							// Defend against cloned attroperties (jQuery gh-1709)
-							uniqueCache = outerCache[ node.uniqueID ] ||
-								( outerCache[ node.uniqueID ] = {} );
-
-							cache = uniqueCache[ type ] || [];
-							nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
-							diff = nodeIndex && cache[ 2 ];
-							node = nodeIndex && parent.childNodes[ nodeIndex ];
-
-							while ( ( node = ++nodeIndex && node && node[ dir ] ||
-
-								// Fallback to seeking `elem` from the start
-								( diff = nodeIndex = 0 ) || start.pop() ) ) {
-
-								// When found, cache indexes on `parent` and break
-								if ( node.nodeType === 1 && ++diff && node === elem ) {
-									uniqueCache[ type ] = [ dirruns, nodeIndex, diff ];
-									break;
-								}
-							}
-
-						} else {
-
-							// Use previously-cached element index if available
-							if ( useCache ) {
-
-								// ...in a gzip-friendly way
-								node = elem;
-								outerCache = node[ expando ] || ( node[ expando ] = {} );
-
-								// Support: IE <9 only
-								// Defend against cloned attroperties (jQuery gh-1709)
-								uniqueCache = outerCache[ node.uniqueID ] ||
-									( outerCache[ node.uniqueID ] = {} );
-
-								cache = uniqueCache[ type ] || [];
-								nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
-								diff = nodeIndex;
-							}
-
-							// xml :nth-child(...)
-							// or :nth-last-child(...) or :nth(-last)?-of-type(...)
-							if ( diff === false ) {
-
-								// Use the same loop as above to seek `elem` from the start
-								while ( ( node = ++nodeIndex && node && node[ dir ] ||
-									( diff = nodeIndex = 0 ) || start.pop() ) ) {
-
-									if ( ( ofType ?
-										node.nodeName.toLowerCase() === name :
-										node.nodeType === 1 ) &&
-										++diff ) {
-
-										// Cache the index of each encountered element
-										if ( useCache ) {
-											outerCache = node[ expando ] ||
-												( node[ expando ] = {} );
-
-											// Support: IE <9 only
-											// Defend against cloned attroperties (jQuery gh-1709)
-											uniqueCache = outerCache[ node.uniqueID ] ||
-												( outerCache[ node.uniqueID ] = {} );
-
-											uniqueCache[ type ] = [ dirruns, diff ];
-										}
-
-										if ( node === elem ) {
-											break;
-										}
-									}
-								}
-							}
-						}
-
-						// Incorporate the offset, then check against cycle size
-						diff -= last;
-						return diff === first || ( diff % first === 0 && diff / first >= 0 );
-					}
-				};
-		},
-
-		"PSEUDO": function( pseudo, argument ) {
-
-			// pseudo-class names are case-insensitive
-			// http://www.w3.org/TR/selectors/#pseudo-classes
-			// Prioritize by case sensitivity in case custom pseudos are added with uppercase letters
-			// Remember that setFilters inherits from pseudos
-			var args,
-				fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] ||
-					Sizzle.error( "unsupported pseudo: " + pseudo );
-
-			// The user may use createPseudo to indicate that
-			// arguments are needed to create the filter function
-			// just as Sizzle does
-			if ( fn[ expando ] ) {
-				return fn( argument );
-			}
-
-			// But maintain support for old signatures
-			if ( fn.length > 1 ) {
-				args = [ pseudo, pseudo, "", argument ];
-				return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ?
-					markFunction( function( seed, matches ) {
-						var idx,
-							matched = fn( seed, argument ),
-							i = matched.length;
-						while ( i-- ) {
-							idx = indexOf( seed, matched[ i ] );
-							seed[ idx ] = !( matches[ idx ] = matched[ i ] );
-						}
-					} ) :
-					function( elem ) {
-						return fn( elem, 0, args );
-					};
-			}
-
-			return fn;
-		}
-	},
-
-	pseudos: {
-
-		// Potentially complex pseudos
-		"not": markFunction( function( selector ) {
-
-			// Trim the selector passed to compile
-			// to avoid treating leading and trailing
-			// spaces as combinators
-			var input = [],
-				results = [],
-				matcher = compile( selector.replace( rtrim, "$1" ) );
-
-			return matcher[ expando ] ?
-				markFunction( function( seed, matches, _context, xml ) {
-					var elem,
-						unmatched = matcher( seed, null, xml, [] ),
-						i = seed.length;
-
-					// Match elements unmatched by `matcher`
-					while ( i-- ) {
-						if ( ( elem = unmatched[ i ] ) ) {
-							seed[ i ] = !( matches[ i ] = elem );
-						}
-					}
-				} ) :
-				function( elem, _context, xml ) {
-					input[ 0 ] = elem;
-					matcher( input, null, xml, results );
-
-					// Don't keep the element (issue #299)
-					input[ 0 ] = null;
-					return !results.pop();
-				};
-		} ),
-
-		"has": markFunction( function( selector ) {
-			return function( elem ) {
-				return Sizzle( selector, elem ).length > 0;
-			};
-		} ),
-
-		"contains": markFunction( function( text ) {
-			text = text.replace( runescape, funescape );
-			return function( elem ) {
-				return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1;
-			};
-		} ),
-
-		// "Whether an element is represented by a :lang() selector
-		// is based solely on the element's language value
-		// being equal to the identifier C,
-		// or beginning with the identifier C immediately followed by "-".
-		// The matching of C against the element's language value is performed case-insensitively.
-		// The identifier C does not have to be a valid language name."
-		// http://www.w3.org/TR/selectors/#lang-pseudo
-		"lang": markFunction( function( lang ) {
-
-			// lang value must be a valid identifier
-			if ( !ridentifier.test( lang || "" ) ) {
-				Sizzle.error( "unsupported lang: " + lang );
-			}
-			lang = lang.replace( runescape, funescape ).toLowerCase();
-			return function( elem ) {
-				var elemLang;
-				do {
-					if ( ( elemLang = documentIsHTML ?
-						elem.lang :
-						elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) {
-
-						elemLang = elemLang.toLowerCase();
-						return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0;
-					}
-				} while ( ( elem = elem.parentNode ) && elem.nodeType === 1 );
-				return false;
-			};
-		} ),
-
-		// Miscellaneous
-		"target": function( elem ) {
-			var hash = window.location && window.location.hash;
-			return hash && hash.slice( 1 ) === elem.id;
-		},
-
-		"root": function( elem ) {
-			return elem === docElem;
-		},
-
-		"focus": function( elem ) {
-			return elem === document.activeElement &&
-				( !document.hasFocus || document.hasFocus() ) &&
-				!!( elem.type || elem.href || ~elem.tabIndex );
-		},
-
-		// Boolean properties
-		"enabled": createDisabledPseudo( false ),
-		"disabled": createDisabledPseudo( true ),
-
-		"checked": function( elem ) {
-
-			// In CSS3, :checked should return both checked and selected elements
-			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
-			var nodeName = elem.nodeName.toLowerCase();
-			return ( nodeName === "input" && !!elem.checked ) ||
-				( nodeName === "option" && !!elem.selected );
-		},
-
-		"selected": function( elem ) {
-
-			// Accessing this property makes selected-by-default
-			// options in Safari work properly
-			if ( elem.parentNode ) {
-				// eslint-disable-next-line no-unused-expressions
-				elem.parentNode.selectedIndex;
-			}
-
-			return elem.selected === true;
-		},
-
-		// Contents
-		"empty": function( elem ) {
-
-			// http://www.w3.org/TR/selectors/#empty-pseudo
-			// :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5),
-			//   but not by others (comment: 8; processing instruction: 7; etc.)
-			// nodeType < 6 works because attributes (2) do not appear as children
-			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
-				if ( elem.nodeType < 6 ) {
-					return false;
-				}
-			}
-			return true;
-		},
-
-		"parent": function( elem ) {
-			return !Expr.pseudos[ "empty" ]( elem );
-		},
-
-		// Element/input types
-		"header": function( elem ) {
-			return rheader.test( elem.nodeName );
-		},
-
-		"input": function( elem ) {
-			return rinputs.test( elem.nodeName );
-		},
-
-		"button": function( elem ) {
-			var name = elem.nodeName.toLowerCase();
-			return name === "input" && elem.type === "button" || name === "button";
-		},
-
-		"text": function( elem ) {
-			var attr;
-			return elem.nodeName.toLowerCase() === "input" &&
-				elem.type === "text" &&
-
-				// Support: IE<8
-				// New HTML5 attribute values (e.g., "search") appear with elem.type === "text"
-				( ( attr = elem.getAttribute( "type" ) ) == null ||
-					attr.toLowerCase() === "text" );
-		},
-
-		// Position-in-collection
-		"first": createPositionalPseudo( function() {
-			return [ 0 ];
-		} ),
-
-		"last": createPositionalPseudo( function( _matchIndexes, length ) {
-			return [ length - 1 ];
-		} ),
-
-		"eq": createPositionalPseudo( function( _matchIndexes, length, argument ) {
-			return [ argument < 0 ? argument + length : argument ];
-		} ),
-
-		"even": createPositionalPseudo( function( matchIndexes, length ) {
-			var i = 0;
-			for ( ; i < length; i += 2 ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} ),
-
-		"odd": createPositionalPseudo( function( matchIndexes, length ) {
-			var i = 1;
-			for ( ; i < length; i += 2 ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} ),
-
-		"lt": createPositionalPseudo( function( matchIndexes, length, argument ) {
-			var i = argument < 0 ?
-				argument + length :
-				argument > length ?
-					length :
-					argument;
-			for ( ; --i >= 0; ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} ),
-
-		"gt": createPositionalPseudo( function( matchIndexes, length, argument ) {
-			var i = argument < 0 ? argument + length : argument;
-			for ( ; ++i < length; ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} )
-	}
-};
-
-Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ];
-
-// Add button/input type pseudos
-for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) {
-	Expr.pseudos[ i ] = createInputPseudo( i );
-}
-for ( i in { submit: true, reset: true } ) {
-	Expr.pseudos[ i ] = createButtonPseudo( i );
-}
-
-// Easy API for creating new setFilters
-function setFilters() {}
-setFilters.prototype = Expr.filters = Expr.pseudos;
-Expr.setFilters = new setFilters();
-
-tokenize = Sizzle.tokenize = function( selector, parseOnly ) {
-	var matched, match, tokens, type,
-		soFar, groups, preFilters,
-		cached = tokenCache[ selector + " " ];
-
-	if ( cached ) {
-		return parseOnly ? 0 : cached.slice( 0 );
-	}
-
-	soFar = selector;
-	groups = [];
-	preFilters = Expr.preFilter;
-
-	while ( soFar ) {
-
-		// Comma and first run
-		if ( !matched || ( match = rcomma.exec( soFar ) ) ) {
-			if ( match ) {
-
-				// Don't consume trailing commas as valid
-				soFar = soFar.slice( match[ 0 ].length ) || soFar;
-			}
-			groups.push( ( tokens = [] ) );
-		}
-
-		matched = false;
-
-		// Combinators
-		if ( ( match = rcombinators.exec( soFar ) ) ) {
-			matched = match.shift();
-			tokens.push( {
-				value: matched,
-
-				// Cast descendant combinators to space
-				type: match[ 0 ].replace( rtrim, " " )
-			} );
-			soFar = soFar.slice( matched.length );
-		}
-
-		// Filters
-		for ( type in Expr.filter ) {
-			if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] ||
-				( match = preFilters[ type ]( match ) ) ) ) {
-				matched = match.shift();
-				tokens.push( {
-					value: matched,
-					type: type,
-					matches: match
-				} );
-				soFar = soFar.slice( matched.length );
-			}
-		}
-
-		if ( !matched ) {
-			break;
-		}
-	}
-
-	// Return the length of the invalid excess
-	// if we're just parsing
-	// Otherwise, throw an error or return tokens
-	return parseOnly ?
-		soFar.length :
-		soFar ?
-			Sizzle.error( selector ) :
-
-			// Cache the tokens
-			tokenCache( selector, groups ).slice( 0 );
-};
-
-function toSelector( tokens ) {
-	var i = 0,
-		len = tokens.length,
-		selector = "";
-	for ( ; i < len; i++ ) {
-		selector += tokens[ i ].value;
-	}
-	return selector;
-}
-
-function addCombinator( matcher, combinator, base ) {
-	var dir = combinator.dir,
-		skip = combinator.next,
-		key = skip || dir,
-		checkNonElements = base && key === "parentNode",
-		doneName = done++;
-
-	return combinator.first ?
-
-		// Check against closest ancestor/preceding element
-		function( elem, context, xml ) {
-			while ( ( elem = elem[ dir ] ) ) {
-				if ( elem.nodeType === 1 || checkNonElements ) {
-					return matcher( elem, context, xml );
-				}
-			}
-			return false;
-		} :
-
-		// Check against all ancestor/preceding elements
-		function( elem, context, xml ) {
-			var oldCache, uniqueCache, outerCache,
-				newCache = [ dirruns, doneName ];
-
-			// We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching
-			if ( xml ) {
-				while ( ( elem = elem[ dir ] ) ) {
-					if ( elem.nodeType === 1 || checkNonElements ) {
-						if ( matcher( elem, context, xml ) ) {
-							return true;
-						}
-					}
-				}
-			} else {
-				while ( ( elem = elem[ dir ] ) ) {
-					if ( elem.nodeType === 1 || checkNonElements ) {
-						outerCache = elem[ expando ] || ( elem[ expando ] = {} );
-
-						// Support: IE <9 only
-						// Defend against cloned attroperties (jQuery gh-1709)
-						uniqueCache = outerCache[ elem.uniqueID ] ||
-							( outerCache[ elem.uniqueID ] = {} );
-
-						if ( skip && skip === elem.nodeName.toLowerCase() ) {
-							elem = elem[ dir ] || elem;
-						} else if ( ( oldCache = uniqueCache[ key ] ) &&
-							oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) {
-
-							// Assign to newCache so results back-propagate to previous elements
-							return ( newCache[ 2 ] = oldCache[ 2 ] );
-						} else {
-
-							// Reuse newcache so results back-propagate to previous elements
-							uniqueCache[ key ] = newCache;
-
-							// A match means we're done; a fail means we have to keep checking
-							if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) {
-								return true;
-							}
-						}
-					}
-				}
-			}
-			return false;
-		};
-}
-
-function elementMatcher( matchers ) {
-	return matchers.length > 1 ?
-		function( elem, context, xml ) {
-			var i = matchers.length;
-			while ( i-- ) {
-				if ( !matchers[ i ]( elem, context, xml ) ) {
-					return false;
-				}
-			}
-			return true;
-		} :
-		matchers[ 0 ];
-}
-
-function multipleContexts( selector, contexts, results ) {
-	var i = 0,
-		len = contexts.length;
-	for ( ; i < len; i++ ) {
-		Sizzle( selector, contexts[ i ], results );
-	}
-	return results;
-}
-
-function condense( unmatched, map, filter, context, xml ) {
-	var elem,
-		newUnmatched = [],
-		i = 0,
-		len = unmatched.length,
-		mapped = map != null;
-
-	for ( ; i < len; i++ ) {
-		if ( ( elem = unmatched[ i ] ) ) {
-			if ( !filter || filter( elem, context, xml ) ) {
-				newUnmatched.push( elem );
-				if ( mapped ) {
-					map.push( i );
-				}
-			}
-		}
-	}
-
-	return newUnmatched;
-}
-
-function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) {
-	if ( postFilter && !postFilter[ expando ] ) {
-		postFilter = setMatcher( postFilter );
-	}
-	if ( postFinder && !postFinder[ expando ] ) {
-		postFinder = setMatcher( postFinder, postSelector );
-	}
-	return markFunction( function( seed, results, context, xml ) {
-		var temp, i, elem,
-			preMap = [],
-			postMap = [],
-			preexisting = results.length,
-
-			// Get initial elements from seed or context
-			elems = seed || multipleContexts(
-				selector || "*",
-				context.nodeType ? [ context ] : context,
-				[]
-			),
-
-			// Prefilter to get matcher input, preserving a map for seed-results synchronization
-			matcherIn = preFilter && ( seed || !selector ) ?
-				condense( elems, preMap, preFilter, context, xml ) :
-				elems,
-
-			matcherOut = matcher ?
-
-				// If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results,
-				postFinder || ( seed ? preFilter : preexisting || postFilter ) ?
-
-					// ...intermediate processing is necessary
-					[] :
-
-					// ...otherwise use results directly
-					results :
-				matcherIn;
-
-		// Find primary matches
-		if ( matcher ) {
-			matcher( matcherIn, matcherOut, context, xml );
-		}
-
-		// Apply postFilter
-		if ( postFilter ) {
-			temp = condense( matcherOut, postMap );
-			postFilter( temp, [], context, xml );
-
-			// Un-match failing elements by moving them back to matcherIn
-			i = temp.length;
-			while ( i-- ) {
-				if ( ( elem = temp[ i ] ) ) {
-					matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem );
-				}
-			}
-		}
-
-		if ( seed ) {
-			if ( postFinder || preFilter ) {
-				if ( postFinder ) {
-
-					// Get the final matcherOut by condensing this intermediate into postFinder contexts
-					temp = [];
-					i = matcherOut.length;
-					while ( i-- ) {
-						if ( ( elem = matcherOut[ i ] ) ) {
-
-							// Restore matcherIn since elem is not yet a final match
-							temp.push( ( matcherIn[ i ] = elem ) );
-						}
-					}
-					postFinder( null, ( matcherOut = [] ), temp, xml );
-				}
-
-				// Move matched elements from seed to results to keep them synchronized
-				i = matcherOut.length;
-				while ( i-- ) {
-					if ( ( elem = matcherOut[ i ] ) &&
-						( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) {
-
-						seed[ temp ] = !( results[ temp ] = elem );
-					}
-				}
-			}
-
-		// Add elements to results, through postFinder if defined
-		} else {
-			matcherOut = condense(
-				matcherOut === results ?
-					matcherOut.splice( preexisting, matcherOut.length ) :
-					matcherOut
-			);
-			if ( postFinder ) {
-				postFinder( null, results, matcherOut, xml );
-			} else {
-				push.apply( results, matcherOut );
-			}
-		}
-	} );
-}
-
-function matcherFromTokens( tokens ) {
-	var checkContext, matcher, j,
-		len = tokens.length,
-		leadingRelative = Expr.relative[ tokens[ 0 ].type ],
-		implicitRelative = leadingRelative || Expr.relative[ " " ],
-		i = leadingRelative ? 1 : 0,
-
-		// The foundational matcher ensures that elements are reachable from top-level context(s)
-		matchContext = addCombinator( function( elem ) {
-			return elem === checkContext;
-		}, implicitRelative, true ),
-		matchAnyContext = addCombinator( function( elem ) {
-			return indexOf( checkContext, elem ) > -1;
-		}, implicitRelative, true ),
-		matchers = [ function( elem, context, xml ) {
-			var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || (
-				( checkContext = context ).nodeType ?
-					matchContext( elem, context, xml ) :
-					matchAnyContext( elem, context, xml ) );
-
-			// Avoid hanging onto element (issue #299)
-			checkContext = null;
-			return ret;
-		} ];
-
-	for ( ; i < len; i++ ) {
-		if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) {
-			matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ];
-		} else {
-			matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches );
-
-			// Return special upon seeing a positional matcher
-			if ( matcher[ expando ] ) {
-
-				// Find the next relative operator (if any) for proper handling
-				j = ++i;
-				for ( ; j < len; j++ ) {
-					if ( Expr.relative[ tokens[ j ].type ] ) {
-						break;
-					}
-				}
-				return setMatcher(
-					i > 1 && elementMatcher( matchers ),
-					i > 1 && toSelector(
-
-					// If the preceding token was a descendant combinator, insert an implicit any-element `*`
-					tokens
-						.slice( 0, i - 1 )
-						.concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } )
-					).replace( rtrim, "$1" ),
-					matcher,
-					i < j && matcherFromTokens( tokens.slice( i, j ) ),
-					j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ),
-					j < len && toSelector( tokens )
-				);
-			}
-			matchers.push( matcher );
-		}
-	}
-
-	return elementMatcher( matchers );
-}
-
-function matcherFromGroupMatchers( elementMatchers, setMatchers ) {
-	var bySet = setMatchers.length > 0,
-		byElement = elementMatchers.length > 0,
-		superMatcher = function( seed, context, xml, results, outermost ) {
-			var elem, j, matcher,
-				matchedCount = 0,
-				i = "0",
-				unmatched = seed && [],
-				setMatched = [],
-				contextBackup = outermostContext,
-
-				// We must always have either seed elements or outermost context
-				elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ),
-
-				// Use integer dirruns iff this is the outermost matcher
-				dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ),
-				len = elems.length;
-
-			if ( outermost ) {
-
-				// Support: IE 11+, Edge 17 - 18+
-				// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-				// two documents; shallow comparisons work.
-				// eslint-disable-next-line eqeqeq
-				outermostContext = context == document || context || outermost;
-			}
-
-			// Add elements passing elementMatchers directly to results
-			// Support: IE<9, Safari
-			// Tolerate NodeList properties (IE: "length"; Safari: <number>) matching elements by id
-			for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) {
-				if ( byElement && elem ) {
-					j = 0;
-
-					// Support: IE 11+, Edge 17 - 18+
-					// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-					// two documents; shallow comparisons work.
-					// eslint-disable-next-line eqeqeq
-					if ( !context && elem.ownerDocument != document ) {
-						setDocument( elem );
-						xml = !documentIsHTML;
-					}
-					while ( ( matcher = elementMatchers[ j++ ] ) ) {
-						if ( matcher( elem, context || document, xml ) ) {
-							results.push( elem );
-							break;
-						}
-					}
-					if ( outermost ) {
-						dirruns = dirrunsUnique;
-					}
-				}
-
-				// Track unmatched elements for set filters
-				if ( bySet ) {
-
-					// They will have gone through all possible matchers
-					if ( ( elem = !matcher && elem ) ) {
-						matchedCount--;
-					}
-
-					// Lengthen the array for every element, matched or not
-					if ( seed ) {
-						unmatched.push( elem );
-					}
-				}
-			}
-
-			// `i` is now the count of elements visited above, and adding it to `matchedCount`
-			// makes the latter nonnegative.
-			matchedCount += i;
-
-			// Apply set filters to unmatched elements
-			// NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount`
-			// equals `i`), unless we didn't visit _any_ elements in the above loop because we have
-			// no element matchers and no seed.
-			// Incrementing an initially-string "0" `i` allows `i` to remain a string only in that
-			// case, which will result in a "00" `matchedCount` that differs from `i` but is also
-			// numerically zero.
-			if ( bySet && i !== matchedCount ) {
-				j = 0;
-				while ( ( matcher = setMatchers[ j++ ] ) ) {
-					matcher( unmatched, setMatched, context, xml );
-				}
-
-				if ( seed ) {
-
-					// Reintegrate element matches to eliminate the need for sorting
-					if ( matchedCount > 0 ) {
-						while ( i-- ) {
-							if ( !( unmatched[ i ] || setMatched[ i ] ) ) {
-								setMatched[ i ] = pop.call( results );
-							}
-						}
-					}
-
-					// Discard index placeholder values to get only actual matches
-					setMatched = condense( setMatched );
-				}
-
-				// Add matches to results
-				push.apply( results, setMatched );
-
-				// Seedless set matches succeeding multiple successful matchers stipulate sorting
-				if ( outermost && !seed && setMatched.length > 0 &&
-					( matchedCount + setMatchers.length ) > 1 ) {
-
-					Sizzle.uniqueSort( results );
-				}
-			}
-
-			// Override manipulation of globals by nested matchers
-			if ( outermost ) {
-				dirruns = dirrunsUnique;
-				outermostContext = contextBackup;
-			}
-
-			return unmatched;
-		};
-
-	return bySet ?
-		markFunction( superMatcher ) :
-		superMatcher;
-}
-
-compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) {
-	var i,
-		setMatchers = [],
-		elementMatchers = [],
-		cached = compilerCache[ selector + " " ];
-
-	if ( !cached ) {
-
-		// Generate a function of recursive functions that can be used to check each element
-		if ( !match ) {
-			match = tokenize( selector );
-		}
-		i = match.length;
-		while ( i-- ) {
-			cached = matcherFromTokens( match[ i ] );
-			if ( cached[ expando ] ) {
-				setMatchers.push( cached );
-			} else {
-				elementMatchers.push( cached );
-			}
-		}
-
-		// Cache the compiled function
-		cached = compilerCache(
-			selector,
-			matcherFromGroupMatchers( elementMatchers, setMatchers )
-		);
-
-		// Save selector and tokenization
-		cached.selector = selector;
-	}
-	return cached;
-};
-
-/**
- * A low-level selection function that works with Sizzle's compiled
- *  selector functions
- * @param {String|Function} selector A selector or a pre-compiled
- *  selector function built with Sizzle.compile
- * @param {Element} context
- * @param {Array} [results]
- * @param {Array} [seed] A set of elements to match against
- */
-select = Sizzle.select = function( selector, context, results, seed ) {
-	var i, tokens, token, type, find,
-		compiled = typeof selector === "function" && selector,
-		match = !seed && tokenize( ( selector = compiled.selector || selector ) );
-
-	results = results || [];
-
-	// Try to minimize operations if there is only one selector in the list and no seed
-	// (the latter of which guarantees us context)
-	if ( match.length === 1 ) {
-
-		// Reduce context if the leading compound selector is an ID
-		tokens = match[ 0 ] = match[ 0 ].slice( 0 );
-		if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" &&
-			context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) {
-
-			context = ( Expr.find[ "ID" ]( token.matches[ 0 ]
-				.replace( runescape, funescape ), context ) || [] )[ 0 ];
-			if ( !context ) {
-				return results;
-
-			// Precompiled matchers will still verify ancestry, so step up a level
-			} else if ( compiled ) {
-				context = context.parentNode;
-			}
-
-			selector = selector.slice( tokens.shift().value.length );
-		}
-
-		// Fetch a seed set for right-to-left matching
-		i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length;
-		while ( i-- ) {
-			token = tokens[ i ];
-
-			// Abort if we hit a combinator
-			if ( Expr.relative[ ( type = token.type ) ] ) {
-				break;
-			}
-			if ( ( find = Expr.find[ type ] ) ) {
-
-				// Search, expanding context for leading sibling combinators
-				if ( ( seed = find(
-					token.matches[ 0 ].replace( runescape, funescape ),
-					rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) ||
-						context
-				) ) ) {
-
-					// If seed is empty or no tokens remain, we can return early
-					tokens.splice( i, 1 );
-					selector = seed.length && toSelector( tokens );
-					if ( !selector ) {
-						push.apply( results, seed );
-						return results;
-					}
-
-					break;
-				}
-			}
-		}
-	}
-
-	// Compile and execute a filtering function if one is not provided
-	// Provide `match` to avoid retokenization if we modified the selector above
-	( compiled || compile( selector, match ) )(
-		seed,
-		context,
-		!documentIsHTML,
-		results,
-		!context || rsibling.test( selector ) && testContext( context.parentNode ) || context
-	);
-	return results;
-};
-
-// One-time assignments
-
-// Sort stability
-support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando;
-
-// Support: Chrome 14-35+
-// Always assume duplicates if they aren't passed to the comparison function
-support.detectDuplicates = !!hasDuplicate;
-
-// Initialize against the default document
-setDocument();
-
-// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27)
-// Detached nodes confoundingly follow *each other*
-support.sortDetached = assert( function( el ) {
-
-	// Should return 1, but returns 4 (following)
-	return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1;
-} );
-
-// Support: IE<8
-// Prevent attribute/property "interpolation"
-// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx
-if ( !assert( function( el ) {
-	el.innerHTML = "<a href='#'></a>";
-	return el.firstChild.getAttribute( "href" ) === "#";
-} ) ) {
-	addHandle( "type|href|height|width", function( elem, name, isXML ) {
-		if ( !isXML ) {
-			return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 );
-		}
-	} );
-}
-
-// Support: IE<9
-// Use defaultValue in place of getAttribute("value")
-if ( !support.attributes || !assert( function( el ) {
-	el.innerHTML = "<input/>";
-	el.firstChild.setAttribute( "value", "" );
-	return el.firstChild.getAttribute( "value" ) === "";
-} ) ) {
-	addHandle( "value", function( elem, _name, isXML ) {
-		if ( !isXML && elem.nodeName.toLowerCase() === "input" ) {
-			return elem.defaultValue;
-		}
-	} );
-}
-
-// Support: IE<9
-// Use getAttributeNode to fetch booleans when getAttribute lies
-if ( !assert( function( el ) {
-	return el.getAttribute( "disabled" ) == null;
-} ) ) {
-	addHandle( booleans, function( elem, name, isXML ) {
-		var val;
-		if ( !isXML ) {
-			return elem[ name ] === true ? name.toLowerCase() :
-				( val = elem.getAttributeNode( name ) ) && val.specified ?
-					val.value :
-					null;
-		}
-	} );
-}
-
-return Sizzle;
-
-} )( window );
-
-
-
-jQuery.find = Sizzle;
-jQuery.expr = Sizzle.selectors;
-
-// Deprecated
-jQuery.expr[ ":" ] = jQuery.expr.pseudos;
-jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort;
-jQuery.text = Sizzle.getText;
-jQuery.isXMLDoc = Sizzle.isXML;
-jQuery.contains = Sizzle.contains;
-jQuery.escapeSelector = Sizzle.escape;
-
-
-
-
-var dir = function( elem, dir, until ) {
-	var matched = [],
-		truncate = until !== undefined;
-
-	while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) {
-		if ( elem.nodeType === 1 ) {
-			if ( truncate && jQuery( elem ).is( until ) ) {
-				break;
-			}
-			matched.push( elem );
-		}
-	}
-	return matched;
-};
-
-
-var siblings = function( n, elem ) {
-	var matched = [];
-
-	for ( ; n; n = n.nextSibling ) {
-		if ( n.nodeType === 1 && n !== elem ) {
-			matched.push( n );
-		}
-	}
-
-	return matched;
-};
-
-
-var rneedsContext = jQuery.expr.match.needsContext;
-
-
-
-function nodeName( elem, name ) {
-
-	return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
-
-}
-var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
-
-
-
-// Implement the identical functionality for filter and not
-function winnow( elements, qualifier, not ) {
-	if ( isFunction( qualifier ) ) {
-		return jQuery.grep( elements, function( elem, i ) {
-			return !!qualifier.call( elem, i, elem ) !== not;
-		} );
-	}
-
-	// Single element
-	if ( qualifier.nodeType ) {
-		return jQuery.grep( elements, function( elem ) {
-			return ( elem === qualifier ) !== not;
-		} );
-	}
-
-	// Arraylike of elements (jQuery, arguments, Array)
-	if ( typeof qualifier !== "string" ) {
-		return jQuery.grep( elements, function( elem ) {
-			return ( indexOf.call( qualifier, elem ) > -1 ) !== not;
-		} );
-	}
-
-	// Filtered directly for both simple and complex selectors
-	return jQuery.filter( qualifier, elements, not );
-}
-
-jQuery.filter = function( expr, elems, not ) {
-	var elem = elems[ 0 ];
-
-	if ( not ) {
-		expr = ":not(" + expr + ")";
-	}
-
-	if ( elems.length === 1 && elem.nodeType === 1 ) {
-		return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [];
-	}
-
-	return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) {
-		return elem.nodeType === 1;
-	} ) );
-};
-
-jQuery.fn.extend( {
-	find: function( selector ) {
-		var i, ret,
-			len = this.length,
-			self = this;
-
-		if ( typeof selector !== "string" ) {
-			return this.pushStack( jQuery( selector ).filter( function() {
-				for ( i = 0; i < len; i++ ) {
-					if ( jQuery.contains( self[ i ], this ) ) {
-						return true;
-					}
-				}
-			} ) );
-		}
-
-		ret = this.pushStack( [] );
-
-		for ( i = 0; i < len; i++ ) {
-			jQuery.find( selector, self[ i ], ret );
-		}
-
-		return len > 1 ? jQuery.uniqueSort( ret ) : ret;
-	},
-	filter: function( selector ) {
-		return this.pushStack( winnow( this, selector || [], false ) );
-	},
-	not: function( selector ) {
-		return this.pushStack( winnow( this, selector || [], true ) );
-	},
-	is: function( selector ) {
-		return !!winnow(
-			this,
-
-			// If this is a positional/relative selector, check membership in the returned set
-			// so $("p:first").is("p:last") won't return true for a doc with two "p".
-			typeof selector === "string" && rneedsContext.test( selector ) ?
-				jQuery( selector ) :
-				selector || [],
-			false
-		).length;
-	}
-} );
-
-
-// Initialize a jQuery object
-
-
-// A central reference to the root jQuery(document)
-var rootjQuery,
-
-	// A simple way to check for HTML strings
-	// Prioritize #id over <tag> to avoid XSS via location.hash (#9521)
-	// Strict HTML recognition (#11290: must start with <)
-	// Shortcut simple #id case for speed
-	rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/,
-
-	init = jQuery.fn.init = function( selector, context, root ) {
-		var match, elem;
-
-		// HANDLE: $(""), $(null), $(undefined), $(false)
-		if ( !selector ) {
-			return this;
-		}
-
-		// Method init() accepts an alternate rootjQuery
-		// so migrate can support jQuery.sub (gh-2101)
-		root = root || rootjQuery;
-
-		// Handle HTML strings
-		if ( typeof selector === "string" ) {
-			if ( selector[ 0 ] === "<" &&
-				selector[ selector.length - 1 ] === ">" &&
-				selector.length >= 3 ) {
-
-				// Assume that strings that start and end with <> are HTML and skip the regex check
-				match = [ null, selector, null ];
-
-			} else {
-				match = rquickExpr.exec( selector );
-			}
-
-			// Match html or make sure no context is specified for #id
-			if ( match && ( match[ 1 ] || !context ) ) {
-
-				// HANDLE: $(html) -> $(array)
-				if ( match[ 1 ] ) {
-					context = context instanceof jQuery ? context[ 0 ] : context;
-
-					// Option to run scripts is true for back-compat
-					// Intentionally let the error be thrown if parseHTML is not present
-					jQuery.merge( this, jQuery.parseHTML(
-						match[ 1 ],
-						context && context.nodeType ? context.ownerDocument || context : document,
-						true
-					) );
-
-					// HANDLE: $(html, props)
-					if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) {
-						for ( match in context ) {
-
-							// Properties of context are called as methods if possible
-							if ( isFunction( this[ match ] ) ) {
-								this[ match ]( context[ match ] );
-
-							// ...and otherwise set as attributes
-							} else {
-								this.attr( match, context[ match ] );
-							}
-						}
-					}
-
-					return this;
-
-				// HANDLE: $(#id)
-				} else {
-					elem = document.getElementById( match[ 2 ] );
-
-					if ( elem ) {
-
-						// Inject the element directly into the jQuery object
-						this[ 0 ] = elem;
-						this.length = 1;
-					}
-					return this;
-				}
-
-			// HANDLE: $(expr, $(...))
-			} else if ( !context || context.jquery ) {
-				return ( context || root ).find( selector );
-
-			// HANDLE: $(expr, context)
-			// (which is just equivalent to: $(context).find(expr)
-			} else {
-				return this.constructor( context ).find( selector );
-			}
-
-		// HANDLE: $(DOMElement)
-		} else if ( selector.nodeType ) {
-			this[ 0 ] = selector;
-			this.length = 1;
-			return this;
-
-		// HANDLE: $(function)
-		// Shortcut for document ready
-		} else if ( isFunction( selector ) ) {
-			return root.ready !== undefined ?
-				root.ready( selector ) :
-
-				// Execute immediately if ready is not present
-				selector( jQuery );
-		}
-
-		return jQuery.makeArray( selector, this );
-	};
-
-// Give the init function the jQuery prototype for later instantiation
-init.prototype = jQuery.fn;
-
-// Initialize central reference
-rootjQuery = jQuery( document );
-
-
-var rparentsprev = /^(?:parents|prev(?:Until|All))/,
-
-	// Methods guaranteed to produce a unique set when starting from a unique set
-	guaranteedUnique = {
-		children: true,
-		contents: true,
-		next: true,
-		prev: true
-	};
-
-jQuery.fn.extend( {
-	has: function( target ) {
-		var targets = jQuery( target, this ),
-			l = targets.length;
-
-		return this.filter( function() {
-			var i = 0;
-			for ( ; i < l; i++ ) {
-				if ( jQuery.contains( this, targets[ i ] ) ) {
-					return true;
-				}
-			}
-		} );
-	},
-
-	closest: function( selectors, context ) {
-		var cur,
-			i = 0,
-			l = this.length,
-			matched = [],
-			targets = typeof selectors !== "string" && jQuery( selectors );
-
-		// Positional selectors never match, since there's no _selection_ context
-		if ( !rneedsContext.test( selectors ) ) {
-			for ( ; i < l; i++ ) {
-				for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) {
-
-					// Always skip document fragments
-					if ( cur.nodeType < 11 && ( targets ?
-						targets.index( cur ) > -1 :
-
-						// Don't pass non-elements to Sizzle
-						cur.nodeType === 1 &&
-							jQuery.find.matchesSelector( cur, selectors ) ) ) {
-
-						matched.push( cur );
-						break;
-					}
-				}
-			}
-		}
-
-		return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched );
-	},
-
-	// Determine the position of an element within the set
-	index: function( elem ) {
-
-		// No argument, return index in parent
-		if ( !elem ) {
-			return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1;
-		}
-
-		// Index in selector
-		if ( typeof elem === "string" ) {
-			return indexOf.call( jQuery( elem ), this[ 0 ] );
-		}
-
-		// Locate the position of the desired element
-		return indexOf.call( this,
-
-			// If it receives a jQuery object, the first element is used
-			elem.jquery ? elem[ 0 ] : elem
-		);
-	},
-
-	add: function( selector, context ) {
-		return this.pushStack(
-			jQuery.uniqueSort(
-				jQuery.merge( this.get(), jQuery( selector, context ) )
-			)
-		);
-	},
-
-	addBack: function( selector ) {
-		return this.add( selector == null ?
-			this.prevObject : this.prevObject.filter( selector )
-		);
-	}
-} );
-
-function sibling( cur, dir ) {
-	while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {}
-	return cur;
-}
-
-jQuery.each( {
-	parent: function( elem ) {
-		var parent = elem.parentNode;
-		return parent && parent.nodeType !== 11 ? parent : null;
-	},
-	parents: function( elem ) {
-		return dir( elem, "parentNode" );
-	},
-	parentsUntil: function( elem, _i, until ) {
-		return dir( elem, "parentNode", until );
-	},
-	next: function( elem ) {
-		return sibling( elem, "nextSibling" );
-	},
-	prev: function( elem ) {
-		return sibling( elem, "previousSibling" );
-	},
-	nextAll: function( elem ) {
-		return dir( elem, "nextSibling" );
-	},
-	prevAll: function( elem ) {
-		return dir( elem, "previousSibling" );
-	},
-	nextUntil: function( elem, _i, until ) {
-		return dir( elem, "nextSibling", until );
-	},
-	prevUntil: function( elem, _i, until ) {
-		return dir( elem, "previousSibling", until );
-	},
-	siblings: function( elem ) {
-		return siblings( ( elem.parentNode || {} ).firstChild, elem );
-	},
-	children: function( elem ) {
-		return siblings( elem.firstChild );
-	},
-	contents: function( elem ) {
-		if ( elem.contentDocument != null &&
-
-			// Support: IE 11+
-			// <object> elements with no `data` attribute has an object
-			// `contentDocument` with a `null` prototype.
-			getProto( elem.contentDocument ) ) {
-
-			return elem.contentDocument;
-		}
-
-		// Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only
-		// Treat the template element as a regular one in browsers that
-		// don't support it.
-		if ( nodeName( elem, "template" ) ) {
-			elem = elem.content || elem;
-		}
-
-		return jQuery.merge( [], elem.childNodes );
-	}
-}, function( name, fn ) {
-	jQuery.fn[ name ] = function( until, selector ) {
-		var matched = jQuery.map( this, fn, until );
-
-		if ( name.slice( -5 ) !== "Until" ) {
-			selector = until;
-		}
-
-		if ( selector && typeof selector === "string" ) {
-			matched = jQuery.filter( selector, matched );
-		}
-
-		if ( this.length > 1 ) {
-
-			// Remove duplicates
-			if ( !guaranteedUnique[ name ] ) {
-				jQuery.uniqueSort( matched );
-			}
-
-			// Reverse order for parents* and prev-derivatives
-			if ( rparentsprev.test( name ) ) {
-				matched.reverse();
-			}
-		}
-
-		return this.pushStack( matched );
-	};
-} );
-var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g );
-
-
-
-// Convert String-formatted options into Object-formatted ones
-function createOptions( options ) {
-	var object = {};
-	jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) {
-		object[ flag ] = true;
-	} );
-	return object;
-}
-
-/*
- * Create a callback list using the following parameters:
- *
- *	options: an optional list of space-separated options that will change how
- *			the callback list behaves or a more traditional option object
- *
- * By default a callback list will act like an event callback list and can be
- * "fired" multiple times.
- *
- * Possible options:
- *
- *	once:			will ensure the callback list can only be fired once (like a Deferred)
- *
- *	memory:			will keep track of previous values and will call any callback added
- *					after the list has been fired right away with the latest "memorized"
- *					values (like a Deferred)
- *
- *	unique:			will ensure a callback can only be added once (no duplicate in the list)
- *
- *	stopOnFalse:	interrupt callings when a callback returns false
- *
- */
-jQuery.Callbacks = function( options ) {
-
-	// Convert options from String-formatted to Object-formatted if needed
-	// (we check in cache first)
-	options = typeof options === "string" ?
-		createOptions( options ) :
-		jQuery.extend( {}, options );
-
-	var // Flag to know if list is currently firing
-		firing,
-
-		// Last fire value for non-forgettable lists
-		memory,
-
-		// Flag to know if list was already fired
-		fired,
-
-		// Flag to prevent firing
-		locked,
-
-		// Actual callback list
-		list = [],
-
-		// Queue of execution data for repeatable lists
-		queue = [],
-
-		// Index of currently firing callback (modified by add/remove as needed)
-		firingIndex = -1,
-
-		// Fire callbacks
-		fire = function() {
-
-			// Enforce single-firing
-			locked = locked || options.once;
-
-			// Execute callbacks for all pending executions,
-			// respecting firingIndex overrides and runtime changes
-			fired = firing = true;
-			for ( ; queue.length; firingIndex = -1 ) {
-				memory = queue.shift();
-				while ( ++firingIndex < list.length ) {
-
-					// Run callback and check for early termination
-					if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false &&
-						options.stopOnFalse ) {
-
-						// Jump to end and forget the data so .add doesn't re-fire
-						firingIndex = list.length;
-						memory = false;
-					}
-				}
-			}
-
-			// Forget the data if we're done with it
-			if ( !options.memory ) {
-				memory = false;
-			}
-
-			firing = false;
-
-			// Clean up if we're done firing for good
-			if ( locked ) {
-
-				// Keep an empty list if we have data for future add calls
-				if ( memory ) {
-					list = [];
-
-				// Otherwise, this object is spent
-				} else {
-					list = "";
-				}
-			}
-		},
-
-		// Actual Callbacks object
-		self = {
-
-			// Add a callback or a collection of callbacks to the list
-			add: function() {
-				if ( list ) {
-
-					// If we have memory from a past run, we should fire after adding
-					if ( memory && !firing ) {
-						firingIndex = list.length - 1;
-						queue.push( memory );
-					}
-
-					( function add( args ) {
-						jQuery.each( args, function( _, arg ) {
-							if ( isFunction( arg ) ) {
-								if ( !options.unique || !self.has( arg ) ) {
-									list.push( arg );
-								}
-							} else if ( arg && arg.length && toType( arg ) !== "string" ) {
-
-								// Inspect recursively
-								add( arg );
-							}
-						} );
-					} )( arguments );
-
-					if ( memory && !firing ) {
-						fire();
-					}
-				}
-				return this;
-			},
-
-			// Remove a callback from the list
-			remove: function() {
-				jQuery.each( arguments, function( _, arg ) {
-					var index;
-					while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) {
-						list.splice( index, 1 );
-
-						// Handle firing indexes
-						if ( index <= firingIndex ) {
-							firingIndex--;
-						}
-					}
-				} );
-				return this;
-			},
-
-			// Check if a given callback is in the list.
-			// If no argument is given, return whether or not list has callbacks attached.
-			has: function( fn ) {
-				return fn ?
-					jQuery.inArray( fn, list ) > -1 :
-					list.length > 0;
-			},
-
-			// Remove all callbacks from the list
-			empty: function() {
-				if ( list ) {
-					list = [];
-				}
-				return this;
-			},
-
-			// Disable .fire and .add
-			// Abort any current/pending executions
-			// Clear all callbacks and values
-			disable: function() {
-				locked = queue = [];
-				list = memory = "";
-				return this;
-			},
-			disabled: function() {
-				return !list;
-			},
-
-			// Disable .fire
-			// Also disable .add unless we have memory (since it would have no effect)
-			// Abort any pending executions
-			lock: function() {
-				locked = queue = [];
-				if ( !memory && !firing ) {
-					list = memory = "";
-				}
-				return this;
-			},
-			locked: function() {
-				return !!locked;
-			},
-
-			// Call all callbacks with the given context and arguments
-			fireWith: function( context, args ) {
-				if ( !locked ) {
-					args = args || [];
-					args = [ context, args.slice ? args.slice() : args ];
-					queue.push( args );
-					if ( !firing ) {
-						fire();
-					}
-				}
-				return this;
-			},
-
-			// Call all the callbacks with the given arguments
-			fire: function() {
-				self.fireWith( this, arguments );
-				return this;
-			},
-
-			// To know if the callbacks have already been called at least once
-			fired: function() {
-				return !!fired;
-			}
-		};
-
-	return self;
-};
-
-
-function Identity( v ) {
-	return v;
-}
-function Thrower( ex ) {
-	throw ex;
-}
-
-function adoptValue( value, resolve, reject, noValue ) {
-	var method;
-
-	try {
-
-		// Check for promise aspect first to privilege synchronous behavior
-		if ( value && isFunction( ( method = value.promise ) ) ) {
-			method.call( value ).done( resolve ).fail( reject );
-
-		// Other thenables
-		} else if ( value && isFunction( ( method = value.then ) ) ) {
-			method.call( value, resolve, reject );
-
-		// Other non-thenables
-		} else {
-
-			// Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer:
-			// * false: [ value ].slice( 0 ) => resolve( value )
-			// * true: [ value ].slice( 1 ) => resolve()
-			resolve.apply( undefined, [ value ].slice( noValue ) );
-		}
-
-	// For Promises/A+, convert exceptions into rejections
-	// Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in
-	// Deferred#then to conditionally suppress rejection.
-	} catch ( value ) {
-
-		// Support: Android 4.0 only
-		// Strict mode functions invoked without .call/.apply get global-object context
-		reject.apply( undefined, [ value ] );
-	}
-}
-
-jQuery.extend( {
-
-	Deferred: function( func ) {
-		var tuples = [
-
-				// action, add listener, callbacks,
-				// ... .then handlers, argument index, [final state]
-				[ "notify", "progress", jQuery.Callbacks( "memory" ),
-					jQuery.Callbacks( "memory" ), 2 ],
-				[ "resolve", "done", jQuery.Callbacks( "once memory" ),
-					jQuery.Callbacks( "once memory" ), 0, "resolved" ],
-				[ "reject", "fail", jQuery.Callbacks( "once memory" ),
-					jQuery.Callbacks( "once memory" ), 1, "rejected" ]
-			],
-			state = "pending",
-			promise = {
-				state: function() {
-					return state;
-				},
-				always: function() {
-					deferred.done( arguments ).fail( arguments );
-					return this;
-				},
-				"catch": function( fn ) {
-					return promise.then( null, fn );
-				},
-
-				// Keep pipe for back-compat
-				pipe: function( /* fnDone, fnFail, fnProgress */ ) {
-					var fns = arguments;
-
-					return jQuery.Deferred( function( newDefer ) {
-						jQuery.each( tuples, function( _i, tuple ) {
-
-							// Map tuples (progress, done, fail) to arguments (done, fail, progress)
-							var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ];
-
-							// deferred.progress(function() { bind to newDefer or newDefer.notify })
-							// deferred.done(function() { bind to newDefer or newDefer.resolve })
-							// deferred.fail(function() { bind to newDefer or newDefer.reject })
-							deferred[ tuple[ 1 ] ]( function() {
-								var returned = fn && fn.apply( this, arguments );
-								if ( returned && isFunction( returned.promise ) ) {
-									returned.promise()
-										.progress( newDefer.notify )
-										.done( newDefer.resolve )
-										.fail( newDefer.reject );
-								} else {
-									newDefer[ tuple[ 0 ] + "With" ](
-										this,
-										fn ? [ returned ] : arguments
-									);
-								}
-							} );
-						} );
-						fns = null;
-					} ).promise();
-				},
-				then: function( onFulfilled, onRejected, onProgress ) {
-					var maxDepth = 0;
-					function resolve( depth, deferred, handler, special ) {
-						return function() {
-							var that = this,
-								args = arguments,
-								mightThrow = function() {
-									var returned, then;
-
-									// Support: Promises/A+ section 2.3.3.3.3
-									// https://promisesaplus.com/#point-59
-									// Ignore double-resolution attempts
-									if ( depth < maxDepth ) {
-										return;
-									}
-
-									returned = handler.apply( that, args );
-
-									// Support: Promises/A+ section 2.3.1
-									// https://promisesaplus.com/#point-48
-									if ( returned === deferred.promise() ) {
-										throw new TypeError( "Thenable self-resolution" );
-									}
-
-									// Support: Promises/A+ sections 2.3.3.1, 3.5
-									// https://promisesaplus.com/#point-54
-									// https://promisesaplus.com/#point-75
-									// Retrieve `then` only once
-									then = returned &&
-
-										// Support: Promises/A+ section 2.3.4
-										// https://promisesaplus.com/#point-64
-										// Only check objects and functions for thenability
-										( typeof returned === "object" ||
-											typeof returned === "function" ) &&
-										returned.then;
-
-									// Handle a returned thenable
-									if ( isFunction( then ) ) {
-
-										// Special processors (notify) just wait for resolution
-										if ( special ) {
-											then.call(
-												returned,
-												resolve( maxDepth, deferred, Identity, special ),
-												resolve( maxDepth, deferred, Thrower, special )
-											);
-
-										// Normal processors (resolve) also hook into progress
-										} else {
-
-											// ...and disregard older resolution values
-											maxDepth++;
-
-											then.call(
-												returned,
-												resolve( maxDepth, deferred, Identity, special ),
-												resolve( maxDepth, deferred, Thrower, special ),
-												resolve( maxDepth, deferred, Identity,
-													deferred.notifyWith )
-											);
-										}
-
-									// Handle all other returned values
-									} else {
-
-										// Only substitute handlers pass on context
-										// and multiple values (non-spec behavior)
-										if ( handler !== Identity ) {
-											that = undefined;
-											args = [ returned ];
-										}
-
-										// Process the value(s)
-										// Default process is resolve
-										( special || deferred.resolveWith )( that, args );
-									}
-								},
-
-								// Only normal processors (resolve) catch and reject exceptions
-								process = special ?
-									mightThrow :
-									function() {
-										try {
-											mightThrow();
-										} catch ( e ) {
-
-											if ( jQuery.Deferred.exceptionHook ) {
-												jQuery.Deferred.exceptionHook( e,
-													process.stackTrace );
-											}
-
-											// Support: Promises/A+ section 2.3.3.3.4.1
-											// https://promisesaplus.com/#point-61
-											// Ignore post-resolution exceptions
-											if ( depth + 1 >= maxDepth ) {
-
-												// Only substitute handlers pass on context
-												// and multiple values (non-spec behavior)
-												if ( handler !== Thrower ) {
-													that = undefined;
-													args = [ e ];
-												}
-
-												deferred.rejectWith( that, args );
-											}
-										}
-									};
-
-							// Support: Promises/A+ section 2.3.3.3.1
-							// https://promisesaplus.com/#point-57
-							// Re-resolve promises immediately to dodge false rejection from
-							// subsequent errors
-							if ( depth ) {
-								process();
-							} else {
-
-								// Call an optional hook to record the stack, in case of exception
-								// since it's otherwise lost when execution goes async
-								if ( jQuery.Deferred.getStackHook ) {
-									process.stackTrace = jQuery.Deferred.getStackHook();
-								}
-								window.setTimeout( process );
-							}
-						};
-					}
-
-					return jQuery.Deferred( function( newDefer ) {
-
-						// progress_handlers.add( ... )
-						tuples[ 0 ][ 3 ].add(
-							resolve(
-								0,
-								newDefer,
-								isFunction( onProgress ) ?
-									onProgress :
-									Identity,
-								newDefer.notifyWith
-							)
-						);
-
-						// fulfilled_handlers.add( ... )
-						tuples[ 1 ][ 3 ].add(
-							resolve(
-								0,
-								newDefer,
-								isFunction( onFulfilled ) ?
-									onFulfilled :
-									Identity
-							)
-						);
-
-						// rejected_handlers.add( ... )
-						tuples[ 2 ][ 3 ].add(
-							resolve(
-								0,
-								newDefer,
-								isFunction( onRejected ) ?
-									onRejected :
-									Thrower
-							)
-						);
-					} ).promise();
-				},
-
-				// Get a promise for this deferred
-				// If obj is provided, the promise aspect is added to the object
-				promise: function( obj ) {
-					return obj != null ? jQuery.extend( obj, promise ) : promise;
-				}
-			},
-			deferred = {};
-
-		// Add list-specific methods
-		jQuery.each( tuples, function( i, tuple ) {
-			var list = tuple[ 2 ],
-				stateString = tuple[ 5 ];
-
-			// promise.progress = list.add
-			// promise.done = list.add
-			// promise.fail = list.add
-			promise[ tuple[ 1 ] ] = list.add;
-
-			// Handle state
-			if ( stateString ) {
-				list.add(
-					function() {
-
-						// state = "resolved" (i.e., fulfilled)
-						// state = "rejected"
-						state = stateString;
-					},
-
-					// rejected_callbacks.disable
-					// fulfilled_callbacks.disable
-					tuples[ 3 - i ][ 2 ].disable,
-
-					// rejected_handlers.disable
-					// fulfilled_handlers.disable
-					tuples[ 3 - i ][ 3 ].disable,
-
-					// progress_callbacks.lock
-					tuples[ 0 ][ 2 ].lock,
-
-					// progress_handlers.lock
-					tuples[ 0 ][ 3 ].lock
-				);
-			}
-
-			// progress_handlers.fire
-			// fulfilled_handlers.fire
-			// rejected_handlers.fire
-			list.add( tuple[ 3 ].fire );
-
-			// deferred.notify = function() { deferred.notifyWith(...) }
-			// deferred.resolve = function() { deferred.resolveWith(...) }
-			// deferred.reject = function() { deferred.rejectWith(...) }
-			deferred[ tuple[ 0 ] ] = function() {
-				deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments );
-				return this;
-			};
-
-			// deferred.notifyWith = list.fireWith
-			// deferred.resolveWith = list.fireWith
-			// deferred.rejectWith = list.fireWith
-			deferred[ tuple[ 0 ] + "With" ] = list.fireWith;
-		} );
-
-		// Make the deferred a promise
-		promise.promise( deferred );
-
-		// Call given func if any
-		if ( func ) {
-			func.call( deferred, deferred );
-		}
-
-		// All done!
-		return deferred;
-	},
-
-	// Deferred helper
-	when: function( singleValue ) {
-		var
-
-			// count of uncompleted subordinates
-			remaining = arguments.length,
-
-			// count of unprocessed arguments
-			i = remaining,
-
-			// subordinate fulfillment data
-			resolveContexts = Array( i ),
-			resolveValues = slice.call( arguments ),
-
-			// the primary Deferred
-			primary = jQuery.Deferred(),
-
-			// subordinate callback factory
-			updateFunc = function( i ) {
-				return function( value ) {
-					resolveContexts[ i ] = this;
-					resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value;
-					if ( !( --remaining ) ) {
-						primary.resolveWith( resolveContexts, resolveValues );
-					}
-				};
-			};
-
-		// Single- and empty arguments are adopted like Promise.resolve
-		if ( remaining <= 1 ) {
-			adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject,
-				!remaining );
-
-			// Use .then() to unwrap secondary thenables (cf. gh-3000)
-			if ( primary.state() === "pending" ||
-				isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) {
-
-				return primary.then();
-			}
-		}
-
-		// Multiple arguments are aggregated like Promise.all array elements
-		while ( i-- ) {
-			adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject );
-		}
-
-		return primary.promise();
-	}
-} );
-
-
-// These usually indicate a programmer mistake during development,
-// warn about them ASAP rather than swallowing them by default.
-var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;
-
-jQuery.Deferred.exceptionHook = function( error, stack ) {
-
-	// Support: IE 8 - 9 only
-	// Console exists when dev tools are open, which can happen at any time
-	if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) {
-		window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack );
-	}
-};
-
-
-
-
-jQuery.readyException = function( error ) {
-	window.setTimeout( function() {
-		throw error;
-	} );
-};
-
-
-
-
-// The deferred used on DOM ready
-var readyList = jQuery.Deferred();
-
-jQuery.fn.ready = function( fn ) {
-
-	readyList
-		.then( fn )
-
-		// Wrap jQuery.readyException in a function so that the lookup
-		// happens at the time of error handling instead of callback
-		// registration.
-		.catch( function( error ) {
-			jQuery.readyException( error );
-		} );
-
-	return this;
-};
-
-jQuery.extend( {
-
-	// Is the DOM ready to be used? Set to true once it occurs.
-	isReady: false,
-
-	// A counter to track how many items to wait for before
-	// the ready event fires. See #6781
-	readyWait: 1,
-
-	// Handle when the DOM is ready
-	ready: function( wait ) {
-
-		// Abort if there are pending holds or we're already ready
-		if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) {
-			return;
-		}
-
-		// Remember that the DOM is ready
-		jQuery.isReady = true;
-
-		// If a normal DOM Ready event fired, decrement, and wait if need be
-		if ( wait !== true && --jQuery.readyWait > 0 ) {
-			return;
-		}
-
-		// If there are functions bound, to execute
-		readyList.resolveWith( document, [ jQuery ] );
-	}
-} );
-
-jQuery.ready.then = readyList.then;
-
-// The ready event handler and self cleanup method
-function completed() {
-	document.removeEventListener( "DOMContentLoaded", completed );
-	window.removeEventListener( "load", completed );
-	jQuery.ready();
-}
-
-// Catch cases where $(document).ready() is called
-// after the browser event has already occurred.
-// Support: IE <=9 - 10 only
-// Older IE sometimes signals "interactive" too soon
-if ( document.readyState === "complete" ||
-	( document.readyState !== "loading" && !document.documentElement.doScroll ) ) {
-
-	// Handle it asynchronously to allow scripts the opportunity to delay ready
-	window.setTimeout( jQuery.ready );
-
-} else {
-
-	// Use the handy event callback
-	document.addEventListener( "DOMContentLoaded", completed );
-
-	// A fallback to window.onload, that will always work
-	window.addEventListener( "load", completed );
-}
-
-
-
-
-// Multifunctional method to get and set values of a collection
-// The value/s can optionally be executed if it's a function
-var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {
-	var i = 0,
-		len = elems.length,
-		bulk = key == null;
-
-	// Sets many values
-	if ( toType( key ) === "object" ) {
-		chainable = true;
-		for ( i in key ) {
-			access( elems, fn, i, key[ i ], true, emptyGet, raw );
-		}
-
-	// Sets one value
-	} else if ( value !== undefined ) {
-		chainable = true;
-
-		if ( !isFunction( value ) ) {
-			raw = true;
-		}
-
-		if ( bulk ) {
-
-			// Bulk operations run against the entire set
-			if ( raw ) {
-				fn.call( elems, value );
-				fn = null;
-
-			// ...except when executing function values
-			} else {
-				bulk = fn;
-				fn = function( elem, _key, value ) {
-					return bulk.call( jQuery( elem ), value );
-				};
-			}
-		}
-
-		if ( fn ) {
-			for ( ; i < len; i++ ) {
-				fn(
-					elems[ i ], key, raw ?
-						value :
-						value.call( elems[ i ], i, fn( elems[ i ], key ) )
-				);
-			}
-		}
-	}
-
-	if ( chainable ) {
-		return elems;
-	}
-
-	// Gets
-	if ( bulk ) {
-		return fn.call( elems );
-	}
-
-	return len ? fn( elems[ 0 ], key ) : emptyGet;
-};
-
-
-// Matches dashed string for camelizing
-var rmsPrefix = /^-ms-/,
-	rdashAlpha = /-([a-z])/g;
-
-// Used by camelCase as callback to replace()
-function fcamelCase( _all, letter ) {
-	return letter.toUpperCase();
-}
-
-// Convert dashed to camelCase; used by the css and data modules
-// Support: IE <=9 - 11, Edge 12 - 15
-// Microsoft forgot to hump their vendor prefix (#9572)
-function camelCase( string ) {
-	return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase );
-}
-var acceptData = function( owner ) {
-
-	// Accepts only:
-	//  - Node
-	//    - Node.ELEMENT_NODE
-	//    - Node.DOCUMENT_NODE
-	//  - Object
-	//    - Any
-	return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType );
-};
-
-
-
-
-function Data() {
-	this.expando = jQuery.expando + Data.uid++;
-}
-
-Data.uid = 1;
-
-Data.prototype = {
-
-	cache: function( owner ) {
-
-		// Check if the owner object already has a cache
-		var value = owner[ this.expando ];
-
-		// If not, create one
-		if ( !value ) {
-			value = {};
-
-			// We can accept data for non-element nodes in modern browsers,
-			// but we should not, see #8335.
-			// Always return an empty object.
-			if ( acceptData( owner ) ) {
-
-				// If it is a node unlikely to be stringify-ed or looped over
-				// use plain assignment
-				if ( owner.nodeType ) {
-					owner[ this.expando ] = value;
-
-				// Otherwise secure it in a non-enumerable property
-				// configurable must be true to allow the property to be
-				// deleted when data is removed
-				} else {
-					Object.defineProperty( owner, this.expando, {
-						value: value,
-						configurable: true
-					} );
-				}
-			}
-		}
-
-		return value;
-	},
-	set: function( owner, data, value ) {
-		var prop,
-			cache = this.cache( owner );
-
-		// Handle: [ owner, key, value ] args
-		// Always use camelCase key (gh-2257)
-		if ( typeof data === "string" ) {
-			cache[ camelCase( data ) ] = value;
-
-		// Handle: [ owner, { properties } ] args
-		} else {
-
-			// Copy the properties one-by-one to the cache object
-			for ( prop in data ) {
-				cache[ camelCase( prop ) ] = data[ prop ];
-			}
-		}
-		return cache;
-	},
-	get: function( owner, key ) {
-		return key === undefined ?
-			this.cache( owner ) :
-
-			// Always use camelCase key (gh-2257)
-			owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ];
-	},
-	access: function( owner, key, value ) {
-
-		// In cases where either:
-		//
-		//   1. No key was specified
-		//   2. A string key was specified, but no value provided
-		//
-		// Take the "read" path and allow the get method to determine
-		// which value to return, respectively either:
-		//
-		//   1. The entire cache object
-		//   2. The data stored at the key
-		//
-		if ( key === undefined ||
-				( ( key && typeof key === "string" ) && value === undefined ) ) {
-
-			return this.get( owner, key );
-		}
-
-		// When the key is not a string, or both a key and value
-		// are specified, set or extend (existing objects) with either:
-		//
-		//   1. An object of properties
-		//   2. A key and value
-		//
-		this.set( owner, key, value );
-
-		// Since the "set" path can have two possible entry points
-		// return the expected data based on which path was taken[*]
-		return value !== undefined ? value : key;
-	},
-	remove: function( owner, key ) {
-		var i,
-			cache = owner[ this.expando ];
-
-		if ( cache === undefined ) {
-			return;
-		}
-
-		if ( key !== undefined ) {
-
-			// Support array or space separated string of keys
-			if ( Array.isArray( key ) ) {
-
-				// If key is an array of keys...
-				// We always set camelCase keys, so remove that.
-				key = key.map( camelCase );
-			} else {
-				key = camelCase( key );
-
-				// If a key with the spaces exists, use it.
-				// Otherwise, create an array by matching non-whitespace
-				key = key in cache ?
-					[ key ] :
-					( key.match( rnothtmlwhite ) || [] );
-			}
-
-			i = key.length;
-
-			while ( i-- ) {
-				delete cache[ key[ i ] ];
-			}
-		}
-
-		// Remove the expando if there's no more data
-		if ( key === undefined || jQuery.isEmptyObject( cache ) ) {
-
-			// Support: Chrome <=35 - 45
-			// Webkit & Blink performance suffers when deleting properties
-			// from DOM nodes, so set to undefined instead
-			// https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted)
-			if ( owner.nodeType ) {
-				owner[ this.expando ] = undefined;
-			} else {
-				delete owner[ this.expando ];
-			}
-		}
-	},
-	hasData: function( owner ) {
-		var cache = owner[ this.expando ];
-		return cache !== undefined && !jQuery.isEmptyObject( cache );
-	}
-};
-var dataPriv = new Data();
-
-var dataUser = new Data();
-
-
-
-//	Implementation Summary
-//
-//	1. Enforce API surface and semantic compatibility with 1.9.x branch
-//	2. Improve the module's maintainability by reducing the storage
-//		paths to a single mechanism.
-//	3. Use the same single mechanism to support "private" and "user" data.
-//	4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData)
-//	5. Avoid exposing implementation details on user objects (eg. expando properties)
-//	6. Provide a clear path for implementation upgrade to WeakMap in 2014
-
-var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,
-	rmultiDash = /[A-Z]/g;
-
-function getData( data ) {
-	if ( data === "true" ) {
-		return true;
-	}
-
-	if ( data === "false" ) {
-		return false;
-	}
-
-	if ( data === "null" ) {
-		return null;
-	}
-
-	// Only convert to a number if it doesn't change the string
-	if ( data === +data + "" ) {
-		return +data;
-	}
-
-	if ( rbrace.test( data ) ) {
-		return JSON.parse( data );
-	}
-
-	return data;
-}
-
-function dataAttr( elem, key, data ) {
-	var name;
-
-	// If nothing was found internally, try to fetch any
-	// data from the HTML5 data-* attribute
-	if ( data === undefined && elem.nodeType === 1 ) {
-		name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase();
-		data = elem.getAttribute( name );
-
-		if ( typeof data === "string" ) {
-			try {
-				data = getData( data );
-			} catch ( e ) {}
-
-			// Make sure we set the data so it isn't changed later
-			dataUser.set( elem, key, data );
-		} else {
-			data = undefined;
-		}
-	}
-	return data;
-}
-
-jQuery.extend( {
-	hasData: function( elem ) {
-		return dataUser.hasData( elem ) || dataPriv.hasData( elem );
-	},
-
-	data: function( elem, name, data ) {
-		return dataUser.access( elem, name, data );
-	},
-
-	removeData: function( elem, name ) {
-		dataUser.remove( elem, name );
-	},
-
-	// TODO: Now that all calls to _data and _removeData have been replaced
-	// with direct calls to dataPriv methods, these can be deprecated.
-	_data: function( elem, name, data ) {
-		return dataPriv.access( elem, name, data );
-	},
-
-	_removeData: function( elem, name ) {
-		dataPriv.remove( elem, name );
-	}
-} );
-
-jQuery.fn.extend( {
-	data: function( key, value ) {
-		var i, name, data,
-			elem = this[ 0 ],
-			attrs = elem && elem.attributes;
-
-		// Gets all values
-		if ( key === undefined ) {
-			if ( this.length ) {
-				data = dataUser.get( elem );
-
-				if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) {
-					i = attrs.length;
-					while ( i-- ) {
-
-						// Support: IE 11 only
-						// The attrs elements can be null (#14894)
-						if ( attrs[ i ] ) {
-							name = attrs[ i ].name;
-							if ( name.indexOf( "data-" ) === 0 ) {
-								name = camelCase( name.slice( 5 ) );
-								dataAttr( elem, name, data[ name ] );
-							}
-						}
-					}
-					dataPriv.set( elem, "hasDataAttrs", true );
-				}
-			}
-
-			return data;
-		}
-
-		// Sets multiple values
-		if ( typeof key === "object" ) {
-			return this.each( function() {
-				dataUser.set( this, key );
-			} );
-		}
-
-		return access( this, function( value ) {
-			var data;
-
-			// The calling jQuery object (element matches) is not empty
-			// (and therefore has an element appears at this[ 0 ]) and the
-			// `value` parameter was not undefined. An empty jQuery object
-			// will result in `undefined` for elem = this[ 0 ] which will
-			// throw an exception if an attempt to read a data cache is made.
-			if ( elem && value === undefined ) {
-
-				// Attempt to get data from the cache
-				// The key will always be camelCased in Data
-				data = dataUser.get( elem, key );
-				if ( data !== undefined ) {
-					return data;
-				}
-
-				// Attempt to "discover" the data in
-				// HTML5 custom data-* attrs
-				data = dataAttr( elem, key );
-				if ( data !== undefined ) {
-					return data;
-				}
-
-				// We tried really hard, but the data doesn't exist.
-				return;
-			}
-
-			// Set the data...
-			this.each( function() {
-
-				// We always store the camelCased key
-				dataUser.set( this, key, value );
-			} );
-		}, null, value, arguments.length > 1, null, true );
-	},
-
-	removeData: function( key ) {
-		return this.each( function() {
-			dataUser.remove( this, key );
-		} );
-	}
-} );
-
-
-jQuery.extend( {
-	queue: function( elem, type, data ) {
-		var queue;
-
-		if ( elem ) {
-			type = ( type || "fx" ) + "queue";
-			queue = dataPriv.get( elem, type );
-
-			// Speed up dequeue by getting out quickly if this is just a lookup
-			if ( data ) {
-				if ( !queue || Array.isArray( data ) ) {
-					queue = dataPriv.access( elem, type, jQuery.makeArray( data ) );
-				} else {
-					queue.push( data );
-				}
-			}
-			return queue || [];
-		}
-	},
-
-	dequeue: function( elem, type ) {
-		type = type || "fx";
-
-		var queue = jQuery.queue( elem, type ),
-			startLength = queue.length,
-			fn = queue.shift(),
-			hooks = jQuery._queueHooks( elem, type ),
-			next = function() {
-				jQuery.dequeue( elem, type );
-			};
-
-		// If the fx queue is dequeued, always remove the progress sentinel
-		if ( fn === "inprogress" ) {
-			fn = queue.shift();
-			startLength--;
-		}
-
-		if ( fn ) {
-
-			// Add a progress sentinel to prevent the fx queue from being
-			// automatically dequeued
-			if ( type === "fx" ) {
-				queue.unshift( "inprogress" );
-			}
-
-			// Clear up the last queue stop function
-			delete hooks.stop;
-			fn.call( elem, next, hooks );
-		}
-
-		if ( !startLength && hooks ) {
-			hooks.empty.fire();
-		}
-	},
-
-	// Not public - generate a queueHooks object, or return the current one
-	_queueHooks: function( elem, type ) {
-		var key = type + "queueHooks";
-		return dataPriv.get( elem, key ) || dataPriv.access( elem, key, {
-			empty: jQuery.Callbacks( "once memory" ).add( function() {
-				dataPriv.remove( elem, [ type + "queue", key ] );
-			} )
-		} );
-	}
-} );
-
-jQuery.fn.extend( {
-	queue: function( type, data ) {
-		var setter = 2;
-
-		if ( typeof type !== "string" ) {
-			data = type;
-			type = "fx";
-			setter--;
-		}
-
-		if ( arguments.length < setter ) {
-			return jQuery.queue( this[ 0 ], type );
-		}
-
-		return data === undefined ?
-			this :
-			this.each( function() {
-				var queue = jQuery.queue( this, type, data );
-
-				// Ensure a hooks for this queue
-				jQuery._queueHooks( this, type );
-
-				if ( type === "fx" && queue[ 0 ] !== "inprogress" ) {
-					jQuery.dequeue( this, type );
-				}
-			} );
-	},
-	dequeue: function( type ) {
-		return this.each( function() {
-			jQuery.dequeue( this, type );
-		} );
-	},
-	clearQueue: function( type ) {
-		return this.queue( type || "fx", [] );
-	},
-
-	// Get a promise resolved when queues of a certain type
-	// are emptied (fx is the type by default)
-	promise: function( type, obj ) {
-		var tmp,
-			count = 1,
-			defer = jQuery.Deferred(),
-			elements = this,
-			i = this.length,
-			resolve = function() {
-				if ( !( --count ) ) {
-					defer.resolveWith( elements, [ elements ] );
-				}
-			};
-
-		if ( typeof type !== "string" ) {
-			obj = type;
-			type = undefined;
-		}
-		type = type || "fx";
-
-		while ( i-- ) {
-			tmp = dataPriv.get( elements[ i ], type + "queueHooks" );
-			if ( tmp && tmp.empty ) {
-				count++;
-				tmp.empty.add( resolve );
-			}
-		}
-		resolve();
-		return defer.promise( obj );
-	}
-} );
-var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source;
-
-var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" );
-
-
-var cssExpand = [ "Top", "Right", "Bottom", "Left" ];
-
-var documentElement = document.documentElement;
-
-
-
-	var isAttached = function( elem ) {
-			return jQuery.contains( elem.ownerDocument, elem );
-		},
-		composed = { composed: true };
-
-	// Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only
-	// Check attachment across shadow DOM boundaries when possible (gh-3504)
-	// Support: iOS 10.0-10.2 only
-	// Early iOS 10 versions support `attachShadow` but not `getRootNode`,
-	// leading to errors. We need to check for `getRootNode`.
-	if ( documentElement.getRootNode ) {
-		isAttached = function( elem ) {
-			return jQuery.contains( elem.ownerDocument, elem ) ||
-				elem.getRootNode( composed ) === elem.ownerDocument;
-		};
-	}
-var isHiddenWithinTree = function( elem, el ) {
-
-		// isHiddenWithinTree might be called from jQuery#filter function;
-		// in that case, element will be second argument
-		elem = el || elem;
-
-		// Inline style trumps all
-		return elem.style.display === "none" ||
-			elem.style.display === "" &&
-
-			// Otherwise, check computed style
-			// Support: Firefox <=43 - 45
-			// Disconnected elements can have computed display: none, so first confirm that elem is
-			// in the document.
-			isAttached( elem ) &&
-
-			jQuery.css( elem, "display" ) === "none";
-	};
-
-
-
-function adjustCSS( elem, prop, valueParts, tween ) {
-	var adjusted, scale,
-		maxIterations = 20,
-		currentValue = tween ?
-			function() {
-				return tween.cur();
-			} :
-			function() {
-				return jQuery.css( elem, prop, "" );
-			},
-		initial = currentValue(),
-		unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ),
-
-		// Starting value computation is required for potential unit mismatches
-		initialInUnit = elem.nodeType &&
-			( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) &&
-			rcssNum.exec( jQuery.css( elem, prop ) );
-
-	if ( initialInUnit && initialInUnit[ 3 ] !== unit ) {
-
-		// Support: Firefox <=54
-		// Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144)
-		initial = initial / 2;
-
-		// Trust units reported by jQuery.css
-		unit = unit || initialInUnit[ 3 ];
-
-		// Iteratively approximate from a nonzero starting point
-		initialInUnit = +initial || 1;
-
-		while ( maxIterations-- ) {
-
-			// Evaluate and update our best guess (doubling guesses that zero out).
-			// Finish if the scale equals or crosses 1 (making the old*new product non-positive).
-			jQuery.style( elem, prop, initialInUnit + unit );
-			if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) {
-				maxIterations = 0;
-			}
-			initialInUnit = initialInUnit / scale;
-
-		}
-
-		initialInUnit = initialInUnit * 2;
-		jQuery.style( elem, prop, initialInUnit + unit );
-
-		// Make sure we update the tween properties later on
-		valueParts = valueParts || [];
-	}
-
-	if ( valueParts ) {
-		initialInUnit = +initialInUnit || +initial || 0;
-
-		// Apply relative offset (+=/-=) if specified
-		adjusted = valueParts[ 1 ] ?
-			initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] :
-			+valueParts[ 2 ];
-		if ( tween ) {
-			tween.unit = unit;
-			tween.start = initialInUnit;
-			tween.end = adjusted;
-		}
-	}
-	return adjusted;
-}
-
-
-var defaultDisplayMap = {};
-
-function getDefaultDisplay( elem ) {
-	var temp,
-		doc = elem.ownerDocument,
-		nodeName = elem.nodeName,
-		display = defaultDisplayMap[ nodeName ];
-
-	if ( display ) {
-		return display;
-	}
-
-	temp = doc.body.appendChild( doc.createElement( nodeName ) );
-	display = jQuery.css( temp, "display" );
-
-	temp.parentNode.removeChild( temp );
-
-	if ( display === "none" ) {
-		display = "block";
-	}
-	defaultDisplayMap[ nodeName ] = display;
-
-	return display;
-}
-
-function showHide( elements, show ) {
-	var display, elem,
-		values = [],
-		index = 0,
-		length = elements.length;
-
-	// Determine new display value for elements that need to change
-	for ( ; index < length; index++ ) {
-		elem = elements[ index ];
-		if ( !elem.style ) {
-			continue;
-		}
-
-		display = elem.style.display;
-		if ( show ) {
-
-			// Since we force visibility upon cascade-hidden elements, an immediate (and slow)
-			// check is required in this first loop unless we have a nonempty display value (either
-			// inline or about-to-be-restored)
-			if ( display === "none" ) {
-				values[ index ] = dataPriv.get( elem, "display" ) || null;
-				if ( !values[ index ] ) {
-					elem.style.display = "";
-				}
-			}
-			if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) {
-				values[ index ] = getDefaultDisplay( elem );
-			}
-		} else {
-			if ( display !== "none" ) {
-				values[ index ] = "none";
-
-				// Remember what we're overwriting
-				dataPriv.set( elem, "display", display );
-			}
-		}
-	}
-
-	// Set the display of the elements in a second loop to avoid constant reflow
-	for ( index = 0; index < length; index++ ) {
-		if ( values[ index ] != null ) {
-			elements[ index ].style.display = values[ index ];
-		}
-	}
-
-	return elements;
-}
-
-jQuery.fn.extend( {
-	show: function() {
-		return showHide( this, true );
-	},
-	hide: function() {
-		return showHide( this );
-	},
-	toggle: function( state ) {
-		if ( typeof state === "boolean" ) {
-			return state ? this.show() : this.hide();
-		}
-
-		return this.each( function() {
-			if ( isHiddenWithinTree( this ) ) {
-				jQuery( this ).show();
-			} else {
-				jQuery( this ).hide();
-			}
-		} );
-	}
-} );
-var rcheckableType = ( /^(?:checkbox|radio)$/i );
-
-var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i );
-
-var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i );
-
-
-
-( function() {
-	var fragment = document.createDocumentFragment(),
-		div = fragment.appendChild( document.createElement( "div" ) ),
-		input = document.createElement( "input" );
-
-	// Support: Android 4.0 - 4.3 only
-	// Check state lost if the name is set (#11217)
-	// Support: Windows Web Apps (WWA)
-	// `name` and `type` must use .setAttribute for WWA (#14901)
-	input.setAttribute( "type", "radio" );
-	input.setAttribute( "checked", "checked" );
-	input.setAttribute( "name", "t" );
-
-	div.appendChild( input );
-
-	// Support: Android <=4.1 only
-	// Older WebKit doesn't clone checked state correctly in fragments
-	support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked;
-
-	// Support: IE <=11 only
-	// Make sure textarea (and checkbox) defaultValue is properly cloned
-	div.innerHTML = "<textarea>x</textarea>";
-	support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue;
-
-	// Support: IE <=9 only
-	// IE <=9 replaces <option> tags with their contents when inserted outside of
-	// the select element.
-	div.innerHTML = "<option></option>";
-	support.option = !!div.lastChild;
-} )();
-
-
-// We have to close these tags to support XHTML (#13200)
-var wrapMap = {
-
-	// XHTML parsers do not magically insert elements in the
-	// same way that tag soup parsers do. So we cannot shorten
-	// this by omitting <tbody> or other required elements.
-	thead: [ 1, "<table>", "</table>" ],
-	col: [ 2, "<table><colgroup>", "</colgroup></table>" ],
-	tr: [ 2, "<table><tbody>", "</tbody></table>" ],
-	td: [ 3, "<table><tbody><tr>", "</tr></tbody></table>" ],
-
-	_default: [ 0, "", "" ]
-};
-
-wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead;
-wrapMap.th = wrapMap.td;
-
-// Support: IE <=9 only
-if ( !support.option ) {
-	wrapMap.optgroup = wrapMap.option = [ 1, "<select multiple='multiple'>", "</select>" ];
-}
-
-
-function getAll( context, tag ) {
-
-	// Support: IE <=9 - 11 only
-	// Use typeof to avoid zero-argument method invocation on host objects (#15151)
-	var ret;
-
-	if ( typeof context.getElementsByTagName !== "undefined" ) {
-		ret = context.getElementsByTagName( tag || "*" );
-
-	} else if ( typeof context.querySelectorAll !== "undefined" ) {
-		ret = context.querySelectorAll( tag || "*" );
-
-	} else {
-		ret = [];
-	}
-
-	if ( tag === undefined || tag && nodeName( context, tag ) ) {
-		return jQuery.merge( [ context ], ret );
-	}
-
-	return ret;
-}
-
-
-// Mark scripts as having already been evaluated
-function setGlobalEval( elems, refElements ) {
-	var i = 0,
-		l = elems.length;
-
-	for ( ; i < l; i++ ) {
-		dataPriv.set(
-			elems[ i ],
-			"globalEval",
-			!refElements || dataPriv.get( refElements[ i ], "globalEval" )
-		);
-	}
-}
-
-
-var rhtml = /<|&#?\w+;/;
-
-function buildFragment( elems, context, scripts, selection, ignored ) {
-	var elem, tmp, tag, wrap, attached, j,
-		fragment = context.createDocumentFragment(),
-		nodes = [],
-		i = 0,
-		l = elems.length;
-
-	for ( ; i < l; i++ ) {
-		elem = elems[ i ];
-
-		if ( elem || elem === 0 ) {
-
-			// Add nodes directly
-			if ( toType( elem ) === "object" ) {
-
-				// Support: Android <=4.0 only, PhantomJS 1 only
-				// push.apply(_, arraylike) throws on ancient WebKit
-				jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem );
-
-			// Convert non-html into a text node
-			} else if ( !rhtml.test( elem ) ) {
-				nodes.push( context.createTextNode( elem ) );
-
-			// Convert html into DOM nodes
-			} else {
-				tmp = tmp || fragment.appendChild( context.createElement( "div" ) );
-
-				// Deserialize a standard representation
-				tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase();
-				wrap = wrapMap[ tag ] || wrapMap._default;
-				tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ];
-
-				// Descend through wrappers to the right content
-				j = wrap[ 0 ];
-				while ( j-- ) {
-					tmp = tmp.lastChild;
-				}
-
-				// Support: Android <=4.0 only, PhantomJS 1 only
-				// push.apply(_, arraylike) throws on ancient WebKit
-				jQuery.merge( nodes, tmp.childNodes );
-
-				// Remember the top-level container
-				tmp = fragment.firstChild;
-
-				// Ensure the created nodes are orphaned (#12392)
-				tmp.textContent = "";
-			}
-		}
-	}
-
-	// Remove wrapper from fragment
-	fragment.textContent = "";
-
-	i = 0;
-	while ( ( elem = nodes[ i++ ] ) ) {
-
-		// Skip elements already in the context collection (trac-4087)
-		if ( selection && jQuery.inArray( elem, selection ) > -1 ) {
-			if ( ignored ) {
-				ignored.push( elem );
-			}
-			continue;
-		}
-
-		attached = isAttached( elem );
-
-		// Append to fragment
-		tmp = getAll( fragment.appendChild( elem ), "script" );
-
-		// Preserve script evaluation history
-		if ( attached ) {
-			setGlobalEval( tmp );
-		}
-
-		// Capture executables
-		if ( scripts ) {
-			j = 0;
-			while ( ( elem = tmp[ j++ ] ) ) {
-				if ( rscriptType.test( elem.type || "" ) ) {
-					scripts.push( elem );
-				}
-			}
-		}
-	}
-
-	return fragment;
-}
-
-
-var rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
-
-function returnTrue() {
-	return true;
-}
-
-function returnFalse() {
-	return false;
-}
-
-// Support: IE <=9 - 11+
-// focus() and blur() are asynchronous, except when they are no-op.
-// So expect focus to be synchronous when the element is already active,
-// and blur to be synchronous when the element is not already active.
-// (focus and blur are always synchronous in other supported browsers,
-// this just defines when we can count on it).
-function expectSync( elem, type ) {
-	return ( elem === safeActiveElement() ) === ( type === "focus" );
-}
-
-// Support: IE <=9 only
-// Accessing document.activeElement can throw unexpectedly
-// https://bugs.jquery.com/ticket/13393
-function safeActiveElement() {
-	try {
-		return document.activeElement;
-	} catch ( err ) { }
-}
-
-function on( elem, types, selector, data, fn, one ) {
-	var origFn, type;
-
-	// Types can be a map of types/handlers
-	if ( typeof types === "object" ) {
-
-		// ( types-Object, selector, data )
-		if ( typeof selector !== "string" ) {
-
-			// ( types-Object, data )
-			data = data || selector;
-			selector = undefined;
-		}
-		for ( type in types ) {
-			on( elem, type, selector, data, types[ type ], one );
-		}
-		return elem;
-	}
-
-	if ( data == null && fn == null ) {
-
-		// ( types, fn )
-		fn = selector;
-		data = selector = undefined;
-	} else if ( fn == null ) {
-		if ( typeof selector === "string" ) {
-
-			// ( types, selector, fn )
-			fn = data;
-			data = undefined;
-		} else {
-
-			// ( types, data, fn )
-			fn = data;
-			data = selector;
-			selector = undefined;
-		}
-	}
-	if ( fn === false ) {
-		fn = returnFalse;
-	} else if ( !fn ) {
-		return elem;
-	}
-
-	if ( one === 1 ) {
-		origFn = fn;
-		fn = function( event ) {
-
-			// Can use an empty set, since event contains the info
-			jQuery().off( event );
-			return origFn.apply( this, arguments );
-		};
-
-		// Use same guid so caller can remove using origFn
-		fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ );
-	}
-	return elem.each( function() {
-		jQuery.event.add( this, types, fn, data, selector );
-	} );
-}
-
-/*
- * Helper functions for managing events -- not part of the public interface.
- * Props to Dean Edwards' addEvent library for many of the ideas.
- */
-jQuery.event = {
-
-	global: {},
-
-	add: function( elem, types, handler, data, selector ) {
-
-		var handleObjIn, eventHandle, tmp,
-			events, t, handleObj,
-			special, handlers, type, namespaces, origType,
-			elemData = dataPriv.get( elem );
-
-		// Only attach events to objects that accept data
-		if ( !acceptData( elem ) ) {
-			return;
-		}
-
-		// Caller can pass in an object of custom data in lieu of the handler
-		if ( handler.handler ) {
-			handleObjIn = handler;
-			handler = handleObjIn.handler;
-			selector = handleObjIn.selector;
-		}
-
-		// Ensure that invalid selectors throw exceptions at attach time
-		// Evaluate against documentElement in case elem is a non-element node (e.g., document)
-		if ( selector ) {
-			jQuery.find.matchesSelector( documentElement, selector );
-		}
-
-		// Make sure that the handler has a unique ID, used to find/remove it later
-		if ( !handler.guid ) {
-			handler.guid = jQuery.guid++;
-		}
-
-		// Init the element's event structure and main handler, if this is the first
-		if ( !( events = elemData.events ) ) {
-			events = elemData.events = Object.create( null );
-		}
-		if ( !( eventHandle = elemData.handle ) ) {
-			eventHandle = elemData.handle = function( e ) {
-
-				// Discard the second event of a jQuery.event.trigger() and
-				// when an event is called after a page has unloaded
-				return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ?
-					jQuery.event.dispatch.apply( elem, arguments ) : undefined;
-			};
-		}
-
-		// Handle multiple events separated by a space
-		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
-		t = types.length;
-		while ( t-- ) {
-			tmp = rtypenamespace.exec( types[ t ] ) || [];
-			type = origType = tmp[ 1 ];
-			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
-
-			// There *must* be a type, no attaching namespace-only handlers
-			if ( !type ) {
-				continue;
-			}
-
-			// If event changes its type, use the special event handlers for the changed type
-			special = jQuery.event.special[ type ] || {};
-
-			// If selector defined, determine special event api type, otherwise given type
-			type = ( selector ? special.delegateType : special.bindType ) || type;
-
-			// Update special based on newly reset type
-			special = jQuery.event.special[ type ] || {};
-
-			// handleObj is passed to all event handlers
-			handleObj = jQuery.extend( {
-				type: type,
-				origType: origType,
-				data: data,
-				handler: handler,
-				guid: handler.guid,
-				selector: selector,
-				needsContext: selector && jQuery.expr.match.needsContext.test( selector ),
-				namespace: namespaces.join( "." )
-			}, handleObjIn );
-
-			// Init the event handler queue if we're the first
-			if ( !( handlers = events[ type ] ) ) {
-				handlers = events[ type ] = [];
-				handlers.delegateCount = 0;
-
-				// Only use addEventListener if the special events handler returns false
-				if ( !special.setup ||
-					special.setup.call( elem, data, namespaces, eventHandle ) === false ) {
-
-					if ( elem.addEventListener ) {
-						elem.addEventListener( type, eventHandle );
-					}
-				}
-			}
-
-			if ( special.add ) {
-				special.add.call( elem, handleObj );
-
-				if ( !handleObj.handler.guid ) {
-					handleObj.handler.guid = handler.guid;
-				}
-			}
-
-			// Add to the element's handler list, delegates in front
-			if ( selector ) {
-				handlers.splice( handlers.delegateCount++, 0, handleObj );
-			} else {
-				handlers.push( handleObj );
-			}
-
-			// Keep track of which events have ever been used, for event optimization
-			jQuery.event.global[ type ] = true;
-		}
-
-	},
-
-	// Detach an event or set of events from an element
-	remove: function( elem, types, handler, selector, mappedTypes ) {
-
-		var j, origCount, tmp,
-			events, t, handleObj,
-			special, handlers, type, namespaces, origType,
-			elemData = dataPriv.hasData( elem ) && dataPriv.get( elem );
-
-		if ( !elemData || !( events = elemData.events ) ) {
-			return;
-		}
-
-		// Once for each type.namespace in types; type may be omitted
-		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
-		t = types.length;
-		while ( t-- ) {
-			tmp = rtypenamespace.exec( types[ t ] ) || [];
-			type = origType = tmp[ 1 ];
-			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
-
-			// Unbind all events (on this namespace, if provided) for the element
-			if ( !type ) {
-				for ( type in events ) {
-					jQuery.event.remove( elem, type + types[ t ], handler, selector, true );
-				}
-				continue;
-			}
-
-			special = jQuery.event.special[ type ] || {};
-			type = ( selector ? special.delegateType : special.bindType ) || type;
-			handlers = events[ type ] || [];
-			tmp = tmp[ 2 ] &&
-				new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" );
-
-			// Remove matching events
-			origCount = j = handlers.length;
-			while ( j-- ) {
-				handleObj = handlers[ j ];
-
-				if ( ( mappedTypes || origType === handleObj.origType ) &&
-					( !handler || handler.guid === handleObj.guid ) &&
-					( !tmp || tmp.test( handleObj.namespace ) ) &&
-					( !selector || selector === handleObj.selector ||
-						selector === "**" && handleObj.selector ) ) {
-					handlers.splice( j, 1 );
-
-					if ( handleObj.selector ) {
-						handlers.delegateCount--;
-					}
-					if ( special.remove ) {
-						special.remove.call( elem, handleObj );
-					}
-				}
-			}
-
-			// Remove generic event handler if we removed something and no more handlers exist
-			// (avoids potential for endless recursion during removal of special event handlers)
-			if ( origCount && !handlers.length ) {
-				if ( !special.teardown ||
-					special.teardown.call( elem, namespaces, elemData.handle ) === false ) {
-
-					jQuery.removeEvent( elem, type, elemData.handle );
-				}
-
-				delete events[ type ];
-			}
-		}
-
-		// Remove data and the expando if it's no longer used
-		if ( jQuery.isEmptyObject( events ) ) {
-			dataPriv.remove( elem, "handle events" );
-		}
-	},
-
-	dispatch: function( nativeEvent ) {
-
-		var i, j, ret, matched, handleObj, handlerQueue,
-			args = new Array( arguments.length ),
-
-			// Make a writable jQuery.Event from the native event object
-			event = jQuery.event.fix( nativeEvent ),
-
-			handlers = (
-				dataPriv.get( this, "events" ) || Object.create( null )
-			)[ event.type ] || [],
-			special = jQuery.event.special[ event.type ] || {};
-
-		// Use the fix-ed jQuery.Event rather than the (read-only) native event
-		args[ 0 ] = event;
-
-		for ( i = 1; i < arguments.length; i++ ) {
-			args[ i ] = arguments[ i ];
-		}
-
-		event.delegateTarget = this;
-
-		// Call the preDispatch hook for the mapped type, and let it bail if desired
-		if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) {
-			return;
-		}
-
-		// Determine handlers
-		handlerQueue = jQuery.event.handlers.call( this, event, handlers );
-
-		// Run delegates first; they may want to stop propagation beneath us
-		i = 0;
-		while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) {
-			event.currentTarget = matched.elem;
-
-			j = 0;
-			while ( ( handleObj = matched.handlers[ j++ ] ) &&
-				!event.isImmediatePropagationStopped() ) {
-
-				// If the event is namespaced, then each handler is only invoked if it is
-				// specially universal or its namespaces are a superset of the event's.
-				if ( !event.rnamespace || handleObj.namespace === false ||
-					event.rnamespace.test( handleObj.namespace ) ) {
-
-					event.handleObj = handleObj;
-					event.data = handleObj.data;
-
-					ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle ||
-						handleObj.handler ).apply( matched.elem, args );
-
-					if ( ret !== undefined ) {
-						if ( ( event.result = ret ) === false ) {
-							event.preventDefault();
-							event.stopPropagation();
-						}
-					}
-				}
-			}
-		}
-
-		// Call the postDispatch hook for the mapped type
-		if ( special.postDispatch ) {
-			special.postDispatch.call( this, event );
-		}
-
-		return event.result;
-	},
-
-	handlers: function( event, handlers ) {
-		var i, handleObj, sel, matchedHandlers, matchedSelectors,
-			handlerQueue = [],
-			delegateCount = handlers.delegateCount,
-			cur = event.target;
-
-		// Find delegate handlers
-		if ( delegateCount &&
-
-			// Support: IE <=9
-			// Black-hole SVG <use> instance trees (trac-13180)
-			cur.nodeType &&
-
-			// Support: Firefox <=42
-			// Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861)
-			// https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click
-			// Support: IE 11 only
-			// ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343)
-			!( event.type === "click" && event.button >= 1 ) ) {
-
-			for ( ; cur !== this; cur = cur.parentNode || this ) {
-
-				// Don't check non-elements (#13208)
-				// Don't process clicks on disabled elements (#6911, #8165, #11382, #11764)
-				if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) {
-					matchedHandlers = [];
-					matchedSelectors = {};
-					for ( i = 0; i < delegateCount; i++ ) {
-						handleObj = handlers[ i ];
-
-						// Don't conflict with Object.prototype properties (#13203)
-						sel = handleObj.selector + " ";
-
-						if ( matchedSelectors[ sel ] === undefined ) {
-							matchedSelectors[ sel ] = handleObj.needsContext ?
-								jQuery( sel, this ).index( cur ) > -1 :
-								jQuery.find( sel, this, null, [ cur ] ).length;
-						}
-						if ( matchedSelectors[ sel ] ) {
-							matchedHandlers.push( handleObj );
-						}
-					}
-					if ( matchedHandlers.length ) {
-						handlerQueue.push( { elem: cur, handlers: matchedHandlers } );
-					}
-				}
-			}
-		}
-
-		// Add the remaining (directly-bound) handlers
-		cur = this;
-		if ( delegateCount < handlers.length ) {
-			handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } );
-		}
-
-		return handlerQueue;
-	},
-
-	addProp: function( name, hook ) {
-		Object.defineProperty( jQuery.Event.prototype, name, {
-			enumerable: true,
-			configurable: true,
-
-			get: isFunction( hook ) ?
-				function() {
-					if ( this.originalEvent ) {
-						return hook( this.originalEvent );
-					}
-				} :
-				function() {
-					if ( this.originalEvent ) {
-						return this.originalEvent[ name ];
-					}
-				},
-
-			set: function( value ) {
-				Object.defineProperty( this, name, {
-					enumerable: true,
-					configurable: true,
-					writable: true,
-					value: value
-				} );
-			}
-		} );
-	},
-
-	fix: function( originalEvent ) {
-		return originalEvent[ jQuery.expando ] ?
-			originalEvent :
-			new jQuery.Event( originalEvent );
-	},
-
-	special: {
-		load: {
-
-			// Prevent triggered image.load events from bubbling to window.load
-			noBubble: true
-		},
-		click: {
-
-			// Utilize native event to ensure correct state for checkable inputs
-			setup: function( data ) {
-
-				// For mutual compressibility with _default, replace `this` access with a local var.
-				// `|| data` is dead code meant only to preserve the variable through minification.
-				var el = this || data;
-
-				// Claim the first handler
-				if ( rcheckableType.test( el.type ) &&
-					el.click && nodeName( el, "input" ) ) {
-
-					// dataPriv.set( el, "click", ... )
-					leverageNative( el, "click", returnTrue );
-				}
-
-				// Return false to allow normal processing in the caller
-				return false;
-			},
-			trigger: function( data ) {
-
-				// For mutual compressibility with _default, replace `this` access with a local var.
-				// `|| data` is dead code meant only to preserve the variable through minification.
-				var el = this || data;
-
-				// Force setup before triggering a click
-				if ( rcheckableType.test( el.type ) &&
-					el.click && nodeName( el, "input" ) ) {
-
-					leverageNative( el, "click" );
-				}
-
-				// Return non-false to allow normal event-path propagation
-				return true;
-			},
-
-			// For cross-browser consistency, suppress native .click() on links
-			// Also prevent it if we're currently inside a leveraged native-event stack
-			_default: function( event ) {
-				var target = event.target;
-				return rcheckableType.test( target.type ) &&
-					target.click && nodeName( target, "input" ) &&
-					dataPriv.get( target, "click" ) ||
-					nodeName( target, "a" );
-			}
-		},
-
-		beforeunload: {
-			postDispatch: function( event ) {
-
-				// Support: Firefox 20+
-				// Firefox doesn't alert if the returnValue field is not set.
-				if ( event.result !== undefined && event.originalEvent ) {
-					event.originalEvent.returnValue = event.result;
-				}
-			}
-		}
-	}
-};
-
-// Ensure the presence of an event listener that handles manually-triggered
-// synthetic events by interrupting progress until reinvoked in response to
-// *native* events that it fires directly, ensuring that state changes have
-// already occurred before other listeners are invoked.
-function leverageNative( el, type, expectSync ) {
-
-	// Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add
-	if ( !expectSync ) {
-		if ( dataPriv.get( el, type ) === undefined ) {
-			jQuery.event.add( el, type, returnTrue );
-		}
-		return;
-	}
-
-	// Register the controller as a special universal handler for all event namespaces
-	dataPriv.set( el, type, false );
-	jQuery.event.add( el, type, {
-		namespace: false,
-		handler: function( event ) {
-			var notAsync, result,
-				saved = dataPriv.get( this, type );
-
-			if ( ( event.isTrigger & 1 ) && this[ type ] ) {
-
-				// Interrupt processing of the outer synthetic .trigger()ed event
-				// Saved data should be false in such cases, but might be a leftover capture object
-				// from an async native handler (gh-4350)
-				if ( !saved.length ) {
-
-					// Store arguments for use when handling the inner native event
-					// There will always be at least one argument (an event object), so this array
-					// will not be confused with a leftover capture object.
-					saved = slice.call( arguments );
-					dataPriv.set( this, type, saved );
-
-					// Trigger the native event and capture its result
-					// Support: IE <=9 - 11+
-					// focus() and blur() are asynchronous
-					notAsync = expectSync( this, type );
-					this[ type ]();
-					result = dataPriv.get( this, type );
-					if ( saved !== result || notAsync ) {
-						dataPriv.set( this, type, false );
-					} else {
-						result = {};
-					}
-					if ( saved !== result ) {
-
-						// Cancel the outer synthetic event
-						event.stopImmediatePropagation();
-						event.preventDefault();
-
-						// Support: Chrome 86+
-						// In Chrome, if an element having a focusout handler is blurred by
-						// clicking outside of it, it invokes the handler synchronously. If
-						// that handler calls `.remove()` on the element, the data is cleared,
-						// leaving `result` undefined. We need to guard against this.
-						return result && result.value;
-					}
-
-				// If this is an inner synthetic event for an event with a bubbling surrogate
-				// (focus or blur), assume that the surrogate already propagated from triggering the
-				// native event and prevent that from happening again here.
-				// This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the
-				// bubbling surrogate propagates *after* the non-bubbling base), but that seems
-				// less bad than duplication.
-				} else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) {
-					event.stopPropagation();
-				}
-
-			// If this is a native event triggered above, everything is now in order
-			// Fire an inner synthetic event with the original arguments
-			} else if ( saved.length ) {
-
-				// ...and capture the result
-				dataPriv.set( this, type, {
-					value: jQuery.event.trigger(
-
-						// Support: IE <=9 - 11+
-						// Extend with the prototype to reset the above stopImmediatePropagation()
-						jQuery.extend( saved[ 0 ], jQuery.Event.prototype ),
-						saved.slice( 1 ),
-						this
-					)
-				} );
-
-				// Abort handling of the native event
-				event.stopImmediatePropagation();
-			}
-		}
-	} );
-}
-
-jQuery.removeEvent = function( elem, type, handle ) {
-
-	// This "if" is needed for plain objects
-	if ( elem.removeEventListener ) {
-		elem.removeEventListener( type, handle );
-	}
-};
-
-jQuery.Event = function( src, props ) {
-
-	// Allow instantiation without the 'new' keyword
-	if ( !( this instanceof jQuery.Event ) ) {
-		return new jQuery.Event( src, props );
-	}
-
-	// Event object
-	if ( src && src.type ) {
-		this.originalEvent = src;
-		this.type = src.type;
-
-		// Events bubbling up the document may have been marked as prevented
-		// by a handler lower down the tree; reflect the correct value.
-		this.isDefaultPrevented = src.defaultPrevented ||
-				src.defaultPrevented === undefined &&
-
-				// Support: Android <=2.3 only
-				src.returnValue === false ?
-			returnTrue :
-			returnFalse;
-
-		// Create target properties
-		// Support: Safari <=6 - 7 only
-		// Target should not be a text node (#504, #13143)
-		this.target = ( src.target && src.target.nodeType === 3 ) ?
-			src.target.parentNode :
-			src.target;
-
-		this.currentTarget = src.currentTarget;
-		this.relatedTarget = src.relatedTarget;
-
-	// Event type
-	} else {
-		this.type = src;
-	}
-
-	// Put explicitly provided properties onto the event object
-	if ( props ) {
-		jQuery.extend( this, props );
-	}
-
-	// Create a timestamp if incoming event doesn't have one
-	this.timeStamp = src && src.timeStamp || Date.now();
-
-	// Mark it as fixed
-	this[ jQuery.expando ] = true;
-};
-
-// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding
-// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html
-jQuery.Event.prototype = {
-	constructor: jQuery.Event,
-	isDefaultPrevented: returnFalse,
-	isPropagationStopped: returnFalse,
-	isImmediatePropagationStopped: returnFalse,
-	isSimulated: false,
-
-	preventDefault: function() {
-		var e = this.originalEvent;
-
-		this.isDefaultPrevented = returnTrue;
-
-		if ( e && !this.isSimulated ) {
-			e.preventDefault();
-		}
-	},
-	stopPropagation: function() {
-		var e = this.originalEvent;
-
-		this.isPropagationStopped = returnTrue;
-
-		if ( e && !this.isSimulated ) {
-			e.stopPropagation();
-		}
-	},
-	stopImmediatePropagation: function() {
-		var e = this.originalEvent;
-
-		this.isImmediatePropagationStopped = returnTrue;
-
-		if ( e && !this.isSimulated ) {
-			e.stopImmediatePropagation();
-		}
-
-		this.stopPropagation();
-	}
-};
-
-// Includes all common event props including KeyEvent and MouseEvent specific props
-jQuery.each( {
-	altKey: true,
-	bubbles: true,
-	cancelable: true,
-	changedTouches: true,
-	ctrlKey: true,
-	detail: true,
-	eventPhase: true,
-	metaKey: true,
-	pageX: true,
-	pageY: true,
-	shiftKey: true,
-	view: true,
-	"char": true,
-	code: true,
-	charCode: true,
-	key: true,
-	keyCode: true,
-	button: true,
-	buttons: true,
-	clientX: true,
-	clientY: true,
-	offsetX: true,
-	offsetY: true,
-	pointerId: true,
-	pointerType: true,
-	screenX: true,
-	screenY: true,
-	targetTouches: true,
-	toElement: true,
-	touches: true,
-	which: true
-}, jQuery.event.addProp );
-
-jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
-	jQuery.event.special[ type ] = {
-
-		// Utilize native event if possible so blur/focus sequence is correct
-		setup: function() {
-
-			// Claim the first handler
-			// dataPriv.set( this, "focus", ... )
-			// dataPriv.set( this, "blur", ... )
-			leverageNative( this, type, expectSync );
-
-			// Return false to allow normal processing in the caller
-			return false;
-		},
-		trigger: function() {
-
-			// Force setup before trigger
-			leverageNative( this, type );
-
-			// Return non-false to allow normal event-path propagation
-			return true;
-		},
-
-		// Suppress native focus or blur as it's already being fired
-		// in leverageNative.
-		_default: function() {
-			return true;
-		},
-
-		delegateType: delegateType
-	};
-} );
-
-// Create mouseenter/leave events using mouseover/out and event-time checks
-// so that event delegation works in jQuery.
-// Do the same for pointerenter/pointerleave and pointerover/pointerout
-//
-// Support: Safari 7 only
-// Safari sends mouseenter too often; see:
-// https://bugs.chromium.org/p/chromium/issues/detail?id=470258
-// for the description of the bug (it existed in older Chrome versions as well).
-jQuery.each( {
-	mouseenter: "mouseover",
-	mouseleave: "mouseout",
-	pointerenter: "pointerover",
-	pointerleave: "pointerout"
-}, function( orig, fix ) {
-	jQuery.event.special[ orig ] = {
-		delegateType: fix,
-		bindType: fix,
-
-		handle: function( event ) {
-			var ret,
-				target = this,
-				related = event.relatedTarget,
-				handleObj = event.handleObj;
-
-			// For mouseenter/leave call the handler if related is outside the target.
-			// NB: No relatedTarget if the mouse left/entered the browser window
-			if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) {
-				event.type = handleObj.origType;
-				ret = handleObj.handler.apply( this, arguments );
-				event.type = fix;
-			}
-			return ret;
-		}
-	};
-} );
-
-jQuery.fn.extend( {
-
-	on: function( types, selector, data, fn ) {
-		return on( this, types, selector, data, fn );
-	},
-	one: function( types, selector, data, fn ) {
-		return on( this, types, selector, data, fn, 1 );
-	},
-	off: function( types, selector, fn ) {
-		var handleObj, type;
-		if ( types && types.preventDefault && types.handleObj ) {
-
-			// ( event )  dispatched jQuery.Event
-			handleObj = types.handleObj;
-			jQuery( types.delegateTarget ).off(
-				handleObj.namespace ?
-					handleObj.origType + "." + handleObj.namespace :
-					handleObj.origType,
-				handleObj.selector,
-				handleObj.handler
-			);
-			return this;
-		}
-		if ( typeof types === "object" ) {
-
-			// ( types-object [, selector] )
-			for ( type in types ) {
-				this.off( type, selector, types[ type ] );
-			}
-			return this;
-		}
-		if ( selector === false || typeof selector === "function" ) {
-
-			// ( types [, fn] )
-			fn = selector;
-			selector = undefined;
-		}
-		if ( fn === false ) {
-			fn = returnFalse;
-		}
-		return this.each( function() {
-			jQuery.event.remove( this, types, fn, selector );
-		} );
-	}
-} );
-
-
-var
-
-	// Support: IE <=10 - 11, Edge 12 - 13 only
-	// In IE/Edge using regex groups here causes severe slowdowns.
-	// See https://connect.microsoft.com/IE/feedback/details/1736512/
-	rnoInnerhtml = /<script|<style|<link/i,
-
-	// checked="checked" or checked
-	rchecked = /checked\s*(?:[^=]|=\s*.checked.)/i,
-	rcleanScript = /^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;
-
-// Prefer a tbody over its parent table for containing new rows
-function manipulationTarget( elem, content ) {
-	if ( nodeName( elem, "table" ) &&
-		nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) {
-
-		return jQuery( elem ).children( "tbody" )[ 0 ] || elem;
-	}
-
-	return elem;
-}
-
-// Replace/restore the type attribute of script elements for safe DOM manipulation
-function disableScript( elem ) {
-	elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type;
-	return elem;
-}
-function restoreScript( elem ) {
-	if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) {
-		elem.type = elem.type.slice( 5 );
-	} else {
-		elem.removeAttribute( "type" );
-	}
-
-	return elem;
-}
-
-function cloneCopyEvent( src, dest ) {
-	var i, l, type, pdataOld, udataOld, udataCur, events;
-
-	if ( dest.nodeType !== 1 ) {
-		return;
-	}
-
-	// 1. Copy private data: events, handlers, etc.
-	if ( dataPriv.hasData( src ) ) {
-		pdataOld = dataPriv.get( src );
-		events = pdataOld.events;
-
-		if ( events ) {
-			dataPriv.remove( dest, "handle events" );
-
-			for ( type in events ) {
-				for ( i = 0, l = events[ type ].length; i < l; i++ ) {
-					jQuery.event.add( dest, type, events[ type ][ i ] );
-				}
-			}
-		}
-	}
-
-	// 2. Copy user data
-	if ( dataUser.hasData( src ) ) {
-		udataOld = dataUser.access( src );
-		udataCur = jQuery.extend( {}, udataOld );
-
-		dataUser.set( dest, udataCur );
-	}
-}
-
-// Fix IE bugs, see support tests
-function fixInput( src, dest ) {
-	var nodeName = dest.nodeName.toLowerCase();
-
-	// Fails to persist the checked state of a cloned checkbox or radio button.
-	if ( nodeName === "input" && rcheckableType.test( src.type ) ) {
-		dest.checked = src.checked;
-
-	// Fails to return the selected option to the default selected state when cloning options
-	} else if ( nodeName === "input" || nodeName === "textarea" ) {
-		dest.defaultValue = src.defaultValue;
-	}
-}
-
-function domManip( collection, args, callback, ignored ) {
-
-	// Flatten any nested arrays
-	args = flat( args );
-
-	var fragment, first, scripts, hasScripts, node, doc,
-		i = 0,
-		l = collection.length,
-		iNoClone = l - 1,
-		value = args[ 0 ],
-		valueIsFunction = isFunction( value );
-
-	// We can't cloneNode fragments that contain checked, in WebKit
-	if ( valueIsFunction ||
-			( l > 1 && typeof value === "string" &&
-				!support.checkClone && rchecked.test( value ) ) ) {
-		return collection.each( function( index ) {
-			var self = collection.eq( index );
-			if ( valueIsFunction ) {
-				args[ 0 ] = value.call( this, index, self.html() );
-			}
-			domManip( self, args, callback, ignored );
-		} );
-	}
-
-	if ( l ) {
-		fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored );
-		first = fragment.firstChild;
-
-		if ( fragment.childNodes.length === 1 ) {
-			fragment = first;
-		}
-
-		// Require either new content or an interest in ignored elements to invoke the callback
-		if ( first || ignored ) {
-			scripts = jQuery.map( getAll( fragment, "script" ), disableScript );
-			hasScripts = scripts.length;
-
-			// Use the original fragment for the last item
-			// instead of the first because it can end up
-			// being emptied incorrectly in certain situations (#8070).
-			for ( ; i < l; i++ ) {
-				node = fragment;
-
-				if ( i !== iNoClone ) {
-					node = jQuery.clone( node, true, true );
-
-					// Keep references to cloned scripts for later restoration
-					if ( hasScripts ) {
-
-						// Support: Android <=4.0 only, PhantomJS 1 only
-						// push.apply(_, arraylike) throws on ancient WebKit
-						jQuery.merge( scripts, getAll( node, "script" ) );
-					}
-				}
-
-				callback.call( collection[ i ], node, i );
-			}
-
-			if ( hasScripts ) {
-				doc = scripts[ scripts.length - 1 ].ownerDocument;
-
-				// Reenable scripts
-				jQuery.map( scripts, restoreScript );
-
-				// Evaluate executable scripts on first document insertion
-				for ( i = 0; i < hasScripts; i++ ) {
-					node = scripts[ i ];
-					if ( rscriptType.test( node.type || "" ) &&
-						!dataPriv.access( node, "globalEval" ) &&
-						jQuery.contains( doc, node ) ) {
-
-						if ( node.src && ( node.type || "" ).toLowerCase()  !== "module" ) {
-
-							// Optional AJAX dependency, but won't run scripts if not present
-							if ( jQuery._evalUrl && !node.noModule ) {
-								jQuery._evalUrl( node.src, {
-									nonce: node.nonce || node.getAttribute( "nonce" )
-								}, doc );
-							}
-						} else {
-							DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc );
-						}
-					}
-				}
-			}
-		}
-	}
-
-	return collection;
-}
-
-function remove( elem, selector, keepData ) {
-	var node,
-		nodes = selector ? jQuery.filter( selector, elem ) : elem,
-		i = 0;
-
-	for ( ; ( node = nodes[ i ] ) != null; i++ ) {
-		if ( !keepData && node.nodeType === 1 ) {
-			jQuery.cleanData( getAll( node ) );
-		}
-
-		if ( node.parentNode ) {
-			if ( keepData && isAttached( node ) ) {
-				setGlobalEval( getAll( node, "script" ) );
-			}
-			node.parentNode.removeChild( node );
-		}
-	}
-
-	return elem;
-}
-
-jQuery.extend( {
-	htmlPrefilter: function( html ) {
-		return html;
-	},
-
-	clone: function( elem, dataAndEvents, deepDataAndEvents ) {
-		var i, l, srcElements, destElements,
-			clone = elem.cloneNode( true ),
-			inPage = isAttached( elem );
-
-		// Fix IE cloning issues
-		if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) &&
-				!jQuery.isXMLDoc( elem ) ) {
-
-			// We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2
-			destElements = getAll( clone );
-			srcElements = getAll( elem );
-
-			for ( i = 0, l = srcElements.length; i < l; i++ ) {
-				fixInput( srcElements[ i ], destElements[ i ] );
-			}
-		}
-
-		// Copy the events from the original to the clone
-		if ( dataAndEvents ) {
-			if ( deepDataAndEvents ) {
-				srcElements = srcElements || getAll( elem );
-				destElements = destElements || getAll( clone );
-
-				for ( i = 0, l = srcElements.length; i < l; i++ ) {
-					cloneCopyEvent( srcElements[ i ], destElements[ i ] );
-				}
-			} else {
-				cloneCopyEvent( elem, clone );
-			}
-		}
-
-		// Preserve script evaluation history
-		destElements = getAll( clone, "script" );
-		if ( destElements.length > 0 ) {
-			setGlobalEval( destElements, !inPage && getAll( elem, "script" ) );
-		}
-
-		// Return the cloned set
-		return clone;
-	},
-
-	cleanData: function( elems ) {
-		var data, elem, type,
-			special = jQuery.event.special,
-			i = 0;
-
-		for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) {
-			if ( acceptData( elem ) ) {
-				if ( ( data = elem[ dataPriv.expando ] ) ) {
-					if ( data.events ) {
-						for ( type in data.events ) {
-							if ( special[ type ] ) {
-								jQuery.event.remove( elem, type );
-
-							// This is a shortcut to avoid jQuery.event.remove's overhead
-							} else {
-								jQuery.removeEvent( elem, type, data.handle );
-							}
-						}
-					}
-
-					// Support: Chrome <=35 - 45+
-					// Assign undefined instead of using delete, see Data#remove
-					elem[ dataPriv.expando ] = undefined;
-				}
-				if ( elem[ dataUser.expando ] ) {
-
-					// Support: Chrome <=35 - 45+
-					// Assign undefined instead of using delete, see Data#remove
-					elem[ dataUser.expando ] = undefined;
-				}
-			}
-		}
-	}
-} );
-
-jQuery.fn.extend( {
-	detach: function( selector ) {
-		return remove( this, selector, true );
-	},
-
-	remove: function( selector ) {
-		return remove( this, selector );
-	},
-
-	text: function( value ) {
-		return access( this, function( value ) {
-			return value === undefined ?
-				jQuery.text( this ) :
-				this.empty().each( function() {
-					if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
-						this.textContent = value;
-					}
-				} );
-		}, null, value, arguments.length );
-	},
-
-	append: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
-				var target = manipulationTarget( this, elem );
-				target.appendChild( elem );
-			}
-		} );
-	},
-
-	prepend: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
-				var target = manipulationTarget( this, elem );
-				target.insertBefore( elem, target.firstChild );
-			}
-		} );
-	},
-
-	before: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.parentNode ) {
-				this.parentNode.insertBefore( elem, this );
-			}
-		} );
-	},
-
-	after: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.parentNode ) {
-				this.parentNode.insertBefore( elem, this.nextSibling );
-			}
-		} );
-	},
-
-	empty: function() {
-		var elem,
-			i = 0;
-
-		for ( ; ( elem = this[ i ] ) != null; i++ ) {
-			if ( elem.nodeType === 1 ) {
-
-				// Prevent memory leaks
-				jQuery.cleanData( getAll( elem, false ) );
-
-				// Remove any remaining nodes
-				elem.textContent = "";
-			}
-		}
-
-		return this;
-	},
-
-	clone: function( dataAndEvents, deepDataAndEvents ) {
-		dataAndEvents = dataAndEvents == null ? false : dataAndEvents;
-		deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents;
-
-		return this.map( function() {
-			return jQuery.clone( this, dataAndEvents, deepDataAndEvents );
-		} );
-	},
-
-	html: function( value ) {
-		return access( this, function( value ) {
-			var elem = this[ 0 ] || {},
-				i = 0,
-				l = this.length;
-
-			if ( value === undefined && elem.nodeType === 1 ) {
-				return elem.innerHTML;
-			}
-
-			// See if we can take a shortcut and just use innerHTML
-			if ( typeof value === "string" && !rnoInnerhtml.test( value ) &&
-				!wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) {
-
-				value = jQuery.htmlPrefilter( value );
-
-				try {
-					for ( ; i < l; i++ ) {
-						elem = this[ i ] || {};
-
-						// Remove element nodes and prevent memory leaks
-						if ( elem.nodeType === 1 ) {
-							jQuery.cleanData( getAll( elem, false ) );
-							elem.innerHTML = value;
-						}
-					}
-
-					elem = 0;
-
-				// If using innerHTML throws an exception, use the fallback method
-				} catch ( e ) {}
-			}
-
-			if ( elem ) {
-				this.empty().append( value );
-			}
-		}, null, value, arguments.length );
-	},
-
-	replaceWith: function() {
-		var ignored = [];
-
-		// Make the changes, replacing each non-ignored context element with the new content
-		return domManip( this, arguments, function( elem ) {
-			var parent = this.parentNode;
-
-			if ( jQuery.inArray( this, ignored ) < 0 ) {
-				jQuery.cleanData( getAll( this ) );
-				if ( parent ) {
-					parent.replaceChild( elem, this );
-				}
-			}
-
-		// Force callback invocation
-		}, ignored );
-	}
-} );
-
-jQuery.each( {
-	appendTo: "append",
-	prependTo: "prepend",
-	insertBefore: "before",
-	insertAfter: "after",
-	replaceAll: "replaceWith"
-}, function( name, original ) {
-	jQuery.fn[ name ] = function( selector ) {
-		var elems,
-			ret = [],
-			insert = jQuery( selector ),
-			last = insert.length - 1,
-			i = 0;
-
-		for ( ; i <= last; i++ ) {
-			elems = i === last ? this : this.clone( true );
-			jQuery( insert[ i ] )[ original ]( elems );
-
-			// Support: Android <=4.0 only, PhantomJS 1 only
-			// .get() because push.apply(_, arraylike) throws on ancient WebKit
-			push.apply( ret, elems.get() );
-		}
-
-		return this.pushStack( ret );
-	};
-} );
-var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" );
-
-var getStyles = function( elem ) {
-
-		// Support: IE <=11 only, Firefox <=30 (#15098, #14150)
-		// IE throws on elements created in popups
-		// FF meanwhile throws on frame elements through "defaultView.getComputedStyle"
-		var view = elem.ownerDocument.defaultView;
-
-		if ( !view || !view.opener ) {
-			view = window;
-		}
-
-		return view.getComputedStyle( elem );
-	};
-
-var swap = function( elem, options, callback ) {
-	var ret, name,
-		old = {};
-
-	// Remember the old values, and insert the new ones
-	for ( name in options ) {
-		old[ name ] = elem.style[ name ];
-		elem.style[ name ] = options[ name ];
-	}
-
-	ret = callback.call( elem );
-
-	// Revert the old values
-	for ( name in options ) {
-		elem.style[ name ] = old[ name ];
-	}
-
-	return ret;
-};
-
-
-var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
-
-
-
-( function() {
-
-	// Executing both pixelPosition & boxSizingReliable tests require only one layout
-	// so they're executed at the same time to save the second computation.
-	function computeStyleTests() {
-
-		// This is a singleton, we need to execute it only once
-		if ( !div ) {
-			return;
-		}
-
-		container.style.cssText = "position:absolute;left:-11111px;width:60px;" +
-			"margin-top:1px;padding:0;border:0";
-		div.style.cssText =
-			"position:relative;display:block;box-sizing:border-box;overflow:scroll;" +
-			"margin:auto;border:1px;padding:1px;" +
-			"width:60%;top:1%";
-		documentElement.appendChild( container ).appendChild( div );
-
-		var divStyle = window.getComputedStyle( div );
-		pixelPositionVal = divStyle.top !== "1%";
-
-		// Support: Android 4.0 - 4.3 only, Firefox <=3 - 44
-		reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12;
-
-		// Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3
-		// Some styles come back with percentage values, even though they shouldn't
-		div.style.right = "60%";
-		pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36;
-
-		// Support: IE 9 - 11 only
-		// Detect misreporting of content dimensions for box-sizing:border-box elements
-		boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36;
-
-		// Support: IE 9 only
-		// Detect overflow:scroll screwiness (gh-3699)
-		// Support: Chrome <=64
-		// Don't get tricked when zoom affects offsetWidth (gh-4029)
-		div.style.position = "absolute";
-		scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12;
-
-		documentElement.removeChild( container );
-
-		// Nullify the div so it wouldn't be stored in the memory and
-		// it will also be a sign that checks already performed
-		div = null;
-	}
-
-	function roundPixelMeasures( measure ) {
-		return Math.round( parseFloat( measure ) );
-	}
-
-	var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal,
-		reliableTrDimensionsVal, reliableMarginLeftVal,
-		container = document.createElement( "div" ),
-		div = document.createElement( "div" );
-
-	// Finish early in limited (non-browser) environments
-	if ( !div.style ) {
-		return;
-	}
-
-	// Support: IE <=9 - 11 only
-	// Style of cloned element affects source element cloned (#8908)
-	div.style.backgroundClip = "content-box";
-	div.cloneNode( true ).style.backgroundClip = "";
-	support.clearCloneStyle = div.style.backgroundClip === "content-box";
-
-	jQuery.extend( support, {
-		boxSizingReliable: function() {
-			computeStyleTests();
-			return boxSizingReliableVal;
-		},
-		pixelBoxStyles: function() {
-			computeStyleTests();
-			return pixelBoxStylesVal;
-		},
-		pixelPosition: function() {
-			computeStyleTests();
-			return pixelPositionVal;
-		},
-		reliableMarginLeft: function() {
-			computeStyleTests();
-			return reliableMarginLeftVal;
-		},
-		scrollboxSize: function() {
-			computeStyleTests();
-			return scrollboxSizeVal;
-		},
-
-		// Support: IE 9 - 11+, Edge 15 - 18+
-		// IE/Edge misreport `getComputedStyle` of table rows with width/height
-		// set in CSS while `offset*` properties report correct values.
-		// Behavior in IE 9 is more subtle than in newer versions & it passes
-		// some versions of this test; make sure not to make it pass there!
-		//
-		// Support: Firefox 70+
-		// Only Firefox includes border widths
-		// in computed dimensions. (gh-4529)
-		reliableTrDimensions: function() {
-			var table, tr, trChild, trStyle;
-			if ( reliableTrDimensionsVal == null ) {
-				table = document.createElement( "table" );
-				tr = document.createElement( "tr" );
-				trChild = document.createElement( "div" );
-
-				table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate";
-				tr.style.cssText = "border:1px solid";
-
-				// Support: Chrome 86+
-				// Height set through cssText does not get applied.
-				// Computed height then comes back as 0.
-				tr.style.height = "1px";
-				trChild.style.height = "9px";
-
-				// Support: Android 8 Chrome 86+
-				// In our bodyBackground.html iframe,
-				// display for all div elements is set to "inline",
-				// which causes a problem only in Android 8 Chrome 86.
-				// Ensuring the div is display: block
-				// gets around this issue.
-				trChild.style.display = "block";
-
-				documentElement
-					.appendChild( table )
-					.appendChild( tr )
-					.appendChild( trChild );
-
-				trStyle = window.getComputedStyle( tr );
-				reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) +
-					parseInt( trStyle.borderTopWidth, 10 ) +
-					parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight;
-
-				documentElement.removeChild( table );
-			}
-			return reliableTrDimensionsVal;
-		}
-	} );
-} )();
-
-
-function curCSS( elem, name, computed ) {
-	var width, minWidth, maxWidth, ret,
-
-		// Support: Firefox 51+
-		// Retrieving style before computed somehow
-		// fixes an issue with getting wrong values
-		// on detached elements
-		style = elem.style;
-
-	computed = computed || getStyles( elem );
-
-	// getPropertyValue is needed for:
-	//   .css('filter') (IE 9 only, #12537)
-	//   .css('--customProperty) (#3144)
-	if ( computed ) {
-		ret = computed.getPropertyValue( name ) || computed[ name ];
-
-		if ( ret === "" && !isAttached( elem ) ) {
-			ret = jQuery.style( elem, name );
-		}
-
-		// A tribute to the "awesome hack by Dean Edwards"
-		// Android Browser returns percentage for some values,
-		// but width seems to be reliably pixels.
-		// This is against the CSSOM draft spec:
-		// https://drafts.csswg.org/cssom/#resolved-values
-		if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) {
-
-			// Remember the original values
-			width = style.width;
-			minWidth = style.minWidth;
-			maxWidth = style.maxWidth;
-
-			// Put in the new values to get a computed value out
-			style.minWidth = style.maxWidth = style.width = ret;
-			ret = computed.width;
-
-			// Revert the changed values
-			style.width = width;
-			style.minWidth = minWidth;
-			style.maxWidth = maxWidth;
-		}
-	}
-
-	return ret !== undefined ?
-
-		// Support: IE <=9 - 11 only
-		// IE returns zIndex value as an integer.
-		ret + "" :
-		ret;
-}
-
-
-function addGetHookIf( conditionFn, hookFn ) {
-
-	// Define the hook, we'll check on the first run if it's really needed.
-	return {
-		get: function() {
-			if ( conditionFn() ) {
-
-				// Hook not needed (or it's not possible to use it due
-				// to missing dependency), remove it.
-				delete this.get;
-				return;
-			}
-
-			// Hook needed; redefine it so that the support test is not executed again.
-			return ( this.get = hookFn ).apply( this, arguments );
-		}
-	};
-}
-
-
-var cssPrefixes = [ "Webkit", "Moz", "ms" ],
-	emptyStyle = document.createElement( "div" ).style,
-	vendorProps = {};
-
-// Return a vendor-prefixed property or undefined
-function vendorPropName( name ) {
-
-	// Check for vendor prefixed names
-	var capName = name[ 0 ].toUpperCase() + name.slice( 1 ),
-		i = cssPrefixes.length;
-
-	while ( i-- ) {
-		name = cssPrefixes[ i ] + capName;
-		if ( name in emptyStyle ) {
-			return name;
-		}
-	}
-}
-
-// Return a potentially-mapped jQuery.cssProps or vendor prefixed property
-function finalPropName( name ) {
-	var final = jQuery.cssProps[ name ] || vendorProps[ name ];
-
-	if ( final ) {
-		return final;
-	}
-	if ( name in emptyStyle ) {
-		return name;
-	}
-	return vendorProps[ name ] = vendorPropName( name ) || name;
-}
-
-
-var
-
-	// Swappable if display is none or starts with table
-	// except "table", "table-cell", or "table-caption"
-	// See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display
-	rdisplayswap = /^(none|table(?!-c[ea]).+)/,
-	rcustomProp = /^--/,
-	cssShow = { position: "absolute", visibility: "hidden", display: "block" },
-	cssNormalTransform = {
-		letterSpacing: "0",
-		fontWeight: "400"
-	};
-
-function setPositiveNumber( _elem, value, subtract ) {
-
-	// Any relative (+/-) values have already been
-	// normalized at this point
-	var matches = rcssNum.exec( value );
-	return matches ?
-
-		// Guard against undefined "subtract", e.g., when used as in cssHooks
-		Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) :
-		value;
-}
-
-function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) {
-	var i = dimension === "width" ? 1 : 0,
-		extra = 0,
-		delta = 0;
-
-	// Adjustment may not be necessary
-	if ( box === ( isBorderBox ? "border" : "content" ) ) {
-		return 0;
-	}
-
-	for ( ; i < 4; i += 2 ) {
-
-		// Both box models exclude margin
-		if ( box === "margin" ) {
-			delta += jQuery.css( elem, box + cssExpand[ i ], true, styles );
-		}
-
-		// If we get here with a content-box, we're seeking "padding" or "border" or "margin"
-		if ( !isBorderBox ) {
-
-			// Add padding
-			delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
-
-			// For "border" or "margin", add border
-			if ( box !== "padding" ) {
-				delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
-
-			// But still keep track of it otherwise
-			} else {
-				extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
-			}
-
-		// If we get here with a border-box (content + padding + border), we're seeking "content" or
-		// "padding" or "margin"
-		} else {
-
-			// For "content", subtract padding
-			if ( box === "content" ) {
-				delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
-			}
-
-			// For "content" or "padding", subtract border
-			if ( box !== "margin" ) {
-				delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
-			}
-		}
-	}
-
-	// Account for positive content-box scroll gutter when requested by providing computedVal
-	if ( !isBorderBox && computedVal >= 0 ) {
-
-		// offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border
-		// Assuming integer scroll gutter, subtract the rest and round down
-		delta += Math.max( 0, Math.ceil(
-			elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
-			computedVal -
-			delta -
-			extra -
-			0.5
-
-		// If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter
-		// Use an explicit zero to avoid NaN (gh-3964)
-		) ) || 0;
-	}
-
-	return delta;
-}
-
-function getWidthOrHeight( elem, dimension, extra ) {
-
-	// Start with computed style
-	var styles = getStyles( elem ),
-
-		// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322).
-		// Fake content-box until we know it's needed to know the true value.
-		boxSizingNeeded = !support.boxSizingReliable() || extra,
-		isBorderBox = boxSizingNeeded &&
-			jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
-		valueIsBorderBox = isBorderBox,
-
-		val = curCSS( elem, dimension, styles ),
-		offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 );
-
-	// Support: Firefox <=54
-	// Return a confounding non-pixel value or feign ignorance, as appropriate.
-	if ( rnumnonpx.test( val ) ) {
-		if ( !extra ) {
-			return val;
-		}
-		val = "auto";
-	}
-
-
-	// Support: IE 9 - 11 only
-	// Use offsetWidth/offsetHeight for when box sizing is unreliable.
-	// In those cases, the computed value can be trusted to be border-box.
-	if ( ( !support.boxSizingReliable() && isBorderBox ||
-
-		// Support: IE 10 - 11+, Edge 15 - 18+
-		// IE/Edge misreport `getComputedStyle` of table rows with width/height
-		// set in CSS while `offset*` properties report correct values.
-		// Interestingly, in some cases IE 9 doesn't suffer from this issue.
-		!support.reliableTrDimensions() && nodeName( elem, "tr" ) ||
-
-		// Fall back to offsetWidth/offsetHeight when value is "auto"
-		// This happens for inline elements with no explicit setting (gh-3571)
-		val === "auto" ||
-
-		// Support: Android <=4.1 - 4.3 only
-		// Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602)
-		!parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) &&
-
-		// Make sure the element is visible & connected
-		elem.getClientRects().length ) {
-
-		isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box";
-
-		// Where available, offsetWidth/offsetHeight approximate border box dimensions.
-		// Where not available (e.g., SVG), assume unreliable box-sizing and interpret the
-		// retrieved value as a content box dimension.
-		valueIsBorderBox = offsetProp in elem;
-		if ( valueIsBorderBox ) {
-			val = elem[ offsetProp ];
-		}
-	}
-
-	// Normalize "" and auto
-	val = parseFloat( val ) || 0;
-
-	// Adjust for the element's box model
-	return ( val +
-		boxModelAdjustment(
-			elem,
-			dimension,
-			extra || ( isBorderBox ? "border" : "content" ),
-			valueIsBorderBox,
-			styles,
-
-			// Provide the current computed size to request scroll gutter calculation (gh-3589)
-			val
-		)
-	) + "px";
-}
-
-jQuery.extend( {
-
-	// Add in style property hooks for overriding the default
-	// behavior of getting and setting a style property
-	cssHooks: {
-		opacity: {
-			get: function( elem, computed ) {
-				if ( computed ) {
-
-					// We should always get a number back from opacity
-					var ret = curCSS( elem, "opacity" );
-					return ret === "" ? "1" : ret;
-				}
-			}
-		}
-	},
-
-	// Don't automatically add "px" to these possibly-unitless properties
-	cssNumber: {
-		"animationIterationCount": true,
-		"columnCount": true,
-		"fillOpacity": true,
-		"flexGrow": true,
-		"flexShrink": true,
-		"fontWeight": true,
-		"gridArea": true,
-		"gridColumn": true,
-		"gridColumnEnd": true,
-		"gridColumnStart": true,
-		"gridRow": true,
-		"gridRowEnd": true,
-		"gridRowStart": true,
-		"lineHeight": true,
-		"opacity": true,
-		"order": true,
-		"orphans": true,
-		"widows": true,
-		"zIndex": true,
-		"zoom": true
-	},
-
-	// Add in properties whose names you wish to fix before
-	// setting or getting the value
-	cssProps: {},
-
-	// Get and set the style property on a DOM Node
-	style: function( elem, name, value, extra ) {
-
-		// Don't set styles on text and comment nodes
-		if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) {
-			return;
-		}
-
-		// Make sure that we're working with the right name
-		var ret, type, hooks,
-			origName = camelCase( name ),
-			isCustomProp = rcustomProp.test( name ),
-			style = elem.style;
-
-		// Make sure that we're working with the right name. We don't
-		// want to query the value if it is a CSS custom property
-		// since they are user-defined.
-		if ( !isCustomProp ) {
-			name = finalPropName( origName );
-		}
-
-		// Gets hook for the prefixed version, then unprefixed version
-		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
-
-		// Check if we're setting a value
-		if ( value !== undefined ) {
-			type = typeof value;
-
-			// Convert "+=" or "-=" to relative numbers (#7345)
-			if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) {
-				value = adjustCSS( elem, name, ret );
-
-				// Fixes bug #9237
-				type = "number";
-			}
-
-			// Make sure that null and NaN values aren't set (#7116)
-			if ( value == null || value !== value ) {
-				return;
-			}
-
-			// If a number was passed in, add the unit (except for certain CSS properties)
-			// The isCustomProp check can be removed in jQuery 4.0 when we only auto-append
-			// "px" to a few hardcoded values.
-			if ( type === "number" && !isCustomProp ) {
-				value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" );
-			}
-
-			// background-* props affect original clone's values
-			if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) {
-				style[ name ] = "inherit";
-			}
-
-			// If a hook was provided, use that value, otherwise just set the specified value
-			if ( !hooks || !( "set" in hooks ) ||
-				( value = hooks.set( elem, value, extra ) ) !== undefined ) {
-
-				if ( isCustomProp ) {
-					style.setProperty( name, value );
-				} else {
-					style[ name ] = value;
-				}
-			}
-
-		} else {
-
-			// If a hook was provided get the non-computed value from there
-			if ( hooks && "get" in hooks &&
-				( ret = hooks.get( elem, false, extra ) ) !== undefined ) {
-
-				return ret;
-			}
-
-			// Otherwise just get the value from the style object
-			return style[ name ];
-		}
-	},
-
-	css: function( elem, name, extra, styles ) {
-		var val, num, hooks,
-			origName = camelCase( name ),
-			isCustomProp = rcustomProp.test( name );
-
-		// Make sure that we're working with the right name. We don't
-		// want to modify the value if it is a CSS custom property
-		// since they are user-defined.
-		if ( !isCustomProp ) {
-			name = finalPropName( origName );
-		}
-
-		// Try prefixed name followed by the unprefixed name
-		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
-
-		// If a hook was provided get the computed value from there
-		if ( hooks && "get" in hooks ) {
-			val = hooks.get( elem, true, extra );
-		}
-
-		// Otherwise, if a way to get the computed value exists, use that
-		if ( val === undefined ) {
-			val = curCSS( elem, name, styles );
-		}
-
-		// Convert "normal" to computed value
-		if ( val === "normal" && name in cssNormalTransform ) {
-			val = cssNormalTransform[ name ];
-		}
-
-		// Make numeric if forced or a qualifier was provided and val looks numeric
-		if ( extra === "" || extra ) {
-			num = parseFloat( val );
-			return extra === true || isFinite( num ) ? num || 0 : val;
-		}
-
-		return val;
-	}
-} );
-
-jQuery.each( [ "height", "width" ], function( _i, dimension ) {
-	jQuery.cssHooks[ dimension ] = {
-		get: function( elem, computed, extra ) {
-			if ( computed ) {
-
-				// Certain elements can have dimension info if we invisibly show them
-				// but it must have a current display style that would benefit
-				return rdisplayswap.test( jQuery.css( elem, "display" ) ) &&
-
-					// Support: Safari 8+
-					// Table columns in Safari have non-zero offsetWidth & zero
-					// getBoundingClientRect().width unless display is changed.
-					// Support: IE <=11 only
-					// Running getBoundingClientRect on a disconnected node
-					// in IE throws an error.
-					( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ?
-					swap( elem, cssShow, function() {
-						return getWidthOrHeight( elem, dimension, extra );
-					} ) :
-					getWidthOrHeight( elem, dimension, extra );
-			}
-		},
-
-		set: function( elem, value, extra ) {
-			var matches,
-				styles = getStyles( elem ),
-
-				// Only read styles.position if the test has a chance to fail
-				// to avoid forcing a reflow.
-				scrollboxSizeBuggy = !support.scrollboxSize() &&
-					styles.position === "absolute",
-
-				// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991)
-				boxSizingNeeded = scrollboxSizeBuggy || extra,
-				isBorderBox = boxSizingNeeded &&
-					jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
-				subtract = extra ?
-					boxModelAdjustment(
-						elem,
-						dimension,
-						extra,
-						isBorderBox,
-						styles
-					) :
-					0;
-
-			// Account for unreliable border-box dimensions by comparing offset* to computed and
-			// faking a content-box to get border and padding (gh-3699)
-			if ( isBorderBox && scrollboxSizeBuggy ) {
-				subtract -= Math.ceil(
-					elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
-					parseFloat( styles[ dimension ] ) -
-					boxModelAdjustment( elem, dimension, "border", false, styles ) -
-					0.5
-				);
-			}
-
-			// Convert to pixels if value adjustment is needed
-			if ( subtract && ( matches = rcssNum.exec( value ) ) &&
-				( matches[ 3 ] || "px" ) !== "px" ) {
-
-				elem.style[ dimension ] = value;
-				value = jQuery.css( elem, dimension );
-			}
-
-			return setPositiveNumber( elem, value, subtract );
-		}
-	};
-} );
-
-jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,
-	function( elem, computed ) {
-		if ( computed ) {
-			return ( parseFloat( curCSS( elem, "marginLeft" ) ) ||
-				elem.getBoundingClientRect().left -
-					swap( elem, { marginLeft: 0 }, function() {
-						return elem.getBoundingClientRect().left;
-					} )
-			) + "px";
-		}
-	}
-);
-
-// These hooks are used by animate to expand properties
-jQuery.each( {
-	margin: "",
-	padding: "",
-	border: "Width"
-}, function( prefix, suffix ) {
-	jQuery.cssHooks[ prefix + suffix ] = {
-		expand: function( value ) {
-			var i = 0,
-				expanded = {},
-
-				// Assumes a single number if not a string
-				parts = typeof value === "string" ? value.split( " " ) : [ value ];
-
-			for ( ; i < 4; i++ ) {
-				expanded[ prefix + cssExpand[ i ] + suffix ] =
-					parts[ i ] || parts[ i - 2 ] || parts[ 0 ];
-			}
-
-			return expanded;
-		}
-	};
-
-	if ( prefix !== "margin" ) {
-		jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber;
-	}
-} );
-
-jQuery.fn.extend( {
-	css: function( name, value ) {
-		return access( this, function( elem, name, value ) {
-			var styles, len,
-				map = {},
-				i = 0;
-
-			if ( Array.isArray( name ) ) {
-				styles = getStyles( elem );
-				len = name.length;
-
-				for ( ; i < len; i++ ) {
-					map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles );
-				}
-
-				return map;
-			}
-
-			return value !== undefined ?
-				jQuery.style( elem, name, value ) :
-				jQuery.css( elem, name );
-		}, name, value, arguments.length > 1 );
-	}
-} );
-
-
-function Tween( elem, options, prop, end, easing ) {
-	return new Tween.prototype.init( elem, options, prop, end, easing );
-}
-jQuery.Tween = Tween;
-
-Tween.prototype = {
-	constructor: Tween,
-	init: function( elem, options, prop, end, easing, unit ) {
-		this.elem = elem;
-		this.prop = prop;
-		this.easing = easing || jQuery.easing._default;
-		this.options = options;
-		this.start = this.now = this.cur();
-		this.end = end;
-		this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" );
-	},
-	cur: function() {
-		var hooks = Tween.propHooks[ this.prop ];
-
-		return hooks && hooks.get ?
-			hooks.get( this ) :
-			Tween.propHooks._default.get( this );
-	},
-	run: function( percent ) {
-		var eased,
-			hooks = Tween.propHooks[ this.prop ];
-
-		if ( this.options.duration ) {
-			this.pos = eased = jQuery.easing[ this.easing ](
-				percent, this.options.duration * percent, 0, 1, this.options.duration
-			);
-		} else {
-			this.pos = eased = percent;
-		}
-		this.now = ( this.end - this.start ) * eased + this.start;
-
-		if ( this.options.step ) {
-			this.options.step.call( this.elem, this.now, this );
-		}
-
-		if ( hooks && hooks.set ) {
-			hooks.set( this );
-		} else {
-			Tween.propHooks._default.set( this );
-		}
-		return this;
-	}
-};
-
-Tween.prototype.init.prototype = Tween.prototype;
-
-Tween.propHooks = {
-	_default: {
-		get: function( tween ) {
-			var result;
-
-			// Use a property on the element directly when it is not a DOM element,
-			// or when there is no matching style property that exists.
-			if ( tween.elem.nodeType !== 1 ||
-				tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) {
-				return tween.elem[ tween.prop ];
-			}
-
-			// Passing an empty string as a 3rd parameter to .css will automatically
-			// attempt a parseFloat and fallback to a string if the parse fails.
-			// Simple values such as "10px" are parsed to Float;
-			// complex values such as "rotate(1rad)" are returned as-is.
-			result = jQuery.css( tween.elem, tween.prop, "" );
-
-			// Empty strings, null, undefined and "auto" are converted to 0.
-			return !result || result === "auto" ? 0 : result;
-		},
-		set: function( tween ) {
-
-			// Use step hook for back compat.
-			// Use cssHook if its there.
-			// Use .style if available and use plain properties where available.
-			if ( jQuery.fx.step[ tween.prop ] ) {
-				jQuery.fx.step[ tween.prop ]( tween );
-			} else if ( tween.elem.nodeType === 1 && (
-				jQuery.cssHooks[ tween.prop ] ||
-					tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) {
-				jQuery.style( tween.elem, tween.prop, tween.now + tween.unit );
-			} else {
-				tween.elem[ tween.prop ] = tween.now;
-			}
-		}
-	}
-};
-
-// Support: IE <=9 only
-// Panic based approach to setting things on disconnected nodes
-Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = {
-	set: function( tween ) {
-		if ( tween.elem.nodeType && tween.elem.parentNode ) {
-			tween.elem[ tween.prop ] = tween.now;
-		}
-	}
-};
-
-jQuery.easing = {
-	linear: function( p ) {
-		return p;
-	},
-	swing: function( p ) {
-		return 0.5 - Math.cos( p * Math.PI ) / 2;
-	},
-	_default: "swing"
-};
-
-jQuery.fx = Tween.prototype.init;
-
-// Back compat <1.8 extension point
-jQuery.fx.step = {};
-
-
-
-
-var
-	fxNow, inProgress,
-	rfxtypes = /^(?:toggle|show|hide)$/,
-	rrun = /queueHooks$/;
-
-function schedule() {
-	if ( inProgress ) {
-		if ( document.hidden === false && window.requestAnimationFrame ) {
-			window.requestAnimationFrame( schedule );
-		} else {
-			window.setTimeout( schedule, jQuery.fx.interval );
-		}
-
-		jQuery.fx.tick();
-	}
-}
-
-// Animations created synchronously will run synchronously
-function createFxNow() {
-	window.setTimeout( function() {
-		fxNow = undefined;
-	} );
-	return ( fxNow = Date.now() );
-}
-
-// Generate parameters to create a standard animation
-function genFx( type, includeWidth ) {
-	var which,
-		i = 0,
-		attrs = { height: type };
-
-	// If we include width, step value is 1 to do all cssExpand values,
-	// otherwise step value is 2 to skip over Left and Right
-	includeWidth = includeWidth ? 1 : 0;
-	for ( ; i < 4; i += 2 - includeWidth ) {
-		which = cssExpand[ i ];
-		attrs[ "margin" + which ] = attrs[ "padding" + which ] = type;
-	}
-
-	if ( includeWidth ) {
-		attrs.opacity = attrs.width = type;
-	}
-
-	return attrs;
-}
-
-function createTween( value, prop, animation ) {
-	var tween,
-		collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ),
-		index = 0,
-		length = collection.length;
-	for ( ; index < length; index++ ) {
-		if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) {
-
-			// We're done with this property
-			return tween;
-		}
-	}
-}
-
-function defaultPrefilter( elem, props, opts ) {
-	var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display,
-		isBox = "width" in props || "height" in props,
-		anim = this,
-		orig = {},
-		style = elem.style,
-		hidden = elem.nodeType && isHiddenWithinTree( elem ),
-		dataShow = dataPriv.get( elem, "fxshow" );
-
-	// Queue-skipping animations hijack the fx hooks
-	if ( !opts.queue ) {
-		hooks = jQuery._queueHooks( elem, "fx" );
-		if ( hooks.unqueued == null ) {
-			hooks.unqueued = 0;
-			oldfire = hooks.empty.fire;
-			hooks.empty.fire = function() {
-				if ( !hooks.unqueued ) {
-					oldfire();
-				}
-			};
-		}
-		hooks.unqueued++;
-
-		anim.always( function() {
-
-			// Ensure the complete handler is called before this completes
-			anim.always( function() {
-				hooks.unqueued--;
-				if ( !jQuery.queue( elem, "fx" ).length ) {
-					hooks.empty.fire();
-				}
-			} );
-		} );
-	}
-
-	// Detect show/hide animations
-	for ( prop in props ) {
-		value = props[ prop ];
-		if ( rfxtypes.test( value ) ) {
-			delete props[ prop ];
-			toggle = toggle || value === "toggle";
-			if ( value === ( hidden ? "hide" : "show" ) ) {
-
-				// Pretend to be hidden if this is a "show" and
-				// there is still data from a stopped show/hide
-				if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) {
-					hidden = true;
-
-				// Ignore all other no-op show/hide data
-				} else {
-					continue;
-				}
-			}
-			orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop );
-		}
-	}
-
-	// Bail out if this is a no-op like .hide().hide()
-	propTween = !jQuery.isEmptyObject( props );
-	if ( !propTween && jQuery.isEmptyObject( orig ) ) {
-		return;
-	}
-
-	// Restrict "overflow" and "display" styles during box animations
-	if ( isBox && elem.nodeType === 1 ) {
-
-		// Support: IE <=9 - 11, Edge 12 - 15
-		// Record all 3 overflow attributes because IE does not infer the shorthand
-		// from identically-valued overflowX and overflowY and Edge just mirrors
-		// the overflowX value there.
-		opts.overflow = [ style.overflow, style.overflowX, style.overflowY ];
-
-		// Identify a display type, preferring old show/hide data over the CSS cascade
-		restoreDisplay = dataShow && dataShow.display;
-		if ( restoreDisplay == null ) {
-			restoreDisplay = dataPriv.get( elem, "display" );
-		}
-		display = jQuery.css( elem, "display" );
-		if ( display === "none" ) {
-			if ( restoreDisplay ) {
-				display = restoreDisplay;
-			} else {
-
-				// Get nonempty value(s) by temporarily forcing visibility
-				showHide( [ elem ], true );
-				restoreDisplay = elem.style.display || restoreDisplay;
-				display = jQuery.css( elem, "display" );
-				showHide( [ elem ] );
-			}
-		}
-
-		// Animate inline elements as inline-block
-		if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) {
-			if ( jQuery.css( elem, "float" ) === "none" ) {
-
-				// Restore the original display value at the end of pure show/hide animations
-				if ( !propTween ) {
-					anim.done( function() {
-						style.display = restoreDisplay;
-					} );
-					if ( restoreDisplay == null ) {
-						display = style.display;
-						restoreDisplay = display === "none" ? "" : display;
-					}
-				}
-				style.display = "inline-block";
-			}
-		}
-	}
-
-	if ( opts.overflow ) {
-		style.overflow = "hidden";
-		anim.always( function() {
-			style.overflow = opts.overflow[ 0 ];
-			style.overflowX = opts.overflow[ 1 ];
-			style.overflowY = opts.overflow[ 2 ];
-		} );
-	}
-
-	// Implement show/hide animations
-	propTween = false;
-	for ( prop in orig ) {
-
-		// General show/hide setup for this element animation
-		if ( !propTween ) {
-			if ( dataShow ) {
-				if ( "hidden" in dataShow ) {
-					hidden = dataShow.hidden;
-				}
-			} else {
-				dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } );
-			}
-
-			// Store hidden/visible for toggle so `.stop().toggle()` "reverses"
-			if ( toggle ) {
-				dataShow.hidden = !hidden;
-			}
-
-			// Show elements before animating them
-			if ( hidden ) {
-				showHide( [ elem ], true );
-			}
-
-			/* eslint-disable no-loop-func */
-
-			anim.done( function() {
-
-				/* eslint-enable no-loop-func */
-
-				// The final step of a "hide" animation is actually hiding the element
-				if ( !hidden ) {
-					showHide( [ elem ] );
-				}
-				dataPriv.remove( elem, "fxshow" );
-				for ( prop in orig ) {
-					jQuery.style( elem, prop, orig[ prop ] );
-				}
-			} );
-		}
-
-		// Per-property setup
-		propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim );
-		if ( !( prop in dataShow ) ) {
-			dataShow[ prop ] = propTween.start;
-			if ( hidden ) {
-				propTween.end = propTween.start;
-				propTween.start = 0;
-			}
-		}
-	}
-}
-
-function propFilter( props, specialEasing ) {
-	var index, name, easing, value, hooks;
-
-	// camelCase, specialEasing and expand cssHook pass
-	for ( index in props ) {
-		name = camelCase( index );
-		easing = specialEasing[ name ];
-		value = props[ index ];
-		if ( Array.isArray( value ) ) {
-			easing = value[ 1 ];
-			value = props[ index ] = value[ 0 ];
-		}
-
-		if ( index !== name ) {
-			props[ name ] = value;
-			delete props[ index ];
-		}
-
-		hooks = jQuery.cssHooks[ name ];
-		if ( hooks && "expand" in hooks ) {
-			value = hooks.expand( value );
-			delete props[ name ];
-
-			// Not quite $.extend, this won't overwrite existing keys.
-			// Reusing 'index' because we have the correct "name"
-			for ( index in value ) {
-				if ( !( index in props ) ) {
-					props[ index ] = value[ index ];
-					specialEasing[ index ] = easing;
-				}
-			}
-		} else {
-			specialEasing[ name ] = easing;
-		}
-	}
-}
-
-function Animation( elem, properties, options ) {
-	var result,
-		stopped,
-		index = 0,
-		length = Animation.prefilters.length,
-		deferred = jQuery.Deferred().always( function() {
-
-			// Don't match elem in the :animated selector
-			delete tick.elem;
-		} ),
-		tick = function() {
-			if ( stopped ) {
-				return false;
-			}
-			var currentTime = fxNow || createFxNow(),
-				remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ),
-
-				// Support: Android 2.3 only
-				// Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497)
-				temp = remaining / animation.duration || 0,
-				percent = 1 - temp,
-				index = 0,
-				length = animation.tweens.length;
-
-			for ( ; index < length; index++ ) {
-				animation.tweens[ index ].run( percent );
-			}
-
-			deferred.notifyWith( elem, [ animation, percent, remaining ] );
-
-			// If there's more to do, yield
-			if ( percent < 1 && length ) {
-				return remaining;
-			}
-
-			// If this was an empty animation, synthesize a final progress notification
-			if ( !length ) {
-				deferred.notifyWith( elem, [ animation, 1, 0 ] );
-			}
-
-			// Resolve the animation and report its conclusion
-			deferred.resolveWith( elem, [ animation ] );
-			return false;
-		},
-		animation = deferred.promise( {
-			elem: elem,
-			props: jQuery.extend( {}, properties ),
-			opts: jQuery.extend( true, {
-				specialEasing: {},
-				easing: jQuery.easing._default
-			}, options ),
-			originalProperties: properties,
-			originalOptions: options,
-			startTime: fxNow || createFxNow(),
-			duration: options.duration,
-			tweens: [],
-			createTween: function( prop, end ) {
-				var tween = jQuery.Tween( elem, animation.opts, prop, end,
-					animation.opts.specialEasing[ prop ] || animation.opts.easing );
-				animation.tweens.push( tween );
-				return tween;
-			},
-			stop: function( gotoEnd ) {
-				var index = 0,
-
-					// If we are going to the end, we want to run all the tweens
-					// otherwise we skip this part
-					length = gotoEnd ? animation.tweens.length : 0;
-				if ( stopped ) {
-					return this;
-				}
-				stopped = true;
-				for ( ; index < length; index++ ) {
-					animation.tweens[ index ].run( 1 );
-				}
-
-				// Resolve when we played the last frame; otherwise, reject
-				if ( gotoEnd ) {
-					deferred.notifyWith( elem, [ animation, 1, 0 ] );
-					deferred.resolveWith( elem, [ animation, gotoEnd ] );
-				} else {
-					deferred.rejectWith( elem, [ animation, gotoEnd ] );
-				}
-				return this;
-			}
-		} ),
-		props = animation.props;
-
-	propFilter( props, animation.opts.specialEasing );
-
-	for ( ; index < length; index++ ) {
-		result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts );
-		if ( result ) {
-			if ( isFunction( result.stop ) ) {
-				jQuery._queueHooks( animation.elem, animation.opts.queue ).stop =
-					result.stop.bind( result );
-			}
-			return result;
-		}
-	}
-
-	jQuery.map( props, createTween, animation );
-
-	if ( isFunction( animation.opts.start ) ) {
-		animation.opts.start.call( elem, animation );
-	}
-
-	// Attach callbacks from options
-	animation
-		.progress( animation.opts.progress )
-		.done( animation.opts.done, animation.opts.complete )
-		.fail( animation.opts.fail )
-		.always( animation.opts.always );
-
-	jQuery.fx.timer(
-		jQuery.extend( tick, {
-			elem: elem,
-			anim: animation,
-			queue: animation.opts.queue
-		} )
-	);
-
-	return animation;
-}
-
-jQuery.Animation = jQuery.extend( Animation, {
-
-	tweeners: {
-		"*": [ function( prop, value ) {
-			var tween = this.createTween( prop, value );
-			adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween );
-			return tween;
-		} ]
-	},
-
-	tweener: function( props, callback ) {
-		if ( isFunction( props ) ) {
-			callback = props;
-			props = [ "*" ];
-		} else {
-			props = props.match( rnothtmlwhite );
-		}
-
-		var prop,
-			index = 0,
-			length = props.length;
-
-		for ( ; index < length; index++ ) {
-			prop = props[ index ];
-			Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || [];
-			Animation.tweeners[ prop ].unshift( callback );
-		}
-	},
-
-	prefilters: [ defaultPrefilter ],
-
-	prefilter: function( callback, prepend ) {
-		if ( prepend ) {
-			Animation.prefilters.unshift( callback );
-		} else {
-			Animation.prefilters.push( callback );
-		}
-	}
-} );
-
-jQuery.speed = function( speed, easing, fn ) {
-	var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : {
-		complete: fn || !fn && easing ||
-			isFunction( speed ) && speed,
-		duration: speed,
-		easing: fn && easing || easing && !isFunction( easing ) && easing
-	};
-
-	// Go to the end state if fx are off
-	if ( jQuery.fx.off ) {
-		opt.duration = 0;
-
-	} else {
-		if ( typeof opt.duration !== "number" ) {
-			if ( opt.duration in jQuery.fx.speeds ) {
-				opt.duration = jQuery.fx.speeds[ opt.duration ];
-
-			} else {
-				opt.duration = jQuery.fx.speeds._default;
-			}
-		}
-	}
-
-	// Normalize opt.queue - true/undefined/null -> "fx"
-	if ( opt.queue == null || opt.queue === true ) {
-		opt.queue = "fx";
-	}
-
-	// Queueing
-	opt.old = opt.complete;
-
-	opt.complete = function() {
-		if ( isFunction( opt.old ) ) {
-			opt.old.call( this );
-		}
-
-		if ( opt.queue ) {
-			jQuery.dequeue( this, opt.queue );
-		}
-	};
-
-	return opt;
-};
-
-jQuery.fn.extend( {
-	fadeTo: function( speed, to, easing, callback ) {
-
-		// Show any hidden elements after setting opacity to 0
-		return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show()
-
-			// Animate to the value specified
-			.end().animate( { opacity: to }, speed, easing, callback );
-	},
-	animate: function( prop, speed, easing, callback ) {
-		var empty = jQuery.isEmptyObject( prop ),
-			optall = jQuery.speed( speed, easing, callback ),
-			doAnimation = function() {
-
-				// Operate on a copy of prop so per-property easing won't be lost
-				var anim = Animation( this, jQuery.extend( {}, prop ), optall );
-
-				// Empty animations, or finishing resolves immediately
-				if ( empty || dataPriv.get( this, "finish" ) ) {
-					anim.stop( true );
-				}
-			};
-
-		doAnimation.finish = doAnimation;
-
-		return empty || optall.queue === false ?
-			this.each( doAnimation ) :
-			this.queue( optall.queue, doAnimation );
-	},
-	stop: function( type, clearQueue, gotoEnd ) {
-		var stopQueue = function( hooks ) {
-			var stop = hooks.stop;
-			delete hooks.stop;
-			stop( gotoEnd );
-		};
-
-		if ( typeof type !== "string" ) {
-			gotoEnd = clearQueue;
-			clearQueue = type;
-			type = undefined;
-		}
-		if ( clearQueue ) {
-			this.queue( type || "fx", [] );
-		}
-
-		return this.each( function() {
-			var dequeue = true,
-				index = type != null && type + "queueHooks",
-				timers = jQuery.timers,
-				data = dataPriv.get( this );
-
-			if ( index ) {
-				if ( data[ index ] && data[ index ].stop ) {
-					stopQueue( data[ index ] );
-				}
-			} else {
-				for ( index in data ) {
-					if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) {
-						stopQueue( data[ index ] );
-					}
-				}
-			}
-
-			for ( index = timers.length; index--; ) {
-				if ( timers[ index ].elem === this &&
-					( type == null || timers[ index ].queue === type ) ) {
-
-					timers[ index ].anim.stop( gotoEnd );
-					dequeue = false;
-					timers.splice( index, 1 );
-				}
-			}
-
-			// Start the next in the queue if the last step wasn't forced.
-			// Timers currently will call their complete callbacks, which
-			// will dequeue but only if they were gotoEnd.
-			if ( dequeue || !gotoEnd ) {
-				jQuery.dequeue( this, type );
-			}
-		} );
-	},
-	finish: function( type ) {
-		if ( type !== false ) {
-			type = type || "fx";
-		}
-		return this.each( function() {
-			var index,
-				data = dataPriv.get( this ),
-				queue = data[ type + "queue" ],
-				hooks = data[ type + "queueHooks" ],
-				timers = jQuery.timers,
-				length = queue ? queue.length : 0;
-
-			// Enable finishing flag on private data
-			data.finish = true;
-
-			// Empty the queue first
-			jQuery.queue( this, type, [] );
-
-			if ( hooks && hooks.stop ) {
-				hooks.stop.call( this, true );
-			}
-
-			// Look for any active animations, and finish them
-			for ( index = timers.length; index--; ) {
-				if ( timers[ index ].elem === this && timers[ index ].queue === type ) {
-					timers[ index ].anim.stop( true );
-					timers.splice( index, 1 );
-				}
-			}
-
-			// Look for any animations in the old queue and finish them
-			for ( index = 0; index < length; index++ ) {
-				if ( queue[ index ] && queue[ index ].finish ) {
-					queue[ index ].finish.call( this );
-				}
-			}
-
-			// Turn off finishing flag
-			delete data.finish;
-		} );
-	}
-} );
-
-jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) {
-	var cssFn = jQuery.fn[ name ];
-	jQuery.fn[ name ] = function( speed, easing, callback ) {
-		return speed == null || typeof speed === "boolean" ?
-			cssFn.apply( this, arguments ) :
-			this.animate( genFx( name, true ), speed, easing, callback );
-	};
-} );
-
-// Generate shortcuts for custom animations
-jQuery.each( {
-	slideDown: genFx( "show" ),
-	slideUp: genFx( "hide" ),
-	slideToggle: genFx( "toggle" ),
-	fadeIn: { opacity: "show" },
-	fadeOut: { opacity: "hide" },
-	fadeToggle: { opacity: "toggle" }
-}, function( name, props ) {
-	jQuery.fn[ name ] = function( speed, easing, callback ) {
-		return this.animate( props, speed, easing, callback );
-	};
-} );
-
-jQuery.timers = [];
-jQuery.fx.tick = function() {
-	var timer,
-		i = 0,
-		timers = jQuery.timers;
-
-	fxNow = Date.now();
-
-	for ( ; i < timers.length; i++ ) {
-		timer = timers[ i ];
-
-		// Run the timer and safely remove it when done (allowing for external removal)
-		if ( !timer() && timers[ i ] === timer ) {
-			timers.splice( i--, 1 );
-		}
-	}
-
-	if ( !timers.length ) {
-		jQuery.fx.stop();
-	}
-	fxNow = undefined;
-};
-
-jQuery.fx.timer = function( timer ) {
-	jQuery.timers.push( timer );
-	jQuery.fx.start();
-};
-
-jQuery.fx.interval = 13;
-jQuery.fx.start = function() {
-	if ( inProgress ) {
-		return;
-	}
-
-	inProgress = true;
-	schedule();
-};
-
-jQuery.fx.stop = function() {
-	inProgress = null;
-};
-
-jQuery.fx.speeds = {
-	slow: 600,
-	fast: 200,
-
-	// Default speed
-	_default: 400
-};
-
-
-// Based off of the plugin by Clint Helfers, with permission.
-// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/
-jQuery.fn.delay = function( time, type ) {
-	time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time;
-	type = type || "fx";
-
-	return this.queue( type, function( next, hooks ) {
-		var timeout = window.setTimeout( next, time );
-		hooks.stop = function() {
-			window.clearTimeout( timeout );
-		};
-	} );
-};
-
-
-( function() {
-	var input = document.createElement( "input" ),
-		select = document.createElement( "select" ),
-		opt = select.appendChild( document.createElement( "option" ) );
-
-	input.type = "checkbox";
-
-	// Support: Android <=4.3 only
-	// Default value for a checkbox should be "on"
-	support.checkOn = input.value !== "";
-
-	// Support: IE <=11 only
-	// Must access selectedIndex to make default options select
-	support.optSelected = opt.selected;
-
-	// Support: IE <=11 only
-	// An input loses its value after becoming a radio
-	input = document.createElement( "input" );
-	input.value = "t";
-	input.type = "radio";
-	support.radioValue = input.value === "t";
-} )();
-
-
-var boolHook,
-	attrHandle = jQuery.expr.attrHandle;
-
-jQuery.fn.extend( {
-	attr: function( name, value ) {
-		return access( this, jQuery.attr, name, value, arguments.length > 1 );
-	},
-
-	removeAttr: function( name ) {
-		return this.each( function() {
-			jQuery.removeAttr( this, name );
-		} );
-	}
-} );
-
-jQuery.extend( {
-	attr: function( elem, name, value ) {
-		var ret, hooks,
-			nType = elem.nodeType;
-
-		// Don't get/set attributes on text, comment and attribute nodes
-		if ( nType === 3 || nType === 8 || nType === 2 ) {
-			return;
-		}
-
-		// Fallback to prop when attributes are not supported
-		if ( typeof elem.getAttribute === "undefined" ) {
-			return jQuery.prop( elem, name, value );
-		}
-
-		// Attribute hooks are determined by the lowercase version
-		// Grab necessary hook if one is defined
-		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
-			hooks = jQuery.attrHooks[ name.toLowerCase() ] ||
-				( jQuery.expr.match.bool.test( name ) ? boolHook : undefined );
-		}
-
-		if ( value !== undefined ) {
-			if ( value === null ) {
-				jQuery.removeAttr( elem, name );
-				return;
-			}
-
-			if ( hooks && "set" in hooks &&
-				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
-				return ret;
-			}
-
-			elem.setAttribute( name, value + "" );
-			return value;
-		}
-
-		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
-			return ret;
-		}
-
-		ret = jQuery.find.attr( elem, name );
-
-		// Non-existent attributes return null, we normalize to undefined
-		return ret == null ? undefined : ret;
-	},
-
-	attrHooks: {
-		type: {
-			set: function( elem, value ) {
-				if ( !support.radioValue && value === "radio" &&
-					nodeName( elem, "input" ) ) {
-					var val = elem.value;
-					elem.setAttribute( "type", value );
-					if ( val ) {
-						elem.value = val;
-					}
-					return value;
-				}
-			}
-		}
-	},
-
-	removeAttr: function( elem, value ) {
-		var name,
-			i = 0,
-
-			// Attribute names can contain non-HTML whitespace characters
-			// https://html.spec.whatwg.org/multipage/syntax.html#attributes-2
-			attrNames = value && value.match( rnothtmlwhite );
-
-		if ( attrNames && elem.nodeType === 1 ) {
-			while ( ( name = attrNames[ i++ ] ) ) {
-				elem.removeAttribute( name );
-			}
-		}
-	}
-} );
-
-// Hooks for boolean attributes
-boolHook = {
-	set: function( elem, value, name ) {
-		if ( value === false ) {
-
-			// Remove boolean attributes when set to false
-			jQuery.removeAttr( elem, name );
-		} else {
-			elem.setAttribute( name, name );
-		}
-		return name;
-	}
-};
-
-jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) {
-	var getter = attrHandle[ name ] || jQuery.find.attr;
-
-	attrHandle[ name ] = function( elem, name, isXML ) {
-		var ret, handle,
-			lowercaseName = name.toLowerCase();
-
-		if ( !isXML ) {
-
-			// Avoid an infinite loop by temporarily removing this function from the getter
-			handle = attrHandle[ lowercaseName ];
-			attrHandle[ lowercaseName ] = ret;
-			ret = getter( elem, name, isXML ) != null ?
-				lowercaseName :
-				null;
-			attrHandle[ lowercaseName ] = handle;
-		}
-		return ret;
-	};
-} );
-
-
-
-
-var rfocusable = /^(?:input|select|textarea|button)$/i,
-	rclickable = /^(?:a|area)$/i;
-
-jQuery.fn.extend( {
-	prop: function( name, value ) {
-		return access( this, jQuery.prop, name, value, arguments.length > 1 );
-	},
-
-	removeProp: function( name ) {
-		return this.each( function() {
-			delete this[ jQuery.propFix[ name ] || name ];
-		} );
-	}
-} );
-
-jQuery.extend( {
-	prop: function( elem, name, value ) {
-		var ret, hooks,
-			nType = elem.nodeType;
-
-		// Don't get/set properties on text, comment and attribute nodes
-		if ( nType === 3 || nType === 8 || nType === 2 ) {
-			return;
-		}
-
-		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
-
-			// Fix name and attach hooks
-			name = jQuery.propFix[ name ] || name;
-			hooks = jQuery.propHooks[ name ];
-		}
-
-		if ( value !== undefined ) {
-			if ( hooks && "set" in hooks &&
-				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
-				return ret;
-			}
-
-			return ( elem[ name ] = value );
-		}
-
-		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
-			return ret;
-		}
-
-		return elem[ name ];
-	},
-
-	propHooks: {
-		tabIndex: {
-			get: function( elem ) {
-
-				// Support: IE <=9 - 11 only
-				// elem.tabIndex doesn't always return the
-				// correct value when it hasn't been explicitly set
-				// https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/
-				// Use proper attribute retrieval(#12072)
-				var tabindex = jQuery.find.attr( elem, "tabindex" );
-
-				if ( tabindex ) {
-					return parseInt( tabindex, 10 );
-				}
-
-				if (
-					rfocusable.test( elem.nodeName ) ||
-					rclickable.test( elem.nodeName ) &&
-					elem.href
-				) {
-					return 0;
-				}
-
-				return -1;
-			}
-		}
-	},
-
-	propFix: {
-		"for": "htmlFor",
-		"class": "className"
-	}
-} );
-
-// Support: IE <=11 only
-// Accessing the selectedIndex property
-// forces the browser to respect setting selected
-// on the option
-// The getter ensures a default option is selected
-// when in an optgroup
-// eslint rule "no-unused-expressions" is disabled for this code
-// since it considers such accessions noop
-if ( !support.optSelected ) {
-	jQuery.propHooks.selected = {
-		get: function( elem ) {
-
-			/* eslint no-unused-expressions: "off" */
-
-			var parent = elem.parentNode;
-			if ( parent && parent.parentNode ) {
-				parent.parentNode.selectedIndex;
-			}
-			return null;
-		},
-		set: function( elem ) {
-
-			/* eslint no-unused-expressions: "off" */
-
-			var parent = elem.parentNode;
-			if ( parent ) {
-				parent.selectedIndex;
-
-				if ( parent.parentNode ) {
-					parent.parentNode.selectedIndex;
-				}
-			}
-		}
-	};
-}
-
-jQuery.each( [
-	"tabIndex",
-	"readOnly",
-	"maxLength",
-	"cellSpacing",
-	"cellPadding",
-	"rowSpan",
-	"colSpan",
-	"useMap",
-	"frameBorder",
-	"contentEditable"
-], function() {
-	jQuery.propFix[ this.toLowerCase() ] = this;
-} );
-
-
-
-
-	// Strip and collapse whitespace according to HTML spec
-	// https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace
-	function stripAndCollapse( value ) {
-		var tokens = value.match( rnothtmlwhite ) || [];
-		return tokens.join( " " );
-	}
-
-
-function getClass( elem ) {
-	return elem.getAttribute && elem.getAttribute( "class" ) || "";
-}
-
-function classesToArray( value ) {
-	if ( Array.isArray( value ) ) {
-		return value;
-	}
-	if ( typeof value === "string" ) {
-		return value.match( rnothtmlwhite ) || [];
-	}
-	return [];
-}
-
-jQuery.fn.extend( {
-	addClass: function( value ) {
-		var classes, elem, cur, curValue, clazz, j, finalValue,
-			i = 0;
-
-		if ( isFunction( value ) ) {
-			return this.each( function( j ) {
-				jQuery( this ).addClass( value.call( this, j, getClass( this ) ) );
-			} );
-		}
-
-		classes = classesToArray( value );
-
-		if ( classes.length ) {
-			while ( ( elem = this[ i++ ] ) ) {
-				curValue = getClass( elem );
-				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
-
-				if ( cur ) {
-					j = 0;
-					while ( ( clazz = classes[ j++ ] ) ) {
-						if ( cur.indexOf( " " + clazz + " " ) < 0 ) {
-							cur += clazz + " ";
-						}
-					}
-
-					// Only assign if different to avoid unneeded rendering.
-					finalValue = stripAndCollapse( cur );
-					if ( curValue !== finalValue ) {
-						elem.setAttribute( "class", finalValue );
-					}
-				}
-			}
-		}
-
-		return this;
-	},
-
-	removeClass: function( value ) {
-		var classes, elem, cur, curValue, clazz, j, finalValue,
-			i = 0;
-
-		if ( isFunction( value ) ) {
-			return this.each( function( j ) {
-				jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) );
-			} );
-		}
-
-		if ( !arguments.length ) {
-			return this.attr( "class", "" );
-		}
-
-		classes = classesToArray( value );
-
-		if ( classes.length ) {
-			while ( ( elem = this[ i++ ] ) ) {
-				curValue = getClass( elem );
-
-				// This expression is here for better compressibility (see addClass)
-				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
-
-				if ( cur ) {
-					j = 0;
-					while ( ( clazz = classes[ j++ ] ) ) {
-
-						// Remove *all* instances
-						while ( cur.indexOf( " " + clazz + " " ) > -1 ) {
-							cur = cur.replace( " " + clazz + " ", " " );
-						}
-					}
-
-					// Only assign if different to avoid unneeded rendering.
-					finalValue = stripAndCollapse( cur );
-					if ( curValue !== finalValue ) {
-						elem.setAttribute( "class", finalValue );
-					}
-				}
-			}
-		}
-
-		return this;
-	},
-
-	toggleClass: function( value, stateVal ) {
-		var type = typeof value,
-			isValidValue = type === "string" || Array.isArray( value );
-
-		if ( typeof stateVal === "boolean" && isValidValue ) {
-			return stateVal ? this.addClass( value ) : this.removeClass( value );
-		}
-
-		if ( isFunction( value ) ) {
-			return this.each( function( i ) {
-				jQuery( this ).toggleClass(
-					value.call( this, i, getClass( this ), stateVal ),
-					stateVal
-				);
-			} );
-		}
-
-		return this.each( function() {
-			var className, i, self, classNames;
-
-			if ( isValidValue ) {
-
-				// Toggle individual class names
-				i = 0;
-				self = jQuery( this );
-				classNames = classesToArray( value );
-
-				while ( ( className = classNames[ i++ ] ) ) {
-
-					// Check each className given, space separated list
-					if ( self.hasClass( className ) ) {
-						self.removeClass( className );
-					} else {
-						self.addClass( className );
-					}
-				}
-
-			// Toggle whole class name
-			} else if ( value === undefined || type === "boolean" ) {
-				className = getClass( this );
-				if ( className ) {
-
-					// Store className if set
-					dataPriv.set( this, "__className__", className );
-				}
-
-				// If the element has a class name or if we're passed `false`,
-				// then remove the whole classname (if there was one, the above saved it).
-				// Otherwise bring back whatever was previously saved (if anything),
-				// falling back to the empty string if nothing was stored.
-				if ( this.setAttribute ) {
-					this.setAttribute( "class",
-						className || value === false ?
-							"" :
-							dataPriv.get( this, "__className__" ) || ""
-					);
-				}
-			}
-		} );
-	},
-
-	hasClass: function( selector ) {
-		var className, elem,
-			i = 0;
-
-		className = " " + selector + " ";
-		while ( ( elem = this[ i++ ] ) ) {
-			if ( elem.nodeType === 1 &&
-				( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) {
-				return true;
-			}
-		}
-
-		return false;
-	}
-} );
-
-
-
-
-var rreturn = /\r/g;
-
-jQuery.fn.extend( {
-	val: function( value ) {
-		var hooks, ret, valueIsFunction,
-			elem = this[ 0 ];
-
-		if ( !arguments.length ) {
-			if ( elem ) {
-				hooks = jQuery.valHooks[ elem.type ] ||
-					jQuery.valHooks[ elem.nodeName.toLowerCase() ];
-
-				if ( hooks &&
-					"get" in hooks &&
-					( ret = hooks.get( elem, "value" ) ) !== undefined
-				) {
-					return ret;
-				}
-
-				ret = elem.value;
-
-				// Handle most common string cases
-				if ( typeof ret === "string" ) {
-					return ret.replace( rreturn, "" );
-				}
-
-				// Handle cases where value is null/undef or number
-				return ret == null ? "" : ret;
-			}
-
-			return;
-		}
-
-		valueIsFunction = isFunction( value );
-
-		return this.each( function( i ) {
-			var val;
-
-			if ( this.nodeType !== 1 ) {
-				return;
-			}
-
-			if ( valueIsFunction ) {
-				val = value.call( this, i, jQuery( this ).val() );
-			} else {
-				val = value;
-			}
-
-			// Treat null/undefined as ""; convert numbers to string
-			if ( val == null ) {
-				val = "";
-
-			} else if ( typeof val === "number" ) {
-				val += "";
-
-			} else if ( Array.isArray( val ) ) {
-				val = jQuery.map( val, function( value ) {
-					return value == null ? "" : value + "";
-				} );
-			}
-
-			hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ];
-
-			// If set returns undefined, fall back to normal setting
-			if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) {
-				this.value = val;
-			}
-		} );
-	}
-} );
-
-jQuery.extend( {
-	valHooks: {
-		option: {
-			get: function( elem ) {
-
-				var val = jQuery.find.attr( elem, "value" );
-				return val != null ?
-					val :
-
-					// Support: IE <=10 - 11 only
-					// option.text throws exceptions (#14686, #14858)
-					// Strip and collapse whitespace
-					// https://html.spec.whatwg.org/#strip-and-collapse-whitespace
-					stripAndCollapse( jQuery.text( elem ) );
-			}
-		},
-		select: {
-			get: function( elem ) {
-				var value, option, i,
-					options = elem.options,
-					index = elem.selectedIndex,
-					one = elem.type === "select-one",
-					values = one ? null : [],
-					max = one ? index + 1 : options.length;
-
-				if ( index < 0 ) {
-					i = max;
-
-				} else {
-					i = one ? index : 0;
-				}
-
-				// Loop through all the selected options
-				for ( ; i < max; i++ ) {
-					option = options[ i ];
-
-					// Support: IE <=9 only
-					// IE8-9 doesn't update selected after form reset (#2551)
-					if ( ( option.selected || i === index ) &&
-
-							// Don't return options that are disabled or in a disabled optgroup
-							!option.disabled &&
-							( !option.parentNode.disabled ||
-								!nodeName( option.parentNode, "optgroup" ) ) ) {
-
-						// Get the specific value for the option
-						value = jQuery( option ).val();
-
-						// We don't need an array for one selects
-						if ( one ) {
-							return value;
-						}
-
-						// Multi-Selects return an array
-						values.push( value );
-					}
-				}
-
-				return values;
-			},
-
-			set: function( elem, value ) {
-				var optionSet, option,
-					options = elem.options,
-					values = jQuery.makeArray( value ),
-					i = options.length;
-
-				while ( i-- ) {
-					option = options[ i ];
-
-					/* eslint-disable no-cond-assign */
-
-					if ( option.selected =
-						jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1
-					) {
-						optionSet = true;
-					}
-
-					/* eslint-enable no-cond-assign */
-				}
-
-				// Force browsers to behave consistently when non-matching value is set
-				if ( !optionSet ) {
-					elem.selectedIndex = -1;
-				}
-				return values;
-			}
-		}
-	}
-} );
-
-// Radios and checkboxes getter/setter
-jQuery.each( [ "radio", "checkbox" ], function() {
-	jQuery.valHooks[ this ] = {
-		set: function( elem, value ) {
-			if ( Array.isArray( value ) ) {
-				return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 );
-			}
-		}
-	};
-	if ( !support.checkOn ) {
-		jQuery.valHooks[ this ].get = function( elem ) {
-			return elem.getAttribute( "value" ) === null ? "on" : elem.value;
-		};
-	}
-} );
-
-
-
-
-// Return jQuery for attributes-only inclusion
-
-
-support.focusin = "onfocusin" in window;
-
-
-var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/,
-	stopPropagationCallback = function( e ) {
-		e.stopPropagation();
-	};
-
-jQuery.extend( jQuery.event, {
-
-	trigger: function( event, data, elem, onlyHandlers ) {
-
-		var i, cur, tmp, bubbleType, ontype, handle, special, lastElement,
-			eventPath = [ elem || document ],
-			type = hasOwn.call( event, "type" ) ? event.type : event,
-			namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : [];
-
-		cur = lastElement = tmp = elem = elem || document;
-
-		// Don't do events on text and comment nodes
-		if ( elem.nodeType === 3 || elem.nodeType === 8 ) {
-			return;
-		}
-
-		// focus/blur morphs to focusin/out; ensure we're not firing them right now
-		if ( rfocusMorph.test( type + jQuery.event.triggered ) ) {
-			return;
-		}
-
-		if ( type.indexOf( "." ) > -1 ) {
-
-			// Namespaced trigger; create a regexp to match event type in handle()
-			namespaces = type.split( "." );
-			type = namespaces.shift();
-			namespaces.sort();
-		}
-		ontype = type.indexOf( ":" ) < 0 && "on" + type;
-
-		// Caller can pass in a jQuery.Event object, Object, or just an event type string
-		event = event[ jQuery.expando ] ?
-			event :
-			new jQuery.Event( type, typeof event === "object" && event );
-
-		// Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true)
-		event.isTrigger = onlyHandlers ? 2 : 3;
-		event.namespace = namespaces.join( "." );
-		event.rnamespace = event.namespace ?
-			new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) :
-			null;
-
-		// Clean up the event in case it is being reused
-		event.result = undefined;
-		if ( !event.target ) {
-			event.target = elem;
-		}
-
-		// Clone any incoming data and prepend the event, creating the handler arg list
-		data = data == null ?
-			[ event ] :
-			jQuery.makeArray( data, [ event ] );
-
-		// Allow special events to draw outside the lines
-		special = jQuery.event.special[ type ] || {};
-		if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) {
-			return;
-		}
-
-		// Determine event propagation path in advance, per W3C events spec (#9951)
-		// Bubble up to document, then to window; watch for a global ownerDocument var (#9724)
-		if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) {
-
-			bubbleType = special.delegateType || type;
-			if ( !rfocusMorph.test( bubbleType + type ) ) {
-				cur = cur.parentNode;
-			}
-			for ( ; cur; cur = cur.parentNode ) {
-				eventPath.push( cur );
-				tmp = cur;
-			}
-
-			// Only add window if we got to document (e.g., not plain obj or detached DOM)
-			if ( tmp === ( elem.ownerDocument || document ) ) {
-				eventPath.push( tmp.defaultView || tmp.parentWindow || window );
-			}
-		}
-
-		// Fire handlers on the event path
-		i = 0;
-		while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) {
-			lastElement = cur;
-			event.type = i > 1 ?
-				bubbleType :
-				special.bindType || type;
-
-			// jQuery handler
-			handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] &&
-				dataPriv.get( cur, "handle" );
-			if ( handle ) {
-				handle.apply( cur, data );
-			}
-
-			// Native handler
-			handle = ontype && cur[ ontype ];
-			if ( handle && handle.apply && acceptData( cur ) ) {
-				event.result = handle.apply( cur, data );
-				if ( event.result === false ) {
-					event.preventDefault();
-				}
-			}
-		}
-		event.type = type;
-
-		// If nobody prevented the default action, do it now
-		if ( !onlyHandlers && !event.isDefaultPrevented() ) {
-
-			if ( ( !special._default ||
-				special._default.apply( eventPath.pop(), data ) === false ) &&
-				acceptData( elem ) ) {
-
-				// Call a native DOM method on the target with the same name as the event.
-				// Don't do default actions on window, that's where global variables be (#6170)
-				if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) {
-
-					// Don't re-trigger an onFOO event when we call its FOO() method
-					tmp = elem[ ontype ];
-
-					if ( tmp ) {
-						elem[ ontype ] = null;
-					}
-
-					// Prevent re-triggering of the same event, since we already bubbled it above
-					jQuery.event.triggered = type;
-
-					if ( event.isPropagationStopped() ) {
-						lastElement.addEventListener( type, stopPropagationCallback );
-					}
-
-					elem[ type ]();
-
-					if ( event.isPropagationStopped() ) {
-						lastElement.removeEventListener( type, stopPropagationCallback );
-					}
-
-					jQuery.event.triggered = undefined;
-
-					if ( tmp ) {
-						elem[ ontype ] = tmp;
-					}
-				}
-			}
-		}
-
-		return event.result;
-	},
-
-	// Piggyback on a donor event to simulate a different one
-	// Used only for `focus(in | out)` events
-	simulate: function( type, elem, event ) {
-		var e = jQuery.extend(
-			new jQuery.Event(),
-			event,
-			{
-				type: type,
-				isSimulated: true
-			}
-		);
-
-		jQuery.event.trigger( e, null, elem );
-	}
-
-} );
-
-jQuery.fn.extend( {
-
-	trigger: function( type, data ) {
-		return this.each( function() {
-			jQuery.event.trigger( type, data, this );
-		} );
-	},
-	triggerHandler: function( type, data ) {
-		var elem = this[ 0 ];
-		if ( elem ) {
-			return jQuery.event.trigger( type, data, elem, true );
-		}
-	}
-} );
-
-
-// Support: Firefox <=44
-// Firefox doesn't have focus(in | out) events
-// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787
-//
-// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1
-// focus(in | out) events fire after focus & blur events,
-// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order
-// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857
-if ( !support.focusin ) {
-	jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) {
-
-		// Attach a single capturing handler on the document while someone wants focusin/focusout
-		var handler = function( event ) {
-			jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) );
-		};
-
-		jQuery.event.special[ fix ] = {
-			setup: function() {
-
-				// Handle: regular nodes (via `this.ownerDocument`), window
-				// (via `this.document`) & document (via `this`).
-				var doc = this.ownerDocument || this.document || this,
-					attaches = dataPriv.access( doc, fix );
-
-				if ( !attaches ) {
-					doc.addEventListener( orig, handler, true );
-				}
-				dataPriv.access( doc, fix, ( attaches || 0 ) + 1 );
-			},
-			teardown: function() {
-				var doc = this.ownerDocument || this.document || this,
-					attaches = dataPriv.access( doc, fix ) - 1;
-
-				if ( !attaches ) {
-					doc.removeEventListener( orig, handler, true );
-					dataPriv.remove( doc, fix );
-
-				} else {
-					dataPriv.access( doc, fix, attaches );
-				}
-			}
-		};
-	} );
-}
-var location = window.location;
-
-var nonce = { guid: Date.now() };
-
-var rquery = ( /\?/ );
-
-
-
-// Cross-browser xml parsing
-jQuery.parseXML = function( data ) {
-	var xml, parserErrorElem;
-	if ( !data || typeof data !== "string" ) {
-		return null;
-	}
-
-	// Support: IE 9 - 11 only
-	// IE throws on parseFromString with invalid input.
-	try {
-		xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" );
-	} catch ( e ) {}
-
-	parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ];
-	if ( !xml || parserErrorElem ) {
-		jQuery.error( "Invalid XML: " + (
-			parserErrorElem ?
-				jQuery.map( parserErrorElem.childNodes, function( el ) {
-					return el.textContent;
-				} ).join( "\n" ) :
-				data
-		) );
-	}
-	return xml;
-};
-
-
-var
-	rbracket = /\[\]$/,
-	rCRLF = /\r?\n/g,
-	rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i,
-	rsubmittable = /^(?:input|select|textarea|keygen)/i;
-
-function buildParams( prefix, obj, traditional, add ) {
-	var name;
-
-	if ( Array.isArray( obj ) ) {
-
-		// Serialize array item.
-		jQuery.each( obj, function( i, v ) {
-			if ( traditional || rbracket.test( prefix ) ) {
-
-				// Treat each array item as a scalar.
-				add( prefix, v );
-
-			} else {
-
-				// Item is non-scalar (array or object), encode its numeric index.
-				buildParams(
-					prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]",
-					v,
-					traditional,
-					add
-				);
-			}
-		} );
-
-	} else if ( !traditional && toType( obj ) === "object" ) {
-
-		// Serialize object item.
-		for ( name in obj ) {
-			buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add );
-		}
-
-	} else {
-
-		// Serialize scalar item.
-		add( prefix, obj );
-	}
-}
-
-// Serialize an array of form elements or a set of
-// key/values into a query string
-jQuery.param = function( a, traditional ) {
-	var prefix,
-		s = [],
-		add = function( key, valueOrFunction ) {
-
-			// If value is a function, invoke it and use its return value
-			var value = isFunction( valueOrFunction ) ?
-				valueOrFunction() :
-				valueOrFunction;
-
-			s[ s.length ] = encodeURIComponent( key ) + "=" +
-				encodeURIComponent( value == null ? "" : value );
-		};
-
-	if ( a == null ) {
-		return "";
-	}
-
-	// If an array was passed in, assume that it is an array of form elements.
-	if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) {
-
-		// Serialize the form elements
-		jQuery.each( a, function() {
-			add( this.name, this.value );
-		} );
-
-	} else {
-
-		// If traditional, encode the "old" way (the way 1.3.2 or older
-		// did it), otherwise encode params recursively.
-		for ( prefix in a ) {
-			buildParams( prefix, a[ prefix ], traditional, add );
-		}
-	}
-
-	// Return the resulting serialization
-	return s.join( "&" );
-};
-
-jQuery.fn.extend( {
-	serialize: function() {
-		return jQuery.param( this.serializeArray() );
-	},
-	serializeArray: function() {
-		return this.map( function() {
-
-			// Can add propHook for "elements" to filter or add form elements
-			var elements = jQuery.prop( this, "elements" );
-			return elements ? jQuery.makeArray( elements ) : this;
-		} ).filter( function() {
-			var type = this.type;
-
-			// Use .is( ":disabled" ) so that fieldset[disabled] works
-			return this.name && !jQuery( this ).is( ":disabled" ) &&
-				rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) &&
-				( this.checked || !rcheckableType.test( type ) );
-		} ).map( function( _i, elem ) {
-			var val = jQuery( this ).val();
-
-			if ( val == null ) {
-				return null;
-			}
-
-			if ( Array.isArray( val ) ) {
-				return jQuery.map( val, function( val ) {
-					return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
-				} );
-			}
-
-			return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
-		} ).get();
-	}
-} );
-
-
-var
-	r20 = /%20/g,
-	rhash = /#.*$/,
-	rantiCache = /([?&])_=[^&]*/,
-	rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg,
-
-	// #7653, #8125, #8152: local protocol detection
-	rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/,
-	rnoContent = /^(?:GET|HEAD)$/,
-	rprotocol = /^\/\//,
-
-	/* Prefilters
-	 * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example)
-	 * 2) These are called:
-	 *    - BEFORE asking for a transport
-	 *    - AFTER param serialization (s.data is a string if s.processData is true)
-	 * 3) key is the dataType
-	 * 4) the catchall symbol "*" can be used
-	 * 5) execution will start with transport dataType and THEN continue down to "*" if needed
-	 */
-	prefilters = {},
-
-	/* Transports bindings
-	 * 1) key is the dataType
-	 * 2) the catchall symbol "*" can be used
-	 * 3) selection will start with transport dataType and THEN go to "*" if needed
-	 */
-	transports = {},
-
-	// Avoid comment-prolog char sequence (#10098); must appease lint and evade compression
-	allTypes = "*/".concat( "*" ),
-
-	// Anchor tag for parsing the document origin
-	originAnchor = document.createElement( "a" );
-
-originAnchor.href = location.href;
-
-// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport
-function addToPrefiltersOrTransports( structure ) {
-
-	// dataTypeExpression is optional and defaults to "*"
-	return function( dataTypeExpression, func ) {
-
-		if ( typeof dataTypeExpression !== "string" ) {
-			func = dataTypeExpression;
-			dataTypeExpression = "*";
-		}
-
-		var dataType,
-			i = 0,
-			dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || [];
-
-		if ( isFunction( func ) ) {
-
-			// For each dataType in the dataTypeExpression
-			while ( ( dataType = dataTypes[ i++ ] ) ) {
-
-				// Prepend if requested
-				if ( dataType[ 0 ] === "+" ) {
-					dataType = dataType.slice( 1 ) || "*";
-					( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func );
-
-				// Otherwise append
-				} else {
-					( structure[ dataType ] = structure[ dataType ] || [] ).push( func );
-				}
-			}
-		}
-	};
-}
-
-// Base inspection function for prefilters and transports
-function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) {
-
-	var inspected = {},
-		seekingTransport = ( structure === transports );
-
-	function inspect( dataType ) {
-		var selected;
-		inspected[ dataType ] = true;
-		jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) {
-			var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR );
-			if ( typeof dataTypeOrTransport === "string" &&
-				!seekingTransport && !inspected[ dataTypeOrTransport ] ) {
-
-				options.dataTypes.unshift( dataTypeOrTransport );
-				inspect( dataTypeOrTransport );
-				return false;
-			} else if ( seekingTransport ) {
-				return !( selected = dataTypeOrTransport );
-			}
-		} );
-		return selected;
-	}
-
-	return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" );
-}
-
-// A special extend for ajax options
-// that takes "flat" options (not to be deep extended)
-// Fixes #9887
-function ajaxExtend( target, src ) {
-	var key, deep,
-		flatOptions = jQuery.ajaxSettings.flatOptions || {};
-
-	for ( key in src ) {
-		if ( src[ key ] !== undefined ) {
-			( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ];
-		}
-	}
-	if ( deep ) {
-		jQuery.extend( true, target, deep );
-	}
-
-	return target;
-}
-
-/* Handles responses to an ajax request:
- * - finds the right dataType (mediates between content-type and expected dataType)
- * - returns the corresponding response
- */
-function ajaxHandleResponses( s, jqXHR, responses ) {
-
-	var ct, type, finalDataType, firstDataType,
-		contents = s.contents,
-		dataTypes = s.dataTypes;
-
-	// Remove auto dataType and get content-type in the process
-	while ( dataTypes[ 0 ] === "*" ) {
-		dataTypes.shift();
-		if ( ct === undefined ) {
-			ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" );
-		}
-	}
-
-	// Check if we're dealing with a known content-type
-	if ( ct ) {
-		for ( type in contents ) {
-			if ( contents[ type ] && contents[ type ].test( ct ) ) {
-				dataTypes.unshift( type );
-				break;
-			}
-		}
-	}
-
-	// Check to see if we have a response for the expected dataType
-	if ( dataTypes[ 0 ] in responses ) {
-		finalDataType = dataTypes[ 0 ];
-	} else {
-
-		// Try convertible dataTypes
-		for ( type in responses ) {
-			if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) {
-				finalDataType = type;
-				break;
-			}
-			if ( !firstDataType ) {
-				firstDataType = type;
-			}
-		}
-
-		// Or just use first one
-		finalDataType = finalDataType || firstDataType;
-	}
-
-	// If we found a dataType
-	// We add the dataType to the list if needed
-	// and return the corresponding response
-	if ( finalDataType ) {
-		if ( finalDataType !== dataTypes[ 0 ] ) {
-			dataTypes.unshift( finalDataType );
-		}
-		return responses[ finalDataType ];
-	}
-}
-
-/* Chain conversions given the request and the original response
- * Also sets the responseXXX fields on the jqXHR instance
- */
-function ajaxConvert( s, response, jqXHR, isSuccess ) {
-	var conv2, current, conv, tmp, prev,
-		converters = {},
-
-		// Work with a copy of dataTypes in case we need to modify it for conversion
-		dataTypes = s.dataTypes.slice();
-
-	// Create converters map with lowercased keys
-	if ( dataTypes[ 1 ] ) {
-		for ( conv in s.converters ) {
-			converters[ conv.toLowerCase() ] = s.converters[ conv ];
-		}
-	}
-
-	current = dataTypes.shift();
-
-	// Convert to each sequential dataType
-	while ( current ) {
-
-		if ( s.responseFields[ current ] ) {
-			jqXHR[ s.responseFields[ current ] ] = response;
-		}
-
-		// Apply the dataFilter if provided
-		if ( !prev && isSuccess && s.dataFilter ) {
-			response = s.dataFilter( response, s.dataType );
-		}
-
-		prev = current;
-		current = dataTypes.shift();
-
-		if ( current ) {
-
-			// There's only work to do if current dataType is non-auto
-			if ( current === "*" ) {
-
-				current = prev;
-
-			// Convert response if prev dataType is non-auto and differs from current
-			} else if ( prev !== "*" && prev !== current ) {
-
-				// Seek a direct converter
-				conv = converters[ prev + " " + current ] || converters[ "* " + current ];
-
-				// If none found, seek a pair
-				if ( !conv ) {
-					for ( conv2 in converters ) {
-
-						// If conv2 outputs current
-						tmp = conv2.split( " " );
-						if ( tmp[ 1 ] === current ) {
-
-							// If prev can be converted to accepted input
-							conv = converters[ prev + " " + tmp[ 0 ] ] ||
-								converters[ "* " + tmp[ 0 ] ];
-							if ( conv ) {
-
-								// Condense equivalence converters
-								if ( conv === true ) {
-									conv = converters[ conv2 ];
-
-								// Otherwise, insert the intermediate dataType
-								} else if ( converters[ conv2 ] !== true ) {
-									current = tmp[ 0 ];
-									dataTypes.unshift( tmp[ 1 ] );
-								}
-								break;
-							}
-						}
-					}
-				}
-
-				// Apply converter (if not an equivalence)
-				if ( conv !== true ) {
-
-					// Unless errors are allowed to bubble, catch and return them
-					if ( conv && s.throws ) {
-						response = conv( response );
-					} else {
-						try {
-							response = conv( response );
-						} catch ( e ) {
-							return {
-								state: "parsererror",
-								error: conv ? e : "No conversion from " + prev + " to " + current
-							};
-						}
-					}
-				}
-			}
-		}
-	}
-
-	return { state: "success", data: response };
-}
-
-jQuery.extend( {
-
-	// Counter for holding the number of active queries
-	active: 0,
-
-	// Last-Modified header cache for next request
-	lastModified: {},
-	etag: {},
-
-	ajaxSettings: {
-		url: location.href,
-		type: "GET",
-		isLocal: rlocalProtocol.test( location.protocol ),
-		global: true,
-		processData: true,
-		async: true,
-		contentType: "application/x-www-form-urlencoded; charset=UTF-8",
-
-		/*
-		timeout: 0,
-		data: null,
-		dataType: null,
-		username: null,
-		password: null,
-		cache: null,
-		throws: false,
-		traditional: false,
-		headers: {},
-		*/
-
-		accepts: {
-			"*": allTypes,
-			text: "text/plain",
-			html: "text/html",
-			xml: "application/xml, text/xml",
-			json: "application/json, text/javascript"
-		},
-
-		contents: {
-			xml: /\bxml\b/,
-			html: /\bhtml/,
-			json: /\bjson\b/
-		},
-
-		responseFields: {
-			xml: "responseXML",
-			text: "responseText",
-			json: "responseJSON"
-		},
-
-		// Data converters
-		// Keys separate source (or catchall "*") and destination types with a single space
-		converters: {
-
-			// Convert anything to text
-			"* text": String,
-
-			// Text to html (true = no transformation)
-			"text html": true,
-
-			// Evaluate text as a json expression
-			"text json": JSON.parse,
-
-			// Parse text as xml
-			"text xml": jQuery.parseXML
-		},
-
-		// For options that shouldn't be deep extended:
-		// you can add your own custom options here if
-		// and when you create one that shouldn't be
-		// deep extended (see ajaxExtend)
-		flatOptions: {
-			url: true,
-			context: true
-		}
-	},
-
-	// Creates a full fledged settings object into target
-	// with both ajaxSettings and settings fields.
-	// If target is omitted, writes into ajaxSettings.
-	ajaxSetup: function( target, settings ) {
-		return settings ?
-
-			// Building a settings object
-			ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) :
-
-			// Extending ajaxSettings
-			ajaxExtend( jQuery.ajaxSettings, target );
-	},
-
-	ajaxPrefilter: addToPrefiltersOrTransports( prefilters ),
-	ajaxTransport: addToPrefiltersOrTransports( transports ),
-
-	// Main method
-	ajax: function( url, options ) {
-
-		// If url is an object, simulate pre-1.5 signature
-		if ( typeof url === "object" ) {
-			options = url;
-			url = undefined;
-		}
-
-		// Force options to be an object
-		options = options || {};
-
-		var transport,
-
-			// URL without anti-cache param
-			cacheURL,
-
-			// Response headers
-			responseHeadersString,
-			responseHeaders,
-
-			// timeout handle
-			timeoutTimer,
-
-			// Url cleanup var
-			urlAnchor,
-
-			// Request state (becomes false upon send and true upon completion)
-			completed,
-
-			// To know if global events are to be dispatched
-			fireGlobals,
-
-			// Loop variable
-			i,
-
-			// uncached part of the url
-			uncached,
-
-			// Create the final options object
-			s = jQuery.ajaxSetup( {}, options ),
-
-			// Callbacks context
-			callbackContext = s.context || s,
-
-			// Context for global events is callbackContext if it is a DOM node or jQuery collection
-			globalEventContext = s.context &&
-				( callbackContext.nodeType || callbackContext.jquery ) ?
-				jQuery( callbackContext ) :
-				jQuery.event,
-
-			// Deferreds
-			deferred = jQuery.Deferred(),
-			completeDeferred = jQuery.Callbacks( "once memory" ),
-
-			// Status-dependent callbacks
-			statusCode = s.statusCode || {},
-
-			// Headers (they are sent all at once)
-			requestHeaders = {},
-			requestHeadersNames = {},
-
-			// Default abort message
-			strAbort = "canceled",
-
-			// Fake xhr
-			jqXHR = {
-				readyState: 0,
-
-				// Builds headers hashtable if needed
-				getResponseHeader: function( key ) {
-					var match;
-					if ( completed ) {
-						if ( !responseHeaders ) {
-							responseHeaders = {};
-							while ( ( match = rheaders.exec( responseHeadersString ) ) ) {
-								responseHeaders[ match[ 1 ].toLowerCase() + " " ] =
-									( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] )
-										.concat( match[ 2 ] );
-							}
-						}
-						match = responseHeaders[ key.toLowerCase() + " " ];
-					}
-					return match == null ? null : match.join( ", " );
-				},
-
-				// Raw string
-				getAllResponseHeaders: function() {
-					return completed ? responseHeadersString : null;
-				},
-
-				// Caches the header
-				setRequestHeader: function( name, value ) {
-					if ( completed == null ) {
-						name = requestHeadersNames[ name.toLowerCase() ] =
-							requestHeadersNames[ name.toLowerCase() ] || name;
-						requestHeaders[ name ] = value;
-					}
-					return this;
-				},
-
-				// Overrides response content-type header
-				overrideMimeType: function( type ) {
-					if ( completed == null ) {
-						s.mimeType = type;
-					}
-					return this;
-				},
-
-				// Status-dependent callbacks
-				statusCode: function( map ) {
-					var code;
-					if ( map ) {
-						if ( completed ) {
-
-							// Execute the appropriate callbacks
-							jqXHR.always( map[ jqXHR.status ] );
-						} else {
-
-							// Lazy-add the new callbacks in a way that preserves old ones
-							for ( code in map ) {
-								statusCode[ code ] = [ statusCode[ code ], map[ code ] ];
-							}
-						}
-					}
-					return this;
-				},
-
-				// Cancel the request
-				abort: function( statusText ) {
-					var finalText = statusText || strAbort;
-					if ( transport ) {
-						transport.abort( finalText );
-					}
-					done( 0, finalText );
-					return this;
-				}
-			};
-
-		// Attach deferreds
-		deferred.promise( jqXHR );
-
-		// Add protocol if not provided (prefilters might expect it)
-		// Handle falsy url in the settings object (#10093: consistency with old signature)
-		// We also use the url parameter if available
-		s.url = ( ( url || s.url || location.href ) + "" )
-			.replace( rprotocol, location.protocol + "//" );
-
-		// Alias method option to type as per ticket #12004
-		s.type = options.method || options.type || s.method || s.type;
-
-		// Extract dataTypes list
-		s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ];
-
-		// A cross-domain request is in order when the origin doesn't match the current origin.
-		if ( s.crossDomain == null ) {
-			urlAnchor = document.createElement( "a" );
-
-			// Support: IE <=8 - 11, Edge 12 - 15
-			// IE throws exception on accessing the href property if url is malformed,
-			// e.g. http://example.com:80x/
-			try {
-				urlAnchor.href = s.url;
-
-				// Support: IE <=8 - 11 only
-				// Anchor's host property isn't correctly set when s.url is relative
-				urlAnchor.href = urlAnchor.href;
-				s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !==
-					urlAnchor.protocol + "//" + urlAnchor.host;
-			} catch ( e ) {
-
-				// If there is an error parsing the URL, assume it is crossDomain,
-				// it can be rejected by the transport if it is invalid
-				s.crossDomain = true;
-			}
-		}
-
-		// Convert data if not already a string
-		if ( s.data && s.processData && typeof s.data !== "string" ) {
-			s.data = jQuery.param( s.data, s.traditional );
-		}
-
-		// Apply prefilters
-		inspectPrefiltersOrTransports( prefilters, s, options, jqXHR );
-
-		// If request was aborted inside a prefilter, stop there
-		if ( completed ) {
-			return jqXHR;
-		}
-
-		// We can fire global events as of now if asked to
-		// Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118)
-		fireGlobals = jQuery.event && s.global;
-
-		// Watch for a new set of requests
-		if ( fireGlobals && jQuery.active++ === 0 ) {
-			jQuery.event.trigger( "ajaxStart" );
-		}
-
-		// Uppercase the type
-		s.type = s.type.toUpperCase();
-
-		// Determine if request has content
-		s.hasContent = !rnoContent.test( s.type );
-
-		// Save the URL in case we're toying with the If-Modified-Since
-		// and/or If-None-Match header later on
-		// Remove hash to simplify url manipulation
-		cacheURL = s.url.replace( rhash, "" );
-
-		// More options handling for requests with no content
-		if ( !s.hasContent ) {
-
-			// Remember the hash so we can put it back
-			uncached = s.url.slice( cacheURL.length );
-
-			// If data is available and should be processed, append data to url
-			if ( s.data && ( s.processData || typeof s.data === "string" ) ) {
-				cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data;
-
-				// #9682: remove data so that it's not used in an eventual retry
-				delete s.data;
-			}
-
-			// Add or update anti-cache param if needed
-			if ( s.cache === false ) {
-				cacheURL = cacheURL.replace( rantiCache, "$1" );
-				uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) +
-					uncached;
-			}
-
-			// Put hash and anti-cache on the URL that will be requested (gh-1732)
-			s.url = cacheURL + uncached;
-
-		// Change '%20' to '+' if this is encoded form body content (gh-2658)
-		} else if ( s.data && s.processData &&
-			( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) {
-			s.data = s.data.replace( r20, "+" );
-		}
-
-		// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
-		if ( s.ifModified ) {
-			if ( jQuery.lastModified[ cacheURL ] ) {
-				jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] );
-			}
-			if ( jQuery.etag[ cacheURL ] ) {
-				jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] );
-			}
-		}
-
-		// Set the correct header, if data is being sent
-		if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) {
-			jqXHR.setRequestHeader( "Content-Type", s.contentType );
-		}
-
-		// Set the Accepts header for the server, depending on the dataType
-		jqXHR.setRequestHeader(
-			"Accept",
-			s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ?
-				s.accepts[ s.dataTypes[ 0 ] ] +
-					( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) :
-				s.accepts[ "*" ]
-		);
-
-		// Check for headers option
-		for ( i in s.headers ) {
-			jqXHR.setRequestHeader( i, s.headers[ i ] );
-		}
-
-		// Allow custom headers/mimetypes and early abort
-		if ( s.beforeSend &&
-			( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) {
-
-			// Abort if not done already and return
-			return jqXHR.abort();
-		}
-
-		// Aborting is no longer a cancellation
-		strAbort = "abort";
-
-		// Install callbacks on deferreds
-		completeDeferred.add( s.complete );
-		jqXHR.done( s.success );
-		jqXHR.fail( s.error );
-
-		// Get transport
-		transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR );
-
-		// If no transport, we auto-abort
-		if ( !transport ) {
-			done( -1, "No Transport" );
-		} else {
-			jqXHR.readyState = 1;
-
-			// Send global event
-			if ( fireGlobals ) {
-				globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] );
-			}
-
-			// If request was aborted inside ajaxSend, stop there
-			if ( completed ) {
-				return jqXHR;
-			}
-
-			// Timeout
-			if ( s.async && s.timeout > 0 ) {
-				timeoutTimer = window.setTimeout( function() {
-					jqXHR.abort( "timeout" );
-				}, s.timeout );
-			}
-
-			try {
-				completed = false;
-				transport.send( requestHeaders, done );
-			} catch ( e ) {
-
-				// Rethrow post-completion exceptions
-				if ( completed ) {
-					throw e;
-				}
-
-				// Propagate others as results
-				done( -1, e );
-			}
-		}
-
-		// Callback for when everything is done
-		function done( status, nativeStatusText, responses, headers ) {
-			var isSuccess, success, error, response, modified,
-				statusText = nativeStatusText;
-
-			// Ignore repeat invocations
-			if ( completed ) {
-				return;
-			}
-
-			completed = true;
-
-			// Clear timeout if it exists
-			if ( timeoutTimer ) {
-				window.clearTimeout( timeoutTimer );
-			}
-
-			// Dereference transport for early garbage collection
-			// (no matter how long the jqXHR object will be used)
-			transport = undefined;
-
-			// Cache response headers
-			responseHeadersString = headers || "";
-
-			// Set readyState
-			jqXHR.readyState = status > 0 ? 4 : 0;
-
-			// Determine if successful
-			isSuccess = status >= 200 && status < 300 || status === 304;
-
-			// Get response data
-			if ( responses ) {
-				response = ajaxHandleResponses( s, jqXHR, responses );
-			}
-
-			// Use a noop converter for missing script but not if jsonp
-			if ( !isSuccess &&
-				jQuery.inArray( "script", s.dataTypes ) > -1 &&
-				jQuery.inArray( "json", s.dataTypes ) < 0 ) {
-				s.converters[ "text script" ] = function() {};
-			}
-
-			// Convert no matter what (that way responseXXX fields are always set)
-			response = ajaxConvert( s, response, jqXHR, isSuccess );
-
-			// If successful, handle type chaining
-			if ( isSuccess ) {
-
-				// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
-				if ( s.ifModified ) {
-					modified = jqXHR.getResponseHeader( "Last-Modified" );
-					if ( modified ) {
-						jQuery.lastModified[ cacheURL ] = modified;
-					}
-					modified = jqXHR.getResponseHeader( "etag" );
-					if ( modified ) {
-						jQuery.etag[ cacheURL ] = modified;
-					}
-				}
-
-				// if no content
-				if ( status === 204 || s.type === "HEAD" ) {
-					statusText = "nocontent";
-
-				// if not modified
-				} else if ( status === 304 ) {
-					statusText = "notmodified";
-
-				// If we have data, let's convert it
-				} else {
-					statusText = response.state;
-					success = response.data;
-					error = response.error;
-					isSuccess = !error;
-				}
-			} else {
-
-				// Extract error from statusText and normalize for non-aborts
-				error = statusText;
-				if ( status || !statusText ) {
-					statusText = "error";
-					if ( status < 0 ) {
-						status = 0;
-					}
-				}
-			}
-
-			// Set data for the fake xhr object
-			jqXHR.status = status;
-			jqXHR.statusText = ( nativeStatusText || statusText ) + "";
-
-			// Success/Error
-			if ( isSuccess ) {
-				deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] );
-			} else {
-				deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] );
-			}
-
-			// Status-dependent callbacks
-			jqXHR.statusCode( statusCode );
-			statusCode = undefined;
-
-			if ( fireGlobals ) {
-				globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError",
-					[ jqXHR, s, isSuccess ? success : error ] );
-			}
-
-			// Complete
-			completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] );
-
-			if ( fireGlobals ) {
-				globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] );
-
-				// Handle the global AJAX counter
-				if ( !( --jQuery.active ) ) {
-					jQuery.event.trigger( "ajaxStop" );
-				}
-			}
-		}
-
-		return jqXHR;
-	},
-
-	getJSON: function( url, data, callback ) {
-		return jQuery.get( url, data, callback, "json" );
-	},
-
-	getScript: function( url, callback ) {
-		return jQuery.get( url, undefined, callback, "script" );
-	}
-} );
-
-jQuery.each( [ "get", "post" ], function( _i, method ) {
-	jQuery[ method ] = function( url, data, callback, type ) {
-
-		// Shift arguments if data argument was omitted
-		if ( isFunction( data ) ) {
-			type = type || callback;
-			callback = data;
-			data = undefined;
-		}
-
-		// The url can be an options object (which then must have .url)
-		return jQuery.ajax( jQuery.extend( {
-			url: url,
-			type: method,
-			dataType: type,
-			data: data,
-			success: callback
-		}, jQuery.isPlainObject( url ) && url ) );
-	};
-} );
-
-jQuery.ajaxPrefilter( function( s ) {
-	var i;
-	for ( i in s.headers ) {
-		if ( i.toLowerCase() === "content-type" ) {
-			s.contentType = s.headers[ i ] || "";
-		}
-	}
-} );
-
-
-jQuery._evalUrl = function( url, options, doc ) {
-	return jQuery.ajax( {
-		url: url,
-
-		// Make this explicit, since user can override this through ajaxSetup (#11264)
-		type: "GET",
-		dataType: "script",
-		cache: true,
-		async: false,
-		global: false,
-
-		// Only evaluate the response if it is successful (gh-4126)
-		// dataFilter is not invoked for failure responses, so using it instead
-		// of the default converter is kludgy but it works.
-		converters: {
-			"text script": function() {}
-		},
-		dataFilter: function( response ) {
-			jQuery.globalEval( response, options, doc );
-		}
-	} );
-};
-
-
-jQuery.fn.extend( {
-	wrapAll: function( html ) {
-		var wrap;
-
-		if ( this[ 0 ] ) {
-			if ( isFunction( html ) ) {
-				html = html.call( this[ 0 ] );
-			}
-
-			// The elements to wrap the target around
-			wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true );
-
-			if ( this[ 0 ].parentNode ) {
-				wrap.insertBefore( this[ 0 ] );
-			}
-
-			wrap.map( function() {
-				var elem = this;
-
-				while ( elem.firstElementChild ) {
-					elem = elem.firstElementChild;
-				}
-
-				return elem;
-			} ).append( this );
-		}
-
-		return this;
-	},
-
-	wrapInner: function( html ) {
-		if ( isFunction( html ) ) {
-			return this.each( function( i ) {
-				jQuery( this ).wrapInner( html.call( this, i ) );
-			} );
-		}
-
-		return this.each( function() {
-			var self = jQuery( this ),
-				contents = self.contents();
-
-			if ( contents.length ) {
-				contents.wrapAll( html );
-
-			} else {
-				self.append( html );
-			}
-		} );
-	},
-
-	wrap: function( html ) {
-		var htmlIsFunction = isFunction( html );
-
-		return this.each( function( i ) {
-			jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html );
-		} );
-	},
-
-	unwrap: function( selector ) {
-		this.parent( selector ).not( "body" ).each( function() {
-			jQuery( this ).replaceWith( this.childNodes );
-		} );
-		return this;
-	}
-} );
-
-
-jQuery.expr.pseudos.hidden = function( elem ) {
-	return !jQuery.expr.pseudos.visible( elem );
-};
-jQuery.expr.pseudos.visible = function( elem ) {
-	return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length );
-};
-
-
-
-
-jQuery.ajaxSettings.xhr = function() {
-	try {
-		return new window.XMLHttpRequest();
-	} catch ( e ) {}
-};
-
-var xhrSuccessStatus = {
-
-		// File protocol always yields status code 0, assume 200
-		0: 200,
-
-		// Support: IE <=9 only
-		// #1450: sometimes IE returns 1223 when it should be 204
-		1223: 204
-	},
-	xhrSupported = jQuery.ajaxSettings.xhr();
-
-support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported );
-support.ajax = xhrSupported = !!xhrSupported;
-
-jQuery.ajaxTransport( function( options ) {
-	var callback, errorCallback;
-
-	// Cross domain only allowed if supported through XMLHttpRequest
-	if ( support.cors || xhrSupported && !options.crossDomain ) {
-		return {
-			send: function( headers, complete ) {
-				var i,
-					xhr = options.xhr();
-
-				xhr.open(
-					options.type,
-					options.url,
-					options.async,
-					options.username,
-					options.password
-				);
-
-				// Apply custom fields if provided
-				if ( options.xhrFields ) {
-					for ( i in options.xhrFields ) {
-						xhr[ i ] = options.xhrFields[ i ];
-					}
-				}
-
-				// Override mime type if needed
-				if ( options.mimeType && xhr.overrideMimeType ) {
-					xhr.overrideMimeType( options.mimeType );
-				}
-
-				// X-Requested-With header
-				// For cross-domain requests, seeing as conditions for a preflight are
-				// akin to a jigsaw puzzle, we simply never set it to be sure.
-				// (it can always be set on a per-request basis or even using ajaxSetup)
-				// For same-domain requests, won't change header if already provided.
-				if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) {
-					headers[ "X-Requested-With" ] = "XMLHttpRequest";
-				}
-
-				// Set headers
-				for ( i in headers ) {
-					xhr.setRequestHeader( i, headers[ i ] );
-				}
-
-				// Callback
-				callback = function( type ) {
-					return function() {
-						if ( callback ) {
-							callback = errorCallback = xhr.onload =
-								xhr.onerror = xhr.onabort = xhr.ontimeout =
-									xhr.onreadystatechange = null;
-
-							if ( type === "abort" ) {
-								xhr.abort();
-							} else if ( type === "error" ) {
-
-								// Support: IE <=9 only
-								// On a manual native abort, IE9 throws
-								// errors on any property access that is not readyState
-								if ( typeof xhr.status !== "number" ) {
-									complete( 0, "error" );
-								} else {
-									complete(
-
-										// File: protocol always yields status 0; see #8605, #14207
-										xhr.status,
-										xhr.statusText
-									);
-								}
-							} else {
-								complete(
-									xhrSuccessStatus[ xhr.status ] || xhr.status,
-									xhr.statusText,
-
-									// Support: IE <=9 only
-									// IE9 has no XHR2 but throws on binary (trac-11426)
-									// For XHR2 non-text, let the caller handle it (gh-2498)
-									( xhr.responseType || "text" ) !== "text"  ||
-									typeof xhr.responseText !== "string" ?
-										{ binary: xhr.response } :
-										{ text: xhr.responseText },
-									xhr.getAllResponseHeaders()
-								);
-							}
-						}
-					};
-				};
-
-				// Listen to events
-				xhr.onload = callback();
-				errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" );
-
-				// Support: IE 9 only
-				// Use onreadystatechange to replace onabort
-				// to handle uncaught aborts
-				if ( xhr.onabort !== undefined ) {
-					xhr.onabort = errorCallback;
-				} else {
-					xhr.onreadystatechange = function() {
-
-						// Check readyState before timeout as it changes
-						if ( xhr.readyState === 4 ) {
-
-							// Allow onerror to be called first,
-							// but that will not handle a native abort
-							// Also, save errorCallback to a variable
-							// as xhr.onerror cannot be accessed
-							window.setTimeout( function() {
-								if ( callback ) {
-									errorCallback();
-								}
-							} );
-						}
-					};
-				}
-
-				// Create the abort callback
-				callback = callback( "abort" );
-
-				try {
-
-					// Do send the request (this may raise an exception)
-					xhr.send( options.hasContent && options.data || null );
-				} catch ( e ) {
-
-					// #14683: Only rethrow if this hasn't been notified as an error yet
-					if ( callback ) {
-						throw e;
-					}
-				}
-			},
-
-			abort: function() {
-				if ( callback ) {
-					callback();
-				}
-			}
-		};
-	}
-} );
-
-
-
-
-// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432)
-jQuery.ajaxPrefilter( function( s ) {
-	if ( s.crossDomain ) {
-		s.contents.script = false;
-	}
-} );
-
-// Install script dataType
-jQuery.ajaxSetup( {
-	accepts: {
-		script: "text/javascript, application/javascript, " +
-			"application/ecmascript, application/x-ecmascript"
-	},
-	contents: {
-		script: /\b(?:java|ecma)script\b/
-	},
-	converters: {
-		"text script": function( text ) {
-			jQuery.globalEval( text );
-			return text;
-		}
-	}
-} );
-
-// Handle cache's special case and crossDomain
-jQuery.ajaxPrefilter( "script", function( s ) {
-	if ( s.cache === undefined ) {
-		s.cache = false;
-	}
-	if ( s.crossDomain ) {
-		s.type = "GET";
-	}
-} );
-
-// Bind script tag hack transport
-jQuery.ajaxTransport( "script", function( s ) {
-
-	// This transport only deals with cross domain or forced-by-attrs requests
-	if ( s.crossDomain || s.scriptAttrs ) {
-		var script, callback;
-		return {
-			send: function( _, complete ) {
-				script = jQuery( "<script>" )
-					.attr( s.scriptAttrs || {} )
-					.prop( { charset: s.scriptCharset, src: s.url } )
-					.on( "load error", callback = function( evt ) {
-						script.remove();
-						callback = null;
-						if ( evt ) {
-							complete( evt.type === "error" ? 404 : 200, evt.type );
-						}
-					} );
-
-				// Use native DOM manipulation to avoid our domManip AJAX trickery
-				document.head.appendChild( script[ 0 ] );
-			},
-			abort: function() {
-				if ( callback ) {
-					callback();
-				}
-			}
-		};
-	}
-} );
-
-
-
-
-var oldCallbacks = [],
-	rjsonp = /(=)\?(?=&|$)|\?\?/;
-
-// Default jsonp settings
-jQuery.ajaxSetup( {
-	jsonp: "callback",
-	jsonpCallback: function() {
-		var callback = oldCallbacks.pop() || ( jQuery.expando + "_" + ( nonce.guid++ ) );
-		this[ callback ] = true;
-		return callback;
-	}
-} );
-
-// Detect, normalize options and install callbacks for jsonp requests
-jQuery.ajaxPrefilter( "json jsonp", function( s, originalSettings, jqXHR ) {
-
-	var callbackName, overwritten, responseContainer,
-		jsonProp = s.jsonp !== false && ( rjsonp.test( s.url ) ?
-			"url" :
-			typeof s.data === "string" &&
-				( s.contentType || "" )
-					.indexOf( "application/x-www-form-urlencoded" ) === 0 &&
-				rjsonp.test( s.data ) && "data"
-		);
-
-	// Handle iff the expected data type is "jsonp" or we have a parameter to set
-	if ( jsonProp || s.dataTypes[ 0 ] === "jsonp" ) {
-
-		// Get callback name, remembering preexisting value associated with it
-		callbackName = s.jsonpCallback = isFunction( s.jsonpCallback ) ?
-			s.jsonpCallback() :
-			s.jsonpCallback;
-
-		// Insert callback into url or form data
-		if ( jsonProp ) {
-			s[ jsonProp ] = s[ jsonProp ].replace( rjsonp, "$1" + callbackName );
-		} else if ( s.jsonp !== false ) {
-			s.url += ( rquery.test( s.url ) ? "&" : "?" ) + s.jsonp + "=" + callbackName;
-		}
-
-		// Use data converter to retrieve json after script execution
-		s.converters[ "script json" ] = function() {
-			if ( !responseContainer ) {
-				jQuery.error( callbackName + " was not called" );
-			}
-			return responseContainer[ 0 ];
-		};
-
-		// Force json dataType
-		s.dataTypes[ 0 ] = "json";
-
-		// Install callback
-		overwritten = window[ callbackName ];
-		window[ callbackName ] = function() {
-			responseContainer = arguments;
-		};
-
-		// Clean-up function (fires after converters)
-		jqXHR.always( function() {
-
-			// If previous value didn't exist - remove it
-			if ( overwritten === undefined ) {
-				jQuery( window ).removeProp( callbackName );
-
-			// Otherwise restore preexisting value
-			} else {
-				window[ callbackName ] = overwritten;
-			}
-
-			// Save back as free
-			if ( s[ callbackName ] ) {
-
-				// Make sure that re-using the options doesn't screw things around
-				s.jsonpCallback = originalSettings.jsonpCallback;
-
-				// Save the callback name for future use
-				oldCallbacks.push( callbackName );
-			}
-
-			// Call if it was a function and we have a response
-			if ( responseContainer && isFunction( overwritten ) ) {
-				overwritten( responseContainer[ 0 ] );
-			}
-
-			responseContainer = overwritten = undefined;
-		} );
-
-		// Delegate to script
-		return "script";
-	}
-} );
-
-
-
-
-// Support: Safari 8 only
-// In Safari 8 documents created via document.implementation.createHTMLDocument
-// collapse sibling forms: the second one becomes a child of the first one.
-// Because of that, this security measure has to be disabled in Safari 8.
-// https://bugs.webkit.org/show_bug.cgi?id=137337
-support.createHTMLDocument = ( function() {
-	var body = document.implementation.createHTMLDocument( "" ).body;
-	body.innerHTML = "<form></form><form></form>";
-	return body.childNodes.length === 2;
-} )();
-
-
-// Argument "data" should be string of html
-// context (optional): If specified, the fragment will be created in this context,
-// defaults to document
-// keepScripts (optional): If true, will include scripts passed in the html string
-jQuery.parseHTML = function( data, context, keepScripts ) {
-	if ( typeof data !== "string" ) {
-		return [];
-	}
-	if ( typeof context === "boolean" ) {
-		keepScripts = context;
-		context = false;
-	}
-
-	var base, parsed, scripts;
-
-	if ( !context ) {
-
-		// Stop scripts or inline event handlers from being executed immediately
-		// by using document.implementation
-		if ( support.createHTMLDocument ) {
-			context = document.implementation.createHTMLDocument( "" );
-
-			// Set the base href for the created document
-			// so any parsed elements with URLs
-			// are based on the document's URL (gh-2965)
-			base = context.createElement( "base" );
-			base.href = document.location.href;
-			context.head.appendChild( base );
-		} else {
-			context = document;
-		}
-	}
-
-	parsed = rsingleTag.exec( data );
-	scripts = !keepScripts && [];
-
-	// Single tag
-	if ( parsed ) {
-		return [ context.createElement( parsed[ 1 ] ) ];
-	}
-
-	parsed = buildFragment( [ data ], context, scripts );
-
-	if ( scripts && scripts.length ) {
-		jQuery( scripts ).remove();
-	}
-
-	return jQuery.merge( [], parsed.childNodes );
-};
-
-
-/**
- * Load a url into a page
- */
-jQuery.fn.load = function( url, params, callback ) {
-	var selector, type, response,
-		self = this,
-		off = url.indexOf( " " );
-
-	if ( off > -1 ) {
-		selector = stripAndCollapse( url.slice( off ) );
-		url = url.slice( 0, off );
-	}
-
-	// If it's a function
-	if ( isFunction( params ) ) {
-
-		// We assume that it's the callback
-		callback = params;
-		params = undefined;
-
-	// Otherwise, build a param string
-	} else if ( params && typeof params === "object" ) {
-		type = "POST";
-	}
-
-	// If we have elements to modify, make the request
-	if ( self.length > 0 ) {
-		jQuery.ajax( {
-			url: url,
-
-			// If "type" variable is undefined, then "GET" method will be used.
-			// Make value of this field explicit since
-			// user can override it through ajaxSetup method
-			type: type || "GET",
-			dataType: "html",
-			data: params
-		} ).done( function( responseText ) {
-
-			// Save response for use in complete callback
-			response = arguments;
-
-			self.html( selector ?
-
-				// If a selector was specified, locate the right elements in a dummy div
-				// Exclude scripts to avoid IE 'Permission Denied' errors
-				jQuery( "<div>" ).append( jQuery.parseHTML( responseText ) ).find( selector ) :
-
-				// Otherwise use the full result
-				responseText );
-
-		// If the request succeeds, this function gets "data", "status", "jqXHR"
-		// but they are ignored because response was set above.
-		// If it fails, this function gets "jqXHR", "status", "error"
-		} ).always( callback && function( jqXHR, status ) {
-			self.each( function() {
-				callback.apply( this, response || [ jqXHR.responseText, status, jqXHR ] );
-			} );
-		} );
-	}
-
-	return this;
-};
-
-
-
-
-jQuery.expr.pseudos.animated = function( elem ) {
-	return jQuery.grep( jQuery.timers, function( fn ) {
-		return elem === fn.elem;
-	} ).length;
-};
-
-
-
-
-jQuery.offset = {
-	setOffset: function( elem, options, i ) {
-		var curPosition, curLeft, curCSSTop, curTop, curOffset, curCSSLeft, calculatePosition,
-			position = jQuery.css( elem, "position" ),
-			curElem = jQuery( elem ),
-			props = {};
-
-		// Set position first, in-case top/left are set even on static elem
-		if ( position === "static" ) {
-			elem.style.position = "relative";
-		}
-
-		curOffset = curElem.offset();
-		curCSSTop = jQuery.css( elem, "top" );
-		curCSSLeft = jQuery.css( elem, "left" );
-		calculatePosition = ( position === "absolute" || position === "fixed" ) &&
-			( curCSSTop + curCSSLeft ).indexOf( "auto" ) > -1;
-
-		// Need to be able to calculate position if either
-		// top or left is auto and position is either absolute or fixed
-		if ( calculatePosition ) {
-			curPosition = curElem.position();
-			curTop = curPosition.top;
-			curLeft = curPosition.left;
-
-		} else {
-			curTop = parseFloat( curCSSTop ) || 0;
-			curLeft = parseFloat( curCSSLeft ) || 0;
-		}
-
-		if ( isFunction( options ) ) {
-
-			// Use jQuery.extend here to allow modification of coordinates argument (gh-1848)
-			options = options.call( elem, i, jQuery.extend( {}, curOffset ) );
-		}
-
-		if ( options.top != null ) {
-			props.top = ( options.top - curOffset.top ) + curTop;
-		}
-		if ( options.left != null ) {
-			props.left = ( options.left - curOffset.left ) + curLeft;
-		}
-
-		if ( "using" in options ) {
-			options.using.call( elem, props );
-
-		} else {
-			curElem.css( props );
-		}
-	}
-};
-
-jQuery.fn.extend( {
-
-	// offset() relates an element's border box to the document origin
-	offset: function( options ) {
-
-		// Preserve chaining for setter
-		if ( arguments.length ) {
-			return options === undefined ?
-				this :
-				this.each( function( i ) {
-					jQuery.offset.setOffset( this, options, i );
-				} );
-		}
-
-		var rect, win,
-			elem = this[ 0 ];
-
-		if ( !elem ) {
-			return;
-		}
-
-		// Return zeros for disconnected and hidden (display: none) elements (gh-2310)
-		// Support: IE <=11 only
-		// Running getBoundingClientRect on a
-		// disconnected node in IE throws an error
-		if ( !elem.getClientRects().length ) {
-			return { top: 0, left: 0 };
-		}
-
-		// Get document-relative position by adding viewport scroll to viewport-relative gBCR
-		rect = elem.getBoundingClientRect();
-		win = elem.ownerDocument.defaultView;
-		return {
-			top: rect.top + win.pageYOffset,
-			left: rect.left + win.pageXOffset
-		};
-	},
-
-	// position() relates an element's margin box to its offset parent's padding box
-	// This corresponds to the behavior of CSS absolute positioning
-	position: function() {
-		if ( !this[ 0 ] ) {
-			return;
-		}
-
-		var offsetParent, offset, doc,
-			elem = this[ 0 ],
-			parentOffset = { top: 0, left: 0 };
-
-		// position:fixed elements are offset from the viewport, which itself always has zero offset
-		if ( jQuery.css( elem, "position" ) === "fixed" ) {
-
-			// Assume position:fixed implies availability of getBoundingClientRect
-			offset = elem.getBoundingClientRect();
-
-		} else {
-			offset = this.offset();
-
-			// Account for the *real* offset parent, which can be the document or its root element
-			// when a statically positioned element is identified
-			doc = elem.ownerDocument;
-			offsetParent = elem.offsetParent || doc.documentElement;
-			while ( offsetParent &&
-				( offsetParent === doc.body || offsetParent === doc.documentElement ) &&
-				jQuery.css( offsetParent, "position" ) === "static" ) {
-
-				offsetParent = offsetParent.parentNode;
-			}
-			if ( offsetParent && offsetParent !== elem && offsetParent.nodeType === 1 ) {
-
-				// Incorporate borders into its offset, since they are outside its content origin
-				parentOffset = jQuery( offsetParent ).offset();
-				parentOffset.top += jQuery.css( offsetParent, "borderTopWidth", true );
-				parentOffset.left += jQuery.css( offsetParent, "borderLeftWidth", true );
-			}
-		}
-
-		// Subtract parent offsets and element margins
-		return {
-			top: offset.top - parentOffset.top - jQuery.css( elem, "marginTop", true ),
-			left: offset.left - parentOffset.left - jQuery.css( elem, "marginLeft", true )
-		};
-	},
-
-	// This method will return documentElement in the following cases:
-	// 1) For the element inside the iframe without offsetParent, this method will return
-	//    documentElement of the parent window
-	// 2) For the hidden or detached element
-	// 3) For body or html element, i.e. in case of the html node - it will return itself
-	//
-	// but those exceptions were never presented as a real life use-cases
-	// and might be considered as more preferable results.
-	//
-	// This logic, however, is not guaranteed and can change at any point in the future
-	offsetParent: function() {
-		return this.map( function() {
-			var offsetParent = this.offsetParent;
-
-			while ( offsetParent && jQuery.css( offsetParent, "position" ) === "static" ) {
-				offsetParent = offsetParent.offsetParent;
-			}
-
-			return offsetParent || documentElement;
-		} );
-	}
-} );
-
-// Create scrollLeft and scrollTop methods
-jQuery.each( { scrollLeft: "pageXOffset", scrollTop: "pageYOffset" }, function( method, prop ) {
-	var top = "pageYOffset" === prop;
-
-	jQuery.fn[ method ] = function( val ) {
-		return access( this, function( elem, method, val ) {
-
-			// Coalesce documents and windows
-			var win;
-			if ( isWindow( elem ) ) {
-				win = elem;
-			} else if ( elem.nodeType === 9 ) {
-				win = elem.defaultView;
-			}
-
-			if ( val === undefined ) {
-				return win ? win[ prop ] : elem[ method ];
-			}
-
-			if ( win ) {
-				win.scrollTo(
-					!top ? val : win.pageXOffset,
-					top ? val : win.pageYOffset
-				);
-
-			} else {
-				elem[ method ] = val;
-			}
-		}, method, val, arguments.length );
-	};
-} );
-
-// Support: Safari <=7 - 9.1, Chrome <=37 - 49
-// Add the top/left cssHooks using jQuery.fn.position
-// Webkit bug: https://bugs.webkit.org/show_bug.cgi?id=29084
-// Blink bug: https://bugs.chromium.org/p/chromium/issues/detail?id=589347
-// getComputedStyle returns percent when specified for top/left/bottom/right;
-// rather than make the css module depend on the offset module, just check for it here
-jQuery.each( [ "top", "left" ], function( _i, prop ) {
-	jQuery.cssHooks[ prop ] = addGetHookIf( support.pixelPosition,
-		function( elem, computed ) {
-			if ( computed ) {
-				computed = curCSS( elem, prop );
-
-				// If curCSS returns percentage, fallback to offset
-				return rnumnonpx.test( computed ) ?
-					jQuery( elem ).position()[ prop ] + "px" :
-					computed;
-			}
-		}
-	);
-} );
-
-
-// Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods
-jQuery.each( { Height: "height", Width: "width" }, function( name, type ) {
-	jQuery.each( {
-		padding: "inner" + name,
-		content: type,
-		"": "outer" + name
-	}, function( defaultExtra, funcName ) {
-
-		// Margin is only for outerHeight, outerWidth
-		jQuery.fn[ funcName ] = function( margin, value ) {
-			var chainable = arguments.length && ( defaultExtra || typeof margin !== "boolean" ),
-				extra = defaultExtra || ( margin === true || value === true ? "margin" : "border" );
-
-			return access( this, function( elem, type, value ) {
-				var doc;
-
-				if ( isWindow( elem ) ) {
-
-					// $( window ).outerWidth/Height return w/h including scrollbars (gh-1729)
-					return funcName.indexOf( "outer" ) === 0 ?
-						elem[ "inner" + name ] :
-						elem.document.documentElement[ "client" + name ];
-				}
-
-				// Get document width or height
-				if ( elem.nodeType === 9 ) {
-					doc = elem.documentElement;
-
-					// Either scroll[Width/Height] or offset[Width/Height] or client[Width/Height],
-					// whichever is greatest
-					return Math.max(
-						elem.body[ "scroll" + name ], doc[ "scroll" + name ],
-						elem.body[ "offset" + name ], doc[ "offset" + name ],
-						doc[ "client" + name ]
-					);
-				}
-
-				return value === undefined ?
-
-					// Get width or height on the element, requesting but not forcing parseFloat
-					jQuery.css( elem, type, extra ) :
-
-					// Set width or height on the element
-					jQuery.style( elem, type, value, extra );
-			}, type, chainable ? margin : undefined, chainable );
-		};
-	} );
-} );
-
-
-jQuery.each( [
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-	"ajaxStop",
-	"ajaxComplete",
-	"ajaxError",
-	"ajaxSuccess",
-	"ajaxSend"
-], function( _i, type ) {
-	jQuery.fn[ type ] = function( fn ) {
-		return this.on( type, fn );
-	};
-} );
-
-
-
-
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-	bind: function( types, data, fn ) {
-		return this.on( types, null, data, fn );
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-		return this.off( types, null, fn );
-	},
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-	delegate: function( selector, types, data, fn ) {
-		return this.on( types, selector, data, fn );
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-		// ( namespace ) or ( selector, types [, fn] )
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-
-	hover: function( fnOver, fnOut ) {
-		return this.mouseenter( fnOver ).mouseleave( fnOut || fnOver );
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-
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-	"mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " +
-	"change select submit keydown keypress keyup contextmenu" ).split( " " ),
-	function( _i, name ) {
-
-		// Handle event binding
-		jQuery.fn[ name ] = function( data, fn ) {
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-				this.on( name, null, data, fn ) :
-				this.trigger( name );
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-
-
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-// Support: Android <=4.0 only
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-var rtrim = /^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;
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-	// Quick check to determine if target is callable, in the spec
-	// this throws a TypeError, but we will just return undefined.
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-		return undefined;
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-
-	// Simulated bind
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-	proxy = function() {
-		return fn.apply( context || this, args.concat( slice.call( arguments ) ) );
-	};
-
-	// Set the guid of unique handler to the same of original handler, so it can be removed
-	proxy.guid = fn.guid = fn.guid || jQuery.guid++;
-
-	return proxy;
-};
-
-jQuery.holdReady = function( hold ) {
-	if ( hold ) {
-		jQuery.readyWait++;
-	} else {
-		jQuery.ready( true );
-	}
-};
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-jQuery.type = toType;
-
-jQuery.now = Date.now;
-
-jQuery.isNumeric = function( obj ) {
-
-	// As of jQuery 3.0, isNumeric is limited to
-	// strings and numbers (primitives or objects)
-	// that can be coerced to finite numbers (gh-2662)
-	var type = jQuery.type( obj );
-	return ( type === "number" || type === "string" ) &&
-
-		// parseFloat NaNs numeric-cast false positives ("")
-		// ...but misinterprets leading-number strings, particularly hex literals ("0x...")
-		// subtraction forces infinities to NaN
-		!isNaN( obj - parseFloat( obj ) );
-};
-
-jQuery.trim = function( text ) {
-	return text == null ?
-		"" :
-		( text + "" ).replace( rtrim, "" );
-};
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-
-
-// Register as a named AMD module, since jQuery can be concatenated with other
-// files that may use define, but not via a proper concatenation script that
-// understands anonymous AMD modules. A named AMD is safest and most robust
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-
-// Note that for maximum portability, libraries that are not jQuery should
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-if ( typeof define === "function" && define.amd ) {
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-		return jQuery;
-	} );
-}
-
-
-
-
-var
-
-	// Map over jQuery in case of overwrite
-	_jQuery = window.jQuery,
-
-	// Map over the $ in case of overwrite
-	_$ = window.$;
-
-jQuery.noConflict = function( deep ) {
-	if ( window.$ === jQuery ) {
-		window.$ = _$;
-	}
-
-	if ( deep && window.jQuery === jQuery ) {
-		window.jQuery = _jQuery;
-	}
-
-	return jQuery;
-};
-
-// Expose jQuery and $ identifiers, even in AMD
-// (#7102#comment:10, https://github.com/jquery/jquery/pull/557)
-// and CommonJS for browser emulators (#13566)
-if ( typeof noGlobal === "undefined" ) {
-	window.jQuery = window.$ = jQuery;
-}
-
-
-
-
-return jQuery;
-} );
diff --git a/docs/deps/jquery-3.6.0/jquery-3.6.0.min.js b/docs/deps/jquery-3.6.0/jquery-3.6.0.min.js
deleted file mode 100644
index c4c6022f..00000000
--- a/docs/deps/jquery-3.6.0/jquery-3.6.0.min.js
+++ /dev/null
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diff --git a/docs/extra.css b/docs/extra.css
deleted file mode 100644
index 388fbf2f..00000000
--- a/docs/extra.css
+++ /dev/null
@@ -1,14 +0,0 @@
-/* Language label for code chunks */
-.codelabel {
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-    z-index: 100;
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-.codelabelspacer {
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\ No newline at end of file
diff --git a/docs/extra.js b/docs/extra.js
deleted file mode 100644
index f0f07e9f..00000000
--- a/docs/extra.js
+++ /dev/null
@@ -1,10 +0,0 @@
-// add to extra.js
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\ No newline at end of file
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deleted file mode 100644
index 2d3dbb07ccba52ed250717e93b65a51b50ed172b..0000000000000000000000000000000000000000
GIT binary patch
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-<h2 id="introducing-domino2">Introducing domino2<a class="anchor" aria-label="anchor" href="#introducing-domino2"></a>
-</h2>
-<p>domino2 is an updated version of the original <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">domino</a> R package published in Nature Biomedical Engineering in <a href="https://doi.org/10.1038/s41551-021-00770-5" class="external-link">Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics</a>. domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation and receptor and ligand linkages.</p>
-</div>
-<div class="section level2">
-<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
-</h2>
-<p>domino2 is undergoing active development to improve analysis capabilities and interpretability, so the codebase is subject to change as new features and fixes are implemented. v0.2.2 of domino2 serves as the current stable version during these active updates for reproducible usage (see our <a href="news/index.html">changelog</a> for more information on changes).</p>
-<p>This version is currently hosted on the <a href="https://github.com/FertigLab" class="external-link">FertigLab GitHub</a> on the <a href="https://github.com/FertigLab/domino2" class="external-link">domino2 repository</a> forked from the primary repository hosted on the <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Elisseeff-Lab GitHub</a>, and can be installed using the remotes package.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw">if</span> <span class="op">(</span><span class="op">!</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="va"><a href="https://remotes.r-lib.org" class="external-link">remotes</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span>
-<span>    <span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"remotes"</span><span class="op">)</span></span>
-<span><span class="op">}</span></span>
-<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"FertigLab/domino2"</span><span class="op">)</span></span></code></pre></div>
-</div>
-<div class="section level2">
-<h2 id="usage-overview">Usage Overview<a class="anchor" aria-label="anchor" href="#usage-overview"></a>
-</h2>
-<p>Here is an overview of how domino2 might be used in analysis of a single cell RNA sequencing data set:</p>
-<ol style="list-style-type: decimal">
-<li>Transcription factor activation scores are calculated (we recommend using <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a>, but other methods can be used as well)</li>
-<li>A ligand-receptor database is used to map linkages between ligands and receptors (we recommend using <a href="https://www.cellphonedb.org/" class="external-link">cellphoneDB</a>, but other methods can be used as well).</li>
-<li>A domino object is created using counts, z-scored counts, clustering information, and the data from steps 1 and 2.</li>
-<li>Parameters such as the maximum number of transcription factors and receptors or the minimum correlation threshold (among others) are used to make a cell communication network</li>
-<li>Communication networks can be extracted from within the domino object or visualized using a variety of plotting functions</li>
-</ol>
-<p>Please see the <a href="vignette(%22domino2%22)">Getting Started</a> page for an example analysis that includes all of these steps in detail, from downloading and running <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> to building a domino object and visualizing domino results. Other articles include further details on <a href="vignette(%22plotting_vignette%22)">plotting functions</a> and the structure of the <a href="vignette(%22domino_object_vignette%22)">domino object</a>.</p>
-</div>
-
-  </main><aside class="col-md-3"><div class="table-of-contents">
-<h2 data-toc-skip>Table of contents</h2>
-<ul class="list-unstyled">
-<li><nav id="toc"></nav></li>
-</ul>
-</div>
-
-<div class="developers">
-<h2 data-toc-skip>Developers</h2>
-<ul class="list-unstyled">
-<li>Christopher Cherry <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0002-5481-0055" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
-<li>Jacob T Mitchell <br><small class="roles"> Author, maintainer </small> <a href="https://orcid.org/0000-0002-5370-9692" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
-<li>Sushma Nagaraj <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0001-5166-1309" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
-<li>Kavita Krishnan <br><small class="roles"> Author </small> <a href="https://orcid.org/0000-0003-1345-0249" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
-<li>Dmitrijs Lvovs <br><small class="roles"> Author </small>  </li>
-<li>Elana Fertig <br><small class="roles"> Contributor </small> <a href="https://orcid.org/0000-0003-3204-342X" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
-<li>Jennifer Elisseeff <br><small class="roles"> Contributor </small> <a href="https://orcid.org/0000-0002-5066-1996" target="orcid.widget" aria-label="ORCID" class="external-link"><span class="fab fa-orcid orcid" aria-hidden="true"></span></a> </li>
-</ul>
-</div>
-
-<div class="contributing-labs">
-<h2 data-toc-skip>Contributing Labs</h2>
-<ul class="list-unstyled">
-<li>
-<p>For more information about these labs, click below.</p>
-<p><a href="https://elisseefflab.jhu.edu/" class="external-link"> Elisseeff Lab </a> </p>
-<p><a href="https://fertiglab.com/" class="external-link"> Fertig Lab </a></p>
-</li>
-</ul>
-</div>
-
-<div class="citation">
-<h2 data-toc-skip>Citation</h2>
-<ul class="list-unstyled">
-<li><a href="authors.html#citation">Citing domino2</a></li>
-</ul>
-</div>
-
-<div class="license">
-<h2 data-toc-skip>License</h2>
-<ul class="list-unstyled">
-<li>
-<a href="https://www.r-project.org/Licenses/GPL-3" class="external-link">GPL-3</a> | file <a href="LICENSE-text.html">LICENSE</a>
-</li>
-</ul>
-</div>
-
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-</div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-<div class="pkgdown-footer-right">
-  <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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-<h2 class="pkg-version" data-toc-text="0.2.2" id="domino2-v022">domino2 v0.2.2<a class="anchor" aria-label="anchor" href="#domino2-v022"></a></h2>
-<div class="section level3">
-<h3 id="linkage-functions-0-2-2">Linkage functions<a class="anchor" aria-label="anchor" href="#linkage-functions-0-2-2"></a></h3>
-<ul><li>Addition of new class to summarize linkages in objects</li>
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-<h3 id="updates-to-domino-object-construction-0-2-1">Updates to domino object construction<a class="anchor" aria-label="anchor" href="#updates-to-domino-object-construction-0-2-1"></a></h3>
-<ul><li>Uniform formats for inputs of receptor-ligand interaction databases, transcription factor activity features, and regulon gene lists for operability with alternative databases and transcription factor activation inference methods</li>
-<li>Helper functions for reformatting pySCENIC outputs and CellPhoneDB database files to domino-readable uniform formats</li>
-<li>Assessment of transcription factor linkage with receptors that function as a heteromeric complex based on correlation between transcription factor activity and all receptor component genes</li>
-<li>Assessment of complex ligand expression as the mean of component gene expression for plotting functions</li>
-<li>Minimum threshold for the percentage of cells in a cluster expressing a receptor gene for the receptor to be called active within the cluster</li>
-<li>Additional linkage slots for active receptors in each cluster, transcription factor-receptor linkages for each cluster, and incoming ligands for active receptors on each cluster</li>
-</ul></div>
-<div class="section level3">
-<h3 id="plotting-functions-0-2-1">Plotting functions<a class="anchor" aria-label="anchor" href="#plotting-functions-0-2-1"></a></h3>
-<ul><li>Chord plot of ligand expression targeting a specified receptor where chord widths correspond to the quantity of ligand expression by each cell cluster</li>
-<li>Signaling networks showing only outgoing signaling from specified cell clusters</li>
-<li>Gene networks between two cell clusters</li>
-</ul></div>
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-<h3 id="bugfixes-0-2-1">Bugfixes<a class="anchor" aria-label="anchor" href="#bugfixes-0-2-1"></a></h3>
-<ul><li>Added host option for gene ortholog conversions using <code>{biomaRt}</code> for access to maintained mirrors</li>
-<li>Transcription factor-target linkages are now properly stored so that receptors in a transcription factor’s regulon are excluded from linkage</li>
-<li>Ligand nodes sizes in gene networks correspond to quantity of ligand expression</li>
-<li>
-<code><a href="../reference/create_domino.html">create_domino()</a></code> can be run without providing a regulon list</li>
-<li>References to the host GitHub repository have been updated to <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Elisseeff-Lab</a>
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diff --git a/docs/news/news-0.2.html b/docs/news/news-0.2.html
deleted file mode 100644
index 619cd04f..00000000
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-<!DOCTYPE html>
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-<div class="section level3">
-<h3 id="updates-to-domino-object-construction-0-2-1">Updates to domino object construction<a class="anchor" aria-label="anchor" href="#updates-to-domino-object-construction-0-2-1"></a></h3>
-<ul><li>Uniform formats for inputs of receptor-ligand interaction databases, tf activity features, and regulon gene lists for operability with alternative databases and tf activity inference methods</li>
-<li>Helper functions for reformatting pySCENIC outputs and CellPhoneDB database files to domino-readable uniform formats</li>
-<li>Assessment of transcription factor linkage with receptors that function as a heteromeric complex based on correlation between transcription factor activity and all receptor component genes</li>
-<li>Assessment of complex ligand expression as the mean of component gene expression for plotting functions</li>
-<li>Minimum threshold for the percentage of cells in a cluster expressing a receptor gene for the receptor to be called active within the cluster</li>
-<li>Additional linkage slots for active receptors in each cluster, transcription factor-receptor linkages for each cluster, and incoming ligands for active receptors on each cluster</li>
-</ul></div>
-<div class="section level3">
-<h3 id="plotting-functions-0-2-1">Plotting functions<a class="anchor" aria-label="anchor" href="#plotting-functions-0-2-1"></a></h3>
-<ul><li>Circos plot of ligand expression targeting a specified receptor where chord widths correspond to the quantity of ligand expression by each cell cluster</li>
-<li>Signaling networks showing only outgoing signaling from specified cell clusters</li>
-<li>Gene networks between two cell clusters</li>
-</ul></div>
-<div class="section level3">
-<h3 id="bugfixes-0-2-1">Bugfixes<a class="anchor" aria-label="anchor" href="#bugfixes-0-2-1"></a></h3>
-<ul><li>Added host option for gene ortholog conversions using biomart for access to maintained mirrors</li>
-<li>Transcription factor-target linkages are now properly stored so that receptors in a transcription factor’s regulon are excluded from linkage</li>
-<li>Ligand nodes sizes in gene networks correspond to quantity of ligand expression</li>
-<li>
-<code><a href="../reference/create_domino.html">create_domino()</a></code> can be run without providing a regulon list</li>
-<li>References to the host GitHub repository have been updated to “Elisseeff-Lab”</li>
-</ul></div>
-</div>
-    <div class="section level2">
-<h2 class="pkg-version" data-toc-text="0.2.2" id="domino2-v022">domino2 v0.2.2<a class="anchor" aria-label="anchor" href="#domino2-v022"></a></h2>
-<div class="section level3">
-<h3 id="linkage-functions-0-2-2">Linkage functions<a class="anchor" aria-label="anchor" href="#linkage-functions-0-2-2"></a></h3>
-<ul><li>Addition of new class to summarize linkages in objects</li>
-<li>Addition of helper functions to count linkages and compare between objects</li>
-<li>Plotting function for differential linkages</li>
-</ul></div>
-<div class="section level3">
-<h3 id="package-structure-0-2-2">Package structure<a class="anchor" aria-label="anchor" href="#package-structure-0-2-2"></a></h3>
-<ul><li>Adjustments made to meet BioConductor standards</li></ul></div>
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diff --git a/docs/old.README.html b/docs/old.README.html
deleted file mode 100644
index 14d49d68..00000000
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+++ /dev/null
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-      <img src="logo.svg" class="logo" alt=""><h1>Domino2</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/old.README.md" class="external-link"><code>old.README.md</code></a></small>
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-<div id="domino2" class="section level1">
-<p>Domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation and ligand and receptor signaling.</p>
-<div class="section level3">
-<h3 id="fertig-lab-development-branch">Fertig Lab Development Branch<a class="anchor" aria-label="anchor" href="#fertig-lab-development-branch"></a></h3>
-<p>This repository is intended for integration of updates to Domino2 from the Fertig Lab and Elisseeff Lab. The code may currently be unstable and is not currently recommended for use. If you would like to use Domino, please use the main repository hosted by the Elisseeff Lab at <a href="https://github.com/Elisseeff-Lab/domino" class="external-link uri">https://github.com/Elisseeff-Lab/domino</a>.</p>
-<div class="section level5">
-<h5 id="branch-notes">Branch notes:<a class="anchor" aria-label="anchor" href="#branch-notes"></a></h5>
-<p>Code used in the version of Domino published in 2021 has been archived in the branch <code>domino_paper_archive</code>. Changes, issues and pull requests will be handled on the <code>master</code> branch for easy use and installation of the updated version.</p>
-<p>Added an option to only use cells without receptor dropout when calculating Pearson correlation.</p>
-</div>
-<div class="section level5">
-<h5 id="citation">Citation<a class="anchor" aria-label="anchor" href="#citation"></a></h5>
-<p>If you find Domino useful, please consider citing us.</p>
-<p>Cherry C, Maestas DR, Han J, Andorko JI, Cahan P, Fertig EJ, Garmire LX, Elisseeff JH. Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics. Nat Biomed Eng. 2021 Oct;5(10):1228-1238. doi: 10.1038/s41551-021-00770-5. Epub 2021 Aug 2. PMID: 34341534; PMCID: PMC9894531.</p>
-<p>And make sure to cite SCENIC if you use it for your transcription factor scores.</p>
-<p>Aibar, Sara, et al. “SCENIC: single-cell regulatory network inference and clustering.” Nature methods 14.11 (2017): 1083-1086.</p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a></h2>
-<p>Domino itself can be installed from the github repository.</p>
-<div class="sourceCode" id="cb1"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1"></a><span class="cf">if</span>(<span class="op">!</span><span class="kw">require</span>(devtools)){</span>
-<span id="cb1-2"><a href="#cb1-2"></a>    <span class="kw">install.packages</span>(<span class="st">'devtools'</span>)</span>
-<span id="cb1-3"><a href="#cb1-3"></a>}</span>
-<span id="cb1-4"><a href="#cb1-4"></a>devtools<span class="op">::</span><span class="kw">install_github</span>(<span class="st">'Elisseeff-Lab/domino'</span>)</span></code></pre></div>
-<p>Domino requires a ligand-receptor database. We use <a href="https://www.cellphonedb.org/downloads" class="external-link">cellphonedb</a>. Domino will look for four files: complexes.csv genes.csv interactions.csv and proteins.csv. If you would like to download them through terminal the commands are below.</p>
-<div class="sourceCode" id="cb2"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>raw.githubusercontent.com<span class="op">/</span>Teichlab<span class="op">/</span>cellphonedb<span class="op">-</span>data<span class="op">/</span>master<span class="op">/</span>data<span class="op">/</span>sources<span class="op">/</span>complex_curated.csv</span>
-<span id="cb2-2"><a href="#cb2-2"></a>mv complex_curated.csv complexes.csv</span>
-<span id="cb2-3"><a href="#cb2-3"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>raw.githubusercontent.com<span class="op">/</span>Teichlab<span class="op">/</span>cellphonedb<span class="op">-</span>data<span class="op">/</span>master<span class="op">/</span>data<span class="op">/</span>sources<span class="op">/</span>interaction_curated.csv</span>
-<span id="cb2-4"><a href="#cb2-4"></a>mv interaction_curated.csv interactions.csv</span>
-<span id="cb2-5"><a href="#cb2-5"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>raw.githubusercontent.com<span class="op">/</span>Teichlab<span class="op">/</span>cellphonedb<span class="op">-</span>data<span class="op">/</span>master<span class="op">/</span>data<span class="op">/</span>sources<span class="op">/</span>protein_curated.csv</span>
-<span id="cb2-6"><a href="#cb2-6"></a>mv protein_curated.csv proteins.csv</span>
-<span id="cb2-7"><a href="#cb2-7"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>raw.githubusercontent.com<span class="op">/</span>Teichlab<span class="op">/</span>cellphonedb<span class="op">-</span>data<span class="op">/</span>master<span class="op">/</span>data<span class="op">/</span>gene_input.csv</span>
-<span id="cb2-8"><a href="#cb2-8"></a>mv gene_input.csv genes.csv</span></code></pre></div>
-<div class="section level5">
-<h5 id="setting-up-scenic">Setting up SCENIC<a class="anchor" aria-label="anchor" href="#setting-up-scenic"></a></h5>
-<p>If you choose to use SCENIC to generate transcription factor activation scores, I would recommend the Python implementation. It’s significantly faster than the R version and SCENIC is the longest part of the analysis pipeline by far. Docker/Singularity images are available <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">here</a>.</p>
-<p>In the tutorials, we use a bash script that we wrote to run SCENIC with their Docker image. You’ll need to set up your environment properly if you wish to use our script to run SCENIC. First, you will need the docker image for SCENIC 0.10.0. The Docker image will need a directory to pull input files from and write output files to. By default, we use ~/docker_scratch, but feel free to make it whatever you like and change the directory variable in the bash script.</p>
-<div class="sourceCode" id="cb3"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1"></a>mkdir <span class="op">~</span><span class="er">/</span>docker_scratch</span></code></pre></div>
-<p>Put all of the following reference files in the scratch folder if you are using our script.</p>
-<p>SCENIC requires a list of <a href="https://github.com/aertslab/pySCENIC/tree/master/resources" class="external-link">transcription factors</a>, <a href="https://resources.aertslab.org/cistarget/motif2tf/" class="external-link">motif annotations</a>, and <a href="https://resources.aertslab.org/cistarget/" class="external-link">cisTarget motifs</a> which are all available from the authors of SCENIC for human (HGNC), mouse (MGI), and fly. The following will download everything necessary for an analysis of a data set with MGI gene labels for the mm9 genome.</p>
-<div class="sourceCode" id="cb4"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>raw.githubusercontent.com<span class="op">/</span>aertslab<span class="op">/</span>pySCENIC<span class="op">/</span>master<span class="op">/</span>resources<span class="op">/</span>mm_mgi_tfs.txt</span>
-<span id="cb4-2"><a href="#cb4-2"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>motif2tf<span class="op">/</span>motifs<span class="op">-</span>v9<span class="op">-</span>nr.mgi<span class="op">-</span>m0<span class="fl">.001</span><span class="op">-</span>o0.<span class="fl">0.</span>tbl</span>
-<span id="cb4-3"><a href="#cb4-3"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>mus_musculus<span class="op">/</span>mm9<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>mm9<span class="op">-</span>500bp<span class="op">-</span>upstream<span class="op">-</span>7species.mc9nr.feather</span>
-<span id="cb4-4"><a href="#cb4-4"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>mus_musculus<span class="op">/</span>mm9<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>mm9<span class="op">-</span>500bp<span class="op">-</span>upstream<span class="op">-</span>10species.mc9nr.feather</span>
-<span id="cb4-5"><a href="#cb4-5"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>mus_musculus<span class="op">/</span>mm9<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>mm9<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>10kb<span class="op">-</span>7species.mc9nr.feather</span>
-<span id="cb4-6"><a href="#cb4-6"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>mus_musculus<span class="op">/</span>mm9<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>mm9<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>10kb<span class="op">-</span>10species.mc9nr.feather</span>
-<span id="cb4-7"><a href="#cb4-7"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>mus_musculus<span class="op">/</span>mm9<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>mm9<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>5kb<span class="op">-</span>7species.mc9nr.feather</span>
-<span id="cb4-8"><a href="#cb4-8"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>mus_musculus<span class="op">/</span>mm9<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>mm9<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>5kb<span class="op">-</span>10species.mc9nr.feather</span></code></pre></div>
-<p>And this is for HGNC gene labels for the hg19 genome</p>
-<div class="sourceCode" id="cb5"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>raw.githubusercontent.com<span class="op">/</span>aertslab<span class="op">/</span>pySCENIC<span class="op">/</span>master<span class="op">/</span>resources<span class="op">/</span>hs_hgnc_curated_tfs.txt</span>
-<span id="cb5-2"><a href="#cb5-2"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>motif2tf<span class="op">/</span>motifs<span class="op">-</span>v9<span class="op">-</span>nr.hgnc<span class="op">-</span>m0<span class="fl">.001</span><span class="op">-</span>o0.<span class="fl">0.</span>tbl</span>
-<span id="cb5-3"><a href="#cb5-3"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>homo_sapiens<span class="op">/</span>hg19<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>hg19<span class="op">-</span>500bp<span class="op">-</span>upstream<span class="op">-</span>7species.mc9nr.feather</span>
-<span id="cb5-4"><a href="#cb5-4"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>homo_sapiens<span class="op">/</span>hg19<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>hg19<span class="op">-</span>500bp<span class="op">-</span>upstream<span class="op">-</span>10species.mc9nr.feather</span>
-<span id="cb5-5"><a href="#cb5-5"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>homo_sapiens<span class="op">/</span>hg19<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>hg19<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>10kb<span class="op">-</span>7species.mc9nr.feather</span>
-<span id="cb5-6"><a href="#cb5-6"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>homo_sapiens<span class="op">/</span>hg19<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>hg19<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>10kb<span class="op">-</span>10species.mc9nr.feather</span>
-<span id="cb5-7"><a href="#cb5-7"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>homo_sapiens<span class="op">/</span>hg19<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>hg19<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>5kb<span class="op">-</span>7species.mc9nr.feather</span>
-<span id="cb5-8"><a href="#cb5-8"></a>curl <span class="op">-</span>O https<span class="op">:</span><span class="er">//</span>resources.aertslab.org<span class="op">/</span>cistarget<span class="op">/</span>databases<span class="op">/</span>homo_sapiens<span class="op">/</span>hg19<span class="op">/</span>refseq_r45<span class="op">/</span>mc9nr<span class="op">/</span>gene_based<span class="op">/</span>hg19<span class="op">-</span>tss<span class="op">-</span>centered<span class="op">-</span>5kb<span class="op">-</span>10species.mc9nr.feather</span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="a-complete-basic-analysis-using-domino">A complete basic analysis using Domino<a class="anchor" aria-label="anchor" href="#a-complete-basic-analysis-using-domino"></a></h2>
-<p>We will run through a complete analysis with Domino picking up from phenotypic assignment of clusters. If you would like to see an example of Domino without using clusters check out the cluster free analysis vignette <a href="https://github.com/Elisseeff-Lab/domino/vignettes" class="external-link">here</a>.</p>
-<p>First we will need to get some data. <a href="https://www.dropbox.com/s/63gnlw45jf7cje8/pbmc3k_final.rds?dl=1" class="external-link">Here</a> is a Seurat object which contains cluster assignments from the Seurat 2,700 PBMC tutorial. You wont need to install Seurat if you don’t have it already - we are just pulling data from the object. We will create a directory to put our stuff as well.</p>
-<div class="sourceCode" id="cb6"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1"></a>mkdir <span class="op">~</span><span class="er">/</span>work<span class="op">/</span>domino_basic_example</span></code></pre></div>
-<div class="section level5">
-<h5 id="running-scenic">Running SCENIC<a class="anchor" aria-label="anchor" href="#running-scenic"></a></h5>
-<p>The first step is to generate transcription factor activation scores with SCENIC. To following along, you will need to have created a Docker scratch directory and downloaded the necessary HGNC reference files as described in the <strong>Setting up SCENIC</strong> section above. First we will need to write the counts file into the Docker temporary directory from R.</p>
-<div class="sourceCode" id="cb7"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1"></a>ser =<span class="st"> </span><span class="kw">readRDS</span>(<span class="st">'pbmc3k_final.rds'</span>)</span>
-<span id="cb7-2"><a href="#cb7-2"></a><span class="kw">write.table</span>(<span class="kw">t</span>(<span class="kw">as.matrix</span>(ser<span class="op">@</span>assays<span class="op">$</span>RNA<span class="op">@</span>counts)), <span class="st">'~/docker_scratch/counts.tsv'</span>, </span>
-<span id="cb7-3"><a href="#cb7-3"></a>    <span class="dt">sep =</span> <span class="st">'</span><span class="ch">\t</span><span class="st">'</span>, <span class="dt">col.names =</span> <span class="ot">NA</span>)</span></code></pre></div>
-<p>Now we simply need to run the SCENIC bash script for data with MGI symbols. For this data set on a 32-core EPYC Rome 7002 running this step takes 40m. If you would like to skip this step, the necessary output files are provided <a href="https://www.dropbox.com/s/m4wnir4x73vpfhe/basic_analysis_scenic_outputs.zip?dl=0" class="external-link">here</a>. Either way, move the files into your working directory by terminal or file explorer.</p>
-<div class="sourceCode" id="cb8"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1"></a>bash <span class="op">~</span><span class="er">/</span>my_software<span class="op">/</span>domino<span class="op">/</span>scenic_bash<span class="op">/</span>hgnc_scenic.sh</span>
-<span id="cb8-2"><a href="#cb8-2"></a>mv <span class="op">~</span><span class="er">/</span>docker_scratch<span class="op">/</span>auc_mtx.csv <span class="op">~</span><span class="er">/</span>work<span class="op">/</span>domino_basic_example</span>
-<span id="cb8-3"><a href="#cb8-3"></a>mv <span class="op">~</span><span class="er">/</span>docker_scratch<span class="op">/</span>regulons.csv <span class="op">~</span><span class="er">/</span>work<span class="op">/</span>domino_basic_example</span></code></pre></div>
-</div>
-<div class="section level5">
-<h5 id="creating-the-domino-object">Creating the domino object<a class="anchor" aria-label="anchor" href="#creating-the-domino-object"></a></h5>
-<p>Now that we have the SCENIC data we can run domino. For example’s sake, we will pull all the necessary information from the Seurat object first but you can also simply provide the Seurat object to create_domino and the function will pull it out. We will also read in the AUC matrix from SCENIC. Note that it must be transposed from SCENIC’s output.</p>
-<div class="sourceCode" id="cb9"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1"></a><span class="kw">library</span>(domino)</span>
-<span id="cb9-2"><a href="#cb9-2"></a>ser =<span class="st"> </span><span class="kw">readRDS</span>(<span class="st">'pbmc3k_final.rds'</span>)</span>
-<span id="cb9-3"><a href="#cb9-3"></a>counts =<span class="st"> </span>ser<span class="op">@</span>assays<span class="op">$</span>RNA<span class="op">@</span>counts</span>
-<span id="cb9-4"><a href="#cb9-4"></a>z_scores =<span class="st"> </span>ser<span class="op">@</span>assays<span class="op">$</span>RNA<span class="op">@</span>scale.data</span>
-<span id="cb9-5"><a href="#cb9-5"></a>clusters =<span class="st"> </span>ser<span class="op">@</span>active.ident</span>
-<span id="cb9-6"><a href="#cb9-6"></a>auc =<span class="st"> </span><span class="kw">t</span>(<span class="kw">read.table</span>(<span class="st">'auc_mtx.csv'</span>, <span class="dt">header =</span> <span class="ot">TRUE</span>, <span class="dt">row.names =</span> <span class="dv">1</span>, </span>
-<span id="cb9-7"><a href="#cb9-7"></a>    <span class="dt">stringsAsFactors =</span> <span class="ot">FALSE</span>, <span class="dt">sep =</span> <span class="st">','</span>))</span></code></pre></div>
-<p>This command generates the domino object and prepares it (compiles the LR database, calculates cluster TF enrichment, and calculates TF - R correlation). Make sure you put the correct directory for the cellphonedb data sets in.</p>
-<div class="sourceCode" id="cb10"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1"></a>pbmc_dom =<span class="st"> </span><span class="kw">create_domino</span>(<span class="dt">signaling_db =</span> <span class="st">'~/work/ref/human/cpdb/'</span>, </span>
-<span id="cb10-2"><a href="#cb10-2"></a>    <span class="dt">features =</span> auc, <span class="dt">counts =</span> counts, <span class="dt">z_scores =</span> z_scores, <span class="dt">clusters =</span> clusters, </span>
-<span id="cb10-3"><a href="#cb10-3"></a>    <span class="dt">df =</span> <span class="st">'regulons.csv'</span>)</span></code></pre></div>
-</div>
-<div class="section level5">
-<h5 id="building-the-signaling-network-and-plotting-options">Building the signaling network and plotting options<a class="anchor" aria-label="anchor" href="#building-the-signaling-network-and-plotting-options"></a></h5>
-<p>There are four major parameters you can play with when buidling the signaling network, two for selecting TFs for each cluster and two for connecting TFs to recs. min_tf_pval is the minimum p val for a TF to be assigned to a cluster and max_tf_per_clust is the maximum number of transcription factors allowed in each cluster. The same patter is true for rec_tf_cor_threshold and max_rec_per_tf except the thresholding is on the Pearon correlation between receptor and transcription factor. Building the signaling network takes very little time so feel free to play around with these values. In general we prefer to select a pval and cor threshold such that a good portion of the TFs and recs are not being trimmed by the maximum number thresholds.</p>
-<div class="sourceCode" id="cb11"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1"></a>pbmc_dom =<span class="st"> </span><span class="kw">build_domino</span>(pbmc_dom, <span class="dt">max_tf_per_clust =</span> <span class="dv">10</span>, </span>
-<span id="cb11-2"><a href="#cb11-2"></a>    <span class="dt">min_tf_pval =</span> <span class="fl">.001</span>, <span class="dt">max_rec_per_tf =</span> <span class="dv">10</span>, <span class="dt">rec_tf_cor_threshold =</span> <span class="fl">.25</span>)</span></code></pre></div>
-<p>Now we just need to visualize the signaling network. First, we visualize the cluster-cluster signaling with signaling_network. We are using a max threshold here (max_thresh) because the Mk cluster’s expression of ITGA2B is so much higher than the other clusters/ligands it drowns other relevant signaling out. Give it a shot without the max_thresh and you’ll see what I mean.</p>
-<div class="sourceCode" id="cb12"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb12-1"><a href="#cb12-1"></a><span class="kw">signaling_network</span>(pbmc_dom, <span class="dt">edge_weight =</span> <span class="fl">.5</span>, <span class="dt">max_thresh =</span> <span class="fl">2.5</span>)</span></code></pre></div>
-<div class="figure">
-<img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/intercluster_network.png" alt=""><p class="caption">Intercluster signaling network</p>
-</div>
-<p>By default, the nodes are scaled based on expression of ligands targetting them. They are larger if cells in the data set are expressing high amounts of ligands targetting the cluster. The edges are weighted based on the strength of signaling between two specific clusters. The color of the edge will match the color of the ligand cluster. For example, in the network above the teal line connecting CD8 T cells and DCs represents signaling <em>from</em> T cells <em>to</em> DCs. In order to determine the ligand-receptor-TF signaling patterns involved in that, we can zoom in on the gene network in the DCs.</p>
-<div class="sourceCode" id="cb13"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1"></a><span class="kw">gene_network</span>(pbmc_dom, <span class="dt">clust =</span> <span class="st">'DC'</span>, <span class="dt">layout =</span> <span class="st">'fr'</span>)</span></code></pre></div>
-<div class="figure">
-<img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/DC_network.png" alt=""><p class="caption">DC gene network</p>
-</div>
-<p>By default red nodes are ligands, blue are receptors, and green are transcription factors. Now lets look at the expression of the ligands that are targetting the DCs.</p>
-<div class="sourceCode" id="cb14"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb14-1"><a href="#cb14-1"></a><span class="kw">incoming_signaling_heatmap</span>(pbmc_dom, <span class="dt">rec_clust =</span> <span class="st">'DC'</span>, <span class="dt">max_thresh =</span> <span class="fl">2.5</span>)</span></code></pre></div>
-<div class="figure">
-<img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/DC_signaling_heatmap.png" alt=""><p class="caption">DC incoming signaling heatmap</p>
-</div>
-<p>It looks like CCL5 is a major component of the signaling from T cells to DCs. From the gene network above it looks like the CCL5 is predicted to target LILRB1 and would activate IRF4 and IRF8 in the DCs. We can investigate some expression patterns associated with these linkages. First, lets generate a heatmap of the transcription factor activation scores.</p>
-<div class="sourceCode" id="cb15"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb15-1"><a href="#cb15-1"></a><span class="kw">feat_heatmap</span>(pbmc_dom, <span class="dt">norm =</span> <span class="ot">TRUE</span>, <span class="dt">bool =</span> <span class="ot">FALSE</span>)</span></code></pre></div>
-<div class="figure">
-<img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/tfas_heatmap.png" alt=""><p class="caption">Transcription factor activation score heatmap</p>
-</div>
-<p>And to look at the connections between transcription factors and receptores we can create a heatmap of correlations between the two.</p>
-<div class="sourceCode" id="cb16"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb16-1"><a href="#cb16-1"></a><span class="kw">cor_heatmap</span>(pbmc_dom, <span class="dt">bool =</span> <span class="ot">FALSE</span>, <span class="dt">mark_connections =</span> <span class="ot">TRUE</span>)</span></code></pre></div>
-<div class="figure">
-<img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/cor_heatmap.png" alt=""><p class="caption">Rec-TF correlation heatmap</p>
-</div>
-<p>Finally, you can visualize the entire tf-r-l network by including all clusters with gene_network. Note that the function will return the igraph object used to make the plot. This is important if you use a force directed layout and you would like to make two versions of the same plot. Here we will use default settings to allow us to see node labels and then reformat the plot with igraph options to make it less cluttered for smaller formats.</p>
-<div class="sourceCode" id="cb17"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb17-1"><a href="#cb17-1"></a>info =<span class="st"> </span><span class="kw">gene_network</span>(pbmc_dom, <span class="dt">clust =</span> <span class="kw">levels</span>(pbmc_dom<span class="op">@</span>clusters), </span>
-<span id="cb17-2"><a href="#cb17-2"></a>    <span class="dt">lig_scale =</span> <span class="ot">FALSE</span>, <span class="dt">layout =</span> <span class="st">'fr'</span>)</span>
-<span id="cb17-3"><a href="#cb17-3"></a><span class="kw">plot</span>(info<span class="op">$</span>graph, <span class="dt">layout =</span> info<span class="op">$</span>layout, <span class="dt">vertex.size =</span> <span class="dv">3</span>, <span class="dt">edge.color =</span> <span class="st">'grey'</span>, </span>
-<span id="cb17-4"><a href="#cb17-4"></a>    <span class="dt">vertex.frame.color =</span> <span class="st">'black'</span>, <span class="dt">vertex.label =</span> <span class="ot">NA</span>)</span></code></pre></div>
-<p><img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/global_network_default.png" alt="Default global network"><img src="https://github.com/Elisseeff-Lab/domino/blob/cc_working/readme_images/global_network_tweaked.png" alt="Tweaked global network"></p>
-<p>Thanks for taking a look at our software. If you have any questions please let us know <a href="https://github.com/Elisseeff-Lab/domino/issues" class="external-link">here</a>.</p>
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-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/pkgdown.js b/docs/pkgdown.js
deleted file mode 100644
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deleted file mode 100644
index 2cf97bb4..00000000
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-      <img src="logo.svg" class="logo" alt=""><h1>Visualizing domino2 data</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino_development/blob/HEAD/plotting_vignette.md" class="external-link"><code>plotting_vignette.md</code></a></small>
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-<div id="visualizing-domino2-data" class="section level1">
-<p>In addition to the numerous plotting options available in the original <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Domino</a>, domino2 has added more functionality and new methods to improve visualization and interpretation of analysis results. Here, we will go over the different plotting functions available, as well as different options that can be utilized, and options for customization. We will be using the domino object (loaded as <code>dom</code>) from our example analysis in <a href="vignette(%22domino2%22)">Getting Started</a>.</p>
-<div class="section level2">
-<h2 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a></h2>
-<div class="section level3">
-<h3 id="correlations-between-receptors-and-transcription-factors">Correlations between receptors and transcription factors<a class="anchor" aria-label="anchor" href="#correlations-between-receptors-and-transcription-factors"></a></h3>
-<p><code><a href="reference/cor_heatmap.html">cor_heatmap()</a></code> can be used to show the correlations calculated between receptors and transcription factors.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/corheatmap-1.png"></p>
-<p>In addition to displaying the scores for the correlations, this function can also be used to identify correlations above a certain value (using the <code>bool</code> and <code>bool_thresh</code> arguments) or to identify the combinations of receptors and transcription factors (TFs) that are connected (with argument <code>mark_connections</code>).</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span>
-<span><span class="fu"><a href="reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/corheatmap-options-1.png" width="50%"><img src="figure/corheatmap-options-2.png" width="50%"></p>
-<p>If only a subset of receptors or transcription factors are of interest, a vector of either (or both) can be passed to the function.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">receptors</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CSF1R"</span>, <span class="st">"CSF3R"</span>, <span class="st">"CCR7"</span>, <span class="st">"FCER2"</span><span class="op">)</span></span>
-<span><span class="va">tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PAX5"</span>, <span class="st">"JUNB"</span>, <span class="st">"FOXJ3"</span>, <span class="st">"FOSB"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, feats <span class="op">=</span> <span class="va">tfs</span>, recs <span class="op">=</span> <span class="va">receptors</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/corheatmap-subset-1.png"></p>
-<p>The heatmap functions in domino2 are based on <code><a href="https://rdrr.io/pkg/NMF/man/aheatmap.html" class="external-link">NMF::aheatmap()</a></code> and will also accept additional arguments meant for that function. For example, while an argument for clustering rows or columns of the heatmap is not explicitly stated, they can still be passed to <code><a href="https://rdrr.io/pkg/NMF/man/aheatmap.html" class="external-link">NMF::aheatmap()</a></code> through <code><a href="reference/cor_heatmap.html">cor_heatmap()</a></code>.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">FALSE</span>, Rowv <span class="op">=</span> <span class="cn">NA</span>, Colv <span class="op">=</span> <span class="cn">NA</span>,</span>
-<span>  main <span class="op">=</span> <span class="st">"Heatmap Without Clustering"</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/corheatmap-nmf-args-1.png"></p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-transcription-factor-activation-scores">Heatmap of Transcription Factor Activation Scores<a class="anchor" aria-label="anchor" href="#heatmap-of-transcription-factor-activation-scores"></a></h3>
-<p><code><a href="reference/feat_heatmap.html">feat_heatmap()</a></code> is used to show the transcription factor activation for features in the signaling network.</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/featheatmap-1.png"></p>
-<p>It functions similarly to <code><a href="reference/cor_heatmap.html">cor_heatmap()</a></code>, with arguments to select a specific vector of features, to use a boolean view with a threshold, and to pass other arguments to <code><a href="https://rdrr.io/pkg/NMF/man/aheatmap.html" class="external-link">NMF::aheatmap()</a></code>. Specific to this function though are arguments for setting the range of values to be visualized and one to choose whether or not to normalize the scores to the max value.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="fl">0.1</span>, max_thresh <span class="op">=</span> <span class="fl">0.6</span>,</span>
-<span>  norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span></span>
-<span><span class="op">)</span></span>
-<span><span class="fu"><a href="reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/featheatmap-options-1.png" width="50%"><img src="figure/featheatmap-options-2.png" width="50%"></p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-incoming-signaling-for-a-cluster">Heatmap of Incoming Signaling for a Cluster<a class="anchor" aria-label="anchor" href="#heatmap-of-incoming-signaling-for-a-cluster"></a></h3>
-<p><code><a href="reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> can be used to visualize the cluster average expression of the ligands capable of activating the TFs enriched in the cluster. For example, to view the incoming signaling of the CD8 T cells:</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/incoming-1.png"></p>
-<p>We can also select for specific clusters of interest that are signaling to the CD8 T cells. If we are only interested in viewing the monocyte signaling:</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span>, clusts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD14_monocyte"</span>, <span class="st">"CD16_monocyte"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/incoming-subset-1.png"></p>
-<p>As with our other heatmap functions, options are available for a minimum threshold, maximum threshold, whether to scale the values after thresholding, whether to normalize the matrix, and the ability to pass further arguments to <code><a href="https://rdrr.io/pkg/NMF/man/aheatmap.html" class="external-link">NMF::aheatmap()</a></code>.</p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-signaling-between-clusters">Heatmap of Signaling Between Clusters<a class="anchor" aria-label="anchor" href="#heatmap-of-signaling-between-clusters"></a></h3>
-<p><code><a href="reference/signaling_heatmap.html">signaling_heatmap()</a></code> makes a heatmap showing the signaling strength of ligands from each cluster to receptors of each cluster based on averaged expression.</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/signaling-1.png"></p>
-<p>As with other functions, specific clusters can be selected, thresholds can be set, and normalization methods can be selected as well.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/signaling-norm-1.png" width="50%"><img src="figure/signaling-norm-2.png" width="50%"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a></h2>
-<div class="section level3">
-<h3 id="network-showing-l-r-tf-signaling-between-clusters">Network showing L-R-TF signaling between clusters<a class="anchor" aria-label="anchor" href="#network-showing-l-r-tf-signaling-between-clusters"></a></h3>
-<p><code><a href="reference/gene_network.html">gene_network()</a></code> makes a network plot to display signaling in selected clusters such that ligands, receptors and features associated with those clusters are displayed as nodes with edges as linkages. To look at signaling to the CD16 Monocytes from the CD14 Monocytes:</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/genenetwork-1.png"></p>
-<p>Options to modify this plot include adjusting scaling for the ligands and different layouts (some of which are more legible than others).</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>,</span>
-<span>  clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>  lig_scale <span class="op">=</span> <span class="fl">25</span>, layout <span class="op">=</span> <span class="st">"sphere"</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/genenetwork-options-1.png"></p>
-<p>Additionally, colors can be given for select genes (for example, to highlight a specific signaling path).</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>,</span>
-<span>  clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>  cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD1D"</span> <span class="op">=</span> <span class="st">"violet"</span>, <span class="st">"LILRB2"</span> <span class="op">=</span> <span class="st">"violet"</span>, <span class="st">"FOSB"</span> <span class="op">=</span> <span class="st">"violet"</span><span class="op">)</span>, lig_scale <span class="op">=</span> <span class="fl">10</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/genenetwork-cols-1.png"></p>
-</div>
-<div class="section level3">
-<h3 id="network-showing-interaction-strength-across-data">Network Showing Interaction Strength Across Data<a class="anchor" aria-label="anchor" href="#network-showing-interaction-strength-across-data"></a></h3>
-<p><code><a href="reference/signaling_network.html">signaling_network()</a></code> can be used to create a network plot such that nodes are clusters and the edges indicate signaling from one cluster to another.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/signalingnet-1.png"></p>
-<p>In addition to changes such as scaling, thresholds, or layouts, this plot can be modified by selecting incoming or outgoing clusters (or both!). An example to view signaling from the CD14 Monocytes to other cluster:</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span>,</span>
-<span>  showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>, scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>, vert_scale <span class="op">=</span> <span class="fl">5</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/signalingnet-clusts-1.png"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="other-types-of-plot">Other Types of Plot<a class="anchor" aria-label="anchor" href="#other-types-of-plot"></a></h2>
-<div class="section level3">
-<h3 id="chord-diagrams-connecting-ligands-and-receptors">Chord Diagrams Connecting Ligands and Receptors<a class="anchor" aria-label="anchor" href="#chord-diagrams-connecting-ligands-and-receptors"></a></h3>
-<p>A new addition to domino2, <code><a href="reference/circos_ligand_receptor.html">circos_ligand_receptor()</a></code> creates a chord plot showing ligands that can activate a specific receptor, displaying mean cluster expression of the ligand with the width of the chord.</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/circos-1.png"></p>
-<p>This function can be given cluster colors to match other plots you may make with your data. In addition, the plot can be adjusted by changing the threshold of ligand expression required for a linkage to be visualized or selecting clusters of interest.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cols</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span>
-<span>  <span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>,</span>
-<span>  <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>, <span class="st">"hotpink"</span></span>
-<span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/levels.html" class="external-link">levels</a></span><span class="op">(</span><span class="va">dom</span><span class="op">@</span><span class="va">clusters</span><span class="op">)</span></span>
-<span><span class="fu"><a href="reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/circos-opt-1.png"></p>
-</div>
-<div class="section level3">
-<h3 id="scatter-plot-to-visualize-correlation">Scatter Plot to Visualize Correlation<a class="anchor" aria-label="anchor" href="#scatter-plot-to-visualize-correlation"></a></h3>
-<p><code><a href="reference/cor_scatter.html">cor_scatter()</a></code> can be used to plot each cell based on expression of the selected TF and receptor. This produces a scatter plot as well as a line of best fit to look at receptor-TF correlation.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="reference/cor_scatter.html">cor_scatter</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"FOSB"</span>, <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="figure/corscatter-1.png" width="80%"></p>
-<p>Do keep in mind that there is an argument for <code>remove_rec_dropout</code> that should match the parameter that was used when the domino object was built. In this case, we did not use that build parameter, so we will leave the value in this argument as its default value of FALSE.</p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a></h2>
-<p>Since domino2 is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, to view an example analysis, see our <a href="vignette(%22domino2%22)">Getting Started</a> page, or see our <a href="vignette(%22domino_object_vignette%22)">domino object structure</a> page to get familiar with the object structure. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
-<details><p><summary>Vignette Build Information</summary> Date last built and session information:</p>
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-</div>
-
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 Developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/add_rl_column.html b/docs/reference/add_rl_column.html
deleted file mode 100644
index 84f523fc..00000000
--- a/docs/reference/add_rl_column.html
+++ /dev/null
@@ -1,131 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function adds a column to the internal rl 'map' used to map all
-receptor and receptor complexes to all ligand and ligand complexes."><title>Adds a column to the RL signaling data frame. — add_rl_column • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Adds a column to the RL signaling data frame. — add_rl_column"><meta property="og:description" content="This function adds a column to the internal rl 'map' used to map all
-receptor and receptor complexes to all ligand and ligand complexes."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Adds a column to the RL signaling data frame.</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>add_rl_column.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function adds a column to the internal rl 'map' used to map all
-receptor and receptor complexes to all ligand and ligand complexes.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">add_rl_column</span><span class="op">(</span><span class="va">map</span>, <span class="va">map_ref</span>, <span class="va">conv</span>, <span class="va">new_name</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>map</dt>
-<dd><p>RL signaling data frame.</p></dd>
-
-
-<dt>map_ref</dt>
-<dd><p>Name of column to match new data to</p></dd>
-
-
-<dt>conv</dt>
-<dd><p>Data frame matching current data in map to new data.</p></dd>
-
-
-<dt>new_name</dt>
-<dd><p>Name of new column to be created in RL map</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>An updated RL signaling data frame</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">lr_name</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="st">"abbrev"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"L"</span>, <span class="st">"R"</span><span class="op">)</span>, <span class="st">"full"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Ligand"</span>, <span class="st">"Receptor"</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">rl_map_expanded</span> <span class="op">&lt;-</span> <span class="fu">add_rl_column</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, map_ref <span class="op">=</span> <span class="st">"type_A"</span>,</span></span>
-<span class="r-in"><span>    conv <span class="op">=</span> <span class="va">lr_name</span>, new_name <span class="op">=</span> <span class="st">"type_A_full"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/build_domino.html b/docs/reference/build_domino.html
deleted file mode 100644
index c6a4efb9..00000000
--- a/docs/reference/build_domino.html
+++ /dev/null
@@ -1,148 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function calculates a signaling network. It requires a domino object
-preprocessed from create_domino and returns a domino object prepared for
-plotting with the various plotting functions in this package."><title>Calculate a signaling network for a domino object — build_domino • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate a signaling network for a domino object — build_domino"><meta property="og:description" content="This function calculates a signaling network. It requires a domino object
-preprocessed from create_domino and returns a domino object prepared for
-plotting with the various plotting functions in this package."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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-    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
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-  <a class="nav-link" href="../articles/domino2.html">Get started</a>
-</li>
-<li class="nav-item dropdown">
-  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
-  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
-    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
-    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
-  </div>
-</li>
-<li class="active nav-item">
-  <a class="nav-link" href="../reference/index.html">Reference</a>
-</li>
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-    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
-    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
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-  </div>
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-        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
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-     
-  </a>
-</li>
-      </ul></div>
-
-    
-  </div>
-</nav><div class="container template-reference-topic">
-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Calculate a signaling network for a domino object</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/processing_fxns.R" class="external-link"><code>R/processing_fxns.R</code></a></small>
-      <div class="d-none name"><code>build_domino.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function calculates a signaling network. It requires a domino object
-preprocessed from create_domino and returns a domino object prepared for
-plotting with the various plotting functions in this package.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">build_domino</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  max_tf_per_clust <span class="op">=</span> <span class="fl">5</span>,</span>
-<span>  min_tf_pval <span class="op">=</span> <span class="fl">0.01</span>,</span>
-<span>  max_rec_per_tf <span class="op">=</span> <span class="fl">5</span>,</span>
-<span>  rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.15</span>,</span>
-<span>  min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object from create_domino.</p></dd>
-
-
-<dt>max_tf_per_clust</dt>
-<dd><p>Maximum number of transcription factors called active in a cluster.</p></dd>
-
-
-<dt>min_tf_pval</dt>
-<dd><p>Minimum p-value from differential feature score test to call a transcription factor active in a cluster.</p></dd>
-
-
-<dt>max_rec_per_tf</dt>
-<dd><p>Maximum number of receptors to link to each transcription factor.</p></dd>
-
-
-<dt>rec_tf_cor_threshold</dt>
-<dd><p>Minimum pearson correlation used to consider a receptor linked with a transcription factor. Increasing this will decrease the number of receptors linked to each transcription factor.</p></dd>
-
-
-<dt>min_rec_percentage</dt>
-<dd><p>Minimum percentage of cells in cluster expressing a receptor for the receptor to be linked to trancription factors in that cluster.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A domino object with a signaling network built</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">pbmc_dom_tiny_built</span> <span class="op">&lt;-</span> <span class="fu">build_domino</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    dom <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_tiny</span>, min_tf_pval <span class="op">=</span> <span class="fl">.001</span>, max_tf_per_clust <span class="op">=</span> <span class="fl">25</span>,</span></span>
-<span class="r-in"><span>    max_rec_per_tf <span class="op">=</span> <span class="fl">25</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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-    </footer></div>
-
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-  </body></html>
-
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diff --git a/docs/reference/circos_ligand_receptor.html b/docs/reference/circos_ligand_receptor.html
deleted file mode 100644
index aa43e488..00000000
--- a/docs/reference/circos_ligand_receptor.html
+++ /dev/null
@@ -1,153 +0,0 @@
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-  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
-  <div class="dropdown-menu" aria-labelledby="dropdown-news">
-    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
-    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
-    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
-    <div class="dropdown-divider"></div>
-    <a class="dropdown-item" href="../news/index.html">Changelog</a>
-  </div>
-</li>
-      </ul><form class="form-inline my-2 my-lg-0" role="search">
-        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
-
-      <ul class="navbar-nav"><li class="nav-item">
-  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
-    <span class="fab fa fab fa-github fa-lg"></span>
-     
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-</li>
-      </ul></div>
-
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-  </div>
-</nav><div class="container template-reference-topic">
-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Plot expression of a receptor's ligands by other cell types as a chord plot</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>circos_ligand_receptor.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a chord plot of expression of ligands that can activate a specified
-receptor where chord widths correspond to mean ligand expression by the cluster.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  <span class="va">receptor</span>,</span>
-<span>  ligand_expression_threshold <span class="op">=</span> <span class="fl">0.01</span>,</span>
-<span>  cell_idents <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  cell_colors <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object that has undergone network building with <code><a href="build_domino.html">build_domino()</a></code></p></dd>
-
-
-<dt>receptor</dt>
-<dd><p>Name of a receptor active in at least one cell type in the domino object</p></dd>
-
-
-<dt>ligand_expression_threshold</dt>
-<dd><p>Minimum mean expression value of a ligand by a cell type for a chord to be rendered between the cell type and the receptor</p></dd>
-
-
-<dt>cell_idents</dt>
-<dd><p>Vector of cell types from cluster assignments in the domino object to be included in the plot.</p></dd>
-
-
-<dt>cell_colors</dt>
-<dd><p>Named vector of color names or hex codes where names correspond to the plotted cell types and the color values</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>renders a circos plot to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, receptor <span class="op">=</span> <span class="st">"FAS"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> There are more than one numeric columns in the data frame. Take the</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> first two numeric columns and draw the link ends with unequal width.</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Type `circos.par$message = FALSE` to suppress the message.</span>
-<span class="r-plt img"><img src="circos_ligand_receptor-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># specify colors</span></span></span>
-<span class="r-in"><span><span class="va">cols</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>, <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>, <span class="st">"hotpink"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/levels.html" class="external-link">levels</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">@</span><span class="va">clusters</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, receptor <span class="op">=</span> <span class="st">"FAS"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> There are more than one numeric columns in the data frame. Take the</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> first two numeric columns and draw the link ends with unequal width.</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Type `circos.par$message = FALSE` to suppress the message.</span>
-<span class="r-plt img"><img src="circos_ligand_receptor-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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diff --git a/docs/reference/collate_network_items.html b/docs/reference/collate_network_items.html
deleted file mode 100644
index 78cd7752..00000000
--- a/docs/reference/collate_network_items.html
+++ /dev/null
@@ -1,122 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this build_domino() must be run on the object previously."><title>Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items"><meta property="og:description" content="This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this build_domino() must be run on the object previously."><meta property="og:image" content="/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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-      <ul class="navbar-nav me-auto"><li class="nav-item">
-  <a class="nav-link" href="../articles/domino2.html">Get started</a>
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-    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Extracts all features, receptors, or ligands present in a signaling network.</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino_development/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
-      <div class="d-none name"><code>collate_network_items.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this <code><a href="build_domino.html">build_domino()</a></code> must be run on the object previously.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">collate_network_items</span><span class="op">(</span><span class="va">dom</span>, clusters <span class="op">=</span> <span class="cn">NULL</span>, return <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object containing a signaling network (i.e. <code><a href="build_domino.html">build_domino()</a></code> run)</p></dd>
-
-
-<dt>clusters</dt>
-<dd><p>Vector indicating clusters to collate network items from. If left as NULL then all clusters will be included.</p></dd>
-
-
-<dt>return</dt>
-<dd><p>String indicating where to collate 'features', 'receptors', or 'ligands'. If 'all' then a list of all three will be returned.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector containing all features, receptors, or ligands in the data set or a list containing all three.</p>
-    </div>
-
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 Developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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-
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-
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-  </body></html>
-
diff --git a/docs/reference/convert_genes.html b/docs/reference/convert_genes.html
deleted file mode 100644
index 8c5c6e6c..00000000
--- a/docs/reference/convert_genes.html
+++ /dev/null
@@ -1,123 +0,0 @@
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Use biomaRt to convert genes</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>convert_genes.Rd</code></div>
-    </div>
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-    <div class="ref-description section level2">
-    <p>This function reads in a vector of genes and converts the genes to specified symbol type</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">convert_genes</span><span class="op">(</span></span>
-<span>  <span class="va">genes</span>,</span>
-<span>  from <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ENSMUSG"</span>, <span class="st">"ENSG"</span>, <span class="st">"MGI"</span>, <span class="st">"HGNC"</span><span class="op">)</span>,</span>
-<span>  to <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MGI"</span>, <span class="st">"HGNC"</span><span class="op">)</span>,</span>
-<span>  host <span class="op">=</span> <span class="st">"https://www.ensembl.org"</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>genes</dt>
-<dd><p>Vector of genes to convert.</p></dd>
-
-
-<dt>from</dt>
-<dd><p>Format of gene input (ENSMUSG, ENSG, MGI, or HGNC)</p></dd>
-
-
-<dt>to</dt>
-<dd><p>Format of gene output (MGI, or HGNC)</p></dd>
-
-
-<dt>host</dt>
-<dd><p>Host to connect to. Defaults to https://www.ensembl.org following the useMart default, but can be changed to archived hosts if useMart fails to connect.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A data frame with input genes as col 1 and output as col 2</p>
-    </div>
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diff --git a/docs/reference/cor_heatmap-1.png b/docs/reference/cor_heatmap-1.png
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diff --git a/docs/reference/cor_heatmap.html b/docs/reference/cor_heatmap.html
deleted file mode 100644
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--- a/docs/reference/cor_heatmap.html
+++ /dev/null
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a heatmap of correlation between receptors and transcription factors</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>cor_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of correlation values between receptors and transcription
-factors either with boolean threshold or with continuous values displayed</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cor_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  bool_thresh <span class="op">=</span> <span class="fl">0.15</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  feats <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  recs <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  mark_connections <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>bool</dt>
-<dd><p>Boolean indicating whether the heatmap should be continuous or boolean. If boolean then bool_thresh will be used to determine how to define activity as positive or negative.</p></dd>
-
-
-<dt>bool_thresh</dt>
-<dd><p>Numeric indicating the threshold separating 'on' or 'off' for feature activity if making a boolean heatmap.</p></dd>
-
-
-<dt>title</dt>
-<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
-
-
-<dt>feats</dt>
-<dd><p>Either a vector of features to include in the heatmap or 'all' for all features. If left NULL then the features selected for the signaling network will be shown.</p></dd>
-
-
-<dt>recs</dt>
-<dd><p>Either a vector of receptors to include in the heatmap or 'all' for all receptors. If left NULL then the receptors selected in the signaling network connected to the features plotted will be shown.</p></dd>
-
-
-<dt>mark_connections</dt>
-<dd><p>Boolean indicating whether to add an 'x' in cells where there is a connected receptor or TF. Default FALSE.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> . Note that to use the 'main' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE and to use 'annCol' or 'annColors' ann_cols must be FALSE.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># show correlations above a specific value</span></span></span>
-<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_heatmap-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># identify combinations that are connected</span></span></span>
-<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_heatmap-3.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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diff --git a/docs/reference/cor_scatter.html b/docs/reference/cor_scatter.html
deleted file mode 100644
index 81eac916..00000000
--- a/docs/reference/cor_scatter.html
+++ /dev/null
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-      <img src="../logo.svg" class="logo" alt=""><h1>Create a correlation plot between transcription factor activation score and receptor</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>cor_scatter.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Create a correlation plot between transcription factor activation score and receptor</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cor_scatter</span><span class="op">(</span><span class="va">dom</span>, <span class="va">tf</span>, <span class="va">rec</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>tf</dt>
-<dd><p>Target TF module for plotting with receptor</p></dd>
-
-
-<dt>rec</dt>
-<dd><p>Target receptor for plotting with TF</p></dd>
-
-
-<dt>remove_rec_dropout</dt>
-<dd><p>Whether to remove cells with zero expression for plot. This should match the same setting as in build_domino.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to ggscatter.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a ggplot object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">cor_scatter</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"ATF4"</span>, <span class="st">"CD22"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_scatter-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/reference/count_linkage.html b/docs/reference/count_linkage.html
deleted file mode 100644
index 23515eea..00000000
--- a/docs/reference/count_linkage.html
+++ /dev/null
@@ -1,139 +0,0 @@
-<!DOCTYPE html>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Count occurrences of linkages across multiple domino results from a linkage summary</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
-      <div class="d-none name"><code>count_linkage.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Count occurrences of linkages across multiple domino results from a linkage summary</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">count_linkage</span><span class="op">(</span></span>
-<span>  <span class="va">linkage_summary</span>,</span>
-<span>  <span class="va">cluster</span>,</span>
-<span>  group.by <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  linkage <span class="op">=</span> <span class="st">"rec_lig"</span>,</span>
-<span>  subject_names <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>linkage_summary</dt>
-<dd><p>a linkage_summary object</p></dd>
-
-
-<dt>cluster</dt>
-<dd><p>the name of the cell cluster being compared across multiple domino results</p></dd>
-
-
-<dt>group.by</dt>
-<dd><p>the name of the column in linkage_summary\@subject_meta by which to group subjects for counting. If NULL, only total counts of linkages for linkages in the cluster across all subjects is given.</p></dd>
-
-
-<dt>linkage</dt>
-<dd><p>a stored linkage from the domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig')</p></dd>
-
-
-<dt>subject_names</dt>
-<dd><p>a vector of subject_names from the linkage_summary to be compared. If NULL, all subject_names in the linkage summary are included in counting.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="fu">count_linkage</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    linkage_summary <span class="op">=</span> <span class="va">linkage_ls</span>, cluster <span class="op">=</span> <span class="st">"CD8_T_cell"</span>,</span></span>
-<span class="r-in"><span>    group.by <span class="op">=</span> <span class="st">"group"</span>, linkage <span class="op">=</span> <span class="st">"rec_lig"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/create_domino.html b/docs/reference/create_domino.html
deleted file mode 100644
index 3aebd764..00000000
--- a/docs/reference/create_domino.html
+++ /dev/null
@@ -1,248 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
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-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
-network."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a domino object and prepare it for network construction</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>create_domino.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for <code><a href="build_domino.html">build_domino()</a></code>, which will calculate a signaling
-network.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_domino</span><span class="op">(</span></span>
-<span>  <span class="va">rl_map</span>,</span>
-<span>  <span class="va">features</span>,</span>
-<span>  ser <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  counts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  z_scores <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  clusters <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  use_clusters <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  tf_targets <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  verbose <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  rec_min_thresh <span class="op">=</span> <span class="fl">0.025</span>,</span>
-<span>  remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  tf_selection_method <span class="op">=</span> <span class="st">"clusters"</span>,</span>
-<span>  tf_variance_quantile <span class="op">=</span> <span class="fl">0.5</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>rl_map</dt>
-<dd><p>Data frame where each row describes a receptor-ligand interaction with required columns gene_A &amp; gene_B including the gene names for the receptor and ligand and type_A &amp; type_B annotating if genes A and B are a ligand (L) or receptor (R)</p></dd>
-
-
-<dt>features</dt>
-<dd><p>Either a path to a csv containing cell level features of interest (ie. the auc matrix from pySCENIC) or named matrix with cells as columns and features as rows.</p></dd>
-
-
-<dt>ser</dt>
-<dd><p>Seurat object containing scaled RNA expression data in the RNA assay slot and cluster identity. Either a ser object OR z_scores and clusters must be provided. If ser is present z_scores and clusters will be ignored.</p></dd>
-
-
-<dt>counts</dt>
-<dd><p>Counts matrix for the data. If a Seurat object is provided this will be ignored. This is only used to threshold receptors on dropout.</p></dd>
-
-
-<dt>z_scores</dt>
-<dd><p>Matrix containing z-scored expression data for all cells with cells as columns and features as rows. Either z_scores and clusters must be provided OR a ser object. If ser is present z_scores and clusters will be ignored.</p></dd>
-
-
-<dt>clusters</dt>
-<dd><p>Named factor containing cell cluster with names as cells. Either clusters and z_scores OR ser must be provided. If ser is present z_scores and clusters will be ignored.</p></dd>
-
-
-<dt>use_clusters</dt>
-<dd><p>Boolean indicating whether to use the clusters from a Seurat object. If a Seurat object is not provided then this parameter is ignored.</p></dd>
-
-
-<dt>tf_targets</dt>
-<dd><p>Optional. A list where names are transcription factors and the stored values are character vectors of genes in the transcription factor's regulon.</p></dd>
-
-
-<dt>verbose</dt>
-<dd><p>Boolean indicating whether or not to print progress during computation.</p></dd>
-
-
-<dt>use_complexes</dt>
-<dd><p>Boolean indicating whether you wish to use receptor/ligand complexes in the receptor ligand signaling database. If FALSE, receptor/ligand pairs where either functions as a protein complex will not be considered when constructing the signaling network.</p></dd>
-
-
-<dt>rec_min_thresh</dt>
-<dd><p>Minimum expression level of receptors by cell. Default is 0.025 or 2.5 percent of all cells in the data set. This is important when calculating correlation to connect receptors to transcription activation. If this threshold is too low then correlation calculations will proceed with very few cells with non-zero expression.</p></dd>
-
-
-<dt>remove_rec_dropout</dt>
-<dd><p>Whether to remove receptors with 0 expression counts when calculating correlations. This can reduce false positive correlation calculations when receptors have high dropout rates.</p></dd>
-
-
-<dt>tf_selection_method</dt>
-<dd><p>Selection of which method to target transcription factors. If 'clusters' then differential expression for clusters will be calculated. If 'variable' then the most variable transcription factors will be selected. If 'all' then all transcription factors in the feature matrix will be used. Default is 'clusters'. Note that if you wish to use clusters for intercellular signaling downstream to MUST choose clusters.</p></dd>
-
-
-<dt>tf_variance_quantile</dt>
-<dd><p>What proportion of variable features to take if using variance to threshold features. Default is 0.5. Higher numbers will keep more features. Ignored if tf_selection_method is not 'variable'</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">pbmc_dom_tiny_all</span> <span class="op">&lt;-</span> <span class="va">pbmc_dom_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_domino</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    rl_map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, features <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">auc_tiny</span>,</span></span>
-<span class="r-in"><span>    counts <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_count_tiny</span>, z_scores <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_zscore_tiny</span>,</span></span>
-<span class="r-in"><span>    clusters <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">clusters_tiny</span>, tf_targets <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulon_list_tiny</span>,</span></span>
-<span class="r-in"><span>    use_clusters <span class="op">=</span> <span class="cn">FALSE</span>, use_complexes <span class="op">=</span> <span class="cn">FALSE</span>,</span></span>
-<span class="r-in"><span>    rec_min_thresh <span class="op">=</span> <span class="fl">0.1</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
-<span class="r-in"><span>    tf_selection_method <span class="op">=</span> <span class="st">"all"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Reading in and processing signaling database</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Database provided from source: CellPhoneDB</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Getting z_scores, clusters, and counts</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating correlations</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> FAS has component genes that did not pass testing parameters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> CD22 has component genes that did not pass testing parameters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> IGF1R has component genes that did not pass testing parameters</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="va">pbmc_dom_tiny_clustered</span> <span class="op">&lt;-</span> <span class="fu">create_domino</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    rl_map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, features <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">auc_tiny</span>,</span></span>
-<span class="r-in"><span>    counts <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_count_tiny</span>, z_scores <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_zscore_tiny</span>,</span></span>
-<span class="r-in"><span>    clusters <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">clusters_tiny</span>, tf_targets <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulon_list_tiny</span>,</span></span>
-<span class="r-in"><span>    use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Reading in and processing signaling database</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Database provided from source: CellPhoneDB</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Getting z_scores, clusters, and counts</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating feature enrichment by cluster</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating correlations</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> IGF1R has component genes that did not pass testing parameters</span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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diff --git a/docs/reference/create_regulon_list_scenic.html b/docs/reference/create_regulon_list_scenic.html
deleted file mode 100644
index fd87f8e6..00000000
--- a/docs/reference/create_regulon_list_scenic.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC"><title>Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic"><meta property="og:description" content="Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a list of genes in regulons inferred by SCENIC</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>create_regulon_list_scenic.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_regulon_list_scenic</span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>regulons</dt>
-<dd><p>Dataframe or file path to the table of the output of the grn (gene regulatory network) function from pySCENIC</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A list where names are transcription factors and the stored values are character vectors of genes in the inferred regulons</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">regulon_list_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_regulon_list_scenic</span><span class="op">(</span>regulons <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulons_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/create_rl_map_cellphonedb.html b/docs/reference/create_rl_map_cellphonedb.html
deleted file mode 100644
index 814497c8..00000000
--- a/docs/reference/create_rl_map_cellphonedb.html
+++ /dev/null
@@ -1,158 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data."><title>Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb"><meta property="og:description" content="Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a receptor-ligand map from a cellphonedb signaling database</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>create_rl_map_cellphonedb.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_rl_map_cellphonedb</span><span class="op">(</span></span>
-<span>  <span class="va">genes</span>,</span>
-<span>  <span class="va">proteins</span>,</span>
-<span>  <span class="va">interactions</span>,</span>
-<span>  complexes <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  database_name <span class="op">=</span> <span class="st">"CellPhoneDB"</span>,</span>
-<span>  gene_conv <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  gene_conv_host <span class="op">=</span> <span class="st">"https://www.ensembl.org"</span>,</span>
-<span>  alternate_convert <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  alternate_convert_table <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>genes</dt>
-<dd><p>dataframe or file path to table of gene names in uniprot, hgnc_symbol, or ensembl format in cellphonedb database format</p></dd>
-
-
-<dt>proteins</dt>
-<dd><p>dataframe or file path to table of protein features in cellphonedb format</p></dd>
-
-
-<dt>interactions</dt>
-<dd><p>dataframe or file path to table of protein-protein interactions in cellphonedb format</p></dd>
-
-
-<dt>complexes</dt>
-<dd><p>optional: dataframe or file path to table of protein complexes in cellphonedb format</p></dd>
-
-
-<dt>database_name</dt>
-<dd><p>name of the database being used, stored in output</p></dd>
-
-
-<dt>gene_conv</dt>
-<dd><p>a tuple of (from, to) or (source, target) if gene conversion to orthologs is desired; options are ENSMUSG, ENSG, MGI, or HGNC</p></dd>
-
-
-<dt>gene_conv_host</dt>
-<dd><p>host for conversion; default ensembl, could also use mirrors if desired</p></dd>
-
-
-<dt>alternate_convert</dt>
-<dd><p>boolean if you would like to use a non-ensembl method of conversion (must supply table; not recommended, use only if ensembl is down)</p></dd>
-
-
-<dt>alternate_convert_table</dt>
-<dd><p>supplied table for non-ensembl method of conversion</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>Data frame where each row describes a possible receptor-ligand interaction</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">rl_map_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_rl_map_cellphonedb</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    genes <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">genes_tiny</span>,</span></span>
-<span class="r-in"><span>    proteins <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">proteins_tiny</span>, interactions <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">interactions_tiny</span>,</span></span>
-<span class="r-in"><span>    complexes <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">complexes_tiny</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/reference/do_norm.html b/docs/reference/do_norm.html
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Normalize a matrix to its max value by row or column</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>do_norm.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Normalizes a matrix to its max value by row or column</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">do_norm</span><span class="op">(</span><span class="va">mat</span>, <span class="va">dir</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>mat</dt>
-<dd><p>Matrix to be normalized</p></dd>
-
-
-<dt>dir</dt>
-<dd><p>Direction to normalize the matrix c('row', 'col')</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A normalized matrix in the direction specified.</p>
-    </div>
-
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-    </nav></aside></div>
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diff --git a/docs/reference/dom_clusters.html b/docs/reference/dom_clusters.html
deleted file mode 100644
index 7597f64b..00000000
--- a/docs/reference/dom_clusters.html
+++ /dev/null
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-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull cluster information from a domino object"><title>Access clusters — dom_clusters • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access clusters — dom_clusters"><meta property="og:description" content="A function to pull cluster information from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Access clusters</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_clusters.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull cluster information from a domino object</p>
-    </div>
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-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_clusters</span><span class="op">(</span><span class="va">dom</span>, labels <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-
-<dt>labels</dt>
-<dd><p>A boolean for whether to return the cluster labels for each cell or the clusters used for inferring communication</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector containing either the names of the clusters used OR factors of the cluster label for each individual cell</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">cluster_names</span> <span class="op">&lt;-</span> <span class="fu">dom_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">cell_cluster_label</span> <span class="op">&lt;-</span> <span class="fu">dom_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, labels <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/reference/dom_correlations.html b/docs/reference/dom_correlations.html
deleted file mode 100644
index 9c7a6f5f..00000000
--- a/docs/reference/dom_correlations.html
+++ /dev/null
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access correlations</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_correlations.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull receptor-transcription factor correlations from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_correlations</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the correlation values for each receptor (row) by transcription factor (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">cor_matrix</span> <span class="op">&lt;-</span> <span class="fu">dom_correlations</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_counts.html b/docs/reference/dom_counts.html
deleted file mode 100644
index cc66e293..00000000
--- a/docs/reference/dom_counts.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull gene expression from a domino object"><title>Access counts — dom_counts • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access counts — dom_counts"><meta property="og:description" content="A function to pull gene expression from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access counts</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_counts.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull gene expression from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_counts</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the gene expression values for each gene (row) by cell (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu">dom_counts</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/reference/dom_database.html b/docs/reference/dom_database.html
deleted file mode 100644
index 67b3cd1a..00000000
--- a/docs/reference/dom_database.html
+++ /dev/null
@@ -1,119 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull database information from a domino object"><title>Access database — dom_database • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access database — dom_database"><meta property="og:description" content="A function to pull database information from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access database</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_database.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull database information from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_database</span><span class="op">(</span><span class="va">dom</span>, name_only <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created</p></dd>
-
-
-<dt>name_only</dt>
-<dd><p>A boolean for whether to return only the name of the database used
-or the entire database that is stored. Default TRUE.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector of unique databases used in building the domino object OR
-a data frame that includes the database information used in the domino object creation</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">database_name</span> <span class="op">&lt;-</span> <span class="fu">dom_database</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">full_database</span> <span class="op">&lt;-</span> <span class="fu">dom_database</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, name_only <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_de.html b/docs/reference/dom_de.html
deleted file mode 100644
index e92a47eb..00000000
--- a/docs/reference/dom_de.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull differential expression p values from a domino object"><title>Access differential expression — dom_de • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access differential expression — dom_de"><meta property="og:description" content="A function to pull differential expression p values from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-</nav><div class="container template-reference-topic">
-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access differential expression</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_de.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull differential expression p values from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_de</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the p values for differential expression of transcription factors (rows) in each cluster (columns)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">de_mat</span> <span class="op">&lt;-</span> <span class="fu">dom_de</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_info.html b/docs/reference/dom_info.html
deleted file mode 100644
index 47dfe6de..00000000
--- a/docs/reference/dom_info.html
+++ /dev/null
@@ -1,113 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull the parameters used when running build_domino() from a domino object"><title>Access build information — dom_info • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access build information — dom_info"><meta property="og:description" content="A function to pull the parameters used when running build_domino() from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Access build information</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_info.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull the parameters used when running <code><a href="build_domino.html">build_domino()</a></code> from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_info</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A list containing booleans for whether the object has been created and build, and a list of the
-build parameters that were used in <code><a href="build_domino.html">build_domino()</a></code> to infer the signaling network</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">build_details</span> <span class="op">&lt;-</span> <span class="fu">dom_info</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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diff --git a/docs/reference/dom_linkages.html b/docs/reference/dom_linkages.html
deleted file mode 100644
index a9e2ae31..00000000
--- a/docs/reference/dom_linkages.html
+++ /dev/null
@@ -1,128 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull linkages from a domino object"><title>Access linkages — dom_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access linkages — dom_linkages"><meta property="og:description" content="A function to pull linkages from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
-    
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-    <a class="navbar-brand me-2" href="../index.html">domino2</a>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access linkages</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull linkages from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_linkages</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  link_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"complexes"</span>, <span class="st">"receptor-ligand"</span>, <span class="st">"tf-target"</span>, <span class="st">"tf-receptor"</span>, <span class="st">"receptor"</span>,</span>
-<span>    <span class="st">"incoming-ligand"</span><span class="op">)</span>,</span>
-<span>  by_cluster <span class="op">=</span> <span class="cn">FALSE</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-
-<dt>link_type</dt>
-<dd><p>One value (out of "complexes", "receptor-ligand",
-"tf-target", "tf-receptor", "receptor", "incoming-ligand") used
-to select the desired type of linkage</p></dd>
-
-
-<dt>by_cluster</dt>
-<dd><p>A boolean to indicate whether the linkages should be returned overall or by cluster</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A list containing linkages between some combination of receptors, ligands, transcription factors, and clusters</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu">dom_linkages</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"complexes"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">tf_rec_by_cluster</span> <span class="op">&lt;-</span> <span class="fu">dom_linkages</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"tf-receptor"</span>, <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_network_items.html b/docs/reference/dom_network_items.html
deleted file mode 100644
index 74a56571..00000000
--- a/docs/reference/dom_network_items.html
+++ /dev/null
@@ -1,130 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this build_domino() must be run on the object previously."><title>Access all features, receptors, or ligands present in a signaling network. — dom_network_items • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access all features, receptors, or ligands present in a signaling network. — dom_network_items"><meta property="og:description" content="This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this build_domino() must be run on the object previously."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access all features, receptors, or ligands present in a signaling network.</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_network_items.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this <code><a href="build_domino.html">build_domino()</a></code> must be run on the object previously.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_network_items</span><span class="op">(</span><span class="va">dom</span>, clusters <span class="op">=</span> <span class="cn">NULL</span>, return <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object containing a signaling network (i.e. <code><a href="build_domino.html">build_domino()</a></code> was run)</p></dd>
-
-
-<dt>clusters</dt>
-<dd><p>Vector indicating clusters to collate network items from. If left as NULL then all clusters will be included.</p></dd>
-
-
-<dt>return</dt>
-<dd><p>String indicating where to collate "features", "receptors", or "ligands". If "all" then a list of all three will be returned.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector containing all features, receptors, or ligands in the data set or a list containing all three.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">monocyte_receptors</span> <span class="op">&lt;-</span> <span class="fu">dom_network_items</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"CD14_monocyte"</span>, <span class="st">"receptors"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">all_tfs</span> <span class="op">&lt;-</span> <span class="fu">dom_network_items</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, return <span class="op">=</span> <span class="st">"features"</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_signaling.html b/docs/reference/dom_signaling.html
deleted file mode 100644
index aca3cdd4..00000000
--- a/docs/reference/dom_signaling.html
+++ /dev/null
@@ -1,117 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull signaling matrices from a domino object"><title>Access signaling — dom_signaling • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access signaling — dom_signaling"><meta property="og:description" content="A function to pull signaling matrices from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access signaling</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_signaling.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull signaling matrices from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_signaling</span><span class="op">(</span><span class="va">dom</span>, cluster <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-
-<dt>cluster</dt>
-<dd><p>Either NULL to indicate global signaling or a specific cluster for which a</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A data.frame containing the signaling score through each ligand (row) by each cluster (column) OR
-a data.frame containing the global summed signaling scores between receptors (rows) and ligands (columns) of each cluster</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">monocyte_signaling</span> <span class="op">&lt;-</span> <span class="fu">dom_signaling</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, cluster <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-    </nav></aside></div>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_tf_activation.html b/docs/reference/dom_tf_activation.html
deleted file mode 100644
index fe7dd979..00000000
--- a/docs/reference/dom_tf_activation.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull transcription factor activation scores from a domino object"><title>Access transcription factor activation — dom_tf_activation • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access transcription factor activation — dom_tf_activation"><meta property="og:description" content="A function to pull transcription factor activation scores from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access transcription factor activation</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_tf_activation.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull transcription factor activation scores from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_tf_activation</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the transcription factor activation scores for each feature (row) by cell (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">tf_activation</span> <span class="op">&lt;-</span> <span class="fu">dom_tf_activation</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/dom_zscores.html b/docs/reference/dom_zscores.html
deleted file mode 100644
index e030003b..00000000
--- a/docs/reference/dom_zscores.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull z-scored expression from a domino object"><title>Access z-scores — dom_zscores • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access z-scores — dom_zscores"><meta property="og:description" content="A function to pull z-scored expression from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Access z-scores</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_zscores.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull z-scored expression from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_zscores</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the z-scored gene expression values for each gene (row) by cell (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">zscores</span> <span class="op">&lt;-</span> <span class="fu">dom_zscores</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/domino-class.html b/docs/reference/domino-class.html
deleted file mode 100644
index 3f7938f7..00000000
--- a/docs/reference/domino-class.html
+++ /dev/null
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-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="The domino class contains all information necessary to calculate receptor-ligand
-signaling. It contains z-scored expression, cell cluster labels, feature values,
-and a referenced receptor-ligand database formatted as a receptor-ligand map.
-Calculated intermediate values are also stored."><title>The domino Class — domino-class • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="The domino Class — domino-class"><meta property="og:description" content="The domino class contains all information necessary to calculate receptor-ligand
-signaling. It contains z-scored expression, cell cluster labels, feature values,
-and a referenced receptor-ligand database formatted as a receptor-ligand map.
-Calculated intermediate values are also stored."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>The domino Class</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>domino-class.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>The domino class contains all information necessary to calculate receptor-ligand
-signaling. It contains z-scored expression, cell cluster labels, feature values,
-and a referenced receptor-ligand database formatted as a receptor-ligand map.
-Calculated intermediate values are also stored.</p>
-    </div>
-
-
-    <div class="section level2">
-    <h2 id="slots">Slots<a class="anchor" aria-label="anchor" href="#slots"></a></h2>
-    
-
-<dl><dt><code>db_info</code></dt>
-<dd><p>List of data sets from lr database.</p></dd>
-
-
-<dt><code>counts</code></dt>
-<dd><p>Raw count gene expression data</p></dd>
-
-
-<dt><code>z_scores</code></dt>
-<dd><p>Matrix of z-scored expression data with cells as columns</p></dd>
-
-
-<dt><code>clusters</code></dt>
-<dd><p>Named factor with cluster identity of each cell</p></dd>
-
-
-<dt><code>features</code></dt>
-<dd><p>Matrix of features to correlate receptor-ligand expression with. Cells are columns and features are rows.</p></dd>
-
-
-<dt><code>cor</code></dt>
-<dd><p>Correlation matrix of receptor expression to features.</p></dd>
-
-
-<dt><code>linkages</code></dt>
-<dd><p>List of lists containing info linking cluster-&gt;tf-&gt;rec-&gt;lig</p></dd>
-
-
-<dt><code>clust_de</code></dt>
-<dd><p>Data frame containing differential expression results for features by cluster.</p></dd>
-
-
-<dt><code>misc</code></dt>
-<dd><p>List of miscellaneous info pertaining to run parameters etc.</p></dd>
-
-
-<dt><code>cl_signaling_matrices</code></dt>
-<dd><p>Incoming signaling matrix for each cluster</p></dd>
-
-
-<dt><code>signaling</code></dt>
-<dd><p>Signaling matrix between all clusters.</p></dd>
-
-
-</dl></div>
-
-  </main></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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diff --git a/docs/reference/feat_heatmap.html b/docs/reference/feat_heatmap.html
deleted file mode 100644
index f19cf55e..00000000
--- a/docs/reference/feat_heatmap.html
+++ /dev/null
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a heatmap of features organized by cluster</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>feat_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of feature expression (typically transcription factor
-activation scores) by cells organized by cluster.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">feat_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  feats <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  bool_thresh <span class="op">=</span> <span class="fl">0.2</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  norm <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  ann_cols <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>feats</dt>
-<dd><p>Either a vector of features to include in the heatmap or 'all' for all features. If left NULL then the features selected for the signaling network will be shown.</p></dd>
-
-
-<dt>bool</dt>
-<dd><p>Boolean indicating whether the heatmap should be continuous or boolean. If boolean then bool_thresh will be used to determine how to define activity as positive or negative.</p></dd>
-
-
-<dt>bool_thresh</dt>
-<dd><p>Numeric indicating the threshold separating 'on' or 'off' for feature activity if making a boolean heatmap.</p></dd>
-
-
-<dt>title</dt>
-<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
-
-
-<dt>norm</dt>
-<dd><p>Boolean indicating whether or not to normalize the transcrption factors to their max value.</p></dd>
-
-
-<dt>cols</dt>
-<dd><p>Named vector of colors to annotate cells by cluster color. Values are taken as colors and names as cluster. If left as NULL then default ggplot colors will be generated.</p></dd>
-
-
-<dt>ann_cols</dt>
-<dd><p>Boolean indicating whether to include cell cluster as a column annotation. Colors can be defined with cols. If FALSE then custom annotations can be passed to NMF.</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum threshold for color scaling if not a boolean heatmap</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum threshold for color scaling if not a boolean heatmap</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> . Note that to use the 'main' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE and to use 'annCol' or 'annColors' ann_cols must be FALSE.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">feat_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="feat_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="co"># using thresholds</span></span></span>
-<span class="r-in"><span><span class="fu">feat_heatmap</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>,</span></span>
-<span class="r-in"><span>    min_thresh <span class="op">=</span> <span class="fl">0.1</span>,</span></span>
-<span class="r-in"><span>    max_thresh <span class="op">=</span> <span class="fl">0.6</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>You are using norm with min_thresh and max_thresh. Note that values will be thresholded AFTER normalization.</span>
-<span class="r-plt img"><img src="feat_heatmap-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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diff --git a/docs/reference/gene_network.html b/docs/reference/gene_network.html
deleted file mode 100644
index 30bbfa1d..00000000
--- a/docs/reference/gene_network.html
+++ /dev/null
@@ -1,164 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Create a gene association network for genes from a given cluster. The
-selected cluster acts as the receptor for the gene association network, so
-only ligands, receptors, and features associated with the receptor cluster
-will be included in the plot."><title>Create a gene association network — gene_network • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a gene association network — gene_network"><meta property="og:description" content="Create a gene association network for genes from a given cluster. The
-selected cluster acts as the receptor for the gene association network, so
-only ligands, receptors, and features associated with the receptor cluster
-will be included in the plot."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a gene association network</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>gene_network.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Create a gene association network for genes from a given cluster. The
-selected cluster acts as the receptor for the gene association network, so
-only ligands, receptors, and features associated with the receptor cluster
-will be included in the plot.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">gene_network</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  clust <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  OutgoingSignalingClust <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  class_cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>lig <span class="op">=</span> <span class="st">"#FF685F"</span>, rec <span class="op">=</span> <span class="st">"#47a7ff"</span>, feat <span class="op">=</span> <span class="st">"#39C740"</span><span class="op">)</span>,</span>
-<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  lig_scale <span class="op">=</span> <span class="fl">1</span>,</span>
-<span>  layout <span class="op">=</span> <span class="st">"grid"</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>clust</dt>
-<dd><p>Receptor cluster to create the gene association network for. A vector of clusters may be provided.</p></dd>
-
-
-<dt>OutgoingSignalingClust</dt>
-<dd><p>Vector of clusters to plot the outgoing signaling from</p></dd>
-
-
-<dt>class_cols</dt>
-<dd><p>Named vector of colors used to color classes of vertices. Values must be colors and names must be classes ('rec', 'lig', and 'feat' for receptors, ligands, and features.).</p></dd>
-
-
-<dt>cols</dt>
-<dd><p>Named vector of colors for individual genes. Genes not included in this vector will be colored according to class_cols.</p></dd>
-
-
-<dt>lig_scale</dt>
-<dd><p>FALSE or a numeric value to scale the size of ligand vertices based on z-scored expression in the data set.</p></dd>
-
-
-<dt>layout</dt>
-<dd><p>Type of layout to use. Options are 'grid', 'random', 'sphere', 'circle', 'fr' for Fruchterman-Reingold force directed layout, and 'kk' for Kamada Kawai for directed layout.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to plot() with an igraph object. See igraph manual for options.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>an igraph rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">gene_network</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>,</span></span>
-<span class="r-in"><span>    clust <span class="op">=</span> <span class="st">"CD8_T_cell"</span>,</span></span>
-<span class="r-in"><span>    OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="gene_network-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/ggplot_col_gen.html b/docs/reference/ggplot_col_gen.html
deleted file mode 100644
index 86aeb6cf..00000000
--- a/docs/reference/ggplot_col_gen.html
+++ /dev/null
@@ -1,106 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Accepts a number of colors to generate and generates a ggplot color spectrum."><title>Generate ggplot colors — ggplot_col_gen • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate ggplot colors — ggplot_col_gen"><meta property="og:description" content="Accepts a number of colors to generate and generates a ggplot color spectrum."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
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-    <p>Accepts a number of colors to generate and generates a ggplot color spectrum.</p>
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-    <dl><dt>n</dt>
-<dd><p>Number of colors to generate</p></dd>
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-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
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diff --git a/docs/reference/incoming_signaling_heatmap.html b/docs/reference/incoming_signaling_heatmap.html
deleted file mode 100644
index 65b9de21..00000000
--- a/docs/reference/incoming_signaling_heatmap.html
+++ /dev/null
@@ -1,171 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
-list of ligands capable of activating its enriched transcription factors. The
-function creates a heatmap of cluster average expression for all of those
-ligands. A list of all cluster incoming signaling matrices can be found in
-the cl_signaling_matrices slot of a domino option as an alternative to this
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-list of ligands capable of activating its enriched transcription factors. The
-function creates a heatmap of cluster average expression for all of those
-ligands. A list of all cluster incoming signaling matrices can be found in
-the cl_signaling_matrices slot of a domino option as an alternative to this
-plotting function."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a cluster incoming signaling heatmap</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>incoming_signaling_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
-list of ligands capable of activating its enriched transcription factors. The
-function creates a heatmap of cluster average expression for all of those
-ligands. A list of all cluster incoming signaling matrices can be found in
-the cl_signaling_matrices slot of a domino option as an alternative to this
-plotting function.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">incoming_signaling_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  <span class="va">rec_clust</span>,</span>
-<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>rec_clust</dt>
-<dd><p>Which cluster to select as the receptor. Must match naming of clusters in the domino object.</p></dd>
-
-
-<dt>clusts</dt>
-<dd><p>Vector of clusters to be included. If NULL then all clusters are used.</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum signaling threshold for plotting. Defaults to -Inf for no threshold.</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum signaling threshold for plotting. Defaults to Inf for no threshold.</p></dd>
-
-
-<dt>scale</dt>
-<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, or 'log' for log10.</p></dd>
-
-
-<dt>normalize</dt>
-<dd><p>Options to normalize the matrix. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
-
-
-<dt>title</dt>
-<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>. Note that to use the 'column_title' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># incoming signaling of the CD8  T cells</span></span></span>
-<span class="r-in"><span><span class="fu">incoming_signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="incoming_signaling_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/index.html b/docs/reference/index.html
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-      <img src="../logo.svg" class="logo" alt=""><h1>Function reference</h1>
-    </div>
-
-    <div class="section level2">
-      <h2 id="domino-classes">Domino Classes<a class="anchor" aria-label="anchor" href="#domino-classes"></a></h2>
-      
-      <p class="section-desc"></p><p>An object class designed to store information used and produced in Domino2 analysis</p>
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="domino-class.html">domino-class</a></code> <code><a href="domino-class.html">domino</a></code> 
-        </dt>
-        <dd>The domino Class</dd>
-      </dl><dl><dt>
-          
-          <code><a href="linkage_summary-class.html">linkage_summary-class</a></code> <code><a href="linkage_summary-class.html">linkage_summary</a></code> 
-        </dt>
-        <dd>The domino linkage summary class</dd>
-      </dl></div><div class="section level2">
-      <h2 id="analysis-functions">Analysis Functions<a class="anchor" aria-label="anchor" href="#analysis-functions"></a></h2>
-      
-      <p class="section-desc"></p><p>Functions for performing cell-cell communication analysis with the Domino2 package</p>
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code> 
-        </dt>
-        <dd>Create a receptor-ligand map from a cellphonedb signaling database</dd>
-      </dl><dl><dt>
-          
-          <code><a href="create_regulon_list_scenic.html">create_regulon_list_scenic()</a></code> 
-        </dt>
-        <dd>Create a list of genes in regulons inferred by SCENIC</dd>
-      </dl><dl><dt>
-          
-          <code><a href="create_domino.html">create_domino()</a></code> 
-        </dt>
-        <dd>Create a domino object and prepare it for network construction</dd>
-      </dl><dl><dt>
-          
-          <code><a href="build_domino.html">build_domino()</a></code> 
-        </dt>
-        <dd>Calculate a signaling network for a domino object</dd>
-      </dl><dl><dt>
-          
-          <code><a href="summarize_linkages.html">summarize_linkages()</a></code> 
-        </dt>
-        <dd>Summarize linkages from multiple domino objects</dd>
-      </dl><dl><dt>
-          
-          <code><a href="test_differential_linkages.html">test_differential_linkages()</a></code> 
-        </dt>
-        <dd>Statistical test for differential linkages across multiple domino results</dd>
-      </dl></div><div class="section level2">
-      <h2 id="plotting-functions">Plotting Functions<a class="anchor" aria-label="anchor" href="#plotting-functions"></a></h2>
-      
-      <p class="section-desc"></p><p>Functions for visualizing Domino2 analysis results</p>
-
-      
-    </div><div class="section level2">
-      
-      <h3 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="cor_heatmap.html">cor_heatmap()</a></code> 
-        </dt>
-        <dd>Create a heatmap of correlation between receptors and transcription factors</dd>
-      </dl><dl><dt>
-          
-          <code><a href="feat_heatmap.html">feat_heatmap()</a></code> 
-        </dt>
-        <dd>Create a heatmap of features organized by cluster</dd>
-      </dl><dl><dt>
-          
-          <code><a href="incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> 
-        </dt>
-        <dd>Create a cluster incoming signaling heatmap</dd>
-      </dl><dl><dt>
-          
-          <code><a href="signaling_heatmap.html">signaling_heatmap()</a></code> 
-        </dt>
-        <dd>Create a network heatmap</dd>
-      </dl></div><div class="section level2">
-      
-      <h3 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="gene_network.html">gene_network()</a></code> 
-        </dt>
-        <dd>Create a gene association network</dd>
-      </dl><dl><dt>
-          
-          <code><a href="signaling_network.html">signaling_network()</a></code> 
-        </dt>
-        <dd>Create a cluster to cluster signaling network diagram</dd>
-      </dl></div><div class="section level2">
-      
-      <h3 id="other-plots">Other Plots<a class="anchor" aria-label="anchor" href="#other-plots"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="circos_ligand_receptor.html">circos_ligand_receptor()</a></code> 
-        </dt>
-        <dd>Plot expression of a receptor's ligands by other cell types as a chord plot</dd>
-      </dl><dl><dt>
-          
-          <code><a href="cor_scatter.html">cor_scatter()</a></code> 
-        </dt>
-        <dd>Create a correlation plot between transcription factor activation score and receptor</dd>
-      </dl><dl><dt>
-          
-          <code><a href="plot_differential_linkages.html">plot_differential_linkages()</a></code> 
-        </dt>
-        <dd>Plot differential linkages among domino results ranked by a comparative statistic</dd>
-      </dl></div><div class="section level2">
-      <h2 id="helper-functions">Helper Functions<a class="anchor" aria-label="anchor" href="#helper-functions"></a></h2>
-      
-      <p class="section-desc"></p><p>Convenience functions for working with Domino2 objects</p>
-
-      
-    </div><div class="section level2">
-      
-      <h3 id="access-functions">Access functions<a class="anchor" aria-label="anchor" href="#access-functions"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="dom_clusters.html">dom_clusters()</a></code> 
-        </dt>
-        <dd>Access clusters</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_correlations.html">dom_correlations()</a></code> 
-        </dt>
-        <dd>Access correlations</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_counts.html">dom_counts()</a></code> 
-        </dt>
-        <dd>Access counts</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_database.html">dom_database()</a></code> 
-        </dt>
-        <dd>Access database</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_de.html">dom_de()</a></code> 
-        </dt>
-        <dd>Access differential expression</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_info.html">dom_info()</a></code> 
-        </dt>
-        <dd>Access build information</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_linkages.html">dom_linkages()</a></code> 
-        </dt>
-        <dd>Access linkages</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_network_items.html">dom_network_items()</a></code> 
-        </dt>
-        <dd>Access all features, receptors, or ligands present in a signaling network.</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_signaling.html">dom_signaling()</a></code> 
-        </dt>
-        <dd>Access signaling</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_tf_activation.html">dom_tf_activation()</a></code> 
-        </dt>
-        <dd>Access transcription factor activation</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_zscores.html">dom_zscores()</a></code> 
-        </dt>
-        <dd>Access z-scores</dd>
-      </dl></div><div class="section level2">
-      
-      <h3 id="misc-utility-functions">Misc. utility functions<a class="anchor" aria-label="anchor" href="#misc-utility-functions"></a></h3>
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-        </dt>
-        <dd>Adds a column to the RL signaling data frame.</dd>
-      </dl><dl><dt>
-          
-          <code><a href="count_linkage.html">count_linkage()</a></code> 
-        </dt>
-        <dd>Count occurrences of linkages across multiple domino results from a linkage summary</dd>
-      </dl><dl><dt>
-          
-          <code><a href="mean_ligand_expression.html">mean_ligand_expression()</a></code> 
-        </dt>
-        <dd>Calculate mean ligand expression as a data.frame for plotting in circos plot</dd>
-      </dl><dl><dt>
-          
-          <code><a href="rename_clusters.html">rename_clusters()</a></code> 
-        </dt>
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diff --git a/docs/reference/lc.html b/docs/reference/lc.html
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index 754e1d3d..00000000
--- a/docs/reference/lc.html
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/processing_fxns.R" class="external-link"><code>R/processing_fxns.R</code></a></small>
-      <div class="d-none name"><code>lc.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Helper function to convert from a nested series of lists to a single vector.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">lc</span><span class="op">(</span><span class="va">list</span>, <span class="va">list_names</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>list</dt>
-<dd><p>List to pull items from</p></dd>
-
-
-<dt>list_names</dt>
-<dd><p>Names of items in list to pool</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector contaning all items in the list by list_names</p>
-    </div>
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diff --git a/docs/reference/linkage_summary-class.html b/docs/reference/linkage_summary-class.html
deleted file mode 100644
index 36297fb5..00000000
--- a/docs/reference/linkage_summary-class.html
+++ /dev/null
@@ -1,121 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="The linkage summary class contains linkages established in multiple domino
-objects through gene regulatory network inference and reference to receptor-
-ligand data bases. A data frame summarizing meta features that describe the
-domino objects compared in the linkage summary facilitates comparisons of
-established linkages and differential signaling interactions across categorical
-sample covariates."><title>The domino linkage summary class — linkage_summary-class • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="The domino linkage summary class — linkage_summary-class"><meta property="og:description" content="The linkage summary class contains linkages established in multiple domino
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>linkage_summary-class.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>The linkage summary class contains linkages established in multiple domino
-objects through gene regulatory network inference and reference to receptor-
-ligand data bases. A data frame summarizing meta features that describe the
-domino objects compared in the linkage summary facilitates comparisons of
-established linkages and differential signaling interactions across categorical
-sample covariates.</p>
-    </div>
-
-
-    <div class="section level2">
-    <h2 id="slots">Slots<a class="anchor" aria-label="anchor" href="#slots"></a></h2>
-    
-
-<dl><dt><code>subject_names</code></dt>
-<dd><p>unique names for each domino result included in the summary</p></dd>
-
-
-<dt><code>subject_meta</code></dt>
-<dd><p>data.frame with each row describing one subject and columns describing features of the subjects by which to draw comparisons of signaling networks</p></dd>
-
-
-<dt><code>subject_linkages</code></dt>
-<dd><p>nested list of linkages inferred for each subject. Lists are stored in a heirarchical structure of subject-cluster-linkage where linkages include transcription factors (tfs), linkages between transcription factors and receptors (tfs_rec), active receptors (rec), possible receptor-ligand interactions (rec_lig), and incoming ligands (incoming_lig)</p></dd>
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diff --git a/docs/reference/mean_ligand_expression.html b/docs/reference/mean_ligand_expression.html
deleted file mode 100644
index c98aded8..00000000
--- a/docs/reference/mean_ligand_expression.html
+++ /dev/null
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-plot of ligand expression and saving tables of mean expression."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Calculate mean ligand expression as a data.frame for plotting in circos plot</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>mean_ligand_expression.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a data frame of mean ligand expression for use in plotting a circos
-plot of ligand expression and saving tables of mean expression.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mean_ligand_expression</span><span class="op">(</span><span class="va">x</span>, <span class="va">ligands</span>, <span class="va">cell_ident</span>, <span class="va">cell_barcodes</span>, <span class="va">destination</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>x</dt>
-<dd><p>Gene by cell expression matrix</p></dd>
-
-
-<dt>ligands</dt>
-<dd><p>Character vector of ligand genes to be quantified</p></dd>
-
-
-<dt>cell_ident</dt>
-<dd><p>Vector of cell type (identity) names for which to calculate mean ligand gene expression</p></dd>
-
-
-<dt>cell_barcodes</dt>
-<dd><p>Vector of cell barcodes (colnames of x) belonging to cell_ident to calculate mean expression across</p></dd>
-
-
-<dt>destination</dt>
-<dd><p>Name of the receptor with which each ligand interacts</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A data frame of ligand expression targeting the specified receptor</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu"><a href="dom_counts.html">dom_counts</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">mean_exp</span> <span class="op">&lt;-</span> <span class="fu">mean_ligand_expression</span><span class="op">(</span><span class="va">counts</span>,</span></span>
-<span class="r-in"><span>    ligands <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PTPRC"</span>, <span class="st">"FASLG"</span><span class="op">)</span>, cell_ident <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span></span>
-<span class="r-in"><span>    cell_barcodes <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">counts</span><span class="op">)</span>, destination <span class="op">=</span> <span class="st">"FAS"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/pbmc.html b/docs/reference/pbmc.html
deleted file mode 100644
index e81fbe15..00000000
--- a/docs/reference/pbmc.html
+++ /dev/null
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-<!DOCTYPE html>
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-      <img src="../logo.svg" class="logo" alt=""><h1>PBMC3K single cell RNA sequencing data</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino_development/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
-      <div class="d-none name"><code>pbmc.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A small example single cell data set from 10x genomcs</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="va">pbmc</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    
-<div class="section">
-<h3 id="pbmc"><code>pbmc</code><a class="anchor" aria-label="anchor" href="#pbmc"></a></h3>
-
-
-<p>A Seurat object that has been through preliminary analysis, including normalization, scaling, PCA, UMAP, clustering, and cluster annotation</p>
-</div>
-
-    </div>
-    <div class="section level2">
-    <h2 id="source">Source<a class="anchor" aria-label="anchor" href="#source"></a></h2>
-    <p><a href="https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz" class="external-link">https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz</a></p>
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diff --git a/docs/reference/pbmc_dom.html b/docs/reference/pbmc_dom.html
deleted file mode 100644
index 23074ce4..00000000
--- a/docs/reference/pbmc_dom.html
+++ /dev/null
@@ -1,111 +0,0 @@
-<!DOCTYPE html>
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-including normalization, scaling, PCA, UMAP, clustering, and cluster annotation and then used in an example
-domino2 analysis."><title>Example domino object from pbmc3k data — pbmc_dom • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Example domino object from pbmc3k data — pbmc_dom"><meta property="og:description" content="A small example single cell data set from 10x Genomics that has been through preliminary analysis,
-including normalization, scaling, PCA, UMAP, clustering, and cluster annotation and then used in an example
-domino2 analysis."><meta property="og:image" content="/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Example domino object from pbmc3k data</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino_development/blob/HEAD/R/data.R" class="external-link"><code>R/data.R</code></a></small>
-      <div class="d-none name"><code>pbmc_dom.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A small example single cell data set from 10x Genomics that has been through preliminary analysis,
-including normalization, scaling, PCA, UMAP, clustering, and cluster annotation and then used in an example
-domino2 analysis.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">pbmc_dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="format">Format<a class="anchor" aria-label="anchor" href="#format"></a></h2>
-    
-<div class="section">
-<h3 id="pbmc-dom"><code>pbmc_dom</code><a class="anchor" aria-label="anchor" href="#pbmc-dom"></a></h3>
-
-
-<p>A domino object based on the 10x Genomics pbmc3k data set that serves as an example in tutorials
-and can also be used to explore the object structure and functionality.</p>
-</div>
-
-    </div>
-
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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diff --git a/docs/reference/plot_differential_linkages.html b/docs/reference/plot_differential_linkages.html
deleted file mode 100644
index b24d54ab..00000000
--- a/docs/reference/plot_differential_linkages.html
+++ /dev/null
@@ -1,140 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Plot differential linkages among domino results ranked by a comparative statistic"><title>Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages"><meta property="og:description" content="Plot differential linkages among domino results ranked by a comparative statistic"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Plot differential linkages among domino results ranked by a comparative statistic</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>plot_differential_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Plot differential linkages among domino results ranked by a comparative statistic</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">plot_differential_linkages</span><span class="op">(</span></span>
-<span>  <span class="va">differential_linkages</span>,</span>
-<span>  <span class="va">test_statistic</span>,</span>
-<span>  stat_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span><span class="op">)</span>,</span>
-<span>  stat_ranking <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ascending"</span>, <span class="st">"descending"</span><span class="op">)</span>,</span>
-<span>  group_palette <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>differential_linkages</dt>
-<dd><p>a data.frame output from the test_differential_linkages function</p></dd>
-
-
-<dt>test_statistic</dt>
-<dd><p>column name of differential_linkages where the test statistic used for ranking linkages is stored (ex. 'p.value')</p></dd>
-
-
-<dt>stat_range</dt>
-<dd><p>a two value vector of the minimum and maximum values of test_statistic for plotting linkage features</p></dd>
-
-
-<dt>stat_ranking</dt>
-<dd><p>'ascending' (lowest value of test statisic is colored red and plotted at the top) or 'descending' (highest value of test statistic is colored red and plotted at the top).</p></dd>
-
-
-<dt>group_palette</dt>
-<dd><p>a named vector of colors to use for each group being compared</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap-class object of features ranked by test_statistic annotated with the proportion of subjects that showed active linkage of the features.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="fu">plot_differential_linkages</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    differential_linkages <span class="op">=</span> <span class="va">diff_linkages_tiny</span>,</span></span>
-<span class="r-in"><span>    test_statistic <span class="op">=</span> <span class="st">"p.value"</span>,</span></span>
-<span class="r-in"><span>    stat_ranking <span class="op">=</span> <span class="st">"ascending"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/print-domino-method.html b/docs/reference/print-domino-method.html
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--- a/docs/reference/print-domino-method.html
+++ /dev/null
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-      <img src="../logo.svg" class="logo" alt=""><h1>Print domino object</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>print-domino-method.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Prints a summary of a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for domino</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>x</dt>
-<dd><p>Domino object</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a printed description of the number of cell clusters in the object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/reference/rename_clusters.html b/docs/reference/rename_clusters.html
deleted file mode 100644
index 8d33bb00..00000000
--- a/docs/reference/rename_clusters.html
+++ /dev/null
@@ -1,138 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
-network."><title>Renames clusters in a domino object — rename_clusters • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Renames clusters in a domino object — rename_clusters"><meta property="og:description" content="This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
-network."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Renames clusters in a domino object</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
-      <div class="d-none name"><code>rename_clusters.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for <code><a href="build_domino.html">build_domino()</a></code>, which will calculate a signaling
-network.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">rename_clusters</span><span class="op">(</span><span class="va">dom</span>, <span class="va">clust_conv</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object to rename clusters in</p></dd>
-
-
-<dt>clust_conv</dt>
-<dd><p>Named vector of conversions from old to new clusters. Values are taken as new clusters IDs and names as old cluster IDs.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A domino object with clusters renamed in all applicable slots.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">new_clust</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span></span>
-<span class="r-in"><span>    <span class="st">"CD8_T_cell"</span> <span class="op">=</span> <span class="st">"CD8+ T Cells"</span>,</span></span>
-<span class="r-in"><span>    <span class="st">"CD14_monocyte"</span> <span class="op">=</span> <span class="st">"CD14+ Monocytes"</span>, <span class="st">"B_cell"</span> <span class="op">=</span> <span class="st">"B Cells"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">pbmc_dom_built_tiny</span> <span class="op">&lt;-</span> <span class="fu">rename_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="va">new_clust</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/show-domino-method.html b/docs/reference/show-domino-method.html
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-      <img src="../logo.svg" class="logo" alt=""><h1>Show domino object information</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>show-domino-method.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Shows content overview of domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for domino</span></span>
-<span><span class="fu">show</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>object</dt>
-<dd><p>Domino object</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a printed description of the number of cells in a domino object and its build status</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="fu">show</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/reference/signaling_heatmap-1.png b/docs/reference/signaling_heatmap-1.png
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diff --git a/docs/reference/signaling_heatmap.html b/docs/reference/signaling_heatmap.html
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+++ /dev/null
@@ -1,155 +0,0 @@
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a network heatmap</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>signaling_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of the signaling network. Alternatively, the network
-matrix can be accessed directly in the signaling slot of a domino object.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">signaling_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>clusts</dt>
-<dd><p>Vector of clusters to be included. If NULL then all clusters are used.</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum signaling threshold for plotting. Defaults to -Inf for no threshold.</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum signaling threshold for plotting. Defaults to Inf for no threshold.</p></dd>
-
-
-<dt>scale</dt>
-<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, or 'log' for log10.</p></dd>
-
-
-<dt>normalize</dt>
-<dd><p>Options to normalize the matrix. Normalization is done after thresholding and scaling. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co"># scale</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_heatmap-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co"># normalize</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_heatmap-3.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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diff --git a/docs/reference/signaling_network-1.png b/docs/reference/signaling_network-1.png
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diff --git a/docs/reference/signaling_network.html b/docs/reference/signaling_network.html
deleted file mode 100644
index 115556f3..00000000
--- a/docs/reference/signaling_network.html
+++ /dev/null
@@ -1,200 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a network diagram of signaling between clusters. Nodes are clusters
-and directed edges indicate signaling from one cluster to another. Edges are
-colored based on the color scheme of the ligand expressing cluster."><title>Create a cluster to cluster signaling network diagram — signaling_network • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a cluster to cluster signaling network diagram — signaling_network"><meta property="og:description" content="Creates a network diagram of signaling between clusters. Nodes are clusters
-and directed edges indicate signaling from one cluster to another. Edges are
-colored based on the color scheme of the ligand expressing cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a cluster to cluster signaling network diagram</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>signaling_network.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a network diagram of signaling between clusters. Nodes are clusters
-and directed edges indicate signaling from one cluster to another. Edges are
-colored based on the color scheme of the ligand expressing cluster.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">signaling_network</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  edge_weight <span class="op">=</span> <span class="fl">0.3</span>,</span>
-<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  showOutgoingSignalingClusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  showIncomingSignalingClusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  scale <span class="op">=</span> <span class="st">"sq"</span>,</span>
-<span>  layout <span class="op">=</span> <span class="st">"circle"</span>,</span>
-<span>  scale_by <span class="op">=</span> <span class="st">"rec_sig"</span>,</span>
-<span>  vert_scale <span class="op">=</span> <span class="fl">3</span>,</span>
-<span>  plot_title <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>cols</dt>
-<dd><p>Named vector indicating the colors for clusters. Values are colors and names must match clusters in the domino object. If left as NULL then ggplot colors are generated for the clusters.</p></dd>
-
-
-<dt>edge_weight</dt>
-<dd><p>Weight for determining thickness of edges on plot. Signaling values are multiplied by this value.</p></dd>
-
-
-<dt>clusts</dt>
-<dd><p>Vector of clusters to be included in the network plot.</p></dd>
-
-
-<dt>showOutgoingSignalingClusts</dt>
-<dd><p>Vector of clusters to plot the outgoing signaling from</p></dd>
-
-
-<dt>showIncomingSignalingClusts</dt>
-<dd><p>Vector of clusters to plot the incoming signaling on</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum signaling threshold. Values lower than the threshold will be set to the threshold. Defaults to -Inf for no threshold.</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum signaling threshold for plotting. Values higher than the threshold will be set to the threshold. Defaults to Inf for no threshold.</p></dd>
-
-
-<dt>normalize</dt>
-<dd><p>Options to normalize the signaling matrix. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
-
-
-<dt>scale</dt>
-<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, 'log' for log10, or 'sq' for square.</p></dd>
-
-
-<dt>layout</dt>
-<dd><p>Type of layout to use. Options are 'random', 'sphere', 'circle', 'fr' for Fruchterman-Reingold force directed layout, and 'kk' for Kamada Kawai for directed layout.</p></dd>
-
-
-<dt>scale_by</dt>
-<dd><p>How to size vertices. Options are 'lig_sig' for summed outgoing signaling, 'rec_sig' for summed incoming signaling, and 'none'. In the former two cases the values are scaled with asinh after summing all incoming or outgoing signaling.</p></dd>
-
-
-<dt>vert_scale</dt>
-<dd><p>Integer used to scale size of vertices with or without variable scaling from size_verts_by.</p></dd>
-
-
-<dt>plot_title</dt>
-<dd><p>Text for the plot's title.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to be passed to plot when used with an <code>{igraph}</code> object.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>an igraph rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_network</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_network-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co"># scaling, thresholds, layouts, selecting clusters</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_network</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>,</span></span>
-<span class="r-in"><span>    showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span></span>
-<span class="r-in"><span>    scale <span class="op">=</span> <span class="st">"none"</span>, norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>,</span></span>
-<span class="r-in"><span>    vert_scale <span class="op">=</span> <span class="fl">5</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_network-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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diff --git a/docs/reference/summarize_linkages.html b/docs/reference/summarize_linkages.html
deleted file mode 100644
index 2247bc88..00000000
--- a/docs/reference/summarize_linkages.html
+++ /dev/null
@@ -1,127 +0,0 @@
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-      <img src="../logo.svg" class="logo" alt=""><h1>Summarize linkages from multiple domino objects</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
-      <div class="d-none name"><code>summarize_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">summarize_linkages</span><span class="op">(</span><span class="va">domino_results</span>, <span class="va">subject_meta</span>, subject_names <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>domino_results</dt>
-<dd><p>list of domino result with one domino object per subject. Names from the list must match subject_names.</p></dd>
-
-
-<dt>subject_meta</dt>
-<dd><p>dataframe that includes the subject features by which the objects could be grouped. The first column should must be subject names</p></dd>
-
-
-<dt>subject_names</dt>
-<dd><p>vector of subject names in domino_results. If NULL, defaults to first column of subject_meta.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A linkage summary class object consisting of nested lists of the active transcription factors, active receptors, and incoming ligands for each cluster across multiple domino results.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="va">meta_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="st">"ID"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"P1"</span>, <span class="st">"P2"</span><span class="op">)</span>, <span class="st">"group"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"A"</span>, <span class="st">"B"</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">dom_ls</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"P1"</span> <span class="op">=</span> <span class="va">dom1</span>, <span class="st">"P2"</span> <span class="op">=</span> <span class="va">dom2</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="fu">summarize_linkages</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    domino_results <span class="op">=</span> <span class="va">dom_ls</span>, subject_meta <span class="op">=</span> <span class="va">meta_df</span>,</span></span>
-<span class="r-in"><span>    subject_names <span class="op">=</span> <span class="va">meta_df</span><span class="op">$</span><span class="va">ID</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/docs/reference/table_convert_genes.html b/docs/reference/table_convert_genes.html
deleted file mode 100644
index dc42ffdd..00000000
--- a/docs/reference/table_convert_genes.html
+++ /dev/null
@@ -1,125 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Takes a vector of gene inputs and a conversion table
-and returns a
-converted gene table"><title>Convert Genes Using Table — table_convert_genes • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Convert Genes Using Table — table_convert_genes"><meta property="og:description" content="Takes a vector of gene inputs and a conversion table
-and returns a
-converted gene table"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Convert Genes Using Table</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
-      <div class="d-none name"><code>table_convert_genes.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Takes a vector of gene inputs and a conversion table
-and returns a
-converted gene table</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">table_convert_genes</span><span class="op">(</span><span class="va">genes</span>, <span class="va">from</span>, <span class="va">to</span>, <span class="va">conversion_table</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>genes</dt>
-<dd><p>The genes to convert.</p></dd>
-
-
-<dt>from</dt>
-<dd><p>Gene symbol type of the input (ENSG, ENSMUSG, HGNC, MGI)</p></dd>
-
-
-<dt>to</dt>
-<dd><p>Desired gene symbol type for the output (HGNC, MGI)</p></dd>
-
-
-<dt>conversion_table</dt>
-<dd><p>A data.frame with column names corresponding to gene symbol types (mm.ens, hs.ens, mgi, hgnc)
-and rows corresponding to the gene symbols themselves</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>Data frame of genes with original and corresponding converted symbols</p>
-    </div>
-
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/reference/test_differential_linkages.html b/docs/reference/test_differential_linkages.html
deleted file mode 100644
index 5fdfb59b..00000000
--- a/docs/reference/test_differential_linkages.html
+++ /dev/null
@@ -1,154 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Statistical test for differential linkages across multiple domino results"><title>Statistical test for differential linkages across multiple domino results — test_differential_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.2.2/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.2.2/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Statistical test for differential linkages across multiple domino results — test_differential_linkages"><meta property="og:description" content="Statistical test for differential linkages across multiple domino results"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Statistical test for differential linkages across multiple domino results</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
-      <div class="d-none name"><code>test_differential_linkages.Rd</code></div>
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-    <div class="ref-description section level2">
-    <p>Statistical test for differential linkages across multiple domino results</p>
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-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">test_differential_linkages</span><span class="op">(</span></span>
-<span>  <span class="va">linkage_summary</span>,</span>
-<span>  <span class="va">cluster</span>,</span>
-<span>  <span class="va">group.by</span>,</span>
-<span>  linkage <span class="op">=</span> <span class="st">"rec_lig"</span>,</span>
-<span>  subject_names <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  test_name <span class="op">=</span> <span class="st">"fishers.exact"</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>linkage_summary</dt>
-<dd><p>a linkage_summary object</p></dd>
-
-
-<dt>cluster</dt>
-<dd><p>the name of the cell cluster being compared across multiple domino results</p></dd>
-
-
-<dt>group.by</dt>
-<dd><p>the name of the column in linkage_summary\@subject_meta by which to group subjects for counting.</p></dd>
-
-
-<dt>linkage</dt>
-<dd><p>a stored linkage from the domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig')</p></dd>
-
-
-<dt>subject_names</dt>
-<dd><p>a vector of subject_names from the linkage_summary to be compared. If NULL, all subject_names in the linkage summary are included in counting.</p></dd>
-
-
-<dt>test_name</dt>
-<dd><p>the statistical test used for comparison.</p><ul><li><p>'fishers.exact' : Fisher's exact test for the dependence of the proportion of subjects with an active linkage in the cluster on which group the subject belongs to in the group.by variable. Provides an odds ratio, p-value, and a Benjamini-Hochberg FDR-adjusted p-value (p.adj) for each linkage tested.</p></li>
-</ul></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a data frame of results from the test of the differential linkages. Rows correspond to each linkage tested. Columns correspond to:</p><ul><li><p>'cluster' : the name of the cell cluster being compared</p></li>
-<li><p>'linkage' : the type of linkage being compared</p></li>
-<li><p>'group.by' : the grouping variable</p></li>
-<li><p>'test_name' : the test used for comparison</p></li>
-<li><p>'feature' : individual linkages compared</p></li>
-<li><p>'test statistics' : test statistics provided are based on test method. 'fishers.exact' provides a odds ratio, p-value, and fdr-adjusted p-value.</p></li>
-<li><p>'total_count' : total number of subjects where the linkage is active</p></li>
-<li><p>'X_count' : number of subjects in each category of group.by (X) where the linkage is active</p></li>
-<li><p>'total_n' : number of total subjects compared</p></li>
-<li><p>'X_n' : total number of subjects in each category of group.by (X)</p></li>
-</ul></div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="fu">test_differential_linkages</span><span class="op">(</span></span></span>
-<span class="r-in"><span>    linkage_summary <span class="op">=</span> <span class="va">linkage_ls</span>, cluster <span class="op">=</span> <span class="st">"CD8_T_cell"</span>,</span></span>
-<span class="r-in"><span>    group.by <span class="op">=</span> <span class="st">"group"</span>, linkage <span class="op">=</span> <span class="st">"rec_lig"</span>, test_name <span class="op">=</span> <span class="st">"fishers.exact"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/docs/search.json b/docs/search.json
deleted file mode 100644
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--- a/docs/search.json
+++ /dev/null
@@ -1 +0,0 @@
-[{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"data-preparation","dir":"Articles","previous_headings":"","what":"Data preparation","title":"Get Started with domino2","text":"Analysis cell-cell communication domino2 often follows initial processing annotation scRNAseq data. used Satija Lab’s Guided Clustering Tutorial prepare data set analysis domino2. complete processing script available data-raw directory domino2 package. processed data can downloaded Zenodo.","code":"pbmc <- readRDS(paste0(pbmc_dir, \"/pbmc_seurat.rds\"))"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"preparing-preprocessed-data","dir":"Articles","previous_headings":"Data preparation","what":"Preparing Preprocessed Data:","title":"Get Started with domino2","text":"domino2 designed compatible Seurat objects addition accepting matrices vectors data set function inputs. However, pySCENIC used TF activation inference, requires input cell gene matrix. opposite orientation Seurat objects default Python based tools scanpy. RNA counts matrix can saved tab-seperated value (.tsv) comma-sperated value (.csv) file transposing matrix cell gene orientation. tsv csv files inefficient storing large matrices. alternative, counts matrix can saved loom file directly passed pySCENIC format. Generating loom file R requires use loomR package. package automatically handles transposition counts matrix cell gene orientation well. recommend approach passing counts matrix pySCENIC. However, users aware loomR hosted CRAN BioConductor time vignette’s creation.","code":"pbmc_counts <- GetAssayData(object = pbmc, slot = \"counts\") write.table(t(as.matrix(pbmc_counts)), paste0(input_dir, \"/pbmc3k_counts.tsv\"), sep = \"\\t\",     col.names = NA) library(loomR)  # save loom counts matrix pbmc_counts <- GetAssayData(object = pbmc, slot = \"counts\") pbmc_loom <- loomR::create(filename = paste0(input_dir, \"/pbmc3k_counts.loom\"), data = pbmc_counts) # connection to the loom file must be closed to complete file creation pbmc_loom$close_all()"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"installation","dir":"Articles","previous_headings":"","what":"Installation","title":"Get Started with domino2","text":"Installation domino2 Github can achieved using remotes package. current stable version v0.2.2, install version.","code":"# if(!require(remotes)){ install.packages('remotes') } # remotes::install_github('FertigLab/domino2@v0.2.2')"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"additional-downloads","dir":"Articles","previous_headings":"Installation","what":"Additional Downloads","title":"Get Started with domino2","text":"tutorial, pySCENIC used method TF activity inference, assessment ligand-receptor interactions based curated interactions CellPhoneDB v4.0.0. requires downloading files prior use analysis pipeline.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"downloads-for-scenic","dir":"Articles","previous_headings":"Installation > Additional Downloads","what":"Downloads for SCENIC:","title":"Get Started with domino2","text":"singularity image SCENIC v0.12.1 can installed DockerHub image source (example scripts use Docker provided scenic_bash directory well). SCENIC requires list TFs, motif annotations, cisTarget motifs available authors SCENIC human (HGNC), mouse (MGI), fly. following download everything necessary analysis data set HGNC gene labels hg38 genome.","code":"SCENIC_DIR=\"'temp_dir'/scenic\" mkdir ${SCENIC_DIR}  # Build singularity image singularity build \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" docker://aertslab/pyscenic:0.12.1  # Matrix containing motifs as rows and genes as columns and ranking position for each gene and motif (based on CRM scores) as values. URLs provided link to v2 feather files required for the 0.12.1 version of pySENIC.  curl \"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather\" \\   -o \"${SCENIC_DIR}/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather\"  curl \"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather\" \\   -o \"${SCENIC_DIR}/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather\"  # List of genes encoding TFs in the HG38 reference genome curl \"https://resources.aertslab.org/cistarget/tf_lists/allTFs_hg38.txt\" \\   -o \"${SCENIC_DIR}/allTFs_hg38.txt\"  # Motif annotations based on the 2017 cisTarget motif collection. Use these files if you are using the mc9nr databases. curl \"https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl\" \\   -o \"${SCENIC_DIR}/motifs-v9-nr.hgnc-m0.001-o0.0.tbl\""},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"downloads-for-cellphonedb","dir":"Articles","previous_headings":"Installation > Additional Downloads","what":"Downloads for CellPhoneDB:","title":"Get Started with domino2","text":"Database files CellPhoneDB v4.0.0 human scRNAseq data can installed public Github repository Tiechmann Group developed CellPhoneDB.","code":"# cellphone_url <- \"https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz\"  # download compressed database cellphone_tar <- paste0(temp_dir, \"/cellphoneDB_v4.tar.gz\") download.file(url = cellphone_url, destfile = cellphone_tar)  # move contents of the compressed file to a new directory untar(tarfile = cellphone_tar, exdir = cellphone_dir) cellphone_data <- paste0(cellphone_dir, \"/cellphonedb-data-4.0.0/data\")"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"scenic-analysis","dir":"Articles","previous_headings":"","what":"SCENIC Analysis","title":"Get Started with domino2","text":"SCENIC lab’s preferred software TF activity scoring. recommend using Python implementation (pySCENIC) faster original R implementation. aware, use SCENIC often slowest memory intensive step analysis pipeline. SCENIC run computing resources access multi-core processing large amounts memory. described section saving preprocessed data, SCENIC requires RNA counts provided cell gene matrix format, using pbmc3k_counts.loom file stage analysis. pySCENIC initiated using bash scripting terminal. analysis consists 3 steps score genes TF motif enrichment, construct TF regulons consisting genes targeted TFs, arrive AUC scores enrichment regulon gene transcription within cell.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"grn-construct-tf-modules","dir":"Articles","previous_headings":"SCENIC Analysis","what":"grn: construct TF-modules","title":"Get Started with domino2","text":"Co-expression modules used quantify gene-TF adjacencies.","code":"singularity exec \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" pyscenic grn \\     \"pbmc3k_counts.loom\" \\     \"${SCENIC_DIR}/allTFs_hg38.txt\" \\     -o \"${SCENIC_DIR}/pbmc_adj_3k.tsv\" \\     --num_workers 6 \\     --seed 123  # Arguments:     # path to the loom file     # list of TFs     # output directory for the adjacency matrix     # number of CPUs to use if multi-core processing is available     # specify a random seed for reproducibility"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment","dir":"Articles","previous_headings":"SCENIC Analysis","what":"ctx: construct TF regulons with pruning based on TF motif enrichment","title":"Get Started with domino2","text":"rankings genes based enrichment TF motifs transcription start site (TSS) considered construction regulons, target genes TF-modules removed lack motifs proximal TSS TF may bind.","code":"singularity exec \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" pyscenic ctx \\     \"${SCENIC_DIR}/pbmc_adj.tsv\" \\     \"${SCENIC_DIR}/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather\" \\     \"${SCENIC_DIR}/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather\" \\     --annotations_fname \"${SCENIC_DIR}/motifs-v9-nr.hgnc-m0.001-o0.0.tbl\" \\     --expression_mtx_fname \"pbmc3k_counts.loom\" \\     --mode \"dask_multiprocessing\" \\     --output \"${SCENIC_DIR}/regulons_pbmc_3k.csv\" \\     --num_workers 1                                                            # Arguments:     # adjacency matrix output from grn     # target rankings of motif enrichment within 10 kb of TSS     # target rankings of motif enrichment within 500 bp upstream and 100 bp downstream of TSS     # TF motif features     # counts matrix loom file     # enable multi-core processing     # output file of learned TF regulons     # number of CPU cores"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"aucell-calculate-tf-activity-scores","dir":"Articles","previous_headings":"SCENIC Analysis","what":"aucell: calculate TF activity scores","title":"Get Started with domino2","text":"Enrichment regulon measured Area recovery Curve (AUC) genes define regulon.","code":"singularity exec \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" pyscenic aucell \\     \"pbmc3k_counts.loom\" \\     \"${SCENIC_DIR}/regulons_pbmc_3k.csv\" \\     -o \"${SCENIC_DIR}/auc_pbmc_3k.csv\"      # Arguments:     # counts matrix loom file     # regulon table output from ctx     # cell x TF matrix of TF enrichment AUC values"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"loading-scenic-results","dir":"Articles","previous_headings":"Building a Signaling Network with domino2","what":"Loading SCENIC Results","title":"Get Started with domino2","text":"TF activities required input domino2, regulons learned SCENIC important optional input needed annotate TF-target interactions prune TF-receptor linkages receptor target TF. prevents distinction receptor expression driving TF activity TF inducing receptor’s expression. initial regulons data frame read R ctx function 2 rows column names need replaced one succinct description. domino2 changed input format TF regulons list storing vectors target genes regulon, names list TF genes. facilitates use alternative methods TF activity quantification. provide helper function, create_regulon_list_scenic() easy retrieval TF regulons output pySCENIC ctx function. Users aware AUC matrix SCENIC loaded cell x TF orientation transposed TF x cell orientation. pySCENIC also appends “(+)” TF names converted “…” upon loading R. characters can included without affecting results domino2 analysis, can confusing querying TF features data. recommend comprehensive removal “…” characters using gsub() function.","code":"regulons <- read.csv(paste0(scenic_dir, \"/regulons_pbmc_3k.csv\")) auc <- read.table(paste0(scenic_dir, \"/auc_pbmc_3k.csv\"), header = TRUE, row.names = 1,     stringsAsFactors = FALSE, sep = \",\") regulons <- regulons[-1:-2, ] colnames(regulons) <- c(\"TF\", \"MotifID\", \"AUC\", \"NES\", \"MotifSimilarityQvalue\", \"OrthologousIdentity\",     \"Annotation\", \"Context\", \"TargetGenes\", \"RankAtMax\") regulon_list <- create_regulon_list_scenic(regulons = regulons) auc_in <- as.data.frame(t(auc)) # Remove pattern '...' from the end of all rownames: rownames(auc_in) <- gsub(\"\\\\.\\\\.\\\\.$\", \"\", rownames(auc_in))"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"load-cellphonedb-database","dir":"Articles","previous_headings":"Building a Signaling Network with domino2","what":"Load CellPhoneDB Database","title":"Get Started with domino2","text":"domino2 updated read ligand-receptor data bases uniform data.frame format referred receptor-ligand map (rl_map) enable use alternative updated reference databases opposed particular version CellPhoneDB’s database older versions Domino. row corresponds ligand-receptor interaction. Genes participating interaction referred “partner ” “partner B” without requirement fixed ordering whether B ligand vice versa. minimum required columns data frame : int_pair: names interacting ligand receptor separated \" & \" gene_A: gene genes encoding partner gene_B: gene genes encoding partner B type_A: (“L”, “R”) - indicates whether partner ligand (“L”) receptor (“R”) type_B: (“L”, “R”) - indicates whether partner B ligand (“L”) receptor (“R”) Additional annotation columns can provided name_A name_B ligands receptors whose name interaction database match names encoding genes. formatting also allows consideration ligand receptor complexes comprised heteromeric combination multiple proteins must co-expressed function. cases, “name_*” column shows name protein complex, “gene_*” column shows names genes encoding components complex separated commas “,”. plotting results build domino object, names interacting ligands receptors used based combinatorial expression complex components. facilitate use formatting CellPhoneDB database, include helper function, create_rl_map_cellphonedb(), automatically parses files cellPhoneDB database arrive rl_map format.","code":"complexes <- read.csv(paste0(cellphone_dir, \"/cellphonedb-data-4.0.0/data/complex_input.csv\"),     stringsAsFactors = FALSE) genes <- read.csv(paste0(cellphone_dir, \"/cellphonedb-data-4.0.0/data/gene_input.csv\"),     stringsAsFactors = FALSE) interactions <- read.csv(paste0(cellphone_dir, \"/cellphonedb-data-4.0.0/data/interaction_input.csv\"),     stringsAsFactors = FALSE) proteins <- read.csv(paste0(cellphone_dir, \"/cellphonedb-data-4.0.0/data/protein_input.csv\"),     stringsAsFactors = FALSE)  rl_map <- create_rl_map_cellphonedb(genes = genes, proteins = proteins, interactions = interactions,     complexes = complexes, database_name = \"CellPhoneDB_v4.0\"  # database version used )  knitr::kable(head(rl_map))"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"optional-adding-interactions-manually","dir":"Articles","previous_headings":"Building a Signaling Network with domino2 > Load CellPhoneDB Database","what":"Optional: Adding interactions manually","title":"Get Started with domino2","text":"change use rl_map formatting also enables users manually append interactions interest included interaction database need . can attained formatting desired interactions data.frame column headers rl_map using rbind() function.","code":"# Integrin complexes are not annotated as receptors in CellPhoneDB_v4.0 # collagen-integrin interactions between cells may be missed unless tables from # the CellPhoneDB reference are edited or the interactions are manually added  col_int_df <- data.frame(int_pair = \"a11b1 complex & COLA1_HUMAN\", name_A = \"a11b1 complex\",     uniprot_A = \"P05556,Q9UKX5\", gene_A = \"ITB1,ITA11\", type_A = \"R\", name_B = \"COLA1_HUMAN\",     uniprot_B = \"P02452,P08123\", gene_B = \"COL1A1,COL1A2\", type_B = \"L\", annotation_strategy = \"manual\",     source = \"manual\", database_name = \"manual\") rl_map_append <- rbind(col_int_df, rl_map) knitr::kable(head(rl_map_append))"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"creating-the-domino-object","dir":"Articles","previous_headings":"","what":"Creating the Domino Object","title":"Get Started with domino2","text":"domino2 analysis takes place two steps. create_domino() initializes domino result object assesses differential TF activity across cell clusters wilcoxon rank-sum test establishes TF-receptor linkages based Spearman correlation TF activities receptor expression across queried data set. build_domino() sets parameters TFs receptors called active within cell cluster aggregates scaled expression ligands capable interacting active receptors assessment ligand type cellular source triggering activation receptor.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"required-inputs-from-data-set","dir":"Articles","previous_headings":"Creating the Domino Object","what":"Required inputs from data set","title":"Get Started with domino2","text":"domino2 infers active receipt signals via receptors based correlation receptor’s expression TF activity across data set differential activity TF within cell cluster. Correlations conducted using scaled expression values rather raw counts normalized counts. assessment receptor activity per cell type basis, named vector cell cluster assignments, names cell barcodes matching expression matrix, provided. Assessing signaling based categorical groupings cells can achieved passing groupings “clusters” build_domino() place cell types. domino2 accepts either Seurat object counts, scaled counts, clusters included, requires matrix counts, matrix scaled counts, named vector cell cluster labels factors. Shown extract elements Seurat object. Note: Ligand receptor expression can assessed genes included z_scores matrix. Many scRNAseq analysis pipelines recommend storing genes high variance scaled expression slots data objects, thereby missing many genes encoding ligands receptors. Ensure genes interest included rows z_scores matrix. Scaled expression calculated genes PBMC data set removal genes expressed less 3 cells.","code":"counts <- GetAssayData(object = pbmc, slot = \"counts\") z_scores <- as.matrix(GetAssayData(object = pbmc, slot = \"scale.data\")) clusters <- pbmc$cell_type"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"create-domino-object","dir":"Articles","previous_headings":"Creating the Domino Object","what":"Create Domino object","title":"Get Started with domino2","text":"point, create_domino() function can used make object. Parameters note include “use_clusters” required assess signaling cell types rather linkage TFs receptors broadly across data set. “use_complexes” decides receptors function heteromeric complexes considered testing linkages TFs receptors. TRUE, receptor complex linked TF majority component genes meet Spearman correlation threshold. “remove_rec_dropout” decides whether receptor values 0 considered correlation calculations; measure intended reduce effect dropout receptors low expression. run create_domino() matrix vector inputs: results equivalent using Seurat object directly. Note inclusion matrix inputs Seurat object prioritize Seurat object. information stored domino object access , please see vignette structure domino objects.","code":"pbmc_dom <- create_domino(rl_map = rl_map, features = auc_in, counts = counts, z_scores = z_scores,     clusters = clusters, tf_targets = regulon_list, use_clusters = TRUE, use_complexes = TRUE,     remove_rec_dropout = FALSE) # rl_map: receptor-ligand map data frame features: TF scores (AUC matrix) # counts: counts matrix z_scores: scaled expression data clusters: named vector # of cell cluster assignments tf_targets: list of TFs and their regulons # use_clusters: assess receptor activation and ligand expression on a # per-cluster basis use_complexes: include receptors and genes that function as # a complex in results remove_rec_dropout: whether to remove zeroes from # correlation calculations pbmc_dom <- create_domino(rl_map = rl_map, features = auc_in, ser = pbmc, tf_targets = regulon_list,     use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"build-domino","dir":"Articles","previous_headings":"Creating the Domino Object","what":"Build Domino","title":"Get Started with domino2","text":"build_domino() finalizes construction domino object setting parameters identifying TFs differential activation clusters, receptor linkage TFs based magnitude positive correlation, minimum percentage cells within cluster expression receptor receptor called active. also options thresholds number TFs may called active cluster number receptors may linked one TF. thresholds n TFs m receptors, bottom n TFs lowest p-values wilcoxon rank sum test top m receptors Spearman correlation coefficient chosen. thresholds number receptors TFs can sent infinity (Inf) collect receptors TFs meet statistical significance thresholds.","code":"pbmc_dom <- build_domino(dom = pbmc_dom, min_tf_pval = 0.001, max_tf_per_clust = 25,     max_rec_per_tf = 25, rec_tf_cor_threshold = 0.25, min_rec_percentage = 0.1) # min_tf_pval: Threshold for p-value of DE for TFs rec_tf_cor_threshold: # Minimum correlation between receptor and TF min_rec_percentage: Minimum # percent of cells that must express receptor pbmc_dom_all <- build_domino(dom = pbmc_dom, min_tf_pval = 0.001, max_tf_per_clust = Inf,     max_rec_per_tf = Inf, rec_tf_cor_threshold = 0.25, min_rec_percentage = 0.1)"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"visualization-of-domino-results","dir":"Articles","previous_headings":"","what":"Visualization of Domino Results","title":"Get Started with domino2","text":"Multiple functions available visualize intracellular networks receptors TFs ligand-receptor mediated intercellular networks cell types.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"summarize-tf-activity-and-linkage","dir":"Articles","previous_headings":"Visualization of Domino Results","what":"Summarize TF Activity and Linkage","title":"Get Started with domino2","text":"Enrichment TF activities cell types can visualized feat_heatmap() plots data set-wide TF activity scores heatmap.","code":"feat_heatmap(pbmc_dom, norm = TRUE, bool = FALSE, use_raster = FALSE, row_names_gp = grid::gpar(fontsize = 4))"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"cumulative-signaling-between-cell-types","dir":"Articles","previous_headings":"Visualization of Domino Results","what":"Cumulative signaling between cell types","title":"Get Started with domino2","text":"cumulative degree signaling clusters assessed sum scaled expression ligands targeting active receptors another cluster. can visualized graph format using signaling_network() function. Nodes represent cell cluster edges scale magnitude signaling clusters. color edge corresponds sender cluster signal.  Signaling networks can also drawn edges rendering signals directed towards given cell type signals one cell type directed others. see options use, well plotting functions options, please see plotting vignette.","code":"signaling_network(pbmc_dom, edge_weight = 0.5, max_thresh = 3)"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"specific-signaling-interactions-between-clusters","dir":"Articles","previous_headings":"Visualization of Domino Results","what":"Specific Signaling Interactions between Clusters","title":"Get Started with domino2","text":"Beyond aggregated degree signaling cell types, degrees signaling specific ligand-receptor interactions can assessed. gene_network() provides graph linkages active TFs cluster, linked receptors cluster, possible ligands active receptors.  New domino2, gene_network() can used two clusters determine possible ligands given receptor expressed putative outgoing signaling cluster.  comprehensive assessment ligand expression targeting active receptors given cluster can assessed incoming_signaling_heatmap().  Another form comprehensive ligand expression assessment available individual active receptors form circos plots new domino2. outer arcs correspond clusters domino object inner arcs representing possible ligand plotted receptor. Arcs drawn ligands cell type receptor ligand expressed specified threshold. Arc widths correspond mean express ligand cluster widest arc width scaling maximum expression ligand within data.","code":"gene_network(pbmc_dom, clust = \"dendritic_cell\", layout = \"grid\") gene_network(pbmc_dom, clust = \"dendritic_cell\", OutgoingSignalingClust = \"CD14_monocyte\",     layout = \"grid\") incoming_signaling_heatmap(pbmc_dom, rec_clust = \"dendritic_cell\", max_thresh = 2.5,     use_raster = FALSE) circos_ligand_receptor(pbmc_dom, receptor = \"CD74\")"},{"path":"https://FertigLab.github.io/domino2/articles/domino2.html","id":"continued-development","dir":"Articles","previous_headings":"","what":"Continued Development","title":"Get Started with domino2","text":"Since domino2 package still developed, new functions features implemented future versions. meantime, put together information plotting domino object structure like explore package’s functionality. Additionally, find bugs, questions, want share idea, please let us know . Vignette Build Information Date last built session information:","code":"Sys.Date() #> [1] \"2023-12-20\" sessionInfo() #> R version 4.2.1 (2022-06-23) #> Platform: x86_64-pc-linux-gnu (64-bit) #> Running under: Ubuntu 22.04.3 LTS #>  #> Matrix products: default #> BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0 #> LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0 #>  #> locale: #>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               #>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     #>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    #>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  #>  [9] LC_ADDRESS=C               LC_TELEPHONE=C             #> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        #>  #> attached base packages: #> [1] grid      stats     graphics  grDevices utils     datasets  methods   #> [8] base      #>  #> other attached packages: #> [1] knitr_1.45            ComplexHeatmap_2.14.0 circlize_0.4.15       #> [4] plyr_1.8.9            Seurat_5.0.1          SeuratObject_5.0.1    #> [7] sp_2.1-1              domino2_0.2.2         #>  #> loaded via a namespace (and not attached): #>   [1] utf8_1.2.4             spatstat.explore_3.2-5 reticulate_1.34.0      #>   [4] tidyselect_1.2.0       RSQLite_2.3.3          AnnotationDbi_1.60.2   #>   [7] htmlwidgets_1.6.2      Rtsne_0.16             munsell_0.5.0          #>  [10] codetools_0.2-19       ragg_1.2.6             ica_1.0-3              #>  [13] future_1.33.0          miniUI_0.1.1.1         spatstat.random_3.2-1  #>  [16] colorspace_2.1-0       progressr_0.14.0       Biobase_2.58.0         #>  [19] filelock_1.0.2         highr_0.10             stats4_4.2.1           #>  [22] ROCR_1.0-11            tensor_1.5             ggsignif_0.6.4         #>  [25] listenv_0.9.0          GenomeInfoDbData_1.2.9 polyclip_1.10-6        #>  [28] bit64_4.0.5            rprojroot_2.0.4        parallelly_1.36.0      #>  [31] vctrs_0.6.4            generics_0.1.3         xfun_0.41              #>  [34] BiocFileCache_2.6.1    R6_2.5.1               doParallel_1.0.17      #>  [37] GenomeInfoDb_1.34.9    clue_0.3-65            bitops_1.0-7           #>  [40] spatstat.utils_3.0-4   cachem_1.0.8           promises_1.2.1         #>  [43] scales_1.3.0           gtable_0.3.4           Cairo_1.6-1            #>  [46] globals_0.16.2         goftest_1.2-3          spam_2.10-0            #>  [49] rlang_1.1.2            systemfonts_1.0.5      GlobalOptions_0.1.2    #>  [52] splines_4.2.1          rstatix_0.7.2          lazyeval_0.2.2         #>  [55] spatstat.geom_3.2-7    broom_1.0.5            yaml_2.3.7             #>  [58] reshape2_1.4.4         abind_1.4-5            backports_1.4.1        #>  [61] httpuv_1.6.12          tools_4.2.1            ggplot2_3.4.4          #>  [64] ellipsis_0.3.2         jquerylib_0.1.4        RColorBrewer_1.1-3     #>  [67] BiocGenerics_0.44.0    ggridges_0.5.4         Rcpp_1.0.11            #>  [70] progress_1.2.2         zlibbioc_1.44.0        purrr_1.0.2            #>  [73] RCurl_1.98-1.13        prettyunits_1.2.0      deldir_1.0-9           #>  [76] ggpubr_0.6.0           pbapply_1.7-2          GetoptLong_1.0.5       #>  [79] cowplot_1.1.1          S4Vectors_0.36.2       zoo_1.8-12             #>  [82] ggrepel_0.9.4          cluster_2.1.4          fs_1.6.3               #>  [85] magrittr_2.0.3         magick_2.8.1           data.table_1.14.8      #>  [88] RSpectra_0.16-1        scattermore_1.2        lmtest_0.9-40          #>  [91] RANN_2.6.1             fitdistrplus_1.1-11    matrixStats_1.1.0      #>  [94] hms_1.1.3              patchwork_1.1.3        mime_0.12              #>  [97] evaluate_0.23          xtable_1.8-4           XML_3.99-0.16          #> [100] fastDummies_1.7.3      IRanges_2.32.0         gridExtra_2.3          #> [103] shape_1.4.6            compiler_4.2.1         biomaRt_2.54.1         #> [106] tibble_3.2.1           KernSmooth_2.23-22     crayon_1.5.2           #> [109] htmltools_0.5.7        later_1.3.1            tidyr_1.3.0            #> [112] DBI_1.1.3              formatR_1.14           dbplyr_2.4.0           #> [115] MASS_7.3-60            rappdirs_0.3.3         Matrix_1.6-3           #> [118] car_3.1-2              cli_3.6.1              parallel_4.2.1         #> [121] dotCall64_1.1-0        igraph_1.5.1           pkgconfig_2.0.3        #> [124] pkgdown_2.0.7          plotly_4.10.3          spatstat.sparse_3.0-3  #> [127] xml2_1.3.5             foreach_1.5.2          bslib_0.5.1            #> [130] XVector_0.38.0         stringr_1.5.1          digest_0.6.33          #> [133] sctransform_0.4.1      RcppAnnoy_0.0.21       spatstat.data_3.0-3    #> [136] Biostrings_2.66.0      rmarkdown_2.25         leiden_0.4.3.1         #> [139] uwot_0.1.16            curl_5.1.0             shiny_1.8.0            #> [142] rjson_0.2.21           nlme_3.1-163           lifecycle_1.0.4        #> [145] jsonlite_1.8.7         carData_3.0-5          desc_1.4.2             #> [148] viridisLite_0.4.2      fansi_1.0.5            pillar_1.9.0           #> [151] lattice_0.22-5         KEGGREST_1.38.0        fastmap_1.1.1          #> [154] httr_1.4.7             survival_3.5-7         glue_1.6.2             #> [157] png_0.1-8              iterators_1.0.14       bit_4.0.5              #> [160] stringi_1.8.2          sass_0.4.7             blob_1.2.4             #> [163] textshaping_0.3.7      RcppHNSW_0.5.0         memoise_2.0.1          #> [166] dplyr_1.1.4            irlba_2.3.5.1          future.apply_1.11.0"},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"object-contents","dir":"Articles","previous_headings":"","what":"Object contents","title":"Interacting with domino2 Objects","text":"contents domino object class include broad groups: - input data, L-R database used, counts, z-scores - calculations, correlations differential expression results - linkages, show connections TFs, receptors, ligands across data set within clusters - signaling matrices, show expression ligands signaling active receptors clusters (summary overall signaling) - build information, includes parameters used build object build_domino() functions commonly accessed information (number cells, clusters, build information), show print methods domino objects can used.","code":"dom #> A domino object of 2700 cells #> Built with signaling between 9 clusters print(dom) #> A domino object of 2700 cells #> Built with signaling between 9 clusters"},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"access-functions","dir":"Articles","previous_headings":"","what":"Access functions","title":"Interacting with domino2 Objects","text":"order facilitate access information stored domino object, provided collection functions retrieve specific items. functions begin “dom_” can listed using ls().","code":"ls(\"package:domino2\", pattern = \"^dom_\") #>  [1] \"dom_clusters\"      \"dom_correlations\"  \"dom_counts\"        #>  [4] \"dom_database\"      \"dom_de\"            \"dom_info\"          #>  [7] \"dom_linkages\"      \"dom_network_items\" \"dom_signaling\"     #> [10] \"dom_tf_activation\" \"dom_zscores\""},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"input-data","dir":"Articles","previous_headings":"Access functions","what":"Input data","title":"Interacting with domino2 Objects","text":"creating domino object create_domino() function, several inputs required stored domino object . include cluster labels, counts matrix, z-scored counts matrix, transcription factor activation scores, R-L database used create_rl_map_cellphonedb(). example, access cluster names domino object: Setting argument labels = TRUE return vector cluster labels cell rather unique cluster names. access counts: z-scored counts: transcription factor activation scores can similarly accessed: Information database referenced ligand-receptor pairs composition protien complexes can extracted dom_database() function. default, function returns name(s) database(s) used: like view entire ligand-receptor map, set name_only = FALSE:","code":"dom_clusters(dom) #> [1] \"naive_CD4_T_cell\"  \"CD14_monocyte\"     \"memory_CD4_T_cell\" #> [4] \"B_cell\"            \"CD8_T_cell\"        \"CD16_monocyte\"     #> [7] \"NK_cell\"           \"dendritic_cell\"    \"platelet\" count_matrix <- dom_counts(dom) knitr::kable(count_matrix[1:5, 1:5]) z_matrix <- dom_zscores(dom) knitr::kable(z_matrix[1:5, 1:5]) activation_matrix <- dom_tf_activation(dom) knitr::kable(activation_matrix[1:5, 1:5]) dom_database(dom) #> [1] \"CellPhoneDB_v4.0\" db_matrix <- dom_database(dom, name_only = FALSE) knitr::kable(db_matrix[1:5, 1:5])"},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"calculations","dir":"Articles","previous_headings":"Access functions","what":"Calculations","title":"Interacting with domino2 Objects","text":"Active transcription factors cluster determined conducting wilcoxon rank sum tests transcription factor transcription factor activity scores amongst cells cluster tested activity scores cells outside cluster. p-values one-sided test greater activity within cluster compared outside can accessed dom_de() function. Linkage receptors transcription factors assessed Spearman correlation transcription factor activity scores scaled expression receptor-encoding genes across cells data set. Spearman coefficients can accessed dom_correlations() function.","code":"de_matrix <- dom_de(dom) knitr::kable(de_matrix[1:5, 1:5]) cor_matrix <- dom_correlations(dom) knitr::kable(cor_matrix[1:5, 1:5])"},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"linkages","dir":"Articles","previous_headings":"Access functions","what":"Linkages","title":"Interacting with domino2 Objects","text":"Linkages ligands, receptors, transcription factors can accessed several different ways, depending specific link scope desired. dom_linkages() function three arguments - first, like access functions, domino object. second, link_type, used specify linkages desired (options complexes, receptor-ligand, tf-target, tf-receptor). third argument, by_cluster, determines whether linkages returned arranged cluster (though change available linkage types tf-receptor, receptor, incoming-ligand). example, access complexes used across dataset: view incoming ligands cluster: , reason, find need entire linkage structure (recommended), can accessed slot name; domino objects S4 objects. Alternately, obtain simplified list receptors, ligands, /features domino object, use dom_network_items() function. pull transcription factors associated dendritic cell cluster:","code":"complex_links <- dom_linkages(dom, link_type = \"complexes\") # Look for components of NODAL receptor complex complex_links$NODAL_receptor #> [1] \"ACVR1B\"       \"ACVR2B\"       \"TDGF1\"        \"character(0)\" incoming_links <- dom_linkages(dom, link_type = \"incoming-ligand\", by_cluster = TRUE) # Check incoming signals to dendritic cells incoming_links$dendritic_cell #>  [1] \"MIF\"          \"APP\"          \"COPA\"         \"CD99\"         \"CD1D\"         #>  [6] \"HLA-F\"        \"INS\"          \"ANXA1\"        \"CXCL9\"        \"BMP8B\"        #> [11] \"a4b1_complex\" \"aVb3_complex\" \"TG\"           \"CSF3\"         \"IL34\"         #> [16] \"CSF1\"         \"CSF2\"         \"TNF\"          \"GRN\"          \"LTA\"          #> [21] \"CTLA4\"        \"CD28\" all_linkages <- slot(dom, \"linkages\") # Names of all sub-structures: names(all_linkages) #> [1] \"complexes\"          \"rec_lig\"            \"tf_targets\"         #> [4] \"clust_tf\"           \"tf_rec\"             \"clust_tf_rec\"       #> [7] \"clust_rec\"          \"clust_incoming_lig\" dc_tfs <- dom_network_items(dom, \"dendritic_cell\", return = \"features\") head(dc_tfs) #> [1] \"ZNF189\" \"KLF12\"  \"ETV7\"   \"IRF8\"   \"KLF6\"   \"FOS\""},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"signaling-matrices","dir":"Articles","previous_headings":"Access functions","what":"Signaling Matrices","title":"Interacting with domino2 Objects","text":"averaged z-scored expression ligands receptors different clusters can accessed matrix form. view signaling specific cluster clusters, set cluster argument cluster name.","code":"signal_matrix <- dom_signaling(dom) knitr::kable(signal_matrix) dc_matrix <- dom_signaling(dom, \"dendritic_cell\") knitr::kable(dc_matrix)"},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"build-information","dir":"Articles","previous_headings":"Access functions","what":"Build information","title":"Interacting with domino2 Objects","text":"keep track options set running build_domino(), stored within domino object . view options, use dom_info() function.","code":"dom_info(dom) #> $create #> [1] TRUE #>  #> $build #> [1] TRUE #>  #> $build_variables #>     max_tf_per_clust          min_tf_pval       max_rec_per_tf  #>               25.000                0.001               25.000  #> rec_tf_cor_threshold   min_rec_percentage  #>                0.250                0.100"},{"path":"https://FertigLab.github.io/domino2/articles/domino_object_vignette.html","id":"continued-development","dir":"Articles","previous_headings":"","what":"Continued Development","title":"Interacting with domino2 Objects","text":"Since domino2 package still developed, new functions features implemented future versions. meantime, put together information plotting example analysis can viewed Getting Started page. Additionally, find bugs, questions, want share idea, please let us know . Vignette Build Information Date last built session information:","code":"Sys.Date() #> [1] \"2023-12-20\" sessionInfo() #> R version 4.2.1 (2022-06-23) #> Platform: x86_64-pc-linux-gnu (64-bit) #> Running under: Ubuntu 22.04.3 LTS #>  #> Matrix products: default #> BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0 #> LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0 #>  #> locale: #>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               #>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     #>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    #>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  #>  [9] LC_ADDRESS=C               LC_TELEPHONE=C             #> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        #>  #> attached base packages: #> [1] stats     graphics  grDevices utils     datasets  methods   base      #>  #> other attached packages: #> [1] domino2_0.2.2 #>  #> loaded via a namespace (and not attached): #>   [1] bitops_1.0-7           matrixStats_1.1.0      fs_1.6.3               #>   [4] bit64_4.0.5            filelock_1.0.2         doParallel_1.0.17      #>   [7] RColorBrewer_1.1-3     progress_1.2.2         httr_1.4.7             #>  [10] rprojroot_2.0.4        GenomeInfoDb_1.34.9    backports_1.4.1        #>  [13] tools_4.2.1            bslib_0.5.1            utf8_1.2.4             #>  [16] R6_2.5.1               DBI_1.1.3              BiocGenerics_0.44.0    #>  [19] colorspace_2.1-0       GetoptLong_1.0.5       tidyselect_1.2.0       #>  [22] prettyunits_1.2.0      bit_4.0.5              curl_5.1.0             #>  [25] compiler_4.2.1         textshaping_0.3.7      cli_3.6.1              #>  [28] Biobase_2.58.0         formatR_1.14           xml2_1.3.5             #>  [31] desc_1.4.2             sass_0.4.7             scales_1.3.0           #>  [34] rappdirs_0.3.3         pkgdown_2.0.7          systemfonts_1.0.5      #>  [37] stringr_1.5.1          digest_0.6.33          rmarkdown_2.25         #>  [40] XVector_0.38.0         pkgconfig_2.0.3        htmltools_0.5.7        #>  [43] dbplyr_2.4.0           fastmap_1.1.1          rlang_1.1.2            #>  [46] GlobalOptions_0.1.2    RSQLite_2.3.3          shape_1.4.6            #>  [49] jquerylib_0.1.4        generics_0.1.3         jsonlite_1.8.7         #>  [52] car_3.1-2              dplyr_1.1.4            RCurl_1.98-1.13        #>  [55] magrittr_2.0.3         GenomeInfoDbData_1.2.9 Matrix_1.6-3           #>  [58] munsell_0.5.0          Rcpp_1.0.11            S4Vectors_0.36.2       #>  [61] fansi_1.0.5            abind_1.4-5            lifecycle_1.0.4        #>  [64] stringi_1.8.2          yaml_2.3.7             carData_3.0-5          #>  [67] zlibbioc_1.44.0        plyr_1.8.9             BiocFileCache_2.6.1    #>  [70] grid_4.2.1             blob_1.2.4             parallel_4.2.1         #>  [73] crayon_1.5.2           lattice_0.22-5         Biostrings_2.66.0      #>  [76] circlize_0.4.15        hms_1.1.3              KEGGREST_1.38.0        #>  [79] knitr_1.45             ComplexHeatmap_2.14.0  pillar_1.9.0           #>  [82] igraph_1.5.1           ggpubr_0.6.0           rjson_0.2.21           #>  [85] ggsignif_0.6.4         codetools_0.2-19       biomaRt_2.54.1         #>  [88] stats4_4.2.1           XML_3.99-0.16          glue_1.6.2             #>  [91] evaluate_0.23          png_0.1-8              vctrs_0.6.4            #>  [94] foreach_1.5.2          tidyr_1.3.0            gtable_0.3.4           #>  [97] purrr_1.0.2            clue_0.3-65            ggplot2_3.4.4          #> [100] cachem_1.0.8           xfun_0.41              broom_1.0.5            #> [103] rstatix_0.7.2          ragg_1.2.6             tibble_3.2.1           #> [106] iterators_1.0.14       AnnotationDbi_1.60.2   memoise_2.0.1          #> [109] IRanges_2.32.0         cluster_2.1.4"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"correlations-between-receptors-and-transcription-factors","dir":"Articles","previous_headings":"Heatmaps","what":"Correlations between receptors and transcription factors","title":"Plotting Functions and Options","text":"cor_heatmap() can used show correlations calculated receptors transcription factors.  addition displaying scores correlations, function can also used identify correlations certain value (using bool bool_thresh arguments) identify combinations receptors transcription factors (TFs) connected (argument mark_connections).  subset receptors transcription factors interest, vector either () can passed function.  heatmap functions domino2 based ComplexHeatmap::Heatmap() also accept additional arguments meant function. example, argument clustering rows columns heatmap explicitly stated, can still passed ComplexHeatmap::Heatmap() cor_heatmap().","code":"cor_heatmap(dom, title = \"PBMC R-TF Correlations\", column_names_gp = grid::gpar(fontsize = 8)) cor_heatmap(dom, bool = TRUE, bool_thresh = 0.25) cor_heatmap(dom, bool = FALSE, mark_connections = TRUE) receptors <- c(\"CSF1R\", \"CSF3R\", \"CCR7\", \"FCER2\") tfs <- c(\"PAX5\", \"JUNB\", \"FOXJ3\", \"FOSB\") cor_heatmap(dom, feats = tfs, recs = receptors) cor_heatmap(dom, cluster_rows = FALSE, cluster_columns = FALSE, column_title = \"Heatmap Without Clustering\",     column_names_gp = grid::gpar(fontsize = 4))"},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"heatmap-of-transcription-factor-activation-scores","dir":"Articles","previous_headings":"Heatmaps","what":"Heatmap of Transcription Factor Activation Scores","title":"Plotting Functions and Options","text":"feat_heatmap() used show transcription factor activation features signaling network.  functions similarly cor_heatmap(), arguments select specific vector features, use boolean view threshold, pass arguments ComplexHeatmap::Heatmap(). Specific function though arguments setting range values visualized one choose whether normalize scores max value.","code":"feat_heatmap(dom, use_raster = FALSE, row_names_gp = grid::gpar(fontsize = 4)) feat_heatmap(dom, min_thresh = 0.1, max_thresh = 0.6, norm = TRUE, bool = FALSE,     use_raster = FALSE) feat_heatmap(dom, bool = TRUE, use_raster = FALSE)"},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"heatmap-of-incoming-signaling-for-a-cluster","dir":"Articles","previous_headings":"Heatmaps","what":"Heatmap of Incoming Signaling for a Cluster","title":"Plotting Functions and Options","text":"incoming_signaling_heatmap() can used visualize cluster average expression ligands capable activating TFs enriched cluster. example, view incoming signaling CD8 T cells:  can also select specific clusters interest signaling CD8 T cells. interested viewing monocyte signaling:  heatmap functions, options available minimum threshold, maximum threshold, whether scale values thresholding, whether normalize matrix, ability pass arguments ComplexHeatmap::Heatmap().","code":"incoming_signaling_heatmap(dom, \"CD8_T_cell\") incoming_signaling_heatmap(dom, \"CD8_T_cell\", clusts = c(\"CD14_monocyte\", \"CD16_monocyte\"))"},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"heatmap-of-signaling-between-clusters","dir":"Articles","previous_headings":"Heatmaps","what":"Heatmap of Signaling Between Clusters","title":"Plotting Functions and Options","text":"signaling_heatmap() makes heatmap showing signaling strength ligands cluster receptors cluster based averaged expression.  functions, specific clusters can selected, thresholds can set, normalization methods can selected well.","code":"signaling_heatmap(dom) signaling_heatmap(dom, scale = \"sqrt\") signaling_heatmap(dom, normalize = \"rec_norm\")"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"network-showing-l-r-tf-signaling-between-clusters","dir":"Articles","previous_headings":"Network Plots","what":"Network showing L-R-TF signaling between clusters","title":"Plotting Functions and Options","text":"gene_network() makes network plot display signaling selected clusters ligands, receptors features associated clusters displayed nodes edges linkages. look signaling CD16 Monocytes CD14 Monocytes:  Options modify plot include adjusting scaling ligands different layouts (legible others).  Additionally, colors can given select genes (example, highlight specific signaling path).","code":"gene_network(dom, clust = \"CD16_monocyte\", OutgoingSignalingClust = \"CD14_monocyte\") gene_network(dom, clust = \"CD16_monocyte\", OutgoingSignalingClust = \"CD14_monocyte\",     lig_scale = 25, layout = \"sphere\") gene_network(dom, clust = \"CD16_monocyte\", OutgoingSignalingClust = \"CD14_monocyte\",     cols = c(CD1D = \"violet\", LILRB2 = \"violet\", FOSB = \"violet\"), lig_scale = 10)"},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"network-showing-interaction-strength-across-data","dir":"Articles","previous_headings":"Network Plots","what":"Network Showing Interaction Strength Across Data","title":"Plotting Functions and Options","text":"signaling_network() can used create network plot nodes clusters edges indicate signaling one cluster another.  addition changes scaling, thresholds, layouts, plot can modified selecting incoming outgoing clusters (!). example view signaling CD14 Monocytes cluster:","code":"signaling_network(dom) signaling_network(dom, showOutgoingSignalingClusts = \"CD14_monocyte\", scale = \"none\",     norm = \"none\", layout = \"fr\", scale_by = \"none\", edge_weight = 2, vert_scale = 10)"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"chord-diagrams-connecting-ligands-and-receptors","dir":"Articles","previous_headings":"Other Types of Plot","what":"Chord Diagrams Connecting Ligands and Receptors","title":"Plotting Functions and Options","text":"new addition domino2, circos_ligand_receptor() creates chord plot showing ligands can activate specific receptor, displaying mean cluster expression ligand width chord.  function can given cluster colors match plots may make data. addition, plot can adjusted changing threshold ligand expression required linkage visualized selecting clusters interest.","code":"circos_ligand_receptor(dom, receptor = \"CD74\") cols <- c(\"red\", \"orange\", \"green\", \"blue\", \"pink\", \"purple\", \"slategrey\", \"firebrick\",     \"hotpink\") names(cols) <- dom_clusters(dom, labels = FALSE) circos_ligand_receptor(dom, receptor = \"CD74\", cell_colors = cols)"},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"scatter-plot-to-visualize-correlation","dir":"Articles","previous_headings":"Other Types of Plot","what":"Scatter Plot to Visualize Correlation","title":"Plotting Functions and Options","text":"cor_scatter() can used plot cell based expression selected TF receptor. produces scatter plot well line best fit look receptor-TF correlation.  keep mind argument remove_rec_dropout match parameter used domino object built. case, use build parameter, leave value argument default value FALSE.","code":"cor_scatter(dom, \"FOSB\", \"CD74\")"},{"path":"https://FertigLab.github.io/domino2/articles/plotting_vignette.html","id":"continued-development","dir":"Articles","previous_headings":"","what":"Continued Development","title":"Plotting Functions and Options","text":"Since domino2 package still developed, new functions features implemented future versions. meantime, view example analysis, see Getting Started page, see domino object structure page get familiar object structure. Additionally, find bugs, questions, want share idea, please let us know . Vignette Build Information Date last built session information:","code":"Sys.Date() #> [1] \"2023-12-20\" sessionInfo() #> R version 4.2.1 (2022-06-23) #> Platform: x86_64-pc-linux-gnu (64-bit) #> Running under: Ubuntu 22.04.3 LTS #>  #> Matrix products: default #> BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0 #> LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0 #>  #> locale: #>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               #>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     #>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    #>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  #>  [9] LC_ADDRESS=C               LC_TELEPHONE=C             #> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        #>  #> attached base packages: #> [1] stats     graphics  grDevices utils     datasets  methods   base      #>  #> other attached packages: #> [1] patchwork_1.1.3 domino2_0.2.2   #>  #> loaded via a namespace (and not attached): #>   [1] colorspace_2.1-0       ggsignif_0.6.4         rjson_0.2.21           #>   [4] rprojroot_2.0.4        circlize_0.4.15        XVector_0.38.0         #>   [7] GlobalOptions_0.1.2    fs_1.6.3               clue_0.3-65            #>  [10] ggpubr_0.6.0           farver_2.1.1           bit64_4.0.5            #>  [13] AnnotationDbi_1.60.2   fansi_1.0.5            xml2_1.3.5             #>  [16] codetools_0.2-19       splines_4.2.1          doParallel_1.0.17      #>  [19] cachem_1.0.8           knitr_1.45             jsonlite_1.8.7         #>  [22] Cairo_1.6-1            broom_1.0.5            cluster_2.1.4          #>  [25] dbplyr_2.4.0           png_0.1-8              compiler_4.2.1         #>  [28] httr_1.4.7             backports_1.4.1        Matrix_1.6-3           #>  [31] fastmap_1.1.1          cli_3.6.1              formatR_1.14           #>  [34] htmltools_0.5.7        prettyunits_1.2.0      tools_4.2.1            #>  [37] igraph_1.5.1           gtable_0.3.4           glue_1.6.2             #>  [40] GenomeInfoDbData_1.2.9 dplyr_1.1.4            rappdirs_0.3.3         #>  [43] Rcpp_1.0.11            carData_3.0-5          Biobase_2.58.0         #>  [46] jquerylib_0.1.4        pkgdown_2.0.7          vctrs_0.6.4            #>  [49] Biostrings_2.66.0      nlme_3.1-163           iterators_1.0.14       #>  [52] xfun_0.41              stringr_1.5.1          lifecycle_1.0.4        #>  [55] rstatix_0.7.2          XML_3.99-0.16          zlibbioc_1.44.0        #>  [58] scales_1.3.0           ragg_1.2.6             hms_1.1.3              #>  [61] parallel_4.2.1         RColorBrewer_1.1-3     ComplexHeatmap_2.14.0  #>  [64] yaml_2.3.7             curl_5.1.0             memoise_2.0.1          #>  [67] ggplot2_3.4.4          sass_0.4.7             biomaRt_2.54.1         #>  [70] stringi_1.8.2          RSQLite_2.3.3          highr_0.10             #>  [73] S4Vectors_0.36.2       desc_1.4.2             foreach_1.5.2          #>  [76] BiocGenerics_0.44.0    filelock_1.0.2         shape_1.4.6            #>  [79] GenomeInfoDb_1.34.9    rlang_1.1.2            pkgconfig_2.0.3        #>  [82] systemfonts_1.0.5      matrixStats_1.1.0      bitops_1.0-7           #>  [85] evaluate_0.23          lattice_0.22-5         purrr_1.0.2            #>  [88] labeling_0.4.3         bit_4.0.5              tidyselect_1.2.0       #>  [91] plyr_1.8.9             magrittr_2.0.3         R6_2.5.1               #>  [94] IRanges_2.32.0         magick_2.8.1           generics_0.1.3         #>  [97] DBI_1.1.3              pillar_1.9.0           withr_2.5.2            #> [100] mgcv_1.9-0             KEGGREST_1.38.0        abind_1.4-5            #> [103] RCurl_1.98-1.13        tibble_3.2.1           crayon_1.5.2           #> [106] car_3.1-2              utf8_1.2.4             BiocFileCache_2.6.1    #> [109] rmarkdown_2.25         GetoptLong_1.0.5       progress_1.2.2         #> [112] grid_4.2.1             blob_1.2.4             digest_0.6.33          #> [115] tidyr_1.3.0            textshaping_0.3.7      stats4_4.2.1           #> [118] munsell_0.5.0          bslib_0.5.1"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"preprocessing-scrnaseq-data","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference","what":"Preprocessing scRNAseq data","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Domino2 tool analysis intra- intercellular signaling single cell RNA sequencing data based transcription factor activation. vignette intended demonstrate basic pipeline generating communication networks domino object using single cell RNA sequencing(scRNAseq) data. Analysis cell-cell communication (CCC) Domino2 often follows initial pre-processing annotation scRNAseq data. vignette demonstrate use Domino2 10X Genomics Peripheral Blood Mononuclear Cells (PBMC) data set 2,700 cells processed following Satija Lab’s Seurat tutorial. data can downloaded .","code":"# Preprocessing of PBMC 3K tutorial data set pbmc.data <- Read10X(data.dir = \"../data/pbmc3k_filtered_gene_bc_matrices\") pbmc <- CreateSeuratObject(counts = pbmc.data, project = \"pbmc3k\", min.cells = 3, min.features = 200) pbmc[[\"percent.mt\"]] <- PercentageFeatureSet(pbmc, pattern = \"^MT-\") pbmc <- NormalizeData(pbmc, normalization.method = \"LogNormalize\", scale.factor = 10000) pbmc <- FindVariableFeatures(pbmc, selection.method = \"vst\", nfeatures = 2000) pbmc <- ScaleData(pbmc, features = rownames(pbmc)) pbmc <- RunPCA(pbmc, features = VariableFeatures(object = pbmc)) pbmc <- FindNeighbors(pbmc, dims = 1:10) pbmc <- FindClusters(pbmc, resolution = 0.5) pbmc <- RunUMAP(pbmc, dims = 1:10) # Annotate clusters with cell phenotypes cell_dict <- data.frame(   cluster = c(0:8),   cell_type = c(\"naive_CD4_T_cell\", \"CD14_monocyte\", \"memory_CD4_T_cell\", \"B_cell\", \"CD8_T_cell\", \"CD16_monocyte\", \"NK_cell\", \"dendritic_cell\", \"platelet\") ) pbmc$cell_type <-    plyr::mapvalues(     pbmc$seurat_clusters,     from = cell_dict$cluster,     to = cell_dict$cell_type   )"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"saving-preprocessed-data","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Preprocessing scRNAseq data","what":"Saving Preprocessed Data:","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Domino2 designed compatible Seurat objects addition accepting matrices vectors data set function inputs. Therefore, ’s good idea save processed Seurat object analysis. However, pySCENIC used transcription factor activation inference, requires input cell gene matrix. opposite orientation Seurat objects default Python based tools scanpy. Saving data loom file using loomR helpful step therefore recommended well. cell x gene counts matrix may also saved tab-separated value (.tsv) file loomR used computing resource, aware dense formatting .tsv can lead large file sizes slow processing large data sets. provided necessary code , due large file size, .tsv file provided data directory. like skip ahead rest analysis, processed objects steps available data directory package.","code":"# save Seurat object as RDS saveRDS(pbmc, file = \"../data/pbmc3k_seurat.rds\")  # save loom counts matrix pbmc_counts <- pbmc@assays$RNA@counts pbmc_loom <- loomR::create(filename = \"../data/pbmc3k_counts.loom\", data = pbmc_counts) pbmc_loom$close_all() # Remember to manually close connection to loom files! pbmc_counts <- pbmc@assays$RNA@counts write.table(t(as.matrix(pbmc_counts)), \"../data/pbmc3k_counts.tsv\",      sep = \"\\t\", col.names = NA)"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"installation","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference","what":"Installation","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Domino2 undergoing active development aspects data used, analyzed, interpreted subject change new features fixes implemented. v0.2.1 Domino2 serves first stable development version active updates reproducible usage implemented fixes handling receptors ligands function heteromeric complexes, consideration receptor expression per-cluster basis linkage transcription factors, reformatting receptor-ligand database transcription factor regulon inputs enabling Domino2 use alternative data bases transcription factor activity inference methods. version currently hosted FertigLab GitHub branch v0.2.1 domino_development repository forked primary repository hosted Elisseeff-Lab GitHub, can installed using remotes package.","code":"if(!require(remotes)){     install.packages('remotes') } remotes::install_github('FertigLab/domino_development@v0.2.1')"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"additional-downloads","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Installation","what":"Additional Downloads","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"tutorial, pySCENIC used method transcription factor activity inference assessment ligand-receptor interactions based curated interactions CellPhoneDB v4.0.0. requires downloading files prior use analysis pipeline.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"downloads-for-scenic","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Installation > Additional Downloads","what":"Downloads for SCENIC:","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"singularity image SCENIC v0.12.1 can installed DockerHub image source (example scripts use Docker provided scenic_bash directory well). SCENIC requires list transcription factors, motif annotations, cisTarget motifs available authors SCENIC human (HGNC), mouse (MGI), fly. following download everything necessary analysis data set HGNC gene labels hg38 genome.","code":"SCENIC_DIR=\"scenic\" mkdir ${SCENIC_DIR}  # Build singularity image singularity build \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" docker://aertslab/pyscenic:0.12.1  # Matrix containing motifs as rows and genes as columns and ranking position for each gene and motif (based on CRM scores) as values curl \"https://resources.aertslab.org/cistarget/databases/old/homo_sapiens/hg38/refseq_r80/mc9nr/gene_based/hg38__refseq-r80__10kb_up_and_down_tss.mc9nr.feather\" \\   -o \"${SCENIC_DIR}/hg38__refseq-r80__10kb_up_and_down_tss.mc9nr.feather\" curl \"https://resources.aertslab.org/cistarget/databases/old/homo_sapiens/hg38/refseq_r80/mc9nr/gene_based/hg38__refseq-r80__500bp_up_and_100bp_down_tss.mc9nr.feather\" \\   -o \"${SCENIC_DIR}/hg38__refseq-r80__500bp_up_and_100bp_down_tss.mc9nr.feather\" # List of genes encoding transcription factors in the HG38 reference genome curl \"https://resources.aertslab.org/cistarget/tf_lists/allTFs_hg38.txt\" \\   -o \"${SCENIC_DIR}/allTFs_hg38.txt\" # Motif annotations based on the 2017 cisTarget motif collection. Use these files if you are using the mc9nr databases. curl \"https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl\" \\   -o \"${SCENIC_DIR}/motifs-v9-nr.hgnc-m0.001-o0.0.tbl\""},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"downloads-for-cellphonedb","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Installation > Additional Downloads","what":"Downloads for CellPhoneDB:","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Database files CellPhoneDB v4.0.0 human scRNA-seq data can installed public github repository Tiechmann Group developed CellPhoneDB.","code":"CELLPHONE_DIR=\"cellphonedb\" mkdir ${CELLPHONE_DIR}  # Annotation of protein complexes curl \"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/complex_input.csv\" \\   -o \"${CELLPHONE_DIR}/complex_input.csv\" # Annotation of genes encoding database proteins curl \"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/gene_input.csv\" \\   -o \"${CELLPHONE_DIR}/gene_input.csv\" # Annotated protein interactions curl \"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/interaction_input.csv\" \\   -o \"${CELLPHONE_DIR}/interaction_input.csv\" # Annotated protein features curl \"https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/protein_input.csv\" \\   -o \"${CELLPHONE_DIR}/protein_input.csv\""},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"scenic-analysis","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference","what":"SCENIC Analysis","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"SCENIC lab’s preferred software transcription factor activity scoring. recommend using Python implementation (pySCENIC) faster original R implementation. aware, use SCENIC often slowest memory intensive step analysis pipeline. SCENIC run computing resources access multi-core processing large amounts memory. described section saving preprocessed data, SCENIC requires RNA counts provided cell gene matrix format, using pbmc3k_counts.loom file stage analysis. pySCENIC initiated using bash scripting terminal. analysis consists 3 steps score genes transcription factor motif enrichment, construct transcription factor regulons consisting genes targeted transcription factors, arrive AUC scores enrichment regulon gene transcription within cell.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"grn-construct-tf-modules","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > SCENIC Analysis","what":"grn: construct TF-modules","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Co-expression modules used quantify gene-transciption factor adjacencies.","code":"singularity exec \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" pyscenic grn \\     \"../data/pbmc3k_counts.loom\" \\         # path to the loom file     \"${SCENIC_DIR}/allTFs_hg38.txt\" \\                        # list of transcription factors      -o \"${SCENIC_DIR}/pbmc_adj.tsv\" \\                        # output directory for the adjacency matrix     --num_workers 6 \\                                 # number of CPUs to use if multi-core processing is available     --set_seed 123                                    # specify a random seed for reproducibility"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"ctx-construct-tf-regulons-with-pruning-based-on-tf-motiff-enrichment","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > SCENIC Analysis","what":"ctx: construct TF regulons with pruning based on TF motiff enrichment","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"rankings genes based enrichment transcription factor motiffs transcription start site (TSS) considered construction regulons, target genes TF-modules removed lack motifs proximal TSS transcription factor may bind.","code":"singularity exec \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" pyscenic ctx \\     \"${SCENIC_DIR}/pbmc_adj.tsv\" \\                                                   # adjacency matrix output from grn     \"${SCENIC_DIR}/hg38__refseq-r80__10kb_up_and_down_tss.mc9nr.feather\" \\           # target rankings of motif enrichment within 10 kb of TSS     \"${SCENIC_DIR}/hg38__refseq-r80__500bp_up_and_100bp_down_tss.mc9nr.feather\" \\    # target rankings of motif enrichment within 500 bp upstream and 100 bp downstream of TSS     --annotations_fname \"${SCENIC_DIR}/motifs-v9-nr.hgnc-m0.001-o0.0.tbl\" \\          # TF motif features     --expression_mtx_fname \"../data/pbmc3k_counts.loom\" \\          # counts matrix loom file     --mode \"dask_multiprocessing\" \\                                           # enable multi-core processing     --output \"${SCENIC_DIR}/pbmc_regulons.csv\" \\                                     # output file of learned TF regulons     --num_workers 6                                                           # number of CPU cores"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"aucell-calculate-tf-activity-scores","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > SCENIC Analysis","what":"aucell: calculate TF activity scores","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Enrichment regulon measured Area recovery Curve (AUC) genes define regulon.","code":"singularity exec \"${SCENIC_DIR}/aertslab-pyscenic-0.12.1.sif\" pyscenic aucell \\     \"../data/pbmc3k_counts.loom\" \\   # counts matrix loom file     \"${SCENIC_DIR}/pbmc_regulons.csv\" \\                # regulon table output from ctx     -o \"${SCENIC_DIR}/pbmc_auc.csv\"                    # cell x TF matrix of TF enrichment AUC values"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"loading-scenic-results","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Building a Signaling Network with Domino2","what":"Loading SCENIC Results","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"transcription factor activities required input Domino2, regulons learned SCENIC important optional input needed annotate transcription factor-target interactions prune transcription factor-receptor linkages receptor target transcription factor. prevents distinction receptor expression driving transcription factor activity transcription factor inducing receptor’s expression. initial regulons data frame read R ctx function 2 rows column names need replaced one succinct description. Domino2 changed input format transcription factor regulons list storing vectors target genes regulon, names list transcription factor genes. facilitates use alternative methods transcription factor activity quantification methods. provide helper function easy retreival transcription factor regulons output pySCENIC ctx function. Users aware AUC matrix SCENIC loaded cell x transcription factor orientation transposed transcription factor x cell orientation. pySCENIC also appends “(+)” transcription factor names converted “…” upon loading R. characters can included without affecting results Domino2 analysis, can confusing querying transcription factor features data. recommend comprehensive removal “…” characters using gsub() function.","code":"scenic_dir = \"scenic/\" regulons <- read.csv(paste0(scenic_dir, \"/pbmc_regulons.csv\")) auc <- read.table(paste0(scenic_dir, \"scenic/pbmc_auc.csv\"),                   header = TRUE, row.names = 1,                   stringsAsFactors = FALSE, sep = \",\") regulons <- regulons[-1:-2,] colnames(regulons) <- c(\"TF\", \"MotifID\", \"AUC\", \"NES\", \"MotifSimilarityQvalue\", \"OrthologousIdentity\", \"Annotation\", \"Context\", \"TargetGenes\", \"RankAtMax\") regulon_list <- create_regulon_list_scenic(regulons = regulons) auc_in <- as.data.frame(t(auc)) rownames(auc_in) <- gsub(\"\\\\.\\\\.\\\\.$\", \"\", rownames(auc_in)) # remove pattern \"...\" from the end of all rownames"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"load-cellphonedb-database","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Building a Signaling Network with Domino2","what":"Load CellPhoneDB Database","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Domino2 updated read ligand-receptor data bases uniform data.frame format referred receptor-ligand map (rl_map) enable use alternative updated reference databases oppossed particular version CellPhoneDB’s database older versions Domino. row corresponds ligand-receptor interaction. Genes participating interaction referred “partner ” “partner B” without requirement fixed ordering whether B ligand vice versa. minimum required columns data frame : int_pair: names interacting ligand receptor seperated \" & \" gene_A: gene genes encoding partner gene_B: gene genes encoding partner B type_A: (“L”, “R”) whether partner ligand (“L”) receptor (“R”) type_B: (“L”, “R”) whether partner B ligand (“L”) receptor (“R”) Additional annotation columns can provided name_A name_B ligands receptors whose name interaction database match names encoding genes. formatting also allows consideration ligand receptor complexes comprised heteromeric combination multiple proteins must coexpressed function. cases, “name_*” column shows name protein complex, “gene_*” column shows names genes encoding components complex separated commas “,”. plotting results build domino object, names interacting ligands receptors used based combinatorial expression complex components. facilitate use formatting CellPhoneDB database, include helper function automatically parses files cellPhoneDB database arrive rl_map format.","code":"cellphonedb_2_path <- \"cellphonedb\" complexes <- read.csv(paste0(cellphonedb_2_path, \"/complex_input.csv\"), stringsAsFactors = FALSE) genes <- read.csv(paste0(cellphonedb_2_path, \"/gene_input.csv\"), stringsAsFactors = FALSE) interactions <- read.csv(paste0(cellphonedb_2_path, \"/interaction_input.csv\"), stringsAsFactors = FALSE) proteins <- read.csv(paste0(cellphonedb_2_path, \"/protein_input.csv\"), stringsAsFactors = FALSE)  rl_map <- create_rl_map_cellphonedb(   genes = genes,    proteins = proteins,    interactions = interactions,   complexes = complexes,   database_name = \"CellPhoneDB_v4.0\" # includes database version used )  knitr::kable(head(rl_map))"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"optional-adding-interactions-manually","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Building a Signaling Network with Domino2 > Load CellPhoneDB Database","what":"Optional: Adding interactions manually","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"change use rl_map formatting also enables users manually append interactions interest included interaction database need . can attained formatting desired interactions data.frame column headers rl_map using rbind() function.","code":"# Integrin complexes are not annotated as receptors in CellPhoneDB_v4.0 # collagen-integrin interactions between cells may be missed unless tables from the CellPhoneDB reference are edited or the interactions are manually added  col_int_df <- data.frame(   \"int_pair\" = \"a11b1 complex & COLA1_HUMAN\",   \"name_A\" = \"a11b1 complex\", \"uniprot_A\" = \"P05556,Q9UKX5\", \"gene_A\" = \"ITB1,ITA11\", \"type_A\" = \"R\",   \"name_B\" = \"COLA1_HUMAN\", \"uniprot_B\" = \"P02452,P08123\", \"gene_B\" = \"COL1A1,COL1A2\", \"type_B\" = \"L\",   \"annotation_strategy\" = \"manual\", \"source\" = \"manual\", \"database_name\" = \"manual\" ) rl_map_append <- rbind(col_int_df, rl_map) knitr::kable(head(rl_map_append))"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"creating-the-domino-object","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference","what":"Creating the Domino Object","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Domino2 analysis takes place two steps. 1. create_domino() . initializes domino result object b. assesses differential transcription factor activity across cell clusters wilcoxon rank-sum test c. establishes transcription factor-receptor linkages based Spearman correlation transcription factor activities receptor expression across queried data set. 2. build_domino() . sets parameters transcription factors receptors called active within cell cluster b. aggregates scaled expression ligands capable interacting active receptors assessment ligand type cellular source triggering activation receptor.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"required-inputs-from-data-set","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Creating the Domino Object","what":"Required inputs from data set","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Domino2 infers active receipt signals via receptors based correlation receptor’s expression transcription factor activity across data set differential activity transcription factor within cell cluster. Correlations conducted using scaled expression values rather raw counts normalized counts. assessment receptor activity per cell type basis, named vector cell cluster assignments, names cell barcodes matching expression matrix, provided. Assessing signaling based categorical groupings cells can acheived passing groupings “clusters” build_domino() place cell types. Domino2 accepts either Seurat object counts, scaled counts, clusters included, requires matrix counts, matrix scaled counts, named vector cell cluster labels factors. Shown extract elements Seurat object. Note: Ligand receptor expression can assessed genes included z_scores matrix. Many scRNA-seq analysis pipelines recommend storing genes high variance scaled expression slots data objects, thereby missing many genes encoding ligands receptors. Ensure genes interest included rows z_scores matrix. Scaled expression calculated genes PBMC data set removal genes expressed less 3 cells.","code":"counts <- pbmc@assays$RNA@counts z_scores <- as.matrix(pbmc@assays$RNA@scale.data) clusters <- as.factor(pbmc$cell_type)"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"create-domino-object","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Creating the Domino Object","what":"Create Domino object","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"point, create_domino() function can used make object. Parameters note include “use_clusters” required assess signaling cell types rather linkage transcription factors receptors broadly across data set. “use_complexes” decides receptors function heteromeric complexes considered testing linkages transcription factors receptors. TRUE, receptor complex linked transcription factor majority component genes meet Spearman correlation threshold. “remove_rec_dropout” decides whether receptor values 0 considered correlation calculations; measure intended reduce effect dropout receptors wiht low expression. run create_domino() matrix vector inputs: results equivalent using Seurat object directly. Note inclusion matrix inputs Seurat object prioritize Seurat objects. information stored domino object access , please see vignette structure domino objects.","code":"pbmc_dom <- create_domino(   rl_map = rl_map,             # receptor-ligand map data frame   features = auc_in,           # Transcription factor scores (AUC matrix)   counts = counts,             # counts matrix   z_scores = z_scores,         # scaled expression data   clusters = clusters,         # vector of cell cluster assignments   tf_targets = regulon_list,   # list of TFs and their reglons   use_clusters = TRUE,         # assess receptor activation and ligand expression on a per-cluster basis   use_complexes = TRUE,        # include receptors and genes that function as a complex in results   remove_rec_dropout = FALSE   # whether to remove zeroes from correlation calculations ) pbmc_dom <- create_domino(   rl_map = rl_map,             # receptor-ligand map data frame   features = auc_in,           # Transcription factor scores (AUC matrix)   ser = pbmc,                  # Seurat object containing counts, scaled counts, and cell cluster assignments   tf_targets = regulon_list,   # list of TFs and their reglons   use_clusters = TRUE,         # assess receptor activation and ligand expression on a per-cluster basis   use_complexes = TRUE,        # include receptors and genes that function as a complex in results   remove_rec_dropout = FALSE   # whether to remove zeroes from correlation calculations )"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"build-domino","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Creating the Domino Object","what":"Build Domino","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"build_domino() finalizes construction domino object setting parameters identifying transcription factors differential activation clusters, receptor linkage transcription factors based magnitude positive correlation, minimum percentage cells within cluster expression receptor receptor called active. also options thresholds number transcription factors may called active cluster number receptors may linked one transcription factor. thresholds n transcription factors m receptors, bottom n transcription factors lowest p-values wilcoxon rank sum test top m receptors Spearman correlation coefficient chosen. thresholds number receptors transcription factors can sent infinity (Inf) collect receptors transcription factors meet statistical significance thresholds.","code":"pbmc_dom <- build_domino(   dom = pbmc_dom,   min_tf_pval = .001, # Threshold for p-value of DE for TFs   max_tf_per_clust = 5,   max_rec_per_tf = 5,   rec_tf_cor_threshold = .25, # Minimum correlation between receptor and TF   min_rec_percentage = 0.1 # Minimum percent of cells that must express receptor ) dom_b <- build_domino(   dom = dom,   min_tf_pval = .001,   max_tf_per_clust = Inf,   max_rec_per_tf = Inf,   rec_tf_cor_threshold = .25,   min_rec_percentage = 0.1 )"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"visualization-of-domino-results","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference","what":"Visualization of Domino Results","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Multiple functions available visualize intracellular networks receptors transcription factors ligand-receptor mediated intercellular networks cell types.","code":""},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"summarize-transcription-factor-activity-and-linkage","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Visualization of Domino Results","what":"Summarize Transcription Factor Activity and Linkage","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Enrichment transcription factor activities cell types can visualized feat_heatmap() plots data set-wide transcription factor activity scores pheatmap. mark_connections argument determines whether X used mark linked transcription factors receptors.","code":"feat_heatmap(pbmc_dom, norm = TRUE, bool = FALSE, mark_connections = TRUE)"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"cumulative-signaling-between-cell-types","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Visualization of Domino Results","what":"Cumulative signaling between cell types","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"cummulative degree signaling clusters assessed sum scaled expressin ligands targeting active receptors another cluster. can visualized graph format using signaling_network() function. Nodes represent cell cluster edges scale magnitude signaling clusters. color edge corresponds sender cluster signal. Signaling networks can also drawn edges render signals directed towards given cell type signals one cell type directed others can also created. see options use, well plotting options, please see plotting vignette.","code":"signaling_network(pbmc_dom, edge_weight = .5, max_thresh = 2.5)"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"specific-signaling-interactions-between-clusters","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference > Visualization of Domino Results","what":"Specific Signaling Interactions between Clusters","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Beyond aggregated degree signaling cell types, degrees signaling specific ligand-receptor interactions can assessed. gene_network() provides graph linkages active transcription factors cluster, linked receptors cluster, possible ligands active recptors New Domino2, gene_network() can used two clusters determine possible ligands given receptor expressed putative outgoing signaling cluster. comprehensive assessment ligand expression targeting active receptors given cluster can assessed incoming_signaling_heatmap(). Another form comprehensive ligand expression assessment available individual active receptors form circos plots new Domino2. outer arcs correspond clusters domino object inner arcs representing possible ligand plotted receptor. Arcs drawn ligands cell type receptor ligand expressed specified threshold. Arc widths correspond mean express ligand cluster widest arc width scaling maximum expression ligand within data.","code":"gene_network(pbmc_dom, clust = 'dendritic_cell', layout = 'grid') gene_network(pbmc_dom, clust = 'dendritic_cell', OutgoingSignalingClust = \"CD14_monocyte\",               layout = 'grid') incoming_signaling_heatmap(pbmc_dom, rec_clust = 'dendritic_cell', max_thresh = 2.5) circos_ligand_receptor(pbmc_dom, receptor = \"CD74\")"},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"continued-development","dir":"Articles","previous_headings":"Introduction to using Domino2 for cell-cell communication inference","what":"Continued Development","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"Since Domino2 package still development, new functions features development. github repository contains branches changes implemented. Additionally, find bugs, questions, features like request, please let us know .","code":""},{"path":[]},{"path":"https://FertigLab.github.io/domino2/articles/vignette.html","id":"vignette-build-info","dir":"Articles","previous_headings":"","what":"Cell Cell Communication with Domino2: v0.2.1 Vignette","title":"Cell Cell Communication with Domino2: v0.2.1 Vignette","text":"","code":"sys.date() sessionInfo()"},{"path":"https://FertigLab.github.io/domino2/authors.html","id":null,"dir":"","previous_headings":"","what":"Authors","title":"Authors and Citation","text":"Christopher Cherry. Author. Jacob T Mitchell. Author, maintainer. Sushma Nagaraj. Author. Kavita Krishnan. Author. Dmitrijs Lvovs. Author. Elana Fertig. Contributor. Jennifer Elisseeff. Contributor.","code":""},{"path":"https://FertigLab.github.io/domino2/authors.html","id":"citation","dir":"","previous_headings":"","what":"Citation","title":"Authors and Citation","text":"Cherry C, Maestas D, Han J, Andorko J, Cahan P, Fertig E, Garmire L, Elisseeff J (2021). “Computational reconstruction signalling networks surrounding implanted biomaterials single-cell transcriptomics.” Nature Biomedical Engineering, 5(10), 1228-1238. doi:10.1038/s41551-021-00770-5, https://doi.org/10.1038%2Fs41551-021-00770-5. Cherry C, Mitchell J, Nagaraj S, Krishnan K, Fertig E, Elisseeff J (2023). domino2: Cell Communication Analysis Single Cell RNA Sequencing. R package version 0.2.2.","code":"@Article{,   title = {Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics},   author = {Christopher Cherry and David R. Maestas and Jin Han and James I. Andorko and Patrick Cahan and Elana J. Fertig and Lana X. Garmire and Jennifer H. Elisseeff},   journal = {Nature Biomedical Engineering},   year = {2021},   volume = {5},   number = {10},   pages = {1228-1238},   doi = {10.1038/s41551-021-00770-5},   url = {https://doi.org/10.1038%2Fs41551-021-00770-5}, } @Manual{,   title = {domino2: Cell Communication Analysis for Single Cell RNA Sequencing},   author = {Christopher Cherry and Jacob T Mitchell and Sushma Nagaraj and Kavita Krishnan and Elana Fertig and Jennifer Elisseeff},   year = {2023},   note = {R package version 0.2.2}, }"},{"path":"https://FertigLab.github.io/domino2/index.html","id":"introducing-domino2","dir":"","previous_headings":"","what":"Introducing domino2","title":"Cell Communication from Single Cell RNA Sequencing Data","text":"domino2 updated version original domino R package published Nature Biomedical Engineering Computational reconstruction signalling networks surrounding implanted biomaterials single-cell transcriptomics. domino2 tool analysis intra- intercellular signaling single cell RNA sequencing data based transcription factor activation receptor ligand linkages.","code":""},{"path":"https://FertigLab.github.io/domino2/index.html","id":"installation","dir":"","previous_headings":"","what":"Installation","title":"Cell Communication from Single Cell RNA Sequencing Data","text":"domino2 undergoing active development improve analysis capabilities interpretability, codebase subject change new features fixes implemented. v0.2.2 domino2 serves current stable version active updates reproducible usage (see changelog information changes). version currently hosted FertigLab GitHub domino2 repository forked primary repository hosted Elisseeff-Lab GitHub, can installed using remotes package.","code":"if (!require(remotes)) {     install.packages(\"remotes\") } remotes::install_github(\"FertigLab/domino2\")"},{"path":"https://FertigLab.github.io/domino2/index.html","id":"usage-overview","dir":"","previous_headings":"","what":"Usage Overview","title":"Cell Communication from Single Cell RNA Sequencing Data","text":"overview domino2 might used analysis single cell RNA sequencing data set: Transcription factor activation scores calculated (recommend using pySCENIC, methods can used well) ligand-receptor database used map linkages ligands receptors (recommend using cellphoneDB, methods can used well). domino object created using counts, z-scored counts, clustering information, data steps 1 2. Parameters maximum number transcription factors receptors minimum correlation threshold (among others) used make cell communication network Communication networks can extracted within domino object visualized using variety plotting functions Please see Getting Started page example analysis includes steps detail, downloading running pySCENIC building domino object visualizing domino results. articles include details plotting functions structure domino object.","code":""},{"path":[]},{"path":"https://FertigLab.github.io/domino2/news/news-0.2.html","id":"updates-to-domino-object-construction-0-2-1","dir":"News","previous_headings":"domino2 v0.2.1","what":"Updates to domino object construction","title":"Version 0.2","text":"Uniform formats inputs receptor-ligand interaction databases, tf activity features, regulon gene lists operability alternative databases tf activity inference methods Helper functions reformatting pySCENIC outputs CellPhoneDB database files domino-readable uniform formats Assessment transcription factor linkage receptors function heteromeric complex based correlation transcription factor activity receptor component genes Assessment complex ligand expression mean component gene expression plotting functions Minimum threshold percentage cells cluster expressing receptor gene receptor called active within cluster Additional linkage slots active receptors cluster, transcription factor-receptor linkages cluster, incoming ligands active receptors cluster","code":""},{"path":"https://FertigLab.github.io/domino2/news/news-0.2.html","id":"plotting-functions-0-2-1","dir":"News","previous_headings":"domino2 v0.2.1","what":"Plotting functions","title":"Version 0.2","text":"Circos plot ligand expression targeting specified receptor chord widths correspond quantity ligand expression cell cluster Signaling networks showing outgoing signaling specified cell clusters Gene networks two cell clusters","code":""},{"path":"https://FertigLab.github.io/domino2/news/news-0.2.html","id":"bugfixes-0-2-1","dir":"News","previous_headings":"domino2 v0.2.1","what":"Bugfixes","title":"Version 0.2","text":"Added host option gene ortholog conversions using biomart access maintained mirrors Transcription factor-target linkages now properly stored receptors transcription factor’s regulon excluded linkage Ligand nodes sizes gene networks correspond quantity ligand expression create_domino() can run without providing regulon list References host GitHub repository updated “Elisseeff-Lab”","code":""},{"path":[]},{"path":"https://FertigLab.github.io/domino2/news/news-0.2.html","id":"linkage-functions-0-2-2","dir":"News","previous_headings":"domino2 v0.2.2","what":"Linkage functions","title":"Version 0.2","text":"Addition new class summarize linkages objects Addition helper functions count linkages compare objects Plotting function differential linkages","code":""},{"path":"https://FertigLab.github.io/domino2/news/news-0.2.html","id":"package-structure-0-2-2","dir":"News","previous_headings":"domino2 v0.2.2","what":"Package structure","title":"Version 0.2","text":"Adjustments made meet BioConductor standards","code":""},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":null,"dir":"","previous_headings":"","what":"Domino2","title":"Domino2","text":"Domino2 tool analysis intra- intercellular signaling single cell RNA sequencing data based transcription factor activation ligand receptor signaling.","code":""},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"fertig-lab-development-branch","dir":"","previous_headings":"","what":"Fertig Lab Development Branch","title":"Domino2","text":"repository intended integration updates Domino2 Fertig Lab Elisseeff Lab. code may currently unstable currently recommended use. like use Domino, please use main repository hosted Elisseeff Lab https://github.com/Elisseeff-Lab/domino.","code":""},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"branch-notes","dir":"","previous_headings":"Fertig Lab Development Branch","what":"Branch notes:","title":"Domino2","text":"Code used version Domino published 2021 archived branch domino_paper_archive. Changes, issues pull requests handled master branch easy use installation updated version. Added option use cells without receptor dropout calculating Pearson correlation.","code":""},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"citation","dir":"","previous_headings":"Fertig Lab Development Branch","what":"Citation","title":"Domino2","text":"find Domino useful, please consider citing us. Cherry C, Maestas DR, Han J, Andorko JI, Cahan P, Fertig EJ, Garmire LX, Elisseeff JH. Computational reconstruction signalling networks surrounding implanted biomaterials single-cell transcriptomics. Nat Biomed Eng. 2021 Oct;5(10):1228-1238. doi: 10.1038/s41551-021-00770-5. Epub 2021 Aug 2. PMID: 34341534; PMCID: PMC9894531. make sure cite SCENIC use transcription factor scores. Aibar, Sara, et al. “SCENIC: single-cell regulatory network inference clustering.” Nature methods 14.11 (2017): 1083-1086.","code":""},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"installation","dir":"","previous_headings":"","what":"Installation","title":"Domino2","text":"Domino can installed github repository. Domino requires ligand-receptor database. use cellphonedb. Domino look four files: complexes.csv genes.csv interactions.csv proteins.csv. like download terminal commands .","code":"if(!require(devtools)){     install.packages('devtools') } devtools::install_github('Elisseeff-Lab/domino') curl -O https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/sources/complex_curated.csv mv complex_curated.csv complexes.csv curl -O https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/sources/interaction_curated.csv mv interaction_curated.csv interactions.csv curl -O https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/sources/protein_curated.csv mv protein_curated.csv proteins.csv curl -O https://raw.githubusercontent.com/Teichlab/cellphonedb-data/master/data/gene_input.csv mv gene_input.csv genes.csv"},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"setting-up-scenic","dir":"","previous_headings":"Installation","what":"Setting up SCENIC","title":"Domino2","text":"choose use SCENIC generate transcription factor activation scores, recommend Python implementation. ’s significantly faster R version SCENIC longest part analysis pipeline far. Docker/Singularity images available . tutorials, use bash script wrote run SCENIC Docker image. ’ll need set environment properly wish use script run SCENIC. First, need docker image SCENIC 0.10.0. Docker image need directory pull input files write output files . default, use ~/docker_scratch, feel free make whatever like change directory variable bash script. Put following reference files scratch folder using script. SCENIC requires list transcription factors, motif annotations, cisTarget motifs available authors SCENIC human (HGNC), mouse (MGI), fly. following download everything necessary analysis data set MGI gene labels mm9 genome. HGNC gene labels hg19 genome","code":"mkdir ~/docker_scratch curl -O https://raw.githubusercontent.com/aertslab/pySCENIC/master/resources/mm_mgi_tfs.txt curl -O https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.mgi-m0.001-o0.0.tbl curl -O https://resources.aertslab.org/cistarget/databases/mus_musculus/mm9/refseq_r45/mc9nr/gene_based/mm9-500bp-upstream-7species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/mus_musculus/mm9/refseq_r45/mc9nr/gene_based/mm9-500bp-upstream-10species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/mus_musculus/mm9/refseq_r45/mc9nr/gene_based/mm9-tss-centered-10kb-7species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/mus_musculus/mm9/refseq_r45/mc9nr/gene_based/mm9-tss-centered-10kb-10species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/mus_musculus/mm9/refseq_r45/mc9nr/gene_based/mm9-tss-centered-5kb-7species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/mus_musculus/mm9/refseq_r45/mc9nr/gene_based/mm9-tss-centered-5kb-10species.mc9nr.feather curl -O https://raw.githubusercontent.com/aertslab/pySCENIC/master/resources/hs_hgnc_curated_tfs.txt curl -O https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl curl -O https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg19/refseq_r45/mc9nr/gene_based/hg19-500bp-upstream-7species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg19/refseq_r45/mc9nr/gene_based/hg19-500bp-upstream-10species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg19/refseq_r45/mc9nr/gene_based/hg19-tss-centered-10kb-7species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg19/refseq_r45/mc9nr/gene_based/hg19-tss-centered-10kb-10species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg19/refseq_r45/mc9nr/gene_based/hg19-tss-centered-5kb-7species.mc9nr.feather curl -O https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg19/refseq_r45/mc9nr/gene_based/hg19-tss-centered-5kb-10species.mc9nr.feather"},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"a-complete-basic-analysis-using-domino","dir":"","previous_headings":"","what":"A complete basic analysis using Domino","title":"Domino2","text":"run complete analysis Domino picking phenotypic assignment clusters. like see example Domino without using clusters check cluster free analysis vignette . First need get data. Seurat object contains cluster assignments Seurat 2,700 PBMC tutorial. wont need install Seurat don’t already - just pulling data object. create directory put stuff well.","code":"mkdir ~/work/domino_basic_example"},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"running-scenic","dir":"","previous_headings":"A complete basic analysis using Domino","what":"Running SCENIC","title":"Domino2","text":"first step generate transcription factor activation scores SCENIC. following along, need created Docker scratch directory downloaded necessary HGNC reference files described Setting SCENIC section . First need write counts file Docker temporary directory R. Now simply need run SCENIC bash script data MGI symbols. data set 32-core EPYC Rome 7002 running step takes 40m. like skip step, necessary output files provided . Either way, move files working directory terminal file explorer.","code":"ser = readRDS('pbmc3k_final.rds') write.table(t(as.matrix(ser@assays$RNA@counts)), '~/docker_scratch/counts.tsv',      sep = '\\t', col.names = NA) bash ~/my_software/domino/scenic_bash/hgnc_scenic.sh mv ~/docker_scratch/auc_mtx.csv ~/work/domino_basic_example mv ~/docker_scratch/regulons.csv ~/work/domino_basic_example"},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"creating-the-domino-object","dir":"","previous_headings":"A complete basic analysis using Domino","what":"Creating the domino object","title":"Domino2","text":"Now SCENIC data can run domino. example’s sake, pull necessary information Seurat object first can also simply provide Seurat object create_domino function pull . also read AUC matrix SCENIC. Note must transposed SCENIC’s output. command generates domino object prepares (compiles LR database, calculates cluster TF enrichment, calculates TF - R correlation). Make sure put correct directory cellphonedb data sets .","code":"library(domino) ser = readRDS('pbmc3k_final.rds') counts = ser@assays$RNA@counts z_scores = ser@assays$RNA@scale.data clusters = ser@active.ident auc = t(read.table('auc_mtx.csv', header = TRUE, row.names = 1,      stringsAsFactors = FALSE, sep = ',')) pbmc_dom = create_domino(signaling_db = '~/work/ref/human/cpdb/',      features = auc, counts = counts, z_scores = z_scores, clusters = clusters,      df = 'regulons.csv')"},{"path":"https://FertigLab.github.io/domino2/old.README.html","id":"building-the-signaling-network-and-plotting-options","dir":"","previous_headings":"A complete basic analysis using Domino","what":"Building the signaling network and plotting options","title":"Domino2","text":"four major parameters can play buidling signaling network, two selecting TFs cluster two connecting TFs recs. min_tf_pval minimum p val TF assigned cluster max_tf_per_clust maximum number transcription factors allowed cluster. patter true rec_tf_cor_threshold max_rec_per_tf except thresholding Pearon correlation receptor transcription factor. Building signaling network takes little time feel free play around values. general prefer select pval cor threshold good portion TFs recs trimmed maximum number thresholds. Now just need visualize signaling network. First, visualize cluster-cluster signaling signaling_network. using max threshold (max_thresh) Mk cluster’s expression ITGA2B much higher clusters/ligands drowns relevant signaling . Give shot without max_thresh ’ll see mean. Intercluster signaling network default, nodes scaled based expression ligands targetting . larger cells data set expressing high amounts ligands targetting cluster. edges weighted based strength signaling two specific clusters. color edge match color ligand cluster. example, network teal line connecting CD8 T cells DCs represents signaling T cells DCs. order determine ligand-receptor-TF signaling patterns involved , can zoom gene network DCs. DC gene network default red nodes ligands, blue receptors, green transcription factors. Now lets look expression ligands targetting DCs. DC incoming signaling heatmap looks like CCL5 major component signaling T cells DCs. gene network looks like CCL5 predicted target LILRB1 activate IRF4 IRF8 DCs. can investigate expression patterns associated linkages. First, lets generate heatmap transcription factor activation scores. Transcription factor activation score heatmap look connections transcription factors receptores can create heatmap correlations two. Rec-TF correlation heatmap Finally, can visualize entire tf-r-l network including clusters gene_network. Note function return igraph object used make plot. important use force directed layout like make two versions plot. use default settings allow us see node labels reformat plot igraph options make less cluttered smaller formats.  Thanks taking look software. questions please let us know .","code":"pbmc_dom = build_domino(pbmc_dom, max_tf_per_clust = 10,      min_tf_pval = .001, max_rec_per_tf = 10, rec_tf_cor_threshold = .25) signaling_network(pbmc_dom, edge_weight = .5, max_thresh = 2.5) gene_network(pbmc_dom, clust = 'DC', layout = 'fr') incoming_signaling_heatmap(pbmc_dom, rec_clust = 'DC', max_thresh = 2.5) feat_heatmap(pbmc_dom, norm = TRUE, bool = FALSE) cor_heatmap(pbmc_dom, bool = FALSE, mark_connections = TRUE) info = gene_network(pbmc_dom, clust = levels(pbmc_dom@clusters),      lig_scale = FALSE, layout = 'fr') plot(info$graph, layout = info$layout, vertex.size = 3, edge.color = 'grey',      vertex.frame.color = 'black', vertex.label = NA)"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":null,"dir":"","previous_headings":"","what":"Visualizing domino2 data","title":"Visualizing domino2 data","text":"addition numerous plotting options available original Domino, domino2 added functionality new methods improve visualization interpretation analysis results. , go different plotting functions available, well different options can utilized, options customization. using domino object (loaded dom) example analysis Getting Started.","code":""},{"path":[]},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"correlations-between-receptors-and-transcription-factors","dir":"","previous_headings":"Heatmaps","what":"Correlations between receptors and transcription factors","title":"Visualizing domino2 data","text":"cor_heatmap() can used show correlations calculated receptors transcription factors.  addition displaying scores correlations, function can also used identify correlations certain value (using bool bool_thresh arguments) identify combinations receptors transcription factors (TFs) connected (argument mark_connections).  subset receptors transcription factors interest, vector either () can passed function.  heatmap functions domino2 based NMF::aheatmap() also accept additional arguments meant function. example, argument clustering rows columns heatmap explicitly stated, can still passed NMF::aheatmap() cor_heatmap().","code":"cor_heatmap(dom, title = \"PBMC R-TF Correlations\") cor_heatmap(dom, bool = TRUE, bool_thresh = 0.25) cor_heatmap(dom, bool = FALSE, mark_connections = TRUE) receptors <- c(\"CSF1R\", \"CSF3R\", \"CCR7\", \"FCER2\") tfs <- c(\"PAX5\", \"JUNB\", \"FOXJ3\", \"FOSB\") cor_heatmap(dom, feats = tfs, recs = receptors) cor_heatmap(dom,   title = FALSE, Rowv = NA, Colv = NA,   main = \"Heatmap Without Clustering\" )"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"heatmap-of-transcription-factor-activation-scores","dir":"","previous_headings":"Heatmaps","what":"Heatmap of Transcription Factor Activation Scores","title":"Visualizing domino2 data","text":"feat_heatmap() used show transcription factor activation features signaling network.  functions similarly cor_heatmap(), arguments select specific vector features, use boolean view threshold, pass arguments NMF::aheatmap(). Specific function though arguments setting range values visualized one choose whether normalize scores max value.","code":"feat_heatmap(dom) feat_heatmap(dom,   min_thresh = 0.1, max_thresh = 0.6,   norm = TRUE, bool = FALSE ) feat_heatmap(dom, bool = TRUE)"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"heatmap-of-incoming-signaling-for-a-cluster","dir":"","previous_headings":"Heatmaps","what":"Heatmap of Incoming Signaling for a Cluster","title":"Visualizing domino2 data","text":"incoming_signaling_heatmap() can used visualize cluster average expression ligands capable activating TFs enriched cluster. example, view incoming signaling CD8 T cells:  can also select specific clusters interest signaling CD8 T cells. interested viewing monocyte signaling:  heatmap functions, options available minimum threshold, maximum threshold, whether scale values thresholding, whether normalize matrix, ability pass arguments NMF::aheatmap().","code":"incoming_signaling_heatmap(dom, \"CD8_T_cell\") incoming_signaling_heatmap(dom, \"CD8_T_cell\", clusts = c(\"CD14_monocyte\", \"CD16_monocyte\"))"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"heatmap-of-signaling-between-clusters","dir":"","previous_headings":"Heatmaps","what":"Heatmap of Signaling Between Clusters","title":"Visualizing domino2 data","text":"signaling_heatmap() makes heatmap showing signaling strength ligands cluster receptors cluster based averaged expression.  functions, specific clusters can selected, thresholds can set, normalization methods can selected well.","code":"signaling_heatmap(dom) signaling_heatmap(dom, scale = \"sqrt\") signaling_heatmap(dom, normalize = \"rec_norm\")"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"network-showing-l-r-tf-signaling-between-clusters","dir":"","previous_headings":"Network Plots","what":"Network showing L-R-TF signaling between clusters","title":"Visualizing domino2 data","text":"gene_network() makes network plot display signaling selected clusters ligands, receptors features associated clusters displayed nodes edges linkages. look signaling CD16 Monocytes CD14 Monocytes:  Options modify plot include adjusting scaling ligands different layouts (legible others).  Additionally, colors can given select genes (example, highlight specific signaling path).","code":"gene_network(dom, clust = \"CD16_monocyte\", OutgoingSignalingClust = \"CD14_monocyte\") gene_network(dom,   clust = \"CD16_monocyte\", OutgoingSignalingClust = \"CD14_monocyte\",   lig_scale = 25, layout = \"sphere\" ) gene_network(dom,   clust = \"CD16_monocyte\", OutgoingSignalingClust = \"CD14_monocyte\",   cols = c(\"CD1D\" = \"violet\", \"LILRB2\" = \"violet\", \"FOSB\" = \"violet\"), lig_scale = 10 )"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"network-showing-interaction-strength-across-data","dir":"","previous_headings":"Network Plots","what":"Network Showing Interaction Strength Across Data","title":"Visualizing domino2 data","text":"signaling_network() can used create network plot nodes clusters edges indicate signaling one cluster another.  addition changes scaling, thresholds, layouts, plot can modified selecting incoming outgoing clusters (!). example view signaling CD14 Monocytes cluster:","code":"signaling_network(dom) signaling_network(dom,   showOutgoingSignalingClusts = \"CD14_monocyte\", scale = \"none\",   norm = \"none\", layout = \"fr\", scale_by = \"none\", vert_scale = 5 )"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"chord-diagrams-connecting-ligands-and-receptors","dir":"","previous_headings":"Other Types of Plot","what":"Chord Diagrams Connecting Ligands and Receptors","title":"Visualizing domino2 data","text":"new addition domino2, circos_ligand_receptor() creates chord plot showing ligands can activate specific receptor, displaying mean cluster expression ligand width chord.  function can given cluster colors match plots may make data. addition, plot can adjusted changing threshold ligand expression required linkage visualized selecting clusters interest.","code":"circos_ligand_receptor(dom, receptor = \"CD74\") cols <- c(   \"red\", \"orange\", \"green\", \"blue\", \"pink\", \"purple\",   \"slategrey\", \"firebrick\", \"hotpink\" ) names(cols) <- levels(dom@clusters) circos_ligand_receptor(dom, receptor = \"CD74\", cell_colors = cols)"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"scatter-plot-to-visualize-correlation","dir":"","previous_headings":"Other Types of Plot","what":"Scatter Plot to Visualize Correlation","title":"Visualizing domino2 data","text":"cor_scatter() can used plot cell based expression selected TF receptor. produces scatter plot well line best fit look receptor-TF correlation.  keep mind argument remove_rec_dropout match parameter used domino object built. case, use build parameter, leave value argument default value FALSE.","code":"cor_scatter(dom, \"FOSB\", \"CD74\")"},{"path":"https://FertigLab.github.io/domino2/plotting_vignette.html","id":"continued-development","dir":"","previous_headings":"","what":"Continued Development","title":"Visualizing domino2 data","text":"Since domino2 package still developed, new functions features implemented future versions. meantime, view example analysis, see Getting Started page, see domino object structure page get familiar object structure. Additionally, find bugs, questions, want share idea, please let us know . Vignette Build Information Date last built session information:","code":"Sys.Date() #> [1] \"2023-10-05\" sessionInfo() #> R version 4.2.1 (2022-06-23) #> Platform: x86_64-pc-linux-gnu (64-bit) #> Running under: Ubuntu 22.04.2 LTS #>  #> Matrix products: default #> BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0 #> LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0 #>  #> locale: #>  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C               #>  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8     #>  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8    #>  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                  #>  [9] LC_ADDRESS=C               LC_TELEPHONE=C             #> [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C        #>  #> attached base packages: #> [1] grid      stats     graphics  grDevices utils     datasets  methods   #> [8] base      #>  #> other attached packages: #> [1] ComplexHeatmap_2.12.1 circlize_0.4.15       patchwork_1.1.3       #> [4] RColorBrewer_1.1-3    Biobase_2.56.0        BiocGenerics_0.42.0   #> [7] domino2_0.2.1         #>  #> loaded via a namespace (and not attached): #>   [1] utf8_1.2.3             R.utils_2.12.2         spatstat.explore_3.2-3 #>   [4] reticulate_1.32.0      tidyselect_1.2.0       RSQLite_2.3.1          #>   [7] AnnotationDbi_1.58.0   htmlwidgets_1.6.2      Rtsne_0.16             #>  [10] munsell_0.5.0          codetools_0.2-19       ica_1.0-3              #>  [13] future_1.33.0          miniUI_0.1.1.1         withr_2.5.1            #>  [16] spatstat.random_3.1-6  colorspace_2.1-0       progressr_0.14.0       #>  [19] filelock_1.0.2         knitr_1.44             rstudioapi_0.15.0      #>  [22] Seurat_4.3.0.1         stats4_4.2.1           ROCR_1.0-11            #>  [25] ggsignif_0.6.4         tensor_1.5             listenv_0.9.0          #>  [28] NMF_0.26               labeling_0.4.3         GenomeInfoDbData_1.2.8 #>  [31] polyclip_1.10-4        farver_2.1.1           bit64_4.0.5            #>  [34] rprojroot_2.0.3        parallelly_1.36.0      vctrs_0.6.3            #>  [37] generics_0.1.3         xfun_0.40              BiocFileCache_2.4.0    #>  [40] R6_2.5.1               doParallel_1.0.17      GenomeInfoDb_1.32.4    #>  [43] clue_0.3-65            bitops_1.0-7           spatstat.utils_3.0-3   #>  [46] cachem_1.0.8           promises_1.2.1         scales_1.2.1           #>  [49] gtable_0.3.4           downlit_0.4.3          globals_0.16.2         #>  [52] processx_3.8.2         goftest_1.2-3          rlang_1.1.1            #>  [55] GlobalOptions_0.1.2    splines_4.2.1          rstatix_0.7.2          #>  [58] lazyeval_0.2.2         broom_1.0.5            spatstat.geom_3.2-5    #>  [61] BiocManager_1.30.22    yaml_2.3.7             reshape2_1.4.4         #>  [64] abind_1.4-5            backports_1.4.1        httpuv_1.6.11          #>  [67] tools_4.2.1            gridBase_0.4-7         ggplot2_3.4.3          #>  [70] ellipsis_0.3.2         ggridges_0.5.4         Rcpp_1.0.11            #>  [73] plyr_1.8.8             progress_1.2.2         zlibbioc_1.42.0        #>  [76] purrr_1.0.2            RCurl_1.98-1.12        ps_1.7.5               #>  [79] prettyunits_1.2.0      ggpubr_0.6.0           deldir_1.0-9           #>  [82] pbapply_1.7-2          GetoptLong_1.0.5       cowplot_1.1.1          #>  [85] S4Vectors_0.34.0       zoo_1.8-12             SeuratObject_4.1.3     #>  [88] ggrepel_0.9.3          cluster_2.1.4          fs_1.6.3               #>  [91] magrittr_2.0.3         data.table_1.14.8      scattermore_1.2        #>  [94] lmtest_0.9-40          RANN_2.6.1             whisker_0.4.1          #>  [97] R.cache_0.16.0         fitdistrplus_1.1-11    matrixStats_1.0.0      #> [100] pkgload_1.3.3          hms_1.1.3              mime_0.12              #> [103] evaluate_0.21          xtable_1.8-4           XML_3.99-0.14          #> [106] IRanges_2.30.1         gridExtra_2.3          shape_1.4.6            #> [109] compiler_4.2.1         biomaRt_2.52.0         tibble_3.2.1           #> [112] KernSmooth_2.23-22     crayon_1.5.2           R.oo_1.25.0            #> [115] htmltools_0.5.6        mgcv_1.9-0             later_1.3.1            #> [118] tidyr_1.3.0            DBI_1.1.3              dbplyr_2.3.3           #> [121] MASS_7.3-60            rappdirs_0.3.3         car_3.1-2              #> [124] Matrix_1.6-1.1         cli_3.6.1              R.methodsS3_1.8.2      #> [127] parallel_4.2.1         igraph_1.5.1           pkgconfig_2.0.3        #> [130] pkgdown_2.0.7          registry_0.5-1         sp_2.0-0               #> [133] plotly_4.10.2          spatstat.sparse_3.0-2  xml2_1.3.5             #> [136] roxygen2_7.2.3         foreach_1.5.2          rngtools_1.5.2         #> [139] XVector_0.36.0         stringr_1.5.0          callr_3.7.3            #> [142] digest_0.6.33          sctransform_0.4.0      RcppAnnoy_0.0.21       #> [145] spatstat.data_3.0-1    Biostrings_2.64.1      rmarkdown_2.25         #> [148] leiden_0.4.3           uwot_0.1.16            curl_5.0.2             #> [151] shiny_1.7.5            commonmark_1.9.0       rjson_0.2.21           #> [154] lifecycle_1.0.3        nlme_3.1-163           jsonlite_1.8.7         #> [157] carData_3.0-5          desc_1.4.2             viridisLite_0.4.2      #> [160] fansi_1.0.4            pillar_1.9.0           lattice_0.21-8         #> [163] KEGGREST_1.36.3        fastmap_1.1.1          httr_1.4.7             #> [166] pkgbuild_1.4.2         survival_3.5-7         glue_1.6.2             #> [169] png_0.1-8              iterators_1.0.14       bit_4.0.5              #> [172] stringi_1.7.12         blob_1.2.4             memoise_2.0.1          #> [175] styler_1.10.2          dplyr_1.1.3            irlba_2.3.5.1          #> [178] future.apply_1.11.0"},{"path":"https://FertigLab.github.io/domino2/reference/add_rl_column.html","id":null,"dir":"Reference","previous_headings":"","what":"Adds a column to the RL signaling data frame. — add_rl_column","title":"Adds a column to the RL signaling data frame. — add_rl_column","text":"function adds column internal rl 'map' used map receptor receptor complexes ligand ligand complexes.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/add_rl_column.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Adds a column to the RL signaling data frame. — add_rl_column","text":"","code":"add_rl_column(map, map_ref, conv, new_name)"},{"path":"https://FertigLab.github.io/domino2/reference/add_rl_column.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Adds a column to the RL signaling data frame. — add_rl_column","text":"map RL signaling data frame. map_ref Name column match new data conv Data frame matching current data map new data. new_name Name new column created RL map","code":""},{"path":"https://FertigLab.github.io/domino2/reference/add_rl_column.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Adds a column to the RL signaling data frame. — add_rl_column","text":"updated RL signaling data frame","code":""},{"path":"https://FertigLab.github.io/domino2/reference/add_rl_column.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Adds a column to the RL signaling data frame. — add_rl_column","text":"","code":"lr_name <- data.frame(\"abbrev\" = c(\"L\", \"R\"), \"full\" = c(\"Ligand\", \"Receptor\")) rl_map_expanded <- add_rl_column(     map = domino2:::rl_map_tiny, map_ref = \"type_A\",     conv = lr_name, new_name = \"type_A_full\" )"},{"path":"https://FertigLab.github.io/domino2/reference/build_domino.html","id":null,"dir":"Reference","previous_headings":"","what":"Calculate a signaling network for a domino object — build_domino","title":"Calculate a signaling network for a domino object — build_domino","text":"function calculates signaling network. requires domino object preprocessed create_domino returns domino object prepared plotting various plotting functions package.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/build_domino.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Calculate a signaling network for a domino object — build_domino","text":"","code":"build_domino(   dom,   max_tf_per_clust = 5,   min_tf_pval = 0.01,   max_rec_per_tf = 5,   rec_tf_cor_threshold = 0.15,   min_rec_percentage = 0.1 )"},{"path":"https://FertigLab.github.io/domino2/reference/build_domino.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Calculate a signaling network for a domino object — build_domino","text":"dom Domino object create_domino. max_tf_per_clust Maximum number transcription factors called active cluster. min_tf_pval Minimum p-value differential feature score test call transcription factor active cluster. max_rec_per_tf Maximum number receptors link transcription factor. rec_tf_cor_threshold Minimum pearson correlation used consider receptor linked transcription factor. Increasing decrease number receptors linked transcription factor. min_rec_percentage Minimum percentage cells cluster expressing receptor receptor linked trancription factors cluster.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/build_domino.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Calculate a signaling network for a domino object — build_domino","text":"domino object signaling network built","code":""},{"path":"https://FertigLab.github.io/domino2/reference/build_domino.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Calculate a signaling network for a domino object — build_domino","text":"","code":"pbmc_dom_tiny_built <- build_domino(     dom = domino2:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,     max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1 )"},{"path":"https://FertigLab.github.io/domino2/reference/circos_ligand_receptor.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor","title":"Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor","text":"Creates chord plot expression ligands can activate specified receptor chord widths correspond mean ligand expression cluster.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/circos_ligand_receptor.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor","text":"","code":"circos_ligand_receptor(   dom,   receptor,   ligand_expression_threshold = 0.01,   cell_idents = NULL,   cell_colors = NULL )"},{"path":"https://FertigLab.github.io/domino2/reference/circos_ligand_receptor.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor","text":"dom Domino object undergone network building build_domino() receptor Name receptor active least one cell type domino object ligand_expression_threshold Minimum mean expression value ligand cell type chord rendered cell type receptor cell_idents Vector cell types cluster assignments domino object included plot. cell_colors Named vector color names hex codes names correspond plotted cell types color values","code":""},{"path":"https://FertigLab.github.io/domino2/reference/circos_ligand_receptor.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor","text":"renders circos plot active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/circos_ligand_receptor.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor","text":"","code":"# basic usage circos_ligand_receptor(domino2:::pbmc_dom_built_tiny, receptor = \"FAS\") #> There are more than one numeric columns in the data frame. Take the #> first two numeric columns and draw the link ends with unequal width. #>  #> Type `circos.par$message = FALSE` to suppress the message.   # specify colors cols <- c(\"red\", \"orange\", \"green\", \"blue\", \"pink\", \"purple\", \"slategrey\", \"firebrick\", \"hotpink\") names(cols) <- levels(domino2:::pbmc_dom_built_tiny@clusters) circos_ligand_receptor(domino2:::pbmc_dom_built_tiny, receptor = \"FAS\", cell_colors = cols) #> There are more than one numeric columns in the data frame. Take the #> first two numeric columns and draw the link ends with unequal width. #>  #> Type `circos.par$message = FALSE` to suppress the message."},{"path":"https://FertigLab.github.io/domino2/reference/collate_network_items.html","id":null,"dir":"Reference","previous_headings":"","what":"Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items","title":"Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items","text":"function collates features, receptors, ligands found signaling network anywhere list clusters. can useful comparing signaling networks across two separate conditions. order run build_domino() must run object previously.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/collate_network_items.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items","text":"","code":"collate_network_items(dom, clusters = NULL, return = NULL)"},{"path":"https://FertigLab.github.io/domino2/reference/collate_network_items.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items","text":"dom Domino object containing signaling network (.e. build_domino() run) clusters Vector indicating clusters collate network items . left NULL clusters included. return String indicating collate 'features', 'receptors', 'ligands'. '' list three returned.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/collate_network_items.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Extracts all features, receptors, or ligands present in a signaling network. — collate_network_items","text":"vector containing features, receptors, ligands data set list containing three.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/convert_genes.html","id":null,"dir":"Reference","previous_headings":"","what":"Use biomaRt to convert genes — convert_genes","title":"Use biomaRt to convert genes — convert_genes","text":"function reads vector genes converts genes specified symbol type","code":""},{"path":"https://FertigLab.github.io/domino2/reference/convert_genes.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Use biomaRt to convert genes — convert_genes","text":"","code":"convert_genes(   genes,   from = c(\"ENSMUSG\", \"ENSG\", \"MGI\", \"HGNC\"),   to = c(\"MGI\", \"HGNC\"),   host = \"https://www.ensembl.org\" )"},{"path":"https://FertigLab.github.io/domino2/reference/convert_genes.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Use biomaRt to convert genes — convert_genes","text":"genes Vector genes convert. Format gene input (ENSMUSG, ENSG, MGI, HGNC) Format gene output (MGI, HGNC) host Host connect . Defaults https://www.ensembl.org following useMart default, can changed archived hosts useMart fails connect.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/convert_genes.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Use biomaRt to convert genes — convert_genes","text":"data frame input genes col 1 output col 2","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_heatmap.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a heatmap of correlation between receptors and transcription factors — cor_heatmap","title":"Create a heatmap of correlation between receptors and transcription factors — cor_heatmap","text":"Creates heatmap correlation values receptors transcription factors either boolean threshold continuous values displayed","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_heatmap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a heatmap of correlation between receptors and transcription factors — cor_heatmap","text":"","code":"cor_heatmap(   dom,   bool = FALSE,   bool_thresh = 0.15,   title = TRUE,   feats = NULL,   recs = NULL,   mark_connections = FALSE,   ... )"},{"path":"https://FertigLab.github.io/domino2/reference/cor_heatmap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a heatmap of correlation between receptors and transcription factors — cor_heatmap","text":"dom Domino object network built (build_domino()) bool Boolean indicating whether heatmap continuous boolean. boolean bool_thresh used determine define activity positive negative. bool_thresh Numeric indicating threshold separating '' '' feature activity making boolean heatmap. title Either string use title boolean describing whether include title. order pass 'main' parameter  ComplexHeatmap::Heatmap()  must set title FALSE. feats Either vector features include heatmap '' features. left NULL features selected signaling network shown. recs Either vector receptors include heatmap '' receptors. left NULL receptors selected signaling network connected features plotted shown. mark_connections Boolean indicating whether add 'x' cells connected receptor TF. Default FALSE. ... parameters pass  ComplexHeatmap::Heatmap() . Note use 'main' parameter  ComplexHeatmap::Heatmap()  must set title = FALSE use 'annCol' 'annColors' ann_cols must FALSE.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_heatmap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a heatmap of correlation between receptors and transcription factors — cor_heatmap","text":"Heatmap rendered active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_heatmap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a heatmap of correlation between receptors and transcription factors — cor_heatmap","text":"","code":"# basic usage cor_heatmap(domino2:::pbmc_dom_built_tiny, title = \"PBMC R-TF Correlations\")   # show correlations above a specific value cor_heatmap(domino2:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)   # identify combinations that are connected cor_heatmap(domino2:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)"},{"path":"https://FertigLab.github.io/domino2/reference/cor_scatter.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a correlation plot between transcription factor activation score and receptor — cor_scatter","title":"Create a correlation plot between transcription factor activation score and receptor — cor_scatter","text":"Create correlation plot transcription factor activation score receptor","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_scatter.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a correlation plot between transcription factor activation score and receptor — cor_scatter","text":"","code":"cor_scatter(dom, tf, rec, remove_rec_dropout = TRUE, ...)"},{"path":"https://FertigLab.github.io/domino2/reference/cor_scatter.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a correlation plot between transcription factor activation score and receptor — cor_scatter","text":"dom Domino object network built (build_domino()) tf Target TF module plotting receptor rec Target receptor plotting TF remove_rec_dropout Whether remove cells zero expression plot. match setting build_domino. ... parameters pass ggscatter.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_scatter.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a correlation plot between transcription factor activation score and receptor — cor_scatter","text":"ggplot object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/cor_scatter.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a correlation plot between transcription factor activation score and receptor — cor_scatter","text":"","code":"cor_scatter(domino2:::pbmc_dom_built_tiny, \"ATF4\", \"CD22\")"},{"path":"https://FertigLab.github.io/domino2/reference/count_linkage.html","id":null,"dir":"Reference","previous_headings":"","what":"Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage","title":"Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage","text":"Count occurrences linkages across multiple domino results linkage summary","code":""},{"path":"https://FertigLab.github.io/domino2/reference/count_linkage.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage","text":"","code":"count_linkage(   linkage_summary,   cluster,   group.by = NULL,   linkage = \"rec_lig\",   subject_names = NULL )"},{"path":"https://FertigLab.github.io/domino2/reference/count_linkage.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage","text":"linkage_summary linkage_summary object cluster name cell cluster compared across multiple domino results group.name column linkage_summary\\@subject_meta group subjects counting. NULL, total counts linkages linkages cluster across subjects given. linkage stored linkage domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig') subject_names vector subject_names linkage_summary compared. NULL, subject_names linkage summary included counting.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/count_linkage.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage","text":"data frame columns unique linkage features counts many times linkage occured across compared domino results. group.used, counts linkages also provided columns named unique values group.variable.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/count_linkage.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage","text":"","code":"if (FALSE) { count_linkage(     linkage_summary = linkage_ls, cluster = \"CD8_T_cell\",     group.by = \"group\", linkage = \"rec_lig\" ) }"},{"path":"https://FertigLab.github.io/domino2/reference/create_domino.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a domino object and prepare it for network construction — create_domino","title":"Create a domino object and prepare it for network construction — create_domino","text":"function reads receptor ligand signaling database, cell level features kind (ie. output pySCENIC), z-scored single cell data, cluster id single cell data, calculates correlation matrix receptors features (transcription factor module scores using pySCENIC), finds features enriched cluster. return domino object prepared build_domino(), calculate signaling network.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_domino.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a domino object and prepare it for network construction — create_domino","text":"","code":"create_domino(   rl_map,   features,   ser = NULL,   counts = NULL,   z_scores = NULL,   clusters = NULL,   use_clusters = TRUE,   tf_targets = NULL,   verbose = TRUE,   use_complexes = TRUE,   rec_min_thresh = 0.025,   remove_rec_dropout = TRUE,   tf_selection_method = \"clusters\",   tf_variance_quantile = 0.5 )"},{"path":"https://FertigLab.github.io/domino2/reference/create_domino.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a domino object and prepare it for network construction — create_domino","text":"rl_map Data frame row describes receptor-ligand interaction required columns gene_A & gene_B including gene names receptor ligand type_A & type_B annotating genes B ligand (L) receptor (R) features Either path csv containing cell level features interest (ie. auc matrix pySCENIC) named matrix cells columns features rows. ser Seurat object containing scaled RNA expression data RNA assay slot cluster identity. Either ser object z_scores clusters must provided. ser present z_scores clusters ignored. counts Counts matrix data. Seurat object provided ignored. used threshold receptors dropout. z_scores Matrix containing z-scored expression data cells cells columns features rows. Either z_scores clusters must provided ser object. ser present z_scores clusters ignored. clusters Named factor containing cell cluster names cells. Either clusters z_scores ser must provided. ser present z_scores clusters ignored. use_clusters Boolean indicating whether use clusters Seurat object. Seurat object provided parameter ignored. tf_targets Optional. list names transcription factors stored values character vectors genes transcription factor's regulon. verbose Boolean indicating whether print progress computation. use_complexes Boolean indicating whether wish use receptor/ligand complexes receptor ligand signaling database. FALSE, receptor/ligand pairs either functions protein complex considered constructing signaling network. rec_min_thresh Minimum expression level receptors cell. Default 0.025 2.5 percent cells data set. important calculating correlation connect receptors transcription activation. threshold low correlation calculations proceed cells non-zero expression. remove_rec_dropout Whether remove receptors 0 expression counts calculating correlations. can reduce false positive correlation calculations receptors high dropout rates. tf_selection_method Selection method target transcription factors. 'clusters' differential expression clusters calculated. 'variable' variable transcription factors selected. '' transcription factors feature matrix used. Default 'clusters'. Note wish use clusters intercellular signaling downstream MUST choose clusters. tf_variance_quantile proportion variable features take using variance threshold features. Default 0.5. Higher numbers keep features. Ignored tf_selection_method 'variable'","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_domino.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a domino object and prepare it for network construction — create_domino","text":"domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_domino.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a domino object and prepare it for network construction — create_domino","text":"","code":"pbmc_dom_tiny_all <- pbmc_dom_tiny <- create_domino(     rl_map = domino2:::rl_map_tiny, features = domino2:::auc_tiny,     counts = domino2:::RNA_count_tiny, z_scores = domino2:::RNA_zscore_tiny,     clusters = domino2:::clusters_tiny, tf_targets = domino2:::regulon_list_tiny,     use_clusters = FALSE, use_complexes = FALSE,     rec_min_thresh = 0.1, remove_rec_dropout = TRUE,     tf_selection_method = \"all\" ) #> Reading in and processing signaling database #> Database provided from source: CellPhoneDB #> Getting z_scores, clusters, and counts #> Calculating correlations #> 1 of 3 #> 2 of 3 #> 3 of 3 #> FAS has component genes that did not pass testing parameters #> CD22 has component genes that did not pass testing parameters #> IGF1R has component genes that did not pass testing parameters  pbmc_dom_tiny_clustered <- create_domino(     rl_map = domino2:::rl_map_tiny, features = domino2:::auc_tiny,     counts = domino2:::RNA_count_tiny, z_scores = domino2:::RNA_zscore_tiny,     clusters = domino2:::clusters_tiny, tf_targets = domino2:::regulon_list_tiny,     use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE ) #> Reading in and processing signaling database #> Database provided from source: CellPhoneDB #> Getting z_scores, clusters, and counts #> Calculating feature enrichment by cluster #> 1 of 3 #> 2 of 3 #> 3 of 3 #> Calculating correlations #> 1 of 3 #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> 2 of 3 #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> 3 of 3 #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> Warning: Cannot compute exact p-value with ties #> IGF1R has component genes that did not pass testing parameters"},{"path":"https://FertigLab.github.io/domino2/reference/create_regulon_list_scenic.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic","title":"Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic","text":"Generates list transcription factors genes targeted transcription factor part regulon inferred pySCENIC","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_regulon_list_scenic.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic","text":"","code":"create_regulon_list_scenic(regulons)"},{"path":"https://FertigLab.github.io/domino2/reference/create_regulon_list_scenic.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic","text":"regulons Dataframe file path table output grn (gene regulatory network) function pySCENIC","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_regulon_list_scenic.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic","text":"list names transcription factors stored values character vectors genes inferred regulons","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_regulon_list_scenic.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic","text":"","code":"regulon_list_tiny <- create_regulon_list_scenic(regulons = domino2:::regulons_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/create_rl_map_cellphonedb.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb","title":"Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb","text":"Generates data frame ligand-receptor interactions CellPhoneDB database annotating genes encoding interacting ligands receptors queried transcriptomic data.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_rl_map_cellphonedb.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb","text":"","code":"create_rl_map_cellphonedb(   genes,   proteins,   interactions,   complexes = NULL,   database_name = \"CellPhoneDB\",   gene_conv = NULL,   gene_conv_host = \"https://www.ensembl.org\",   alternate_convert = FALSE,   alternate_convert_table = NULL )"},{"path":"https://FertigLab.github.io/domino2/reference/create_rl_map_cellphonedb.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb","text":"genes dataframe file path table gene names uniprot, hgnc_symbol, ensembl format cellphonedb database format proteins dataframe file path table protein features cellphonedb format interactions dataframe file path table protein-protein interactions cellphonedb format complexes optional: dataframe file path table protein complexes cellphonedb format database_name name database used, stored output gene_conv tuple (, ) (source, target) gene conversion orthologs desired; options ENSMUSG, ENSG, MGI, HGNC gene_conv_host host conversion; default ensembl, also use mirrors desired alternate_convert boolean like use non-ensembl method conversion (must supply table; recommended, use ensembl ) alternate_convert_table supplied table non-ensembl method conversion","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_rl_map_cellphonedb.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb","text":"Data frame row describes possible receptor-ligand interaction","code":""},{"path":"https://FertigLab.github.io/domino2/reference/create_rl_map_cellphonedb.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb","text":"","code":"rl_map_tiny <- create_rl_map_cellphonedb(     genes = domino2:::genes_tiny,     proteins = domino2:::proteins_tiny, interactions = domino2:::interactions_tiny,     complexes = domino2:::complexes_tiny )"},{"path":"https://FertigLab.github.io/domino2/reference/do_norm.html","id":null,"dir":"Reference","previous_headings":"","what":"Normalize a matrix to its max value by row or column — do_norm","title":"Normalize a matrix to its max value by row or column — do_norm","text":"Normalizes matrix max value row column","code":""},{"path":"https://FertigLab.github.io/domino2/reference/do_norm.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Normalize a matrix to its max value by row or column — do_norm","text":"","code":"do_norm(mat, dir)"},{"path":"https://FertigLab.github.io/domino2/reference/do_norm.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Normalize a matrix to its max value by row or column — do_norm","text":"mat Matrix normalized dir Direction normalize matrix c('row', 'col')","code":""},{"path":"https://FertigLab.github.io/domino2/reference/do_norm.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Normalize a matrix to its max value by row or column — do_norm","text":"normalized matrix direction specified.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_clusters.html","id":null,"dir":"Reference","previous_headings":"","what":"Access clusters — dom_clusters","title":"Access clusters — dom_clusters","text":"function pull cluster information domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_clusters.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access clusters — dom_clusters","text":"","code":"dom_clusters(dom, labels = FALSE)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_clusters.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access clusters — dom_clusters","text":"dom domino object created create_domino() labels boolean whether return cluster labels cell clusters used inferring communication","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_clusters.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access clusters — dom_clusters","text":"vector containing either names clusters used factors cluster label individual cell","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_clusters.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access clusters — dom_clusters","text":"","code":"cluster_names <- dom_clusters(domino2:::pbmc_dom_built_tiny) cell_cluster_label <- dom_clusters(domino2:::pbmc_dom_built_tiny, labels = TRUE)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_correlations.html","id":null,"dir":"Reference","previous_headings":"","what":"Access correlations — dom_correlations","title":"Access correlations — dom_correlations","text":"function pull receptor-transcription factor correlations domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_correlations.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access correlations — dom_correlations","text":"","code":"dom_correlations(dom)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_correlations.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access correlations — dom_correlations","text":"dom domino object created create_domino()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_correlations.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access correlations — dom_correlations","text":"matrix containing correlation values receptor (row) transcription factor (column)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_correlations.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access correlations — dom_correlations","text":"","code":"cor_matrix <- dom_correlations(domino2:::pbmc_dom_built_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_counts.html","id":null,"dir":"Reference","previous_headings":"","what":"Access counts — dom_counts","title":"Access counts — dom_counts","text":"function pull gene expression domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_counts.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access counts — dom_counts","text":"","code":"dom_counts(dom)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_counts.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access counts — dom_counts","text":"dom domino object created create_domino()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_counts.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access counts — dom_counts","text":"matrix containing gene expression values gene (row) cell (column)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_counts.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access counts — dom_counts","text":"","code":"counts <- dom_counts(domino2:::pbmc_dom_built_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_database.html","id":null,"dir":"Reference","previous_headings":"","what":"Access database — dom_database","title":"Access database — dom_database","text":"function pull database information domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_database.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access database — dom_database","text":"","code":"dom_database(dom, name_only = TRUE)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_database.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access database — dom_database","text":"dom domino object created name_only boolean whether return name database used entire database stored. Default TRUE.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_database.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access database — dom_database","text":"vector unique databases used building domino object data frame includes database information used domino object creation","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_database.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access database — dom_database","text":"","code":"database_name <- dom_database(domino2:::pbmc_dom_built_tiny) full_database <- dom_database(domino2:::pbmc_dom_built_tiny, name_only = FALSE)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_de.html","id":null,"dir":"Reference","previous_headings":"","what":"Access differential expression — dom_de","title":"Access differential expression — dom_de","text":"function pull differential expression p values domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_de.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access differential expression — dom_de","text":"","code":"dom_de(dom)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_de.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access differential expression — dom_de","text":"dom domino object created create_domino()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_de.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access differential expression — dom_de","text":"matrix containing p values differential expression transcription factors (rows) cluster (columns)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_de.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access differential expression — dom_de","text":"","code":"de_mat <- dom_de(domino2:::pbmc_dom_built_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_info.html","id":null,"dir":"Reference","previous_headings":"","what":"Access build information — dom_info","title":"Access build information — dom_info","text":"function pull parameters used running build_domino() domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_info.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access build information — dom_info","text":"","code":"dom_info(dom)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_info.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access build information — dom_info","text":"dom domino object created create_domino()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_info.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access build information — dom_info","text":"list containing booleans whether object created build, list build parameters used build_domino() infer signaling network","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_info.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access build information — dom_info","text":"","code":"build_details <- dom_info(domino2:::pbmc_dom_built_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_linkages.html","id":null,"dir":"Reference","previous_headings":"","what":"Access linkages — dom_linkages","title":"Access linkages — dom_linkages","text":"function pull linkages domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_linkages.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access linkages — dom_linkages","text":"","code":"dom_linkages(   dom,   link_type = c(\"complexes\", \"receptor-ligand\", \"tf-target\", \"tf-receptor\", \"receptor\",     \"incoming-ligand\"),   by_cluster = FALSE )"},{"path":"https://FertigLab.github.io/domino2/reference/dom_linkages.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access linkages — dom_linkages","text":"dom domino object created create_domino() link_type One value (\"complexes\", \"receptor-ligand\", \"tf-target\", \"tf-receptor\", \"receptor\", \"incoming-ligand\") used select desired type linkage by_cluster boolean indicate whether linkages returned overall cluster","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_linkages.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access linkages — dom_linkages","text":"list containing linkages combination receptors, ligands, transcription factors, clusters","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_linkages.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access linkages — dom_linkages","text":"","code":"complexes <- dom_linkages(domino2:::pbmc_dom_built_tiny, \"complexes\") tf_rec_by_cluster <- dom_linkages(domino2:::pbmc_dom_built_tiny, \"tf-receptor\", TRUE)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_network_items.html","id":null,"dir":"Reference","previous_headings":"","what":"Access all features, receptors, or ligands present in a signaling network. — dom_network_items","title":"Access all features, receptors, or ligands present in a signaling network. — dom_network_items","text":"function collates features, receptors, ligands found signaling network anywhere list clusters. can useful comparing signaling networks across two separate conditions. order run build_domino() must run object previously.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_network_items.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access all features, receptors, or ligands present in a signaling network. — dom_network_items","text":"","code":"dom_network_items(dom, clusters = NULL, return = NULL)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_network_items.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access all features, receptors, or ligands present in a signaling network. — dom_network_items","text":"dom Domino object containing signaling network (.e. build_domino() run) clusters Vector indicating clusters collate network items . left NULL clusters included. return String indicating collate \"features\", \"receptors\", \"ligands\". \"\" list three returned.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_network_items.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access all features, receptors, or ligands present in a signaling network. — dom_network_items","text":"vector containing features, receptors, ligands data set list containing three.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_network_items.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access all features, receptors, or ligands present in a signaling network. — dom_network_items","text":"","code":"monocyte_receptors <- dom_network_items(domino2:::pbmc_dom_built_tiny, \"CD14_monocyte\", \"receptors\") all_tfs <- dom_network_items(domino2:::pbmc_dom_built_tiny, return = \"features\")"},{"path":"https://FertigLab.github.io/domino2/reference/dom_signaling.html","id":null,"dir":"Reference","previous_headings":"","what":"Access signaling — dom_signaling","title":"Access signaling — dom_signaling","text":"function pull signaling matrices domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_signaling.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access signaling — dom_signaling","text":"","code":"dom_signaling(dom, cluster = NULL)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_signaling.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access signaling — dom_signaling","text":"dom domino object created create_domino() cluster Either NULL indicate global signaling specific cluster ","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_signaling.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access signaling — dom_signaling","text":"data.frame containing signaling score ligand (row) cluster (column) data.frame containing global summed signaling scores receptors (rows) ligands (columns) cluster","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_signaling.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access signaling — dom_signaling","text":"","code":"monocyte_signaling <- dom_signaling(domino2:::pbmc_dom_built_tiny, cluster = \"CD14_monocyte\")"},{"path":"https://FertigLab.github.io/domino2/reference/dom_tf_activation.html","id":null,"dir":"Reference","previous_headings":"","what":"Access transcription factor activation — dom_tf_activation","title":"Access transcription factor activation — dom_tf_activation","text":"function pull transcription factor activation scores domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_tf_activation.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access transcription factor activation — dom_tf_activation","text":"","code":"dom_tf_activation(dom)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_tf_activation.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access transcription factor activation — dom_tf_activation","text":"dom domino object created create_domino()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_tf_activation.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access transcription factor activation — dom_tf_activation","text":"matrix containing transcription factor activation scores feature (row) cell (column)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_tf_activation.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access transcription factor activation — dom_tf_activation","text":"","code":"tf_activation <- dom_tf_activation(domino2:::pbmc_dom_built_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_zscores.html","id":null,"dir":"Reference","previous_headings":"","what":"Access z-scores — dom_zscores","title":"Access z-scores — dom_zscores","text":"function pull z-scored expression domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_zscores.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Access z-scores — dom_zscores","text":"","code":"dom_zscores(dom)"},{"path":"https://FertigLab.github.io/domino2/reference/dom_zscores.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Access z-scores — dom_zscores","text":"dom domino object created create_domino()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_zscores.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Access z-scores — dom_zscores","text":"matrix containing z-scored gene expression values gene (row) cell (column)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/dom_zscores.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Access z-scores — dom_zscores","text":"","code":"zscores <- dom_zscores(domino2:::pbmc_dom_built_tiny)"},{"path":"https://FertigLab.github.io/domino2/reference/domino-class.html","id":null,"dir":"Reference","previous_headings":"","what":"The domino Class — domino-class","title":"The domino Class — domino-class","text":"domino class contains information necessary calculate receptor-ligand signaling. contains z-scored expression, cell cluster labels, feature values, referenced receptor-ligand database formatted receptor-ligand map. Calculated intermediate values also stored.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/domino-class.html","id":"slots","dir":"Reference","previous_headings":"","what":"Slots","title":"The domino Class — domino-class","text":"db_info List data sets lr database. counts Raw count gene expression data z_scores Matrix z-scored expression data cells columns clusters Named factor cluster identity cell features Matrix features correlate receptor-ligand expression . Cells columns features rows. cor Correlation matrix receptor expression features. linkages List lists containing info linking cluster->tf->rec->lig clust_de Data frame containing differential expression results features cluster. misc List miscellaneous info pertaining run parameters etc. cl_signaling_matrices Incoming signaling matrix cluster signaling Signaling matrix clusters.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/feat_heatmap.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a heatmap of features organized by cluster — feat_heatmap","title":"Create a heatmap of features organized by cluster — feat_heatmap","text":"Creates heatmap feature expression (typically transcription factor activation scores) cells organized cluster.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/feat_heatmap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a heatmap of features organized by cluster — feat_heatmap","text":"","code":"feat_heatmap(   dom,   feats = NULL,   bool = FALSE,   bool_thresh = 0.2,   title = TRUE,   norm = FALSE,   cols = NULL,   ann_cols = TRUE,   min_thresh = NULL,   max_thresh = NULL,   ... )"},{"path":"https://FertigLab.github.io/domino2/reference/feat_heatmap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a heatmap of features organized by cluster — feat_heatmap","text":"dom Domino object network built (build_domino()) feats Either vector features include heatmap '' features. left NULL features selected signaling network shown. bool Boolean indicating whether heatmap continuous boolean. boolean bool_thresh used determine define activity positive negative. bool_thresh Numeric indicating threshold separating '' '' feature activity making boolean heatmap. title Either string use title boolean describing whether include title. order pass 'main' parameter  ComplexHeatmap::Heatmap()  must set title FALSE. norm Boolean indicating whether normalize transcrption factors max value. cols Named vector colors annotate cells cluster color. Values taken colors names cluster. left NULL default ggplot colors generated. ann_cols Boolean indicating whether include cell cluster column annotation. Colors can defined cols. FALSE custom annotations can passed NMF. min_thresh Minimum threshold color scaling boolean heatmap max_thresh Maximum threshold color scaling boolean heatmap ... parameters pass  ComplexHeatmap::Heatmap() . Note use 'main' parameter  ComplexHeatmap::Heatmap()  must set title = FALSE use 'annCol' 'annColors' ann_cols must FALSE.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/feat_heatmap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a heatmap of features organized by cluster — feat_heatmap","text":"Heatmap rendered active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/feat_heatmap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a heatmap of features organized by cluster — feat_heatmap","text":"","code":"# basic usage feat_heatmap(domino2:::pbmc_dom_built_tiny)   # using thresholds feat_heatmap(     domino2:::pbmc_dom_built_tiny,     min_thresh = 0.1,     max_thresh = 0.6, norm = TRUE, bool = FALSE ) #> Warning: You are using norm with min_thresh and max_thresh. Note that values will be thresholded AFTER normalization."},{"path":"https://FertigLab.github.io/domino2/reference/gene_network.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a gene association network — gene_network","title":"Create a gene association network — gene_network","text":"Create gene association network genes given cluster. selected cluster acts receptor gene association network, ligands, receptors, features associated receptor cluster included plot.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/gene_network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a gene association network — gene_network","text":"","code":"gene_network(   dom,   clust = NULL,   OutgoingSignalingClust = NULL,   class_cols = c(lig = \"#FF685F\", rec = \"#47a7ff\", feat = \"#39C740\"),   cols = NULL,   lig_scale = 1,   layout = \"grid\",   ... )"},{"path":"https://FertigLab.github.io/domino2/reference/gene_network.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a gene association network — gene_network","text":"dom Domino object network built (build_domino()) clust Receptor cluster create gene association network . vector clusters may provided. OutgoingSignalingClust Vector clusters plot outgoing signaling class_cols Named vector colors used color classes vertices. Values must colors names must classes ('rec', 'lig', 'feat' receptors, ligands, features.). cols Named vector colors individual genes. Genes included vector colored according class_cols. lig_scale FALSE numeric value scale size ligand vertices based z-scored expression data set. layout Type layout use. Options 'grid', 'random', 'sphere', 'circle', 'fr' Fruchterman-Reingold force directed layout, 'kk' Kamada Kawai directed layout. ... parameters pass plot() igraph object. See igraph manual options.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/gene_network.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a gene association network — gene_network","text":"igraph rendered active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/gene_network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a gene association network — gene_network","text":"","code":"# basic usage gene_network(     domino2:::pbmc_dom_built_tiny,     clust = \"CD8_T_cell\",     OutgoingSignalingClust = \"CD14_monocyte\" )"},{"path":"https://FertigLab.github.io/domino2/reference/ggplot_col_gen.html","id":null,"dir":"Reference","previous_headings":"","what":"Generate ggplot colors — ggplot_col_gen","title":"Generate ggplot colors — ggplot_col_gen","text":"Accepts number colors generate generates ggplot color spectrum.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/ggplot_col_gen.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Generate ggplot colors — ggplot_col_gen","text":"","code":"ggplot_col_gen(n)"},{"path":"https://FertigLab.github.io/domino2/reference/ggplot_col_gen.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Generate ggplot colors — ggplot_col_gen","text":"n Number colors generate","code":""},{"path":"https://FertigLab.github.io/domino2/reference/ggplot_col_gen.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Generate ggplot colors — ggplot_col_gen","text":"vector colors according ggplot color generation.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/incoming_signaling_heatmap.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a cluster incoming signaling heatmap — incoming_signaling_heatmap","title":"Create a cluster incoming signaling heatmap — incoming_signaling_heatmap","text":"Creates heatmap cluster incoming signaling matrix. cluster list ligands capable activating enriched transcription factors. function creates heatmap cluster average expression ligands. list cluster incoming signaling matrices can found cl_signaling_matrices slot domino option alternative plotting function.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/incoming_signaling_heatmap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a cluster incoming signaling heatmap — incoming_signaling_heatmap","text":"","code":"incoming_signaling_heatmap(   dom,   rec_clust,   clusts = NULL,   min_thresh = -Inf,   max_thresh = Inf,   scale = \"none\",   normalize = \"none\",   title = TRUE,   ... )"},{"path":"https://FertigLab.github.io/domino2/reference/incoming_signaling_heatmap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a cluster incoming signaling heatmap — incoming_signaling_heatmap","text":"dom Domino object network built (build_domino()) rec_clust cluster select receptor. Must match naming clusters domino object. clusts Vector clusters included. NULL clusters used. min_thresh Minimum signaling threshold plotting. Defaults -Inf threshold. max_thresh Maximum signaling threshold plotting. Defaults Inf threshold. scale scale values (thresholding). Options 'none', 'sqrt' square root, 'log' log10. normalize Options normalize matrix. Accepted inputs 'none' normalization, 'rec_norm' normalize maximum value receptor cluster, 'lig_norm' normalize maximum value within ligand cluster title Either string use title boolean describing whether include title. order pass 'main' parameter  ComplexHeatmap::Heatmap()  must set title FALSE. ... parameters pass  ComplexHeatmap::Heatmap(). Note use 'column_title' parameter  ComplexHeatmap::Heatmap()  must set title = FALSE","code":""},{"path":"https://FertigLab.github.io/domino2/reference/incoming_signaling_heatmap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a cluster incoming signaling heatmap — incoming_signaling_heatmap","text":"Heatmap rendered active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/incoming_signaling_heatmap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a cluster incoming signaling heatmap — incoming_signaling_heatmap","text":"","code":"# incoming signaling of the CD8  T cells incoming_signaling_heatmap(domino2:::pbmc_dom_built_tiny, \"CD8_T_cell\")"},{"path":"https://FertigLab.github.io/domino2/reference/lc.html","id":null,"dir":"Reference","previous_headings":"","what":"Pulls all items from a list pooled into a single vector — lc","title":"Pulls all items from a list pooled into a single vector — lc","text":"Helper function convert nested series lists single vector.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/lc.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Pulls all items from a list pooled into a single vector — lc","text":"","code":"lc(list, list_names)"},{"path":"https://FertigLab.github.io/domino2/reference/lc.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Pulls all items from a list pooled into a single vector — lc","text":"list List pull items list_names Names items list pool","code":""},{"path":"https://FertigLab.github.io/domino2/reference/lc.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Pulls all items from a list pooled into a single vector — lc","text":"vector contaning items list list_names","code":""},{"path":"https://FertigLab.github.io/domino2/reference/linkage_summary-class.html","id":null,"dir":"Reference","previous_headings":"","what":"The domino linkage summary class — linkage_summary-class","title":"The domino linkage summary class — linkage_summary-class","text":"linkage summary class contains linkages established multiple domino objects gene regulatory network inference reference receptor- ligand data bases. data frame summarizing meta features describe domino objects compared linkage summary facilitates comparisons established linkages differential signaling interactions across categorical sample covariates.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/linkage_summary-class.html","id":"slots","dir":"Reference","previous_headings":"","what":"Slots","title":"The domino linkage summary class — linkage_summary-class","text":"subject_names unique names domino result included summary subject_meta data.frame row describing one subject columns describing features subjects draw comparisons signaling networks subject_linkages nested list linkages inferred subject. Lists stored heirarchical structure subject-cluster-linkage linkages include transcription factors (tfs), linkages transcription factors receptors (tfs_rec), active receptors (rec), possible receptor-ligand interactions (rec_lig), incoming ligands (incoming_lig)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/mean_ligand_expression.html","id":null,"dir":"Reference","previous_headings":"","what":"Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression","title":"Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression","text":"Creates data frame mean ligand expression use plotting circos plot ligand expression saving tables mean expression.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/mean_ligand_expression.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression","text":"","code":"mean_ligand_expression(x, ligands, cell_ident, cell_barcodes, destination)"},{"path":"https://FertigLab.github.io/domino2/reference/mean_ligand_expression.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression","text":"x Gene cell expression matrix ligands Character vector ligand genes quantified cell_ident Vector cell type (identity) names calculate mean ligand gene expression cell_barcodes Vector cell barcodes (colnames x) belonging cell_ident calculate mean expression across destination Name receptor ligand interacts","code":""},{"path":"https://FertigLab.github.io/domino2/reference/mean_ligand_expression.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression","text":"data frame ligand expression targeting specified receptor","code":""},{"path":"https://FertigLab.github.io/domino2/reference/mean_ligand_expression.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression","text":"","code":"counts <- dom_counts(domino2:::pbmc_dom_built_tiny) mean_exp <- mean_ligand_expression(counts,     ligands = c(\"PTPRC\", \"FASLG\"), cell_ident = \"CD14_monocyte\",     cell_barcodes = colnames(counts), destination = \"FAS\" )"},{"path":"https://FertigLab.github.io/domino2/reference/pbmc.html","id":null,"dir":"Reference","previous_headings":"","what":"PBMC3K single cell RNA sequencing data — pbmc","title":"PBMC3K single cell RNA sequencing data — pbmc","text":"small example single cell data set 10x genomcs","code":""},{"path":"https://FertigLab.github.io/domino2/reference/pbmc.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"PBMC3K single cell RNA sequencing data — pbmc","text":"","code":"pbmc"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/reference/pbmc.html","id":"pbmc","dir":"Reference","previous_headings":"","what":"pbmc","title":"PBMC3K single cell RNA sequencing data — pbmc","text":"Seurat object preliminary analysis, including normalization, scaling, PCA, UMAP, clustering, cluster annotation","code":""},{"path":"https://FertigLab.github.io/domino2/reference/pbmc.html","id":"source","dir":"Reference","previous_headings":"","what":"Source","title":"PBMC3K single cell RNA sequencing data — pbmc","text":"https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz","code":""},{"path":"https://FertigLab.github.io/domino2/reference/pbmc_dom.html","id":null,"dir":"Reference","previous_headings":"","what":"Example domino object from pbmc3k data — pbmc_dom","title":"Example domino object from pbmc3k data — pbmc_dom","text":"small example single cell data set 10x Genomics preliminary analysis, including normalization, scaling, PCA, UMAP, clustering, cluster annotation used example domino2 analysis.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/pbmc_dom.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Example domino object from pbmc3k data — pbmc_dom","text":"","code":"data(pbmc_dom)"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/reference/pbmc_dom.html","id":"pbmc-dom","dir":"Reference","previous_headings":"","what":"pbmc_dom","title":"Example domino object from pbmc3k data — pbmc_dom","text":"domino object based 10x Genomics pbmc3k data set serves example tutorials can also used explore object structure functionality.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/plot_differential_linkages.html","id":null,"dir":"Reference","previous_headings":"","what":"Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages","title":"Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages","text":"Plot differential linkages among domino results ranked comparative statistic","code":""},{"path":"https://FertigLab.github.io/domino2/reference/plot_differential_linkages.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages","text":"","code":"plot_differential_linkages(   differential_linkages,   test_statistic,   stat_range = c(0, 1),   stat_ranking = c(\"ascending\", \"descending\"),   group_palette = NULL )"},{"path":"https://FertigLab.github.io/domino2/reference/plot_differential_linkages.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages","text":"differential_linkages data.frame output test_differential_linkages function test_statistic column name differential_linkages test statistic used ranking linkages stored (ex. 'p.value') stat_range two value vector minimum maximum values test_statistic plotting linkage features stat_ranking 'ascending' (lowest value test statisic colored red plotted top) 'descending' (highest value test statistic colored red plotted top). group_palette named vector colors use group compared","code":""},{"path":"https://FertigLab.github.io/domino2/reference/plot_differential_linkages.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages","text":"Heatmap-class object features ranked test_statistic annotated proportion subjects showed active linkage features.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/plot_differential_linkages.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages","text":"","code":"if (FALSE) { plot_differential_linkages(     differential_linkages = diff_linkages_tiny,     test_statistic = \"p.value\",     stat_ranking = \"ascending\" ) }"},{"path":"https://FertigLab.github.io/domino2/reference/print-domino-method.html","id":null,"dir":"Reference","previous_headings":"","what":"Print domino object — print,domino-method","title":"Print domino object — print,domino-method","text":"Prints summary domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/print-domino-method.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Print domino object — print,domino-method","text":"","code":"# S4 method for domino print(x, ...)"},{"path":"https://FertigLab.github.io/domino2/reference/print-domino-method.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Print domino object — print,domino-method","text":"x Domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/print-domino-method.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Print domino object — print,domino-method","text":"printed description number cell clusters object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/print-domino-method.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Print domino object — print,domino-method","text":"","code":"print(domino2:::pbmc_dom_built_tiny) #> A domino object of 360 cells #> Built with signaling between 3 clusters"},{"path":"https://FertigLab.github.io/domino2/reference/rename_clusters.html","id":null,"dir":"Reference","previous_headings":"","what":"Renames clusters in a domino object — rename_clusters","title":"Renames clusters in a domino object — rename_clusters","text":"function reads receptor ligand signaling database, cell level features kind (ie. output pySCENIC), z-scored single cell data, cluster id single cell data, calculates correlation matrix receptors features (transcription factor module scores using pySCENIC), finds features enriched cluster. return domino object prepared build_domino(), calculate signaling network.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/rename_clusters.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Renames clusters in a domino object — rename_clusters","text":"","code":"rename_clusters(dom, clust_conv)"},{"path":"https://FertigLab.github.io/domino2/reference/rename_clusters.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Renames clusters in a domino object — rename_clusters","text":"dom Domino object rename clusters clust_conv Named vector conversions old new clusters. Values taken new clusters IDs names old cluster IDs.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/rename_clusters.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Renames clusters in a domino object — rename_clusters","text":"domino object clusters renamed applicable slots.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/rename_clusters.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Renames clusters in a domino object — rename_clusters","text":"","code":"new_clust <- c(     \"CD8_T_cell\" = \"CD8+ T Cells\",     \"CD14_monocyte\" = \"CD14+ Monocytes\", \"B_cell\" = \"B Cells\" ) pbmc_dom_built_tiny <- rename_clusters(domino2:::pbmc_dom_built_tiny, new_clust)"},{"path":"https://FertigLab.github.io/domino2/reference/show-domino-method.html","id":null,"dir":"Reference","previous_headings":"","what":"Show domino object information — show,domino-method","title":"Show domino object information — show,domino-method","text":"Shows content overview domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/show-domino-method.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Show domino object information — show,domino-method","text":"","code":"# S4 method for domino show(object)"},{"path":"https://FertigLab.github.io/domino2/reference/show-domino-method.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Show domino object information — show,domino-method","text":"object Domino object","code":""},{"path":"https://FertigLab.github.io/domino2/reference/show-domino-method.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Show domino object information — show,domino-method","text":"printed description number cells domino object build status","code":""},{"path":"https://FertigLab.github.io/domino2/reference/show-domino-method.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Show domino object information — show,domino-method","text":"","code":"domino2:::pbmc_dom_built_tiny #> A domino object of 360 cells #> Built with signaling between 3 clusters  show(domino2:::pbmc_dom_built_tiny) #> A domino object of 360 cells #> Built with signaling between 3 clusters"},{"path":"https://FertigLab.github.io/domino2/reference/signaling_heatmap.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a network heatmap — signaling_heatmap","title":"Create a network heatmap — signaling_heatmap","text":"Creates heatmap signaling network. Alternatively, network matrix can accessed directly signaling slot domino object.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/signaling_heatmap.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a network heatmap — signaling_heatmap","text":"","code":"signaling_heatmap(   dom,   clusts = NULL,   min_thresh = -Inf,   max_thresh = Inf,   scale = \"none\",   normalize = \"none\",   ... )"},{"path":"https://FertigLab.github.io/domino2/reference/signaling_heatmap.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a network heatmap — signaling_heatmap","text":"dom Domino object network built (build_domino()) clusts Vector clusters included. NULL clusters used. min_thresh Minimum signaling threshold plotting. Defaults -Inf threshold. max_thresh Maximum signaling threshold plotting. Defaults Inf threshold. scale scale values (thresholding). Options 'none', 'sqrt' square root, 'log' log10. normalize Options normalize matrix. Normalization done thresholding scaling. Accepted inputs 'none' normalization, 'rec_norm' normalize maximum value receptor cluster, 'lig_norm' normalize maximum value within ligand cluster ... parameters pass  ComplexHeatmap::Heatmap()","code":""},{"path":"https://FertigLab.github.io/domino2/reference/signaling_heatmap.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a network heatmap — signaling_heatmap","text":"Heatmap rendered active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/signaling_heatmap.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a network heatmap — signaling_heatmap","text":"","code":"# basic usage signaling_heatmap(domino2:::pbmc_dom_built_tiny)  # scale signaling_heatmap(domino2:::pbmc_dom_built_tiny, scale = \"sqrt\")  # normalize signaling_heatmap(domino2:::pbmc_dom_built_tiny, normalize = \"rec_norm\")"},{"path":"https://FertigLab.github.io/domino2/reference/signaling_network.html","id":null,"dir":"Reference","previous_headings":"","what":"Create a cluster to cluster signaling network diagram — signaling_network","title":"Create a cluster to cluster signaling network diagram — signaling_network","text":"Creates network diagram signaling clusters. Nodes clusters directed edges indicate signaling one cluster another. Edges colored based color scheme ligand expressing cluster.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/signaling_network.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Create a cluster to cluster signaling network diagram — signaling_network","text":"","code":"signaling_network(   dom,   cols = NULL,   edge_weight = 0.3,   clusts = NULL,   showOutgoingSignalingClusts = NULL,   showIncomingSignalingClusts = NULL,   min_thresh = -Inf,   max_thresh = Inf,   normalize = \"none\",   scale = \"sq\",   layout = \"circle\",   scale_by = \"rec_sig\",   vert_scale = 3,   plot_title = NULL,   ... )"},{"path":"https://FertigLab.github.io/domino2/reference/signaling_network.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Create a cluster to cluster signaling network diagram — signaling_network","text":"dom Domino object network built (build_domino()) cols Named vector indicating colors clusters. Values colors names must match clusters domino object. left NULL ggplot colors generated clusters. edge_weight Weight determining thickness edges plot. Signaling values multiplied value. clusts Vector clusters included network plot. showOutgoingSignalingClusts Vector clusters plot outgoing signaling showIncomingSignalingClusts Vector clusters plot incoming signaling min_thresh Minimum signaling threshold. Values lower threshold set threshold. Defaults -Inf threshold. max_thresh Maximum signaling threshold plotting. Values higher threshold set threshold. Defaults Inf threshold. normalize Options normalize signaling matrix. Accepted inputs 'none' normalization, 'rec_norm' normalize maximum value receptor cluster, 'lig_norm' normalize maximum value within ligand cluster scale scale values (thresholding). Options 'none', 'sqrt' square root, 'log' log10, 'sq' square. layout Type layout use. Options 'random', 'sphere', 'circle', 'fr' Fruchterman-Reingold force directed layout, 'kk' Kamada Kawai directed layout. scale_by size vertices. Options 'lig_sig' summed outgoing signaling, 'rec_sig' summed incoming signaling, 'none'. former two cases values scaled asinh summing incoming outgoing signaling. vert_scale Integer used scale size vertices without variable scaling size_verts_by. plot_title Text plot's title. ... parameters passed plot used {igraph} object.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/signaling_network.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Create a cluster to cluster signaling network diagram — signaling_network","text":"igraph rendered active graphics device","code":""},{"path":"https://FertigLab.github.io/domino2/reference/signaling_network.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Create a cluster to cluster signaling network diagram — signaling_network","text":"","code":"# basic usage signaling_network(domino2:::pbmc_dom_built_tiny)  # scaling, thresholds, layouts, selecting clusters signaling_network(     domino2:::pbmc_dom_built_tiny,     showOutgoingSignalingClusts = \"CD14_monocyte\",     scale = \"none\", norm = \"none\", layout = \"fr\", scale_by = \"none\",     vert_scale = 5 )"},{"path":"https://FertigLab.github.io/domino2/reference/summarize_linkages.html","id":null,"dir":"Reference","previous_headings":"","what":"Summarize linkages from multiple domino objects — summarize_linkages","title":"Summarize linkages from multiple domino objects — summarize_linkages","text":"Creates linkage_summary object storing linkages learned different domino objects nested lists facilitate comparisons networks learned domino across subject covariates.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/summarize_linkages.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Summarize linkages from multiple domino objects — summarize_linkages","text":"","code":"summarize_linkages(domino_results, subject_meta, subject_names = NULL)"},{"path":"https://FertigLab.github.io/domino2/reference/summarize_linkages.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Summarize linkages from multiple domino objects — summarize_linkages","text":"domino_results list domino result one domino object per subject. Names list must match subject_names. subject_meta dataframe includes subject features objects grouped. first column must subject names subject_names vector subject names domino_results. NULL, defaults first column subject_meta.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/summarize_linkages.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Summarize linkages from multiple domino objects — summarize_linkages","text":"linkage summary class object consisting nested lists active transcription factors, active receptors, incoming ligands cluster across multiple domino results.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/summarize_linkages.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Summarize linkages from multiple domino objects — summarize_linkages","text":"","code":"if (FALSE) { meta_df <- data.frame(\"ID\" = c(\"P1\", \"P2\"), \"group\" = c(\"A\", \"B\")) dom_ls <- list(\"P1\" = dom1, \"P2\" = dom2) summarize_linkages(     domino_results = dom_ls, subject_meta = meta_df,     subject_names = meta_df$ID ) }"},{"path":"https://FertigLab.github.io/domino2/reference/table_convert_genes.html","id":null,"dir":"Reference","previous_headings":"","what":"Convert Genes Using Table — table_convert_genes","title":"Convert Genes Using Table — table_convert_genes","text":"Takes vector gene inputs conversion table returns converted gene table","code":""},{"path":"https://FertigLab.github.io/domino2/reference/table_convert_genes.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Convert Genes Using Table — table_convert_genes","text":"","code":"table_convert_genes(genes, from, to, conversion_table)"},{"path":"https://FertigLab.github.io/domino2/reference/table_convert_genes.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Convert Genes Using Table — table_convert_genes","text":"genes genes convert. Gene symbol type input (ENSG, ENSMUSG, HGNC, MGI) Desired gene symbol type output (HGNC, MGI) conversion_table data.frame column names corresponding gene symbol types (mm.ens, hs.ens, mgi, hgnc) rows corresponding gene symbols ","code":""},{"path":"https://FertigLab.github.io/domino2/reference/table_convert_genes.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Convert Genes Using Table — table_convert_genes","text":"Data frame genes original corresponding converted symbols","code":""},{"path":"https://FertigLab.github.io/domino2/reference/test_differential_linkages.html","id":null,"dir":"Reference","previous_headings":"","what":"Statistical test for differential linkages across multiple domino results — test_differential_linkages","title":"Statistical test for differential linkages across multiple domino results — test_differential_linkages","text":"Statistical test differential linkages across multiple domino results","code":""},{"path":"https://FertigLab.github.io/domino2/reference/test_differential_linkages.html","id":"ref-usage","dir":"Reference","previous_headings":"","what":"Usage","title":"Statistical test for differential linkages across multiple domino results — test_differential_linkages","text":"","code":"test_differential_linkages(   linkage_summary,   cluster,   group.by,   linkage = \"rec_lig\",   subject_names = NULL,   test_name = \"fishers.exact\" )"},{"path":"https://FertigLab.github.io/domino2/reference/test_differential_linkages.html","id":"arguments","dir":"Reference","previous_headings":"","what":"Arguments","title":"Statistical test for differential linkages across multiple domino results — test_differential_linkages","text":"linkage_summary linkage_summary object cluster name cell cluster compared across multiple domino results group.name column linkage_summary\\@subject_meta group subjects counting. linkage stored linkage domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig') subject_names vector subject_names linkage_summary compared. NULL, subject_names linkage summary included counting. test_name statistical test used comparison. 'fishers.exact' : Fisher's exact test dependence proportion subjects active linkage cluster group subject belongs group.variable. Provides odds ratio, p-value, Benjamini-Hochberg FDR-adjusted p-value (p.adj) linkage tested.","code":""},{"path":"https://FertigLab.github.io/domino2/reference/test_differential_linkages.html","id":"value","dir":"Reference","previous_headings":"","what":"Value","title":"Statistical test for differential linkages across multiple domino results — test_differential_linkages","text":"data frame results test differential linkages. Rows correspond linkage tested. Columns correspond : 'cluster' : name cell cluster compared 'linkage' : type linkage compared 'group.' : grouping variable 'test_name' : test used comparison 'feature' : individual linkages compared 'test statistics' : test statistics provided based test method. 'fishers.exact' provides odds ratio, p-value, fdr-adjusted p-value. 'total_count' : total number subjects linkage active 'X_count' : number subjects category group.(X) linkage active 'total_n' : number total subjects compared 'X_n' : total number subjects category group.(X)","code":""},{"path":"https://FertigLab.github.io/domino2/reference/test_differential_linkages.html","id":"ref-examples","dir":"Reference","previous_headings":"","what":"Examples","title":"Statistical test for differential linkages across multiple domino results — test_differential_linkages","text":"","code":"if (FALSE) { test_differential_linkages(     linkage_summary = linkage_ls, cluster = \"CD8_T_cell\",     group.by = \"group\", linkage = \"rec_lig\", test_name = \"fishers.exact\" ) }"},{"path":[]},{"path":"https://FertigLab.github.io/domino2/news/index.html","id":"linkage-functions-0-2-2","dir":"Changelog","previous_headings":"","what":"Linkage functions","title":"domino2 v0.2.2","text":"Addition new class summarize linkages objects Addition helper functions count linkages compare objects Plotting function differential linkages","code":""},{"path":"https://FertigLab.github.io/domino2/news/index.html","id":"package-structure-0-2-2","dir":"Changelog","previous_headings":"","what":"Package structure","title":"domino2 v0.2.2","text":"Adjustments made meet BioConductor standards","code":""},{"path":[]},{"path":"https://FertigLab.github.io/domino2/news/index.html","id":"updates-to-domino-object-construction-0-2-1","dir":"Changelog","previous_headings":"","what":"Updates to domino object construction","title":"domino2 v0.2.1","text":"Uniform formats inputs receptor-ligand interaction databases, transcription factor activity features, regulon gene lists operability alternative databases transcription factor activation inference methods Helper functions reformatting pySCENIC outputs CellPhoneDB database files domino-readable uniform formats Assessment transcription factor linkage receptors function heteromeric complex based correlation transcription factor activity receptor component genes Assessment complex ligand expression mean component gene expression plotting functions Minimum threshold percentage cells cluster expressing receptor gene receptor called active within cluster Additional linkage slots active receptors cluster, transcription factor-receptor linkages cluster, incoming ligands active receptors cluster","code":""},{"path":"https://FertigLab.github.io/domino2/news/index.html","id":"plotting-functions-0-2-1","dir":"Changelog","previous_headings":"","what":"Plotting functions","title":"domino2 v0.2.1","text":"Chord plot ligand expression targeting specified receptor chord widths correspond quantity ligand expression cell cluster Signaling networks showing outgoing signaling specified cell clusters Gene networks two cell clusters","code":""},{"path":"https://FertigLab.github.io/domino2/news/index.html","id":"bugfixes-0-2-1","dir":"Changelog","previous_headings":"","what":"Bugfixes","title":"domino2 v0.2.1","text":"Added host option gene ortholog conversions using {biomaRt} access maintained mirrors Transcription factor-target linkages now properly stored receptors transcription factor’s regulon excluded linkage Ligand nodes sizes gene networks correspond quantity ligand expression create_domino() can run without providing regulon list References host GitHub repository updated Elisseeff-Lab","code":""}]
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
deleted file mode 100644
index 952077a6..00000000
--- a/docs/sitemap.xml
+++ /dev/null
@@ -1,171 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
-  <url>
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-  </url>
-  <url>
-    <loc>https://FertigLab.github.io/domino2/reference/create_domino.html</loc>
-  </url>
-  <url>
-    <loc>https://FertigLab.github.io/domino2/reference/create_regulon_list_scenic.html</loc>
-  </url>
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-    <loc>https://FertigLab.github.io/domino2/reference/create_rl_map_cellphonedb.html</loc>
-  </url>
-  <url>
-    <loc>https://FertigLab.github.io/domino2/reference/do_norm.html</loc>
-  </url>
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-  </url>
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-    <loc>https://FertigLab.github.io/domino2/reference/dom_correlations.html</loc>
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diff --git a/index.Rmd b/index.Rmd
deleted file mode 100644
index b9d6063a..00000000
--- a/index.Rmd
+++ /dev/null
@@ -1,43 +0,0 @@
----
-output: github_document
----
-
-<!-- index.md is generated from index.Rmd. Please edit that file -->
-
-```{r, include = FALSE}
-knitr::opts_chunk$set(
-    collapse = TRUE,
-    comment = "#>",
-    fig.path = "man/figures/README-",
-    out.width = "100%"
-)
-```
-
-## Introducing domino2
-
-domino2 is an updated version of the original [domino](https://github.com/Elisseeff-Lab/domino) R package published in Nature Biomedical Engineering in [Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics](https://doi.org/10.1038/s41551-021-00770-5). domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation and receptor and ligand linkages.
-
-## Installation
-
-domino2 is undergoing active development to improve analysis capabilities and interpretability, so the codebase is subject to change as new features and fixes are implemented. v0.2.2 of domino2 serves as the current stable version during these active updates for reproducible usage (see our [changelog](news/index.html) for more information on changes).
-
-This version is currently hosted on the [FertigLab GitHub](https://github.com/FertigLab) on the [domino2 repository](https://github.com/FertigLab/domino2) forked from the primary repository hosted on the [Elisseeff-Lab GitHub](https://github.com/Elisseeff-Lab/domino), and can be installed using the remotes package.
-
-```{r, eval = FALSE}
-if (!require(remotes)) {
-    install.packages("remotes")
-}
-remotes::install_github("FertigLab/domino2")
-```
-
-## Usage Overview
-
-Here is an overview of how domino2 might be used in analysis of a single cell RNA sequencing data set:
-
-1. Transcription factor activation scores are calculated (we recommend using [pySCENIC](https://pyscenic.readthedocs.io/en/latest/), but other methods can be used as well)
-2. A ligand-receptor database is used to map linkages between ligands and receptors (we recommend using [cellphoneDB](https://www.cellphonedb.org/), but other methods can be used as well).
-3. A domino object is created using counts, z-scored counts, clustering information, and the data from steps 1 and 2.
-4. Parameters such as the maximum number of transcription factors and receptors or the minimum correlation threshold (among others) are used to make a cell communication network
-5. Communication networks can be extracted from within the domino object or visualized using a variety of plotting functions
-
-Please see the [Getting Started](vignette("domino2")) page for an example analysis that includes all of these steps in detail, from downloading and running [pySCENIC](https://pyscenic.readthedocs.io/en/latest/) to building a domino object and visualizing domino results. Other articles include further details on [plotting functions](vignette("plotting_vignette")) and the structure of the [domino object](vignette("domino_object_vignette")).
diff --git a/index.md b/index.md
deleted file mode 100644
index 354a975c..00000000
--- a/index.md
+++ /dev/null
@@ -1,37 +0,0 @@
----
-output: github_document
----
-
-<!-- index.md is generated from index.Rmd. Please edit that file -->
-
-
-
-## Introducing domino2
-
-domino2 is an updated version of the original [domino](https://github.com/Elisseeff-Lab/domino) R package published in Nature Biomedical Engineering in [Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics](https://doi.org/10.1038/s41551-021-00770-5). domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation and receptor and ligand linkages.
-
-## Installation
-
-domino2 is undergoing active development to improve analysis capabilities and interpretability, so the codebase is subject to change as new features and fixes are implemented. v0.2.2 of domino2 serves as the current stable version during these active updates for reproducible usage (see our [changelog](news/index.html) for more information on changes).
-
-This version is currently hosted on the [FertigLab GitHub](https://github.com/FertigLab) on the [domino2 repository](https://github.com/FertigLab/domino2) forked from the primary repository hosted on the [Elisseeff-Lab GitHub](https://github.com/Elisseeff-Lab/domino), and can be installed using the remotes package.
-
-
-```r
-if (!require(remotes)) {
-    install.packages("remotes")
-}
-remotes::install_github("FertigLab/domino2")
-```
-
-## Usage Overview
-
-Here is an overview of how domino2 might be used in analysis of a single cell RNA sequencing data set:
-
-1. Transcription factor activation scores are calculated (we recommend using [pySCENIC](https://pyscenic.readthedocs.io/en/latest/), but other methods can be used as well)
-2. A ligand-receptor database is used to map linkages between ligands and receptors (we recommend using [cellphoneDB](https://www.cellphonedb.org/), but other methods can be used as well).
-3. A domino object is created using counts, z-scored counts, clustering information, and the data from steps 1 and 2.
-4. Parameters such as the maximum number of transcription factors and receptors or the minimum correlation threshold (among others) are used to make a cell communication network
-5. Communication networks can be extracted from within the domino object or visualized using a variety of plotting functions
-
-Please see the [Getting Started](vignette("domino2")) page for an example analysis that includes all of these steps in detail, from downloading and running [pySCENIC](https://pyscenic.readthedocs.io/en/latest/) to building a domino object and visualizing domino results. Other articles include further details on [plotting functions](vignette("plotting_vignette")) and the structure of the [domino object](vignette("domino_object_vignette")).
diff --git a/pkgdown/extra.css b/pkgdown/extra.css
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-.codelabel {
-    border: 1px solid #DFD4EC;
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-    z-index: 100;
-    position: absolute;
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-    padding: 1px;
-    display: inline-block;
-}
-.codelabelspacer {
-    height: 8px;
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+++ /dev/null
@@ -1,10 +0,0 @@
-// add to extra.js
-function addLang( jQuery ) {
-    $("div.sourceCode").each(function(i, v){
-        var lang = $(this).children("pre").attr("class").split(' ').pop()
-        var Lang = lang[0].toUpperCase() + lang.slice(1)
-        $(this).before('<div class="codelabel ' + lang + '">' + Lang + ' code</div>' +
-                        '<div class="codelabelspacer"></div>')
-    })
-}
-$( document ).ready(addLang)
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ze^>h(fz`P-{$`<hwmD@%k!#yY=EIvdMQNTB9lb%a@?w6-b<bRt;eMw@oWphrFM>Jw
zSNt|)RG}-P&|PZBTAhb|Lnp9jZV7Ux_V8`b!e0)TnAlKB&j~?2XPj@U*{zb-z`GL-
z_rVMF0mqV#BQ8!vO@0UBgoE%gi}W`U^p9=ZzNkL<a8k77x+e!gwff0%O`Clp<EX}W
z3l`19{>dr$z6E(*7JLNrj!5;_^zUujcwxW)4k;)NUTM8=cLoIR+#Q9zqDgY_&>q>c
zEmCvt;$rxTikOJM(V)*`O+Pa$MRHwpFL^&<|2ECv_b2W}9(6$TQ~EV)J+<1={Gy}?
z@!IUl_klmqo|CNc&Bjd;60&-k)~FeaGalx<JbMn*cS{|3e@^B5sreHFH*by5_=!0q
zb1dd6+}98n7pJvp*5R3RYTg+YE~$C`mGAFQ88&<V!dZxe{M6?&9%5|3Scr9Q#vVKv
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AHUIzs


From ffff4c66a8bf1d4586b9bb5092b72bdd141cf53f Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Thu, 9 May 2024 15:02:59 -0400
Subject: [PATCH 02/35] listFiles for bioc branch action

The prior approach to listing the files did not return an array to FILES (line 6). The new approach immediately lists all files in relevant directories for the bioconductor branch. Files are checked out one at a time in a for loop. Adds bin/bash to the start of the script.
---
 .github/copy_to_branch.sh | 29 +++++++++++++++++------------
 1 file changed, 17 insertions(+), 12 deletions(-)

diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
index a01815ff..9cd817a8 100755
--- a/.github/copy_to_branch.sh
+++ b/.github/copy_to_branch.sh
@@ -1,15 +1,18 @@
-# Designate desired directories and files
-SRC_FOLDER_PATHS=(data-raw man R tests vignettes)
-SRC_FILE_PATHS=(DESCRIPTION LICENSE NAMESPACE NEWS.md README.md inst/CITATION)
-
-# Get files from directories
-FILES=$(find "${SRC_FOLDER_PATHS[@]}" -type f)
+#!/bin/bash
 
-# Add indicated individual files
-for F in "${SRC_FILE_PATHS[@]}"
-do
-FILES+=" ${F}"
-done
+# Designate desired directories and files
+FILES=(
+'data-raw/'*
+'man/'*
+'R/'*
+'tests/'*
+'vignettes/'*
+'DESCRIPTION'
+'NAMESPACE'
+'NEWS.md'
+'README.md'
+'inst/CITATION'
+)
 
 echo "${FILES[@]}"
 
@@ -22,7 +25,9 @@ git fetch
 git checkout $TARGET_BRANCH
 # copy files from the branch the action is being run upon
 SRC_BRANCH=$(git symbolic-ref --short HEAD)
-git checkout $SRC_BRANCH -- $FILES
+for F in ${FILES}; do
+git checkout $SRC_BRANCH -- ${F}
+done
 # Commit to the repository (ignore if no changes)
 git add -A
 git diff-index --quiet HEAD ||  git commit -am "update files"

From 04cfaf624c26edd8e2b7abe28f6ddf4c52708d33 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Thu, 9 May 2024 15:04:47 -0400
Subject: [PATCH 03/35] action remove bin/bash

---
 .github/copy_to_branch.sh | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
index 9cd817a8..f1dffca4 100755
--- a/.github/copy_to_branch.sh
+++ b/.github/copy_to_branch.sh
@@ -1,5 +1,3 @@
-#!/bin/bash
-
 # Designate desired directories and files
 FILES=(
 'data-raw/'*

From 6a3f7787e9f7057463274aef724477aa4cb88f9c Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Thu, 9 May 2024 15:22:52 -0400
Subject: [PATCH 04/35] specify master and destination branch

---
 .github/copy_to_branch.sh         | 1 -
 .github/workflows/bioc_branch.yml | 3 ++-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
index f1dffca4..068e528c 100755
--- a/.github/copy_to_branch.sh
+++ b/.github/copy_to_branch.sh
@@ -22,7 +22,6 @@ git fetch
 # Checkout target branch                         
 git checkout $TARGET_BRANCH
 # copy files from the branch the action is being run upon
-SRC_BRANCH=$(git symbolic-ref --short HEAD)
 for F in ${FILES}; do
 git checkout $SRC_BRANCH -- ${F}
 done
diff --git a/.github/workflows/bioc_branch.yml b/.github/workflows/bioc_branch.yml
index e169b73e..3ab86b90 100644
--- a/.github/workflows/bioc_branch.yml
+++ b/.github/workflows/bioc_branch.yml
@@ -17,6 +17,7 @@ jobs:
       - uses: actions/checkout@v2
       - name: copy
         env:
-          TARGET_BRANCH: 'master'
+          SRC_BRANCH: 'master'
+          TARGET_BRANCH: 'bioconductor'
         run: .github/copy_to_branch.sh
         shell: bash

From c81d09198213dbf27f98fdc65928a396e08fbb73 Mon Sep 17 00:00:00 2001
From: GitHub Action <action@github.com>
Date: Thu, 9 May 2024 19:23:12 +0000
Subject: [PATCH 05/35] update files

---
 data-raw/example_data_01_annotation.R | 83 +++++++++++++++++++++++++++
 1 file changed, 83 insertions(+)
 create mode 100644 data-raw/example_data_01_annotation.R

diff --git a/data-raw/example_data_01_annotation.R b/data-raw/example_data_01_annotation.R
new file mode 100644
index 00000000..c8a9ef89
--- /dev/null
+++ b/data-raw/example_data_01_annotation.R
@@ -0,0 +1,83 @@
+# example_data_01_annotation
+
+library(DropletUtils)
+library(EnsDb.Hsapiens.v86)
+library(scater)
+library(scran)
+
+temp_dir <- tempdir()
+
+# Preparing SCE object for use in vignettes
+# Data
+pbmc_url <- "https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz"
+pbmc_tar <- paste0(temp_dir, "/pbmc3k_filtered_gene_bc_matrices.tar.gz")
+download.file(url = pbmc_url, destfile = pbmc_tar)
+pbmc_dir <- paste0(temp_dir, "/pbmc3k_filtered_gene_bc_matrices")
+untar(tarfile = pbmc_tar, exdir = pbmc_dir)
+fname <- file.path(pbmc_dir, "/filtered_gene_bc_matrices/hg19")
+
+sce <- read10xCounts(fname, col.names = TRUE)
+rownames(sce) <- uniquifyFeatureNames(rowData(sce)$ID, rowData(sce)$Symbol)
+location <- mapIds(EnsDb.Hsapiens.v86, keys=rowData(sce)$ID, column="SEQNAME", keytype="GENEID")
+
+# QC
+stats <- perCellQCMetrics(sce, subsets=list(Mito=which(location=="MT")))
+high.mito <- isOutlier(stats$subsets_Mito_percent, type="higher")
+
+colData(sce) <- cbind(colData(sce), stats)
+sce$discard <- high.mito
+sce <- sce[,!high.mito]
+
+# Remove features with no expression
+feat_keep <- apply(
+  assay(sce, "counts"), 
+  MARGIN = 1,
+  FUN = function(x) {sum(x) > 0}
+)
+sce <- sce[feat_keep,]
+
+# Normalization
+set.seed(1000)
+clusters <- quickCluster(sce)
+sce <- computeSumFactors(sce, cluster=clusters)
+sce <- logNormCounts(sce)
+
+# Variance modeling
+set.seed(1001)
+dec <- modelGeneVarByPoisson(sce)
+top <- getTopHVGs(dec, prop=0.1)
+
+# Dimensionality reduction
+set.seed(10000)
+sce <- denoisePCA(sce, subset.row=top, technical=dec)
+
+set.seed(100000)
+sce <- runTSNE(sce, dimred="PCA")
+
+set.seed(1000000)
+sce <- runUMAP(sce, dimred="PCA")
+
+# Clustering
+g <- buildSNNGraph(sce, k=10, use.dimred = 'PCA')
+clust <- igraph::cluster_walktrap(g)$membership
+colLabels(sce) <- factor(clust)
+
+#Cell type annotation
+annot <- c(
+  "3" = "naive_CD4_T_cell",
+  "2" = "memory_CD4_T_cell",
+  "1" = "CD8_T_cell",
+  "7" = "CD8_T_cell",
+  "5" = "CD14_monocyte",
+  "6" = "CD14_monocyte",
+  "8" = "B_cell",
+  "4" = "CD16_monocyte",
+  "10" = "NK_cell",
+  "9" = "dendritic_cell",
+  "12" = "Platelet",
+  "11" = "CD8_T_cell"
+)
+
+sce$cell_type <- annot[as.character(sce$label)]
+
+saveRDS(sce, "pbmc3k_sce.rds")

From b348b094821ea15e27af361c20885a4252b293ff Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Thu, 9 May 2024 15:30:24 -0400
Subject: [PATCH 06/35] checkout source branch

---
 .github/copy_to_branch.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
index 068e528c..d0c6d4aa 100755
--- a/.github/copy_to_branch.sh
+++ b/.github/copy_to_branch.sh
@@ -20,7 +20,7 @@ git config --global user.email 'action@github.com'
 # Fetch branches
 git fetch
 # Checkout target branch                         
-git checkout $TARGET_BRANCH
+git checkout $SRC_BRANCH
 # copy files from the branch the action is being run upon
 for F in ${FILES}; do
 git checkout $SRC_BRANCH -- ${F}

From c03af2116723c700e0e095321a975f6634152940 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Thu, 9 May 2024 15:33:08 -0400
Subject: [PATCH 07/35] Revert "checkout source branch"

This reverts commit b348b094821ea15e27af361c20885a4252b293ff.
---
 .github/copy_to_branch.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
index d0c6d4aa..068e528c 100755
--- a/.github/copy_to_branch.sh
+++ b/.github/copy_to_branch.sh
@@ -20,7 +20,7 @@ git config --global user.email 'action@github.com'
 # Fetch branches
 git fetch
 # Checkout target branch                         
-git checkout $SRC_BRANCH
+git checkout $TARGET_BRANCH
 # copy files from the branch the action is being run upon
 for F in ${FILES}; do
 git checkout $SRC_BRANCH -- ${F}

From e95fbbab729a07ae9494c612a122c16bce13d692 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Thu, 9 May 2024 15:36:46 -0400
Subject: [PATCH 08/35] manual update from master

---
 DESCRIPTION                            |  12 +-
 NEWS.md                                |  22 ++-
 R/class_definitions.R                  |   8 +-
 R/convenience_fxns.R                   |  73 +++++---
 R/differential_fxns.R                  |  78 ++++----
 R/import_fxns.R                        | 243 ++++++++++---------------
 R/plot_fxns.R                          |  88 +++++----
 R/processing_fxns.R                    |  12 +-
 R/sysdata.rda                          | Bin 33664 -> 46979 bytes
 R/utils.R                              | 152 ++++++++++++++--
 README.md                              |  20 +-
 data-raw/testdata.R                    | 225 +++++++++++++++++++----
 inst/CITATION                          |   6 +-
 man/add_rl_column.Rd                   |   2 +-
 man/build_domino.Rd                    |   2 +-
 man/circos_ligand_receptor.Rd          |   6 +-
 man/cor_heatmap.Rd                     |   6 +-
 man/cor_scatter.Rd                     |   2 +-
 man/count_linkage.Rd                   |   7 +-
 man/create_domino.Rd                   |  25 ++-
 man/create_regulon_list_scenic.Rd      |   2 +-
 man/create_rl_map_cellphonedb.Rd       |   6 +-
 man/dom_clusters.Rd                    |   4 +-
 man/dom_correlations.Rd                |   6 +-
 man/dom_counts.Rd                      |   2 +-
 man/dom_database.Rd                    |   4 +-
 man/dom_de.Rd                          |   2 +-
 man/dom_info.Rd                        |   2 +-
 man/dom_linkages.Rd                    |   4 +-
 man/dom_network_items.Rd               |   4 +-
 man/dom_signaling.Rd                   |   2 +-
 man/dom_tf_activation.Rd               |   2 +-
 man/dom_zscores.Rd                     |   2 +-
 man/domino-class.Rd                    |   3 +
 man/feat_heatmap.Rd                    |   4 +-
 man/figures/logo.svg                   |   2 +-
 man/gene_network.Rd                    |   2 +-
 man/incoming_signaling_heatmap.Rd      |   2 +-
 man/linkage_summary-class.Rd           |   3 +
 man/mean_ligand_expression.Rd          |   2 +-
 man/plot_differential_linkages.Rd      |   4 +-
 man/print-domino-method.Rd             |   2 +-
 man/rename_clusters.Rd                 |   7 +-
 man/show-domino-method.Rd              |   4 +-
 man/signaling_heatmap.Rd               |   6 +-
 man/signaling_network.Rd               |   6 +-
 man/summarize_linkages.Rd              |   9 +-
 man/test_differential_linkages.Rd      |   8 +-
 tests/testthat.R                       |   4 +-
 tests/testthat/test-convenience_fxns.R |  28 +++
 tests/testthat/test-import_fxns.R      | 104 +++++++++++
 tests/testthat/test-processing_fxns.R  |  14 ++
 tests/testthat/test-utils.R            |  44 +++++
 vignettes/domino_object_vignette.Rmd   |  50 +++--
 vignettes/plotting_vignette.Rmd        |  22 ++-
 55 files changed, 938 insertions(+), 423 deletions(-)
 create mode 100644 tests/testthat/test-convenience_fxns.R
 create mode 100644 tests/testthat/test-processing_fxns.R
 create mode 100644 tests/testthat/test-utils.R

diff --git a/DESCRIPTION b/DESCRIPTION
index 3491466c..372e879b 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
-Package: domino2
+Package: dominoSignal
 Title: Cell Communication Analysis for Single Cell RNA Sequencing
-Version: 0.99.1
+Version: 0.99.2
 Authors@R: c(
     person("Christopher", "Cherry", role = c("aut"), email = "ccherry.6574@gmail.com", comment = c(ORCID = "0000-0002-5481-0055")),
     person("Jacob T", "Mitchell", role = c("aut", "cre"), email = "jmitch81@jhmi.edu", comment = c(ORCID = "0000-0002-5370-9692")),
@@ -11,8 +11,8 @@ Authors@R: c(
     person("Jennifer", "Elisseeff", role = "ctb", email = "jhe@jhu.edu", comment = c(ORCID = "0000-0002-5066-1996"))
     )
 Description: 
-    Domino2 is a package developed to analyze cell signaling through ligand - receptor - transcription factor networks in scRNAseq data. It takes as input information transcriptomic data, requiring counts, z-scored counts, and cluster labels, as well as information on transcription factor activation (such as from SCENIC) and a database of ligand and receptor pairings (such as from cellphoneDB). This package creates an object storing ligand - receptor - transcription factor linkages by cluster and provides several methods for exploring, summarizing, and visualizing the analysis.
-BugReports: https://github.com/FertigLab/domino2/issues
+    dominoSignal is a package developed to analyze cell signaling through ligand - receptor - transcription factor networks in scRNAseq data. It takes as input information transcriptomic data, requiring counts, z-scored counts, and cluster labels, as well as information on transcription factor activation (such as from SCENIC) and a database of ligand and receptor pairings (such as from cellphoneDB). This package creates an object storing ligand - receptor - transcription factor linkages by cluster and provides several methods for exploring, summarizing, and visualizing the analysis.
+BugReports: https://github.com/FertigLab/dominoSignal/issues
 Depends:
     R(>= 4.2.0),
 Imports:
@@ -44,7 +44,9 @@ Suggests:
     Seurat,
     testthat,
     formatR,
-    BiocFileCache
+    BiocFileCache,
+    SingleCellExperiment
 VignetteBuilder: knitr
 Language: en-US
 Roxygen: list(markdown = TRUE)
+URL: https://fertiglab.github.io/dominoSignal/
diff --git a/NEWS.md b/NEWS.md
index 8afceb63..ad565e86 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -1,4 +1,22 @@
-# domino2 v0.2.2
+# dominoSignal v0.99.2
+
+## Package Name
+
+- Update of package name from "domino2" to "dominoSignal"
+
+## Bioconductor Standards
+
+- Update to Vignettes presenting application of the DominoSignal pipeline on data formatted as a SingleCellExperiment object
+- Implemented caching of example data by BiocCache to meet package size limits
+- Removal of depreciated scripts for running SCENIC. Tutorials for running SCENIC are still present in vignettes
+- Corrected BiocCheck notes pertaining to coding practices including paste in conditional statements, functions with dontrun examples, usage of seq_len or seq_along in place of seq, and usage of vapply in place of sapply
+
+
+# dominoSignal v0.99.1
+
+- Update to Bioconductor version numbering conventions for package submission
+
+# dominoSignal v0.2.2
 
 ## Linkage functions
 - Addition of new class to summarize linkages in objects
@@ -8,7 +26,7 @@
 ## Package structure
 - Adjustments made to meet BioConductor standards
 
-# domino2 v0.2.1
+# dominoSignal v0.2.1
 
 ## Updates to domino object construction
 - Uniform formats for inputs of receptor-ligand interaction databases, transcription factor activity features, and regulon gene lists for operability with alternative databases and transcription factor activation inference methods
diff --git a/R/class_definitions.R b/R/class_definitions.R
index 41a19b75..3693abbd 100644
--- a/R/class_definitions.R
+++ b/R/class_definitions.R
@@ -23,6 +23,7 @@ NULL
 #' @name domino-class
 #' @rdname domino-class
 #' @exportClass domino
+#' @return an instance of class `domino `
 #'
 domino <- methods::setClass(
   Class = "domino",
@@ -58,6 +59,7 @@ domino <- methods::setClass(
 #' @name linkage_summary-class
 #' @rdname linkage_summary-class
 #' @exportClass linkage_summary
+#' @return an instance of class `linkage_summary`
 #'
 linkage_summary <- setClass(
   Class = "linkage_summary",
@@ -76,7 +78,7 @@ linkage_summary <- setClass(
 #' @return a printed description of the number of cell clusters in the object
 #' @keywords internal
 #' @examples
-#' print(domino2:::pbmc_dom_built_tiny)
+#' print(dominoSignal:::pbmc_dom_built_tiny)
 #' 
 setMethod("print", "domino", function(x, ...) {
   if (x@misc$build) {
@@ -103,9 +105,9 @@ setMethod("print", "domino", function(x, ...) {
 #' @return a printed description of the number of cells in a domino object and its build status
 #' @keywords internal
 #' @examples
-#' domino2:::pbmc_dom_built_tiny
+#' dominoSignal:::pbmc_dom_built_tiny
 #' 
-#' show(domino2:::pbmc_dom_built_tiny)
+#' show(dominoSignal:::pbmc_dom_built_tiny)
 #' 
 setMethod("show", "domino", function(object) {
   if (object@misc$build) {
diff --git a/R/convenience_fxns.R b/R/convenience_fxns.R
index 841d4bbc..fa75c837 100644
--- a/R/convenience_fxns.R
+++ b/R/convenience_fxns.R
@@ -15,39 +15,64 @@ NULL
 #'
 #' @param dom Domino object to rename clusters in
 #' @param clust_conv Named vector of conversions from old to new clusters. Values are taken as new clusters IDs and names as old cluster IDs.
+#' @param warning Logical. If TRUE, will warn if a cluster is not found in the conversion table. Default is FALSE.
 #' @return A domino object with clusters renamed in all applicable slots.
-#' @keywords internal
 #' @export
 #' @examples 
 #' new_clust <- c("CD8_T_cell" = "CD8+ T Cells",
 #'  "CD14_monocyte" = "CD14+ Monocytes", "B_cell" = "B Cells")
-#' pbmc_dom_built_tiny <- rename_clusters(domino2:::pbmc_dom_built_tiny, new_clust)
+#' pbmc_dom_built_tiny <- rename_clusters(dominoSignal:::pbmc_dom_built_tiny, new_clust)
 #'
-rename_clusters <- function(dom, clust_conv) {
-  if (is.null(dom@clusters)) {
-    stop("There are no clusters in this domino object")
-  }
-  if (dom@misc$create) {
-    dom@clusters <- revalue(dom@clusters, clust_conv)
-    colnames(dom@clust_de) <- clust_conv
-    names(colnames(dom@clust_de)) <- c()
-    colnames(dom@misc$cl_rec_percent) <- clust_conv
-  }
-  if (dom@misc$build) {
-    names(dom@linkages$clust_tf) <- clust_conv
-    names(dom@linkages$clust_rec) <- clust_conv
-    names(dom@linkages$clust_incoming_lig) <- clust_conv
-    names(dom@linkages$clust_tf_rec) <- clust_conv
-    colnames(dom@signaling) <- paste0("L_", clust_conv)
-    rownames(dom@signaling) <- paste0("R_", clust_conv)
-    names(dom@cl_signaling_matrices) <- clust_conv
-    for (cl in clust_conv) {
-      colnames(dom@cl_signaling_matrices[[cl]]) <- paste0("L_", clust_conv)
+rename_clusters <- function(dom, clust_conv, warning = FALSE) {
+    if (is.null(dom@clusters)) {
+        stop("There are no clusters in this domino object")
     }
-  }
-  return(dom)
+    if (dom@misc$create) {
+        dom@clusters <- plyr::revalue(dom@clusters, clust_conv, warn_missing = warning)
+        colnames(dom@clust_de) <- plyr::revalue(colnames(dom@clust_de), clust_conv, warn_missing = warning)
+        names(colnames(dom@clust_de)) <- c()
+        colnames(dom@misc$cl_rec_percent) <- plyr::revalue(colnames(dom@misc$cl_rec_percent),
+            clust_conv,
+            warn_missing = warning
+        )
+    }
+    if (dom@misc$build) {
+        names(dom@linkages$clust_tf) <- plyr::revalue(names(dom@linkages$clust_tf), clust_conv, warn_missing = warning)
+        names(dom@linkages$clust_rec) <- plyr::revalue(names(dom@linkages$clust_rec), clust_conv, warn_missing = warning)
+        names(dom@linkages$clust_incoming_lig) <- plyr::revalue(names(dom@linkages$clust_incoming_lig),
+            clust_conv,
+            warn_missing = warning
+        )
+        names(dom@linkages$clust_tf_rec) <- plyr::revalue(names(dom@linkages$clust_tf_rec),
+            clust_conv,
+            warn_missing = warning
+        )
+        sig_ligands <- colnames(dom@signaling)
+        sig_rec <- rownames(dom@signaling)
+        # Remove L_ prefix
+        sig_ligand_clust <- gsub("^L_", "", sig_ligands)
+        # Remove R_ prefix
+        sig_rec_clust <- gsub("^R_", "", sig_rec)
+        new_lig_clust <- plyr::revalue(sig_ligand_clust, clust_conv, warn_missing = warning)
+        new_rec_clust <- plyr::revalue(sig_rec_clust, clust_conv, warn_missing = warning)
+        colnames(dom@signaling) <- paste0("L_", new_lig_clust)
+        rownames(dom@signaling) <- paste0("R_", new_rec_clust)
+        names(dom@cl_signaling_matrices) <- plyr::revalue(names(dom@cl_signaling_matrices),
+            clust_conv,
+            warn_missing = warning
+        )
+        for (cl in names(dom@cl_signaling_matrices)) {
+            cl_sig_ligands <- colnames(dom@cl_signaling_matrices[[cl]])
+            # Remove L_ prefix
+            cl_sig_lig_clust <- gsub("^L_", "", cl_sig_ligands)
+            cl_sig_lig_new <- plyr::revalue(cl_sig_lig_clust, clust_conv, warn_missing = warning)
+            colnames(dom@cl_signaling_matrices[[cl]]) <- paste0("L_", cl_sig_lig_new)
+        }
+    }
+    return(dom)
 }
 
+
 #' Convert Genes Using Table
 #'
 #' Takes a vector of gene inputs and a conversion table  and returns a 
diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index fe5c4f40..aaafb35c 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -12,13 +12,12 @@ NULL
 #' @return A linkage summary class object consisting of nested lists of the active transcription factors, active receptors, and incoming ligands for each cluster across multiple domino results.
 #' @export
 #' @examples 
-#' \dontrun{
-#' meta_df <- data.frame("ID" = c("P1", "P2"), "group" = c("A", "B"))
-#' dom_ls <- list("P1" = dom1, "P2" = dom2)
+#' dom_ls <- dominoSignal:::dom_ls_tiny
+#' meta_df <- data.frame("ID" = c("dom1", "dom2"), "group" = c("A", "B"))
 #' summarize_linkages(
 #'  domino_results = dom_ls, subject_meta = meta_df, 
-#'  subject_names = meta_df$ID)
-#' }
+#'  subject_names = meta_df$ID
+#')
 #' 
 summarize_linkages <- function(domino_results, subject_meta, subject_names = NULL) {
   if (!is(domino_results, "list")) {
@@ -108,18 +107,18 @@ summarize_linkages <- function(domino_results, subject_meta, subject_names = NUL
 #' @return a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.
 #' @export
 #' @examples
-#' \dontrun{
-#' count_linkage(linkage_summary = linkage_ls, cluster = "CD8_T_cell", 
-#'  group.by = "group", linkage = "rec_lig")
-#' }
+#' count_linkage(
+#'   linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", 
+#'   group.by = "group", linkage = "rec")
 #' 
 count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "rec_lig", subject_names = NULL) {
   if (is.null(subject_names)) {
     subject_names <- linkage_summary@subject_names
   }
-  all_int <- sapply(linkage_summary@subject_linkages, FUN = function(x) {
+  all_int_ls <- lapply(linkage_summary@subject_linkages, FUN = function(x) {
     return(x[[cluster]][[linkage]])
   })
+  all_int <- unlist(all_int_ls)
   feature <- table(unlist(all_int))
   df <- data.frame(feature = names(feature), total_count = as.numeric(feature))
   if (!is.null(group.by)) {
@@ -132,7 +131,7 @@ count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "
       g_subjects <- linkage_summary@subject_meta[g_index, 1]
       int_count <- list()
       for (f in df[["feature"]]) {
-        count <- sapply(g_subjects, function(x) {
+        count <- vapply(g_subjects, FUN.VALUE = logical(1), FUN = function(x) {
           f %in% linkage_summary@subject_linkages[[x]][[cluster]][[linkage]]
         })
         int_count[[f]] <- sum(count)
@@ -170,10 +169,10 @@ count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "
 #' }
 #' @export
 #' @examples
-#' \dontrun{
-#' test_differential_linkages(linkage_summary = linkage_ls, cluster = "CD8_T_cell", 
-#'  group.by = "group", linkage = "rec_lig", test_name = "fishers.exact")
-#' }
+#' test_differential_linkages(
+#'   linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", group.by = "group", 
+#'   linkage = "rec", test_name = "fishers.exact"
+#' )
 #' 
 test_differential_linkages <- function(linkage_summary, cluster, group.by, linkage = "rec_lig", subject_names = NULL,
   test_name = "fishers.exact") {
@@ -200,22 +199,24 @@ test_differential_linkages <- function(linkage_summary, cluster, group.by, linka
   colnames(test_mat) <- c("linkage_present", "linkage_absent")
   test_template <- as.data.frame(test_mat)
   if (test_name == "fishers.exact") {
-    test_result <- as.data.frame(t(sapply(result_df[["feature"]], FUN = function(x) {
-      feat_count <- count_link[count_link[["feature"]] == x, !colnames(count_link) %in% c("feature",
-        "total_count")]
-      feat_count <- sapply(feat_count, as.numeric)
-      # fill contingency table
-      test_df <- test_template
-      test_df[["linkage_present"]] <- feat_count
-      test_df[["linkage_absent"]] <- subject_count[["total"]] - feat_count
-      # conduct test
-      test <- fisher.test(test_df)
-      odds.ratio <- test$estimate
-      p.value <- test$p.value
-      res <- c(odds.ratio, p.value)
-      res <- setNames(res, c("odds.ratio", "p.value"))
-      return(res)
-    })))
+    test_result <- as.data.frame(t(vapply(
+      result_df[["feature"]], FUN.VALUE = numeric(2), FUN = function(x) {
+        feat_count <- count_link[count_link[["feature"]] == x, !colnames(count_link) %in% c("feature",
+          "total_count")]
+        feat_count <- vapply(feat_count, FUN.VALUE = numeric(1), FUN = as.numeric)
+        # fill contingency table
+        test_df <- test_template
+        test_df[["linkage_present"]] <- feat_count
+        test_df[["linkage_absent"]] <- subject_count[["total"]] - feat_count
+        # conduct test
+        test <- fisher.test(test_df)
+        odds.ratio <- test$estimate
+        p.value <- test$p.value
+        res <- c(odds.ratio, p.value)
+        res <- setNames(res, c("odds.ratio", "p.value"))
+        return(res)
+      })
+    ))
     # include fdr-adjusted p-values
     test_result[["p.adj"]] <- p.adjust(p = test_result[["p.value"]], method = "fdr")
   }
@@ -223,13 +224,14 @@ test_differential_linkages <- function(linkage_summary, cluster, group.by, linka
   result_df <- cbind(result_df, test_result)
   # append counts of active linkages for each group
   count_append <- count_link[, !colnames(count_link) == "feature"]
-  colnames(count_append) <- sapply(colnames(count_append), function(x) {
-    if (!grepl("_count$", x)) {
-      return(paste0(x, "_count"))
-    } else {
-      return(x)
-    }
-  })
+  colnames(count_append) <- vapply(
+    colnames(count_append), FUN.VALUE = character(1), FUN = function(x) {
+      if (!grepl("_count$", x)) {
+        return(paste0(x, "_count"))
+      } else {
+        return(x)
+      }
+    })
   result_df <- cbind(result_df, count_append)
   # append total counts of subjects in each group and the total number of subjects
   total_n <- sum(subject_count[["total"]])
diff --git a/R/import_fxns.R b/R/import_fxns.R
index 22357ceb..bf357c24 100644
--- a/R/import_fxns.R
+++ b/R/import_fxns.R
@@ -22,55 +22,29 @@ NULL
 #' @return Data frame where each row describes a possible receptor-ligand interaction
 #' @export create_rl_map_cellphonedb
 #' @examples
-#' rl_map_tiny <- create_rl_map_cellphonedb(genes = domino2:::genes_tiny, 
-#'  proteins = domino2:::proteins_tiny, interactions = domino2:::interactions_tiny, 
-#'  complexes = domino2:::complexes_tiny)
+#' rl_map_tiny <- create_rl_map_cellphonedb(genes = dominoSignal:::genes_tiny, 
+#'  proteins = dominoSignal:::proteins_tiny, interactions = dominoSignal:::interactions_tiny, 
+#'  complexes = dominoSignal:::complexes_tiny)
 #' 
 create_rl_map_cellphonedb <- function(
     genes, proteins, interactions, complexes = NULL, database_name = "CellPhoneDB",
     gene_conv = NULL, gene_conv_host = "https://www.ensembl.org", alternate_convert = FALSE, alternate_convert_table = NULL) {
+
   # Check input structures:
-  stopifnot(`genes argument must be file path or dataframe` = (is(genes, "data.frame") | is(
-    genes,
-    "character"
-  )))
-  stopifnot(`proteins argument must be file path or dataframe` = (is(proteins, "data.frame") | is(
-    proteins,
-    "character"
-  )))
-  stopifnot(`interactions argument must be file path or dataframe` = (is(interactions, "data.frame") |
-    is(interactions, "character")))
-  stopifnot(`complexes argument must be NULL, file path or dataframe` = (is.null(complexes) | is(
-    complexes,
-    "data.frame"
-  ) | is(complexes, "character")))
-  stopifnot(`Database name must be a string` = is(database_name, "character") & length(database_name) ==
-    1)
-  stopifnot(`Gene conversion must be NULL or a character vector with 2 items` = (is.null(gene_conv) |
-    (is(gene_conv, "character") & length(gene_conv) == 2)))
-  stopifnot(`Gene conversion host must be a string` = is(gene_conv_host, "character") & length(gene_conv_host) ==
-    1)
-  stopifnot(`Alternate conversion argument (not recommended) must be TRUE or FALSE` = is(
-    alternate_convert,
-    "logical"
-  ))
-  if (alternate_convert & is.null(alternate_convert_table)) {
-    stop("If using alternate conversion table (not recommended), a table must be provided")
-  }
+  check_arg(genes, c("character", "data.frame"))
+  check_arg(proteins, c("character", "data.frame"))
+  check_arg(interactions, c("character", "data.frame"))
+  check_arg(complexes, c("character", "data.frame", "NULL"))
+  check_arg(database_name, c("character"), allow_len = c(1))
+  check_arg(gene_conv, c("NULL", "character"), allow_len = c(0, 2))
+  check_arg(gene_conv_host, c("character"), allow_len = c(1))
 
   # Read in files if needed:
-  if (is(genes, "character")) {
-    genes <- read.csv(genes, stringsAsFactors = FALSE)
-  }
-  if (is(proteins, "character")) {
-    proteins <- read.csv(proteins, stringsAsFactors = FALSE)
-  }
-  if (is(interactions, "character")) {
-    interactions <- read.csv(interactions, stringsAsFactors = FALSE)
-  }
-  if (is(complexes, "character")) {
-    complexes <- read.csv(complexes, stringsAsFactors = FALSE)
-  }
+  genes <- read_if_char(genes)
+  proteins <- read_if_char(proteins)
+  interactions <- read_if_char(interactions)
+  complexes <- read_if_char(complexes)
+
   # replace empty cells in columns annotating gene properties with 'False' There are some
   # unannotated genes in database v2.0 that seem to have been fixed in v4.0
   gene_features <- c(
@@ -78,41 +52,13 @@ create_rl_map_cellphonedb <- function(
     "integrin", "other"
   )
   proteins[proteins$receptor == "", colnames(proteins) %in% gene_features] <- "False"
+
   # change cases of True/False syntax from Python to TRUE/FALSE R syntax
-  for (x in colnames(genes)) {
-    if (identical(unique(genes[[x]]), c("True", "False")) | identical(unique(genes[[x]]), c(
-      "False",
-      "True"
-    ))) {
-      genes[[x]] <- ifelse(genes[[x]] == "True", TRUE, FALSE)
-    }
-  }
-  for (x in colnames(proteins)) {
-    if (identical(unique(proteins[[x]]), c("True", "False")) | identical(
-      unique(proteins[[x]]),
-      c("False", "True")
-    )) {
-      proteins[[x]] <- ifelse(proteins[[x]] == "True", TRUE, FALSE)
-    }
-  }
-  for (x in colnames(interactions)) {
-    if (identical(unique(interactions[[x]]), c("True", "False")) | identical(
-      unique(interactions[[x]]),
-      c("False", "True")
-    )) {
-      interactions[[x]] <- ifelse(interactions[[x]] == "True", TRUE, FALSE)
-    }
-  }
-  if (!is.null(complexes)) {
-    for (x in colnames(complexes)) {
-      if (identical(unique(complexes[[x]]), c("True", "False")) | identical(
-        unique(complexes[[x]]),
-        c("False", "True")
-      )) {
-        complexes[[x]] <- ifelse(complexes[[x]] == "True", TRUE, FALSE)
-      }
-    }
-  }
+  genes <-  conv_py_bools(genes)
+  proteins <- conv_py_bools(proteins)
+  interactions <- conv_py_bools(interactions)
+  complexes <- conv_py_bools(complexes)
+
   # gene conversions
   if (!is.null(gene_conv) & !identical(gene_conv[1], gene_conv[2])) {
     # obtain conversion dictionary
@@ -129,7 +75,7 @@ create_rl_map_cellphonedb <- function(
   }
   # Step through the interactions and build rl connections.
   rl_map <- NULL
-  for (i in 1:nrow(interactions)) {
+  for (i in seq_len(nrow(interactions))) {
     inter <- interactions[i, ]
     partner_a <- inter[["partner_a"]]
     partner_b <- inter[["partner_b"]]
@@ -141,7 +87,7 @@ create_rl_map_cellphonedb <- function(
       component_a <- as.character(complex_a[, c("uniprot_1", "uniprot_2", "uniprot_3", "uniprot_4")])
       component_a <- component_a[component_a != ""]
       a_features[["uniprot_A"]] <- paste(component_a, collapse = ",")
-      gene_a <- sapply(component_a, function(x) {
+      gene_a <- vapply(component_a, FUN.VALUE = character(1), FUN = function(x) {
         g <- unique(genes[genes[["uniprot"]] == x, c("gene_name")])
         if (!is.null(gene_conv) & !identical(gene_conv[1], gene_conv[2])) {
           # if the original gene trying to be converted is not in the gene dictionary the
@@ -154,7 +100,19 @@ create_rl_map_cellphonedb <- function(
             g <- paste(unique(conv_dict[conv_dict[, 1] %in% g, 2]), collapse = ";")
           }
         }
-        return(g)
+        # if multiple genes are annotated for the uniprot ID, use only the first unique instance
+        if(length(g) == 1){
+          res <- g
+        } else {
+          res <- g[1]
+          g_col <- paste(g, collapse = ", ")
+          message(
+            component_a, " has multiple encoding gene mapped in genes table.\n",
+            g_col, "\n",
+            "The first mapping gene is used: ", res
+          )
+        }
+        return(res)
       })
       a_features[["gene_A"]] <- paste(gene_a, collapse = ",")
       # annotation as a receptor or ligand is based on the annotation of the complex
@@ -197,7 +155,7 @@ create_rl_map_cellphonedb <- function(
       component_b <- as.character(complex_b[, c("uniprot_1", "uniprot_2", "uniprot_3", "uniprot_4")])
       component_b <- component_b[component_b != ""]
       b_features[["uniprot_B"]] <- paste(component_b, collapse = ",")
-      gene_b <- sapply(component_b, function(x) {
+      gene_b <- vapply(component_b, FUN.VALUE = character(1), FUN = function(x) {
         g <- unique(genes[genes[["uniprot"]] == x, c("gene_name")])
         if (!is.null(gene_conv) & !identical(gene_conv[1], gene_conv[2])) {
           # if the original gene trying to be converted is not in the gene dictionary the
@@ -210,7 +168,19 @@ create_rl_map_cellphonedb <- function(
             g <- paste(unique(conv_dict[conv_dict[, 1] %in% g, 2]), collapse = ";")
           }
         }
-        return(g)
+        # if multiple genes are annotated for the uniprot ID, use only the first unique instance
+        if(length(g) == 1){
+          res <- g
+        } else {
+          res <- g[1]
+          g_col <- paste(g, collapse = ", ")
+          message(
+            component_a, " has multiple encoding gene mapped in genes table.\n",
+            g_col, "\n",
+            "The first mapping gene is used: ", res
+          )
+        }
+        return(res)
       })
       b_features[["gene_B"]] <- paste(gene_b, collapse = ",")
       # annotation as a receptor or ligand is based on the annotation of the complex
@@ -272,7 +242,7 @@ create_rl_map_cellphonedb <- function(
 #' @return A list where names are transcription factors and the stored values are character vectors of genes in the inferred regulons
 #' @export create_regulon_list_scenic
 #' @examples
-#' regulon_list_tiny <- create_regulon_list_scenic(regulons = domino2:::regulons_tiny)
+#' regulon_list_tiny <- create_regulon_list_scenic(regulons = dominoSignal:::regulons_tiny)
 #'
 create_regulon_list_scenic <- function(regulons) {
   if (is(regulons, "character")) {
@@ -310,11 +280,10 @@ create_regulon_list_scenic <- function(regulons) {
 #'
 #' @param rl_map Data frame where each row describes a receptor-ligand interaction with required columns gene_A & gene_B including the gene names for the receptor and ligand and type_A & type_B annotating if genes A and B are a ligand (L) or receptor (R)
 #' @param features Either a path to a csv containing cell level features of interest (ie. the auc matrix from pySCENIC) or named matrix with cells as columns and features as rows.
-#' @param ser Seurat object containing scaled RNA expression data in the RNA assay slot and cluster identity. Either a ser object OR z_scores and clusters must be provided. If ser is present z_scores and clusters will be ignored.
-#' @param counts Counts matrix for the data. If a Seurat object is provided this will be ignored. This is only used to threshold receptors on dropout.
-#' @param z_scores Matrix containing z-scored expression data for all cells with cells as columns and features as rows. Either z_scores and clusters must be provided OR a ser object. If ser is present z_scores and clusters will be ignored.
-#' @param clusters Named factor containing cell cluster with names as cells. Either clusters and z_scores OR ser must be provided. If ser is present z_scores and clusters will be ignored.
-#' @param use_clusters Boolean indicating whether to use the clusters from a Seurat object. If a Seurat object is not provided then this parameter is ignored.
+#' @param counts Counts matrix for the data. This is only used to threshold receptors on dropout.
+#' @param z_scores Matrix containing z-scored expression data for all cells with cells as columns and features as rows.
+#' @param clusters Named factor containing cell cluster with names as cells.
+#' @param use_clusters Boolean indicating whether to use clusters.
 #' @param tf_targets Optional. A list where names are transcription factors and the stored values are character vectors of genes in the transcription factor's regulon.
 #' @param verbose Boolean indicating whether or not to print progress during computation.
 #' @param use_complexes Boolean indicating whether you wish to use receptor/ligand complexes in the receptor ligand signaling database. If FALSE, receptor/ligand pairs where either functions as a protein complex will not be considered when constructing the signaling network.
@@ -325,57 +294,54 @@ create_regulon_list_scenic <- function(regulons) {
 #' @return A domino object
 #' @export create_domino
 #' @examples 
-#' pbmc_dom_tiny_all <- pbmc_dom_tiny <- create_domino(
-#'  rl_map = domino2:::rl_map_tiny, features = domino2:::auc_tiny, 
-#'  counts = domino2:::RNA_count_tiny, z_scores = domino2:::RNA_zscore_tiny,
-#'  clusters = domino2:::clusters_tiny, tf_targets = domino2:::regulon_list_tiny, 
+#' pbmc_dom_tiny_all <- create_domino(
+#'  rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
+#'  counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
+#'  clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny, 
 #'  use_clusters = FALSE, use_complexes = FALSE, 
 #'  rec_min_thresh = 0.1, remove_rec_dropout = TRUE,
 #'  tf_selection_method = "all")
 #' 
 #' pbmc_dom_tiny_clustered <- create_domino(
-#'  rl_map = domino2:::rl_map_tiny, features = domino2:::auc_tiny, 
-#'  counts = domino2:::RNA_count_tiny, z_scores = domino2:::RNA_zscore_tiny,
-#'  clusters = domino2:::clusters_tiny, tf_targets = domino2:::regulon_list_tiny,
+#'  rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
+#'  counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
+#'  clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny,
 #'  use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
 #' 
 create_domino <- function(
-    rl_map, features, ser = NULL, counts = NULL, z_scores = NULL, clusters = NULL,
-    use_clusters = TRUE, tf_targets = NULL, verbose = TRUE, use_complexes = TRUE, rec_min_thresh = 0.025,
-    remove_rec_dropout = TRUE, tf_selection_method = "clusters", tf_variance_quantile = 0.5) {
+    rl_map, features, counts = NULL, z_scores = NULL,
+    clusters = NULL, use_clusters = TRUE, tf_targets = NULL, verbose = TRUE,
+    use_complexes = TRUE, rec_min_thresh = 0.025, remove_rec_dropout = TRUE,
+    tf_selection_method = "clusters", tf_variance_quantile = 0.5) {
+
   # Check inputs:
-  stopifnot(`rl_map must be a data.frame with column names gene_A, gene_B, type_A, and type_B` = (is(
-    rl_map,
-    "data.frame"
-  ) & c("gene_A", "gene_B", "type_A", "type_B") %in% colnames(rl_map)))
-  stopifnot(`features must be either a file path or a named matrix with cells as columns and features as rows` = ((is(
-    features,
-    "character"
-  ) & length(features) == 1) | (is(features, "matrix") & !is.null(rownames(features)) &
-    !is.null(colnames(features))) | (is(features, "data.frame") & !is.null(rownames(features)) &
-    !is.null(colnames(features)))))
-  stopifnot(`Either a Seurat object OR counts, z scores, and clusters must be provided` = (is(ser, "Seurat") |
-    (!is.null(counts) & !is.null(rownames(counts)) & !is.null(colnames(counts)) &
-      is(z_scores, "matrix") & !is.null(rownames(z_scores)) & !is.null(colnames(z_scores)) & is(
-      clusters,
-      "factor"
-    ) & !is.null(names(clusters)))))
-  stopifnot(`rec_min_thresh must be a number between 0 and 1` = (is(rec_min_thresh, "numeric") &
-    rec_min_thresh <= 1 & rec_min_thresh >= 0))
+  check_arg(rl_map, allow_class = "data.frame",
+            need_vars = c("gene_A", "gene_B", "type_A", "type_B"))
+
+  check_arg(features, allow_class = c("data.frame", "character", "matrix"))
+  if (any(class(features) %in% c("data.frame", "matrix"))) {
+    check_arg(features, need_rownames = TRUE, need_colnames = TRUE)
+  }
+
+
+  check_arg(counts, allow_class = c("matrix", "data.frame", "Matrix", "dgCMatrix"),
+              need_rownames = TRUE, need_colnames = TRUE)
+  check_arg(z_scores, allow_class = "matrix", need_rownames = TRUE,
+              need_colnames = TRUE)
+  check_arg(clusters, allow_class = "factor", need_names = TRUE)
+  
+
+  check_arg(rec_min_thresh, allow_class = c("numeric"), allow_range = c(0, 1))
+
+  check_arg(tf_selection_method,
+            allow_values = c("clusters", "variable", "all"))
+
   # Create object
   dom <- domino()
   dom@misc[["create"]] <- TRUE
   dom@misc[["build"]] <- FALSE
   dom@misc[["build_vars"]] <- NULL
-  if (!is.null(ser) & (!is.null(clusters) | !is.null(z_scores) | !is.null(counts))) {
-    warning("Ser and z_score, clusters, or counts provided. Defaulting to ser.")
-  }
-  if (is.null(ser) & (is.null(clusters) | is.null(z_scores) | is.null(counts))) {
-    stop("Either ser or clusters and z_scores must be provided")
-  }
-  if (!(tf_selection_method %in% c("all", "clusters", "variable"))) {
-    stop("tf_selection_method must be one of all, clusters, or variable")
-  }
+
   # Read in lr db info
   if (verbose) {
     message("Reading in and processing signaling database")
@@ -383,7 +349,7 @@ create_domino <- function(
   if ("database_name" %in% colnames(rl_map)) {
     dom@db_info <- rl_map
     if (verbose) {
-      message(paste0("Database provided from source: ", unique(rl_map[["database_name"]])))
+      message("Database provided from source: ", unique(rl_map[["database_name"]]))
     }
   } else {
     dom@db_info <- rl_map
@@ -396,7 +362,7 @@ create_domino <- function(
   }
   # Get genes for receptors
   rl_reading <- NULL
-  for (i in 1:nrow(rl_map)) {
+  for (i in seq_len(nrow(rl_map))) {
     rl <- list()
     inter <- rl_map[i, ]
     p <- ifelse(inter[["type_A"]] == "R", "A", "B")
@@ -420,11 +386,12 @@ create_domino <- function(
     rl <- as.data.frame(rl)
     rl_reading <- rbind(rl_reading, rl)
   }
+  if(nrow(rl_reading) == 0) stop("No genes annotated as receptors included in rl_map")
   # save a list of complexes and their components
   dom@linkages$complexes <- NULL
   if (use_complexes) {
     complex_list <- list()
-    for (i in 1:nrow(rl_reading)) {
+    for (i in seq_len(nrow(rl_reading))) {
       inter <- rl_reading[i, ]
       if (grepl("\\,", inter[["L.gene"]])) {
         complex_list[[inter[["L.name"]]]] <- unlist(strsplit(inter[["L.gene"]], split = "\\,"))
@@ -452,13 +419,6 @@ create_domino <- function(
   if (verbose) {
     message("Getting z_scores, clusters, and counts")
   }
-  if (!is.null(ser)) {
-    z_scores <- ser@assays$RNA@scale.data
-    if (use_clusters) {
-      clusters <- ser@active.ident
-    }
-    counts <- ser@assays$RNA@counts
-  }
   dom@z_scores <- z_scores
   if (!is.null(clusters)) {
     dom@clusters <- clusters
@@ -480,7 +440,7 @@ create_domino <- function(
     for (clust in levels(dom@clusters)) {
       if (verbose) {
         cur <- which(levels(dom@clusters) == clust)
-        message(paste0(cur, " of ", clust_n))
+        message(cur, " of ", clust_n)
       }
       cells <- which(dom@clusters == clust)
       for (feat in rownames(dom@features)) {
@@ -528,7 +488,7 @@ create_domino <- function(
     # correlation equal to 0.
     if (verbose) {
       cur <- which(rownames(dom@features) == module)
-      message(paste0(cur, " of ", n_tf))
+      message(cur, " of ", n_tf)
     }
     if (!is.null(dom@linkages$tf_targets)) {
       tf <- gsub(pattern = "\\.\\.\\.", replacement = "", module) # correction for AUC values from pySCENIC that append an elipses to TF names due to (+) characters in the orignial python output
@@ -567,7 +527,7 @@ create_domino <- function(
   dom@misc$rec_cor <- rho
   # assess correlation among genes in the same receptor complex
   cor_list <- list()
-  for (i in 1:length(names(dom@linkages$rec_lig))) {
+  for (i in seq_along(names(dom@linkages$rec_lig))) {
     r <- names(dom@linkages$rec_lig)[i]
     if (r %in% names(dom@linkages$complexes)) {
       r_genes <- dom@linkages$complexes[[r]]
@@ -575,7 +535,6 @@ create_domino <- function(
       r_genes <- r
     }
     if (sum(rownames(rho) %in% r_genes) != length(r_genes)) {
-      message(paste0(r, " has component genes that did not pass testing parameters"))
       cor_list[[r]] <- rep(0, ncol(rho))
       next
     }
@@ -596,7 +555,7 @@ create_domino <- function(
   if (tf_selection_method == "clusters") {
     cl_rec_percent <- NULL
     for (rec in ser_receptors) {
-      rec_percent <- sapply(X = levels(dom@clusters), FUN = function(x) {
+      rec_percent <- vapply(X = levels(dom@clusters), FUN.VALUE = numeric(1), FUN = function(x) {
         # percentage of cells in cluster with non-zero expression of receptor gene
         sum(dom@counts[rec, dom@clusters == x] > 0) / length(dom@counts[rec, dom@clusters ==
           x])
@@ -675,7 +634,7 @@ convert_genes <- function(
 #' @export
 #' @examples 
 #' lr_name <- data.frame("abbrev" = c("L", "R"), "full" = c("Ligand", "Receptor"))
-#' rl_map_expanded <- add_rl_column(map = domino2:::rl_map_tiny, map_ref = "type_A",
+#' rl_map_expanded <- add_rl_column(map = dominoSignal:::rl_map_tiny, map_ref = "type_A",
 #'  conv = lr_name, new_name = "type_A_full")
 #' 
 add_rl_column <- function(map, map_ref, conv, new_name) {
@@ -689,7 +648,7 @@ add_rl_column <- function(map, map_ref, conv, new_name) {
     not_in_ref_map <- c()
   }
   new_map <- c()
-  for (r_id in 1:nrow(map)) {
+  for (r_id in seq_len(nrow(map))) {
     row <- map[r_id, ]
     conv_ids <- which(conv[, 1] == row[[map_ref]])
     for (id in conv_ids) {
@@ -716,7 +675,7 @@ add_rl_column <- function(map, map_ref, conv, new_name) {
 #' @return A data frame of ligand expression targeting the specified receptor
 #' @export
 #' @examples
-#' counts <- dom_counts(domino2:::pbmc_dom_built_tiny)
+#' counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
 #' mean_exp <- mean_ligand_expression(counts,
 #'  ligands = c("PTPRC", "FASLG"), cell_ident = "CD14_monocyte",
 #'  cell_barcodes = colnames(counts), destination = "FAS")
diff --git a/R/plot_fxns.R b/R/plot_fxns.R
index b6183fb7..cc0e2257 100644
--- a/R/plot_fxns.R
+++ b/R/plot_fxns.R
@@ -23,11 +23,11 @@ NULL
 #' @export signaling_heatmap
 #' @examples
 #' #basic usage
-#' signaling_heatmap(domino2:::pbmc_dom_built_tiny)
+#' signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny)
 #' #scale
-#' signaling_heatmap(domino2:::pbmc_dom_built_tiny, scale = "sqrt")
+#' signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, scale = "sqrt")
 #' #normalize
-#' signaling_heatmap(domino2:::pbmc_dom_built_tiny, normalize = "rec_norm")
+#' signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, normalize = "rec_norm")
 #'
 signaling_heatmap <- function(
     dom, clusts = NULL, min_thresh = -Inf, max_thresh = Inf, scale = "none",
@@ -39,6 +39,7 @@ signaling_heatmap <- function(
     stop("This domino object wasn't built with clusters so intercluster signaling cannot be generated.")
   }
   mat <- dom@signaling
+
   if (!is.null(clusts)) {
     mat <- mat[paste0("R_", clusts), paste0("L_", clusts)]
   }
@@ -58,6 +59,11 @@ signaling_heatmap <- function(
   } else if (normalize != "none") {
     stop("Do not recognize normalize input")
   }
+  if (any(is.na(mat))) { 
+    warning("Some values are NA, replacing with 0s.")
+    mat[is.na(mat)] <- 0
+  }
+
   Heatmap(
     mat,
     name = "collective\nsignaling",
@@ -87,7 +93,7 @@ signaling_heatmap <- function(
 #' @export incoming_signaling_heatmap
 #' @examples
 #' #incoming signaling of the CD8  T cells
-#' incoming_signaling_heatmap(domino2:::pbmc_dom_built_tiny, "CD8_T_cell")
+#' incoming_signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, "CD8_T_cell")
 #'
 incoming_signaling_heatmap <- function(
     dom, rec_clust, clusts = NULL, min_thresh = -Inf, max_thresh = Inf,
@@ -103,6 +109,7 @@ incoming_signaling_heatmap <- function(
     message("No signaling found for this cluster under build parameters.")
     return()
   }
+
   if (!is.null(clusts)) {
     mat <- mat[, paste0("L_", clusts), drop = FALSE]
   }
@@ -126,6 +133,12 @@ incoming_signaling_heatmap <- function(
   } else if (normalize != "none") {
     stop("Do not recognize normalize input")
   }
+
+  if (any(is.na(mat))) { 
+    warning("Some values are NA, replacing with 0s.")
+    mat[is.na(mat)] <- 0
+  }
+
   if (title == TRUE) {
     return(
       Heatmap(
@@ -175,15 +188,15 @@ incoming_signaling_heatmap <- function(
 #' @param scale_by How to size vertices. Options are 'lig_sig' for summed outgoing signaling, 'rec_sig' for summed incoming signaling, and 'none'. In the former two cases the values are scaled with asinh after summing all incoming or outgoing signaling.
 #' @param vert_scale Integer used to scale size of vertices with our without variable scaling from size_verts_by.
 #' @param plot_title Text for the plot's title.
-#' @param ... Other parameters to be passed to plot when used with an `{igraph}` object.
+#' @param ... Other parameters to be passed to plot when used with an igraph object.
 #' @return an igraph rendered to the active graphics device
 #' @export signaling_network
 #' @examples 
 #' #basic usage
-#' signaling_network(domino2:::pbmc_dom_built_tiny)
+#' signaling_network(dominoSignal:::pbmc_dom_built_tiny)
 #' # scaling, thresholds, layouts, selecting clusters
 #' signaling_network(
-#'  domino2:::pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
+#'  dominoSignal:::pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
 #'  scale = "none", norm = "none", layout = "fr", scale_by = "none", 
 #'  vert_scale = 5)
 #' 
@@ -199,6 +212,12 @@ signaling_network <- function(
   }
   # Get signaling matrix
   mat <- dom@signaling
+
+  if (any(is.na(mat))) { 
+    warning("Some values are NA, replacing with 0s.")
+    mat[is.na(mat)] <- 0
+  }
+
   if (!is.null(clusts)) {
     mat <- mat[paste0("R_", clusts), paste0("L_", clusts), drop = FALSE]
   }
@@ -216,6 +235,7 @@ signaling_network <- function(
     cols <- ggplot_col_gen(length(levels(dom@clusters)))
     names(cols) <- levels(dom@clusters)
   }
+
   mat[which(mat > max_thresh)] <- max_thresh
   mat[which(mat < min_thresh)] <- min_thresh
   if (scale == "sqrt") {
@@ -269,7 +289,7 @@ signaling_network <- function(
   }
   # Get vert angle for labeling circos plot
   if (layout == "circle") {
-    v_angles <- 1:length(igraph::V(graph))
+    v_angles <- seq(length(igraph::V(graph)))
     v_angles <- -2 * pi * (v_angles - 1) / length(v_angles)
     igraph::V(graph)$label.degree <- v_angles
   }
@@ -323,7 +343,7 @@ signaling_network <- function(
 #' @examples
 #' #basic usage
 #' gene_network(
-#'  domino2:::pbmc_dom_built_tiny, clust = "CD8_T_cell", 
+#'  dominoSignal:::pbmc_dom_built_tiny, clust = "CD8_T_cell", 
 #'  OutgoingSignalingClust = "CD14_monocyte")
 #'
 gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL, 
@@ -345,7 +365,7 @@ gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL,
       # Check if signaling exists for target cluster
       mat <- dom@cl_signaling_matrices[[cl]]
       if (dim(mat)[1] == 0) {
-        message(paste("No signaling found for", cl, "under build parameters."))
+        message("No signaling found for ", cl, " under build parameters.")
         (next)()
       }
       all_sums <- c(all_sums, rowSums(mat))
@@ -445,9 +465,9 @@ gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL,
     l[all_ligs, 1] <- -0.75
     l[all_recs, 1] <- 0
     l[all_tfs, 1] <- 0.75
-    l[all_ligs, 2] <- (1:length(all_ligs) / mean(1:length(all_ligs)) - 1) * 2
-    l[all_recs, 2] <- (1:length(all_recs) / mean(1:length(all_recs)) - 1) * 2
-    l[all_tfs, 2] <- (1:length(all_tfs) / mean(1:length(all_tfs)) - 1) * 2
+    l[all_ligs, 2] <- (seq_along(all_ligs) / mean(seq_along(all_ligs)) - 1) * 2
+    l[all_recs, 2] <- (seq_along(all_recs) / mean(seq_along(all_recs)) - 1) * 2
+    l[all_tfs, 2] <- (seq_along(all_tfs) / mean(seq_along(all_tfs)) - 1) * 2
     rownames(l) <- c()
   } else if (layout == "random") {
     l <- igraph::layout_randomly(graph)
@@ -484,10 +504,10 @@ gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL,
 #' @export feat_heatmap
 #' @examples 
 #' #basic usage
-#' feat_heatmap(domino2:::pbmc_dom_built_tiny)
+#' feat_heatmap(dominoSignal:::pbmc_dom_built_tiny)
 #' #using thresholds
 #' feat_heatmap(
-#'  domino2:::pbmc_dom_built_tiny, min_thresh = 0.1, 
+#'  dominoSignal:::pbmc_dom_built_tiny, min_thresh = 0.1, 
 #'   max_thresh = 0.6, norm = TRUE, bool = FALSE)
 #' 
 feat_heatmap <- function(
@@ -533,7 +553,7 @@ feat_heatmap <- function(
     na <- which(is.na(mid))
     na_feats <- paste(feats[na], collapse = " ")
     if (length(na) != 0) {
-      message(paste("Unable to find", na_feats))
+      message("Unable to find ", na_feats)
       feats <- feats[-na]
     }
   } else if (feats == "all") {
@@ -608,11 +628,11 @@ feat_heatmap <- function(
 #' @export cor_heatmap
 #' @examples 
 #' #basic usage
-#' cor_heatmap(domino2:::pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
+#' cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
 #' #show correlations above a specific value
-#' cor_heatmap(domino2:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
+#' cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
 #' #identify combinations that are connected
-#' cor_heatmap(domino2:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
+#' cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
 #'  
 cor_heatmap <- function(
     dom, bool = FALSE, bool_thresh = 0.15, title = TRUE, feats = NULL, recs = NULL,
@@ -639,7 +659,7 @@ cor_heatmap <- function(
     na <- which(is.na(mid))
     na_feats <- paste(feats[na], collapse = " ")
     if (length(na) != 0) {
-      message(paste("Unable to find", na_feats))
+      message("Unable to find ", na_feats)
       feats <- feats[-na]
     }
   } else if (identical(feats, "all")) {
@@ -703,7 +723,7 @@ cor_heatmap <- function(
 #' @return a ggplot object
 #' @export cor_scatter
 #' @examples
-#' cor_scatter(domino2:::pbmc_dom_built_tiny, "ATF4","CD22")
+#' cor_scatter(dominoSignal:::pbmc_dom_built_tiny, "FLI1","CXCR3")
 #'
 cor_scatter <- function(dom, tf, rec, remove_rec_dropout = TRUE, ...) {
   if (remove_rec_dropout) {
@@ -733,11 +753,11 @@ cor_scatter <- function(dom, tf, rec, remove_rec_dropout = TRUE, ...) {
 #' @export circos_ligand_receptor
 #' @examples 
 #' #basic usage
-#' circos_ligand_receptor(domino2:::pbmc_dom_built_tiny, receptor = "FAS")
+#' circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3")
 #' #specify colors
 #' cols = c("red", "orange", "green", "blue", "pink", "purple", "slategrey", "firebrick", "hotpink")
-#' names(cols) = levels(domino2:::pbmc_dom_built_tiny@clusters)
-#' circos_ligand_receptor(domino2:::pbmc_dom_built_tiny, receptor = "FAS", cell_colors = cols)
+#' names(cols) = levels(dom_clusters(dominoSignal:::pbmc_dom_built_tiny))
+#' circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3", cell_colors = cols)
 #' 
 circos_ligand_receptor <- function(
     dom, receptor, ligand_expression_threshold = 0.01, cell_idents = NULL,
@@ -749,7 +769,7 @@ circos_ligand_receptor <- function(
     cell_idents <- sort(unique(dom@clusters))
   }
   # obtain expression values from cl_signaling matrices
-  active_chk <- sapply(dom@linkages$clust_rec, function(x) {
+  active_chk <- vapply(dom@linkages$clust_rec, FUN.VALUE = logical(1), FUN = function(x) {
     receptor %in% x
   })
   if (sum(active_chk)) {
@@ -763,7 +783,7 @@ circos_ligand_receptor <- function(
       signaling_df <- rbind(signaling_df, df)
     }
   } else {
-    stop(paste0("No clusters have active ", receptor, " signaling"))
+    stop("No clusters have active ", receptor, " signaling")
   }
   signaling_df$mean.expression[is.na(signaling_df$mean.expression)] <- 0
   # create a scaled mean expression plot for coord widths greater than 1 by dividing by the max
@@ -771,7 +791,7 @@ circos_ligand_receptor <- function(
   signaling_df$scaled.mean.expression <- signaling_df$mean.expression / max(signaling_df$mean.expression)
   # exit function if no ligands are expressed above ligand expression threshold
   if (sum(signaling_df[["mean.expression"]] > ligand_expression_threshold) == 0) {
-    stop(paste0("No ligands of ", receptor, " exceed ligand expression threshold."))
+    stop("No ligands of ", receptor, " exceed ligand expression threshold.")
   }
   # initialize chord diagram with even ligand arcs
   arc_df <- signaling_df[, c("origin", "destination")]
@@ -794,7 +814,7 @@ circos_ligand_receptor <- function(
     names(cell_colors) <- cell_idents
   }
   grid_col <- c("#FFFFFF") # hide the arc corresponding to the receptor by coloring white
-  for (i in 1:length(ligands)) {
+  for (i in seq_along(ligands)) {
     grid_col <- c(grid_col, rep(lig_colors[i], length(cell_idents)))
   }
   names(grid_col) <- c(receptor, signaling_df$origin)
@@ -870,19 +890,17 @@ circos_ligand_receptor <- function(
 #' @return a Heatmap-class object of features ranked by test_statistic annotated with the proportion of subjects that showed active linkage of the features.
 #' @export
 #' @examples
-#' \dontrun{
 #' plot_differential_linkages(
-#'  differential_linkages = diff_linkages_tiny,
+#'  differential_linkages = dominoSignal:::tiny_differential_linkage_c1,
 #'  test_statistic = "p.value",
 #'  stat_ranking = "ascending"
 #' )
-#' }
 #'
 plot_differential_linkages <- function(
     differential_linkages, test_statistic, stat_range = c(0, 1),
     stat_ranking = c("ascending", "descending"), group_palette = NULL) {
   if (!test_statistic %in% colnames(differential_linkages)) {
-    stop(paste0("test statistic '", test_statistic, "' not present in colnames(differential_linkages)"))
+    stop("test statistic '", test_statistic, "' not present in colnames(differential_linkages)")
   }
   if (identical(stat_ranking, c("ascending", "descending"))) {
     warning("stat_ranking order not specified. Defaulting to ascending order")
@@ -895,7 +913,7 @@ plot_differential_linkages <- function(
   df <- differential_linkages[differential_linkages[[test_statistic]] >= stat_range[1] & differential_linkages[[test_statistic]] <=
     stat_range[2], ]
   if (nrow(df) == 0) {
-    stop(paste0("No features with '", test_statistic, "' within stat_range"))
+    stop("No features with '", test_statistic, "' within stat_range")
   }
   # order df by plot statistic
   if (stat_ranking == "ascending") {
@@ -937,7 +955,7 @@ plot_differential_linkages <- function(
     group_palette <- ggplot_col_gen(length(g_names))
     names(group_palette) <- g_names
   }
-  for (i in 1:length(g_names)) {
+  for (i in seq_along(g_names)) {
     g <- g_names[i]
     g_count <- paste0(g, "_count")
     g_n <- paste0(g, "_n")
@@ -985,5 +1003,5 @@ do_norm <- function(mat, dir) {
 #' 
 ggplot_col_gen <- function(n) {
   hues <- seq(15, 375, length = n + 1)
-  return(grDevices::hcl(h = hues, l = 65, c = 100)[1:n])
+  return(grDevices::hcl(h = hues, l = 65, c = 100)[seq_len(n)])
 }
diff --git a/R/processing_fxns.R b/R/processing_fxns.R
index 3ed45315..c68532bb 100644
--- a/R/processing_fxns.R
+++ b/R/processing_fxns.R
@@ -14,7 +14,7 @@
 #' @export
 #' @examples
 #' pbmc_dom_tiny_built <- build_domino(
-#'  dom = domino2:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
+#'  dom = dominoSignal:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
 #'  max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1
 #' )
 #' 
@@ -46,12 +46,12 @@ build_domino <- function(
           fcs <- c(fcs, fc)
         }
         names(fcs) <- zeros
-        sorted <- sort(fcs, decreasing = TRUE)[1:max_tf_per_clust]
+        sorted <- sort(fcs, decreasing = TRUE)[seq_len(max_tf_per_clust)]
       } else {
         sorted <- ordered[which(ordered < min_tf_pval)]
       }
       if (length(sorted) > max_tf_per_clust) {
-        sorted <- sorted[1:max_tf_per_clust]
+        sorted <- sorted[seq_len(max_tf_per_clust)]
       }
       clust_tf[[clust]] <- names(sorted)
     }
@@ -62,7 +62,7 @@ build_domino <- function(
       ordered <- sort(dom@cor[, tf], decreasing = TRUE)
       filtered <- ordered[which(ordered > rec_tf_cor_threshold)]
       if (length(filtered) > max_rec_per_tf) {
-        top_receptors <- names(filtered)[1:max_rec_per_tf]
+        top_receptors <- names(filtered)[seq_len(max_rec_per_tf)]
       } else {
         top_receptors <- names(filtered)
       }
@@ -115,7 +115,7 @@ build_domino <- function(
     for (clust in levels(dom@clusters)) {
       inc_ligs <- clust_ligs[[clust]]
       rl_map <- dom@misc[["rl_map"]]
-      inc_ligs <- sapply(inc_ligs, function(l) {
+      inc_ligs <- vapply(inc_ligs, FUN.VALUE = character(1), FUN = function(l) {
         int <- rl_map[rl_map$L.name == l, ][1, ]
         if ((int$L.name != int$L.gene) & !grepl("\\,", int$L.gene)) {
           int$L.gene
@@ -192,7 +192,7 @@ build_domino <- function(
       ordered <- sort(dom@cor[, tf], decreasing = TRUE)
       filtered <- ordered[which(ordered > rec_tf_cor_threshold)]
       if (length(filtered) > max_rec_per_tf) {
-        top_receptors <- names(filtered)[1:max_rec_per_tf]
+        top_receptors <- names(filtered)[seq_len(max_rec_per_tf)]
       } else {
         top_receptors <- names(filtered)
       }
diff --git a/R/sysdata.rda b/R/sysdata.rda
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diff --git a/R/utils.R b/R/utils.R
index 65fd7639..1fdc88a5 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -9,8 +9,8 @@
 #'          a data frame that includes the database information used in the domino object creation
 #' @export
 #' @examples
-#' database_name <- dom_database(domino2:::pbmc_dom_built_tiny)
-#' full_database <- dom_database(domino2:::pbmc_dom_built_tiny, name_only = FALSE)
+#' database_name <- dom_database(dominoSignal:::pbmc_dom_built_tiny)
+#' full_database <- dom_database(dominoSignal:::pbmc_dom_built_tiny, name_only = FALSE)
 #' 
 dom_database <- function(dom, name_only = TRUE) {
     db <- slot(dom, "db_info")
@@ -29,7 +29,7 @@ dom_database <- function(dom, name_only = TRUE) {
 #' @return  A matrix containing the z-scored gene expression values for each gene (row) by cell (column)
 #' @export
 #' @examples
-#' zscores <- dom_zscores(domino2:::pbmc_dom_built_tiny)
+#' zscores <- dom_zscores(dominoSignal:::pbmc_dom_built_tiny)
 #'
 dom_zscores <- function(dom) {
     slot(dom, "z_scores")
@@ -43,7 +43,7 @@ dom_zscores <- function(dom) {
 #' @return  A matrix containing the gene expression values for each gene (row) by cell (column)
 #' @export
 #' @examples
-#' counts <- dom_counts(domino2:::pbmc_dom_built_tiny)
+#' counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
 #' 
 dom_counts <- function(dom) {
     as.matrix(slot(dom, "counts"))
@@ -58,8 +58,8 @@ dom_counts <- function(dom) {
 #' @return  A vector containing either the names of the clusters used OR factors of the cluster label for each individual cell
 #' @export
 #' @examples
-#' cluster_names <- dom_clusters(domino2:::pbmc_dom_built_tiny)
-#' cell_cluster_label <- dom_clusters(domino2:::pbmc_dom_built_tiny, labels = TRUE)
+#' cluster_names <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny)
+#' cell_cluster_label <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny, labels = TRUE)
 #' 
 dom_clusters <- function(dom, labels = FALSE) {
     clust <- slot(dom, "clusters")
@@ -78,7 +78,7 @@ dom_clusters <- function(dom, labels = FALSE) {
 #' @return  A matrix containing the transcription factor activation scores for each feature (row) by cell (column)
 #' @export
 #' @examples
-#' tf_activation <- dom_tf_activation(domino2:::pbmc_dom_built_tiny)
+#' tf_activation <- dom_tf_activation(dominoSignal:::pbmc_dom_built_tiny)
 #' 
 dom_tf_activation <- function(dom) {
     slot(dom, "features")
@@ -89,13 +89,22 @@ dom_tf_activation <- function(dom) {
 #' A function to pull receptor-transcription factor correlations from a domino object
 #'
 #' @param dom A domino object that has been created with [create_domino()]
+#' @param type Either "rl" or "complex", to select between the receptor-ligand or complex correlation matrix
 #' @return  A matrix containing the correlation values for each receptor (row) by transcription factor (column)
 #' @export
 #' @examples
-#' cor_matrix <- dom_correlations(domino2:::pbmc_dom_built_tiny)
+#' cor_matrix <- dom_correlations(dominoSignal:::pbmc_dom_built_tiny, "rl")
 #' 
-dom_correlations <- function(dom) {
-    slot(dom, "cor")
+dom_correlations <- function(dom, type = "rl") {
+    if (type == "complex") {
+        corrs <- slot(dom, "cor")
+    } else if (type == "rl") {
+        misc <- slot(dom, "misc")
+        corrs <- misc$rec_cor
+    } else {
+        stop("Type must be either 'rl' or 'complex'")
+    }
+    return(corrs)
 }
 
 #' Access linkages
@@ -110,8 +119,8 @@ dom_correlations <- function(dom) {
 #' @return  A list containing linkages between some combination of receptors, ligands, transcription factors, and clusters
 #' @export
 #' @examples
-#' complexes <- dom_linkages(domino2:::pbmc_dom_built_tiny, "complexes")
-#' tf_rec_by_cluster <- dom_linkages(domino2:::pbmc_dom_built_tiny, "tf-receptor", TRUE)
+#' complexes <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "complexes")
+#' tf_rec_by_cluster <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "tf-receptor", TRUE)
 #' 
 dom_linkages <- function(dom, link_type = c(
                             "complexes", "receptor-ligand",
@@ -153,7 +162,7 @@ dom_linkages <- function(dom, link_type = c(
 #'          a data.frame containing the global summed signaling scores between receptors (rows) and ligands (columns) of each cluster
 #' @export
 #' @examples
-#' monocyte_signaling <- dom_signaling(domino2:::pbmc_dom_built_tiny, cluster = "CD14_monocyte")
+#' monocyte_signaling <- dom_signaling(dominoSignal:::pbmc_dom_built_tiny, cluster = "CD14_monocyte")
 #' 
 dom_signaling <- function(dom, cluster = NULL) {
     if (is.null(cluster)) {
@@ -171,7 +180,7 @@ dom_signaling <- function(dom, cluster = NULL) {
 #' @return  A matrix containing the p values for differential expression of transcription factors (rows) in each cluster (columns)
 #' @export
 #' @examples
-#' de_mat <- dom_de(domino2:::pbmc_dom_built_tiny)
+#' de_mat <- dom_de(dominoSignal:::pbmc_dom_built_tiny)
 #' 
 dom_de <- function(dom) {
     slot(dom, "clust_de")
@@ -186,7 +195,7 @@ dom_de <- function(dom) {
 #'          build parameters that were used in [build_domino()] to infer the signaling network
 #' @export
 #' @examples
-#' build_details <- dom_info(domino2:::pbmc_dom_built_tiny)
+#' build_details <- dom_info(dominoSignal:::pbmc_dom_built_tiny)
 #' 
 dom_info <- function(dom) {
     info <- slot(dom, "misc")
@@ -209,8 +218,8 @@ dom_info <- function(dom) {
 #' @return A vector containing all features, receptors, or ligands in the data set or a list containing all three.
 #' @export
 #' @examples
-#' monocyte_receptors <- dom_network_items(domino2:::pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
-#' all_tfs <- dom_network_items(domino2:::pbmc_dom_built_tiny, return = "features")
+#' monocyte_receptors <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
+#' all_tfs <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, return = "features")
 #' 
 dom_network_items <- function(dom, clusters = NULL, return = NULL) {
     if (!dom@misc[["build"]]) {
@@ -229,7 +238,9 @@ dom_network_items <- function(dom, clusters = NULL, return = NULL) {
     for (cl in clusters) {
         all_recs <- c(all_recs, unlist(dom@linkages$clust_tf_rec[[cl]]))
         tfs <- names(dom@linkages$clust_tf_rec[[cl]])
-        tf_wo_rec <- which(sapply(dom@linkages$clust_tf_rec[[cl]], length) == 0)
+        tf_wo_rec <- which(
+          vapply(dom@linkages$clust_tf_rec[[cl]], FUN.VALUE = numeric(1), FUN = length) == 0
+        )
         if (length(tf_wo_rec > 0)) {
         tfs <- tfs[-tf_wo_rec]
         }
@@ -248,3 +259,108 @@ dom_network_items <- function(dom, clusters = NULL, return = NULL) {
     }
 }
 
+#' Check input arguments
+#'
+#' Accepts an object and rules for checking, stops if rules not met.
+#'
+#' @param arg The argument to check
+#' @param allow_class Vector of allowed classes
+#' @param allow_len Vector of allowed lengths
+#' @param allow_range range of minimum and maximum values i.e. c(1, 5)
+#' @param allow_values Vector of allowed values
+#' @param need_vars Vector of required variables
+#' @param need_colnames Logical for whether colnames are required
+#' @param need_rownames Logical for whether rownames are required
+#' @param need_names Logical for whether names are required
+#' @return logical
+#' @keywords internal
+#' 
+check_arg <- function(arg, allow_class = NULL, allow_len = NULL,
+                      allow_range = NULL, allow_values = NULL,
+                      need_vars = c(NULL), need_colnames = FALSE,
+                      need_rownames = FALSE, need_names = FALSE) {
+  argname <- deparse(substitute(arg))
+  classes <- paste(allow_class, collapse = ",")
+  lengths <- paste(allow_len, collapse = ",")
+
+  if (!is.null(allow_class)) {
+    if (!any((class(arg) %in% allow_class))) {
+      stop(sprintf("Class of %s must be one of: %s", argname, classes))
+    }
+  }
+
+  if (!is.null(allow_len)) {
+    if (!(length(arg) %in% allow_len)) {
+      stop(sprintf("Length of %s must be one of: %s", argname, lengths))
+    }
+  }
+
+  if (!is.null(need_vars)) {
+    if (!all(need_vars %in% names(arg))) {
+      stop(sprintf("Required variables %s not found in %s",
+                   paste0(need_vars, collapse = ", "), argname))
+    }
+  }
+
+  if (need_rownames) {
+    if (is.null(rownames(arg))) {
+      stop(sprintf("No rownames found in %s", argname))
+    }
+  }
+
+  if (need_colnames) {
+    if (is.null(colnames(arg))) {
+      stop(sprintf("No colnames found in %s", argname))
+    }
+  }
+
+  if (need_names) {
+    if (is.null(names(arg))) {
+      stop(sprintf("No names found in %s", argname))
+    }
+  }
+
+  if (!is.null(allow_range)) {
+    if (all(arg < allow_range[1]) || all(arg > allow_range[2])) {
+      stop(sprintf("All values in %s must be between %s and %s",
+                   argname, allow_range[1], allow_range[2]))
+    }
+  }
+
+  if (!is.null(allow_values)) {
+    if (!all(arg %in% allow_values)) {
+      stop(sprintf("All values in %s must be one of: %s",
+                   argname, paste(allow_values, collapse = ", ")))
+    }
+  }
+
+}
+
+#' Read in data if an object looks like path to it.
+#'
+#' @param obj Object to read if not already object
+#' @return obj Object itself in case its not a character
+#' @keywords internal
+read_if_char <- function(obj) {
+  if (is(obj, "character")) {
+    check_arg(obj, allow_class = "character", allow_len = 1)
+    obj <- read.csv(obj, stringsAsFactors = FALSE)
+  }
+  return(obj)
+}
+
+#' Change cases of True/False syntax from Python to TRUE/FALSE R syntax
+#'
+#' @param obj Object that will be converted
+#' @return obj The converted object
+#' @keywords internal
+conv_py_bools <- function(obj) {
+  for (x in colnames(obj)) {
+    bools <- sort(unique(obj[[x]]))
+    if (identical(bools, c("False", "True"))) {
+      obj[[x]] <- ifelse(obj[[x]] == "True", TRUE, FALSE)
+    }
+  }
+  return(obj)
+}
+
diff --git a/README.md b/README.md
index 11c90986..61e64e5b 100644
--- a/README.md
+++ b/README.md
@@ -1,25 +1,25 @@
-[![R build status](https://github.com/FertigLab/domino2/workflows/r-build-check/badge.svg?branch=master)](https://github.com/FertigLab/domino2/actions?workflow=r-build-check)
+[![R build status](https://github.com/FertigLab/dominoSignal/workflows/r-build-check/badge.svg?branch=master)](https://github.com/FertigLab/dominoSignal/actions?workflow=r-build-check)
 
-## Introducing domino2: Improved Inference of Cell Signaling from Single Cell RNA Sequencing Data <a href="https://fertiglab.github.io/domino2/"><img src="man/figures/logo.svg" align="right" height="138" alt="domino2 repository" /></a>
+## Introducing dominoSignal: Improved Inference of Cell Signaling from Single Cell RNA Sequencing Data <a href="https://fertiglab.github.io/dominoSignal/"><img src="man/figures/logo.svg" align="right" height="138" alt="dominoSignal logo" /></a>
 
-Domino2 is an updated version of the original [domino](https://github.com/Elisseeff-Lab/domino) R package published in Nature Biomedical Engineering in [Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics](https://doi.org/10.1038/s41551-021-00770-5). Domino2 is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation and receptor and ligand linkages.
+dominoSignal is an updated version of the original [domino](https://github.com/Elisseeff-Lab/domino) R package published in Nature Biomedical Engineering in [Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics](https://doi.org/10.1038/s41551-021-00770-5). dominoSignal is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing data based on transcription factor activation and receptor and ligand linkages between clusters.
 
 ### Installation
 
-Domino2 is undergoing active development where aspects of how data is used, analyzed, and interpreted is subject to change as new features and fixes are implemented. **v0.2.2** of Domino2 serves as the first stable development version during these active updates for reproducible usage.
+dominoSignal is undergoing active development where aspects of how data is used, analyzed, and interpreted is subject to change as new features and fixes are implemented. **v0.99.1** of dominoSignal serves as the first stable development version during these active updates for reproducible usage.
 
-The most current version of Domino2 for reproducible usage is on the [FertigLab GitHub](https://github.com/FertigLab). Domino2 is the continuation of Domino software hosted on the [Elisseeff-Lab GitHub](https://github.com/Elisseeff-Lab/domino). The most current stable branch of Domino2 can be installed using the remotes package.
+dominoSignal is the continuation of Domino software hosted on the [Elisseeff-Lab GitHub](https://github.com/Elisseeff-Lab/domino). The most up to date stable version is on the [FertigLab GitHub](https://github.com/FertigLab). This version of dominoSignal can be installed using the remotes package.
 
 ```r
 if(!require(remotes)){
     install.packages('remotes')
 }
-remotes::install_github('FertigLab/domino2')
+remotes::install_github('FertigLab/dominoSignal')
 ```
 
 ### Usage Overview
 
-Here is an overview of how domino2 might be used in analysis of a single cell RNA sequencing data set:
+Here is an overview of how dominoSignal might be used in analysis of a single cell RNA sequencing data set:
 
 1. Transcription factor activation scores are calculated (we recommend using [pySCENIC](https://pyscenic.readthedocs.io/en/latest/), but other methods can be used as well)
 2. A ligand-receptor database is used to map linkages between ligands and receptors (we recommend using [CellphoneDB](https://www.cellphonedb.org/), but other methods can be used as well).
@@ -27,7 +27,7 @@ Here is an overview of how domino2 might be used in analysis of a single cell RN
 4. Parameters such as the maximum number of transcription factors and receptors or the minimum correlation threshold (among others) are used to make a cell communication network
 5. Communication networks can be extracted from within the domino object or visualized using a variety of plotting functions
 
-Please see [our website](https://fertiglab.github.io/domino2/) for an example analysis that includes all of these steps in detail, from downloading and running [pySCENIC](https://pyscenic.readthedocs.io/en/latest/) to building and visualizing domino results. Other articles include [further details on plotting functions](https://fertiglab.github.io/domino2/articles/plotting_vignette.html) and [the structure of the domino object](https://fertiglab.github.io/domino2/articles/domino_object_vignette.html).
+Please see [our website](https://fertiglab.github.io/dominoSignal/) for tutorials on all of these steps, from downloading and running [pySCENIC](https://pyscenic.readthedocs.io/en/latest/) in the [SCENIC tutorial](https://fertiglab.github.io/dominoSignal/articles/tf_scenic_vignette.html) to building and visualizing domino results on the [Getting Started page](https://fertiglab.github.io/dominoSignal/articles/dominoSignal). Other articles include [further details on plotting functions](https://fertiglab.github.io/dominoSignal/articles/plotting_vignette.html) and [the structure of the domino object](https://fertiglab.github.io/dominoSignal/articles/domino_object_vignette.html).
 
 ### Citation
 
@@ -35,7 +35,7 @@ If you use our package in your analysis, please cite us:
 
 > Cherry C, Maestas DR, Han J, Andorko JI, Cahan P, Fertig EJ, Garmire LX, Elisseeff JH. Computational reconstruction of the signalling networks surrounding implanted biomaterials from single-cell transcriptomics. Nat Biomed Eng. 2021 Oct;5(10):1228-1238. doi: 10.1038/s41551-021-00770-5. Epub 2021 Aug 2. PMID: 34341534; PMCID: PMC9894531.
 
-> Cherry C, Mitchell J, Nagaraj S, Krishnan K, Lvovs D, Fertig E, Elisseeff J (2023). domino2: Cell Communication Analysis for Single Cell RNA Sequencing. R package version 0.2.2.
+> Cherry C, Mitchell J, Nagaraj S, Krishnan K, Lvovs D, Fertig E, Elisseeff J (2024). dominoSignal: Cell Communication Analysis for Single Cell RNA Sequencing. R package version 0.99.1.
 
 ### Contact Us
-If you find any bugs or have questions, please let us know [here](https://github.com/FertigLab/domino_development/issues).
+If you find any bugs or have questions, please let us know [here](https://github.com/FertigLab/dominoSignal/issues).
diff --git a/data-raw/testdata.R b/data-raw/testdata.R
index 00acaa42..4fd4cb13 100644
--- a/data-raw/testdata.R
+++ b/data-raw/testdata.R
@@ -1,30 +1,31 @@
 # generate objects for comparison in testing scripts
 
-library(Seurat)
-library(domino2, lib = "../domino_libraries/libraries/v0_2_1/")
+library(SingleCellExperiment)
+library(dominoSignal)
 
 # load data for generation of test results from zenodo repository
 # Zenodo host of outputs from SCENIC analysis
-data_url <- "https://zenodo.org/records/10222767/files"
+data_url <- "https://zenodo.org/records/10951634/files"
 temp_dir <- tempdir()
 
 pbmc_dir <- paste0(temp_dir, "/pbmc")
 if (!dir.exists(pbmc_dir)) {
   dir.create(pbmc_dir)
 }
-# Seurat object of preprocessed PBMC3K data
-download.file(url = paste0(data_url, "/pbmc_seurat.rds"),
-              destfile = paste0(pbmc_dir, "/pbmc_seurat.rds"))
-pbmc <- readRDS(paste0(pbmc_dir, "/pbmc_seurat.rds"))
+
+# SingleCellExperiment object of preprocessed PBMC3K data
+download.file(url = paste0(data_url, "/pbmc3k_sce.rds"),
+              destfile = paste0(pbmc_dir, "/pbmc3k_sce.rds"))
+pbmc <- readRDS(paste0(pbmc_dir, "/pbmc3k_sce.rds"))
 
 # SCENIC input files
 scenic_dir <- paste0(temp_dir, "/scenic")
 if (!dir.exists(scenic_dir)) {
   dir.create(scenic_dir)
 }
-download.file(url = paste0(data_url, "/scenic_auc_pbmc_3k.csv"),
+download.file(url = paste0(data_url, "/auc_pbmc_3k.csv"),
               destfile = paste0(scenic_dir, "/auc_pbmc_3k.csv"))
-download.file(url = paste0(data_url, "/scenic_regulons_pbmc_3k.csv"),
+download.file(url = paste0(data_url, "/regulons_pbmc_3k.csv"),
               destfile = paste0(scenic_dir, "/regulons_pbmc_3k.csv"))
 auc <- read.table(paste0(scenic_dir, "/auc_pbmc_3k.csv"),
                   header = TRUE, row.names = 1,
@@ -46,18 +47,22 @@ proteins <- read.csv(paste0(cellphone_data, "/protein_input.csv"), stringsAsFact
 
 # subset the pbmc data to fewer cells to meet package requirements
 RNA_features <- c(
-  "TNF", "TNFSF13", "FASLG", "FAS", 
-  "ITGAM", "ITGB2", "ITGAV", "ITGB3", "FCER2", 
+  "CCL20", "CXCR3", "CCR6",
   "IL7", "IL7R", "IL2RG",
-  "CD22", "PTPRC",
-  "IGF1", "IGF1R")
-TF_features <- c("ZNF257", "ATF4", "RUNX1")
+  "TGFB3", "TGFBR3",
+  "ITGA6", "ITGB4", "NRG1"
+  )
+TF_features <- c(
+  "DBP",
+  "FLI1", "ZNF431",
+  "ZNF324", "CREM", "FOSL1"
+)
 name_features <- c(
-  "TNF", "TNFSF13", "FASLG", "FAS", 
-  "integrin_aMb2_complex", "integrin_aVb3_complex", "FCER2", 
-  "IL7", "IL7_receptor", 
-  "CD22", "PTPRC",
-  "IGF1", "IGF1R")
+  "CCL20", "CXCR3", "CCR6",
+  "IL7", "IL7_receptor",
+  "TGFB3", "TGFBR3",
+  "integrin_a6b4_complex", "NRG1"
+  )
 cell_types_dwn <- c("CD8_T_cell", "CD14_monocyte", "B_cell")
 n <- 120
 cell_list <- list()
@@ -69,17 +74,16 @@ for(i in seq_along(cell_types_dwn)){
   cell_list[[cell]] <- dwn_barcodes
 }
 barcodes_dwn <- unlist(cell_list)
-cluster_dwn <- factor(
-    pbmc$cell_type[barcodes_dwn],
-    levels = cell_types_dwn
-)
-clusters_tiny <- cluster_dwn
-RNA_count_tiny <- pbmc@assays$RNA@counts[
-  rownames(pbmc@assays$RNA@counts) %in% RNA_features, 
-  colnames(pbmc@assays$RNA@counts) %in% barcodes_dwn]
-RNA_zscore_tiny <- pbmc@assays$RNA@scale.data[
-  rownames(pbmc@assays$RNA@scale.data) %in% RNA_features, 
-  colnames(pbmc@assays$RNA@scale.data) %in% barcodes_dwn]
+clusters_tiny <- factor(rep(names(cell_list), lengths(cell_list)))
+names(clusters_tiny) <- barcodes_dwn
+
+counts <- assay(pbmc, "counts")
+z_scores <- t(scale(t(assay(pbmc, "logcounts"))))
+
+RNA_count_tiny <- counts[rownames(assay(pbmc, "counts")) %in% RNA_features,
+                         colnames(assay(pbmc, "counts")) %in% barcodes_dwn]
+RNA_zscore_tiny <- z_scores[rownames(assay(pbmc, "logcounts")) %in% RNA_features,
+                            colnames(assay(pbmc, "logcounts")) %in% barcodes_dwn]
 
 # subset CellPhoneDB inputs
 complexes_tiny <- complexes[complexes$complex_name %in% name_features,]
@@ -100,7 +104,7 @@ colnames(regulons) <- c("TF", "MotifID", "AUC", "NES", "MotifSimilarityQvalue",
 regulons_tiny <- regulons[regulons$TF %in% TF_features,]
 
 # Make rl_map
-rl_map_tiny <- domino2::create_rl_map_cellphonedb(
+rl_map_tiny <- dominoSignal::create_rl_map_cellphonedb(
   genes = genes_tiny,
   proteins = proteins_tiny,
   interactions = interactions_tiny,
@@ -108,7 +112,7 @@ rl_map_tiny <- domino2::create_rl_map_cellphonedb(
 )
 
 # Get regulon list
-regulon_list_tiny <- domino2::create_regulon_list_scenic(
+regulon_list_tiny <- dominoSignal::create_regulon_list_scenic(
   regulons = regulons_tiny
 )
 
@@ -135,7 +139,158 @@ pbmc_dom_built_tiny <- build_domino(
   min_rec_percentage = 0.01
 )
 
+# create a second tiny domino object for list comparison functions
+clusters_tiny_alt <- clusters_tiny[c(121:240, 1:120, 241:360)]
+names(clusters_tiny_alt) <- names(clusters_tiny)
+pbmc_dom_tiny_alt <- create_domino(
+  rl_map = rl_map_tiny,
+  features = auc_tiny,
+  counts = RNA_count_tiny,
+  z_scores = RNA_zscore_tiny,
+  # reassigned clusters
+  clusters = clusters_tiny_alt,
+  tf_targets = regulon_list_tiny,
+  use_clusters = TRUE,
+  use_complexes = TRUE,
+  remove_rec_dropout = FALSE
+)
+pbmc_dom_built_tiny_alt <- build_domino(
+  dom = pbmc_dom_tiny_alt,
+  min_tf_pval = .05,
+  max_tf_per_clust = Inf,
+  max_rec_per_tf = Inf,
+  rec_tf_cor_threshold = .1,
+  min_rec_percentage = 0.01
+)
+dom_ls_tiny <- list(
+  dom1 = pbmc_dom_built_tiny,
+  dom2 = pbmc_dom_built_tiny_alt
+)
+
+# example linkage summary for comparitive functions
+linkage_sum_tiny <- new("linkage_summary",
+  subject_meta = data.frame(
+    "subject_names" = paste0("P",1:6),
+    "group" = c(rep("G1", 3), rep("G2", 3))
+  ), 
+  subject_names = factor(
+    paste0("P",1:6), levels = paste0("P",1:6)
+  ), 
+  subject_linkages = list(
+    "P1" = list(
+      "C1" = list(
+        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
+        "rec" = c("R1", "R2", "R3", "R4"),
+        "incoming_lig" = c("L1", "L2", "L3", "L4"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
+      ),
+      "C2" = list(
+        "tfs" = c("TF2", "TF3", "TF4"),
+        "rec" = c("R2", "R3", "R4"),
+        "incoming_lig" = c("L2", "L3", "L4"),
+        "tfs_rec" = c("TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R2 <- L2", "R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P2" = list(
+      "C1" = list(
+        "tfs" = c("TF1", "TF2"),
+        "rec" = c("R1", "R2"),
+        "incoming_lig" = c("L1", "L2"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2")
+      ),
+      "C2" = list(
+        "tfs" = c("TF3", "TF4"),
+        "rec" = c("R3", "R4"),
+        "incoming_lig" = c("L3", "L4"),
+        "tfs_rec" = c("TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P3" = list(
+      "C1" = list(
+        "tfs" = c("TF1", "TF2"),
+        "rec" = c("R1", "R2"),
+        "incoming_lig" = c("L1", "L2"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2")
+      ),
+      "C2" = list(
+        "tfs" = c("TF3"),
+        "rec" = c("R3"),
+        "incoming_lig" = c("L3"),
+        "tfs_rec" = c("TF3 <- R3"),
+        "rec_lig" = c("R3 <- L3")
+      )
+    ),
+    "P4" = list(
+      "C1" = list(
+        "tfs" = c("TF2", "TF3", "TF4"),
+        "rec" = c("R2", "R3", "R4"),
+        "incoming_lig" = c("L2", "L3", "L4"),
+        "tfs_rec" = c("TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R2 <- L2", "R3 <- L3", "R4 <- L4")
+      ),
+      "C2" = list(
+        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
+        "rec" = c("R1", "R2", "R3", "R4"),
+        "incoming_lig" = c("L1", "L2", "L3", "L4"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P5" = list(
+      "C1" = list(
+        "tfs" = c("TF3"),
+        "rec" = c("R3"),
+        "incoming_lig" = c("L3"),
+        "tfs_rec" = c("TF3 <- R3"),
+        "rec_lig" = c("R3 <- L3")
+      ),
+      "C2" = list(
+        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
+        "rec" = c("R1", "R2", "R3", "R4"),
+        "incoming_lig" = c("L1", "L2", "L3", "L4"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P6" = list(
+      "C1" = list(
+        "tfs" = c(),
+        "rec" = c(),
+        "incoming_lig" = c(),
+        "tfs_rec" = c(),
+        "rec_lig" = c()
+      ),
+      "C2" = list(
+        "tfs" = c("TF1", "TF2", "TF3"),
+        "rec" = c("R1", "R2", "R3"),
+        "incoming_lig" = c("L1", "L2", "L3"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3")
+      )
+    )
+  )
+)
+
+# test result object from differential linkage tests
+tiny_differential_linkage_c1 <- test_differential_linkages(
+  linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group", 
+  linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
+)
+tiny_differential_linkage_c2 <- test_differential_linkages(
+  linkage_summary = linkage_sum_tiny, cluster = "C2", group.by = "group", 
+  linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
+)
+
 # Save all test files to internal sysdata object
-usethis::use_data(pbmc_dom_built_tiny, complexes_tiny, genes_tiny, proteins_tiny, interactions_tiny,
-    pbmc_dom_tiny, regulon_list_tiny, rl_map_tiny, regulons_tiny, clusters_tiny,
-    RNA_count_tiny, RNA_zscore_tiny, auc_tiny, internal = TRUE)
+usethis::use_data(
+  pbmc_dom_built_tiny, complexes_tiny, genes_tiny, proteins_tiny, interactions_tiny,
+  pbmc_dom_tiny, regulon_list_tiny, rl_map_tiny, regulons_tiny, clusters_tiny,
+  RNA_count_tiny, RNA_zscore_tiny, auc_tiny, 
+  dom_ls_tiny, linkage_sum_tiny, tiny_differential_linkage_c1, tiny_differential_linkage_c2, 
+  internal = TRUE
+)
diff --git a/inst/CITATION b/inst/CITATION
index 3681dd96..419a3088 100644
--- a/inst/CITATION
+++ b/inst/CITATION
@@ -20,7 +20,7 @@ bibentry(
 
 bibentry(
   bibtype  = "Manual",
-  title    = "domino2: Cell Communication Analysis for Single Cell RNA Sequencing",
+  title    = "dominoSignal: Cell Communication Analysis for Single Cell RNA Sequencing",
   author   = c(
     person("Christopher", "Cherry", role = c("aut"), email = "ccherry.6574@gmail.com", comment = c(ORCID = "0000-0002-5481-0055")),
     person("Jacob T", "Mitchell", role = c("aut"), email = "jmitch81@jhmi.edu", comment = c(ORCID = "0000-0002-5370-9692")),
@@ -29,6 +29,6 @@ bibentry(
     person("Elana", "Fertig", role = "ctb", email = "ejfertig@jhmi.edu", comment = c(ORCID = "0000-0003-3204-342X")),
     person("Jennifer", "Elisseeff", role = "ctb", email = "jhe@jhu.edu", comment = c(ORCID = "0000-0002-5066-1996"))
     ),
-  year     = 2023,
-  note     = "R package version 0.2.2"
+  year     = 2024,
+  note     = "R package version 0.99.1"
 )
diff --git a/man/add_rl_column.Rd b/man/add_rl_column.Rd
index 1eae5d04..535635bb 100644
--- a/man/add_rl_column.Rd
+++ b/man/add_rl_column.Rd
@@ -24,7 +24,7 @@ receptor and receptor complexes to all ligand and ligand complexes.
 }
 \examples{
 lr_name <- data.frame("abbrev" = c("L", "R"), "full" = c("Ligand", "Receptor"))
-rl_map_expanded <- add_rl_column(map = domino2:::rl_map_tiny, map_ref = "type_A",
+rl_map_expanded <- add_rl_column(map = dominoSignal:::rl_map_tiny, map_ref = "type_A",
  conv = lr_name, new_name = "type_A_full")
 
 }
diff --git a/man/build_domino.Rd b/man/build_domino.Rd
index b1b2edb5..98db4b88 100644
--- a/man/build_domino.Rd
+++ b/man/build_domino.Rd
@@ -36,7 +36,7 @@ plotting with the various plotting functions in this package.
 }
 \examples{
 pbmc_dom_tiny_built <- build_domino(
- dom = domino2:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
+ dom = dominoSignal:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
  max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1
 )
 
diff --git a/man/circos_ligand_receptor.Rd b/man/circos_ligand_receptor.Rd
index 0cad9c2e..a3c88ac3 100644
--- a/man/circos_ligand_receptor.Rd
+++ b/man/circos_ligand_receptor.Rd
@@ -32,10 +32,10 @@ receptor where chord widths correspond to mean ligand expression by the cluster.
 }
 \examples{
 #basic usage
-circos_ligand_receptor(domino2:::pbmc_dom_built_tiny, receptor = "FAS")
+circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3")
 #specify colors
 cols = c("red", "orange", "green", "blue", "pink", "purple", "slategrey", "firebrick", "hotpink")
-names(cols) = levels(domino2:::pbmc_dom_built_tiny@clusters)
-circos_ligand_receptor(domino2:::pbmc_dom_built_tiny, receptor = "FAS", cell_colors = cols)
+names(cols) = levels(dom_clusters(dominoSignal:::pbmc_dom_built_tiny))
+circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3", cell_colors = cols)
 
 }
diff --git a/man/cor_heatmap.Rd b/man/cor_heatmap.Rd
index c5826c25..b18efaa1 100644
--- a/man/cor_heatmap.Rd
+++ b/man/cor_heatmap.Rd
@@ -41,10 +41,10 @@ factors either with boolean threshold or with continuous values displayed
 }
 \examples{
 #basic usage
-cor_heatmap(domino2:::pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
+cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
 #show correlations above a specific value
-cor_heatmap(domino2:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
+cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
 #identify combinations that are connected
-cor_heatmap(domino2:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
+cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
  
 }
diff --git a/man/cor_scatter.Rd b/man/cor_scatter.Rd
index 8d6c2deb..5534c7a4 100644
--- a/man/cor_scatter.Rd
+++ b/man/cor_scatter.Rd
@@ -24,6 +24,6 @@ a ggplot object
 Create a correlation plot between transcription factor activation score and receptor
 }
 \examples{
-cor_scatter(domino2:::pbmc_dom_built_tiny, "ATF4","CD22")
+cor_scatter(dominoSignal:::pbmc_dom_built_tiny, "FLI1","CXCR3")
 
 }
diff --git a/man/count_linkage.Rd b/man/count_linkage.Rd
index ea83361b..6d2f1b6f 100644
--- a/man/count_linkage.Rd
+++ b/man/count_linkage.Rd
@@ -30,9 +30,8 @@ a data frame with columns for the unique linkage features and the counts of how
 Count occurrences of linkages across multiple domino results from a linkage summary
 }
 \examples{
-\dontrun{
-count_linkage(linkage_summary = linkage_ls, cluster = "CD8_T_cell", 
- group.by = "group", linkage = "rec_lig")
-}
+count_linkage(
+  linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", 
+  group.by = "group", linkage = "rec")
 
 }
diff --git a/man/create_domino.Rd b/man/create_domino.Rd
index 659265fe..e7611f6f 100644
--- a/man/create_domino.Rd
+++ b/man/create_domino.Rd
@@ -7,7 +7,6 @@
 create_domino(
   rl_map,
   features,
-  ser = NULL,
   counts = NULL,
   z_scores = NULL,
   clusters = NULL,
@@ -26,15 +25,13 @@ create_domino(
 
 \item{features}{Either a path to a csv containing cell level features of interest (ie. the auc matrix from pySCENIC) or named matrix with cells as columns and features as rows.}
 
-\item{ser}{Seurat object containing scaled RNA expression data in the RNA assay slot and cluster identity. Either a ser object OR z_scores and clusters must be provided. If ser is present z_scores and clusters will be ignored.}
+\item{counts}{Counts matrix for the data. This is only used to threshold receptors on dropout.}
 
-\item{counts}{Counts matrix for the data. If a Seurat object is provided this will be ignored. This is only used to threshold receptors on dropout.}
+\item{z_scores}{Matrix containing z-scored expression data for all cells with cells as columns and features as rows.}
 
-\item{z_scores}{Matrix containing z-scored expression data for all cells with cells as columns and features as rows. Either z_scores and clusters must be provided OR a ser object. If ser is present z_scores and clusters will be ignored.}
+\item{clusters}{Named factor containing cell cluster with names as cells.}
 
-\item{clusters}{Named factor containing cell cluster with names as cells. Either clusters and z_scores OR ser must be provided. If ser is present z_scores and clusters will be ignored.}
-
-\item{use_clusters}{Boolean indicating whether to use the clusters from a Seurat object. If a Seurat object is not provided then this parameter is ignored.}
+\item{use_clusters}{Boolean indicating whether to use clusters.}
 
 \item{tf_targets}{Optional. A list where names are transcription factors and the stored values are character vectors of genes in the transcription factor's regulon.}
 
@@ -63,18 +60,18 @@ domino object prepared for \code{\link[=build_domino]{build_domino()}}, which wi
 network.
 }
 \examples{
-pbmc_dom_tiny_all <- pbmc_dom_tiny <- create_domino(
- rl_map = domino2:::rl_map_tiny, features = domino2:::auc_tiny, 
- counts = domino2:::RNA_count_tiny, z_scores = domino2:::RNA_zscore_tiny,
- clusters = domino2:::clusters_tiny, tf_targets = domino2:::regulon_list_tiny, 
+pbmc_dom_tiny_all <- create_domino(
+ rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
+ counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
+ clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny, 
  use_clusters = FALSE, use_complexes = FALSE, 
  rec_min_thresh = 0.1, remove_rec_dropout = TRUE,
  tf_selection_method = "all")
 
 pbmc_dom_tiny_clustered <- create_domino(
- rl_map = domino2:::rl_map_tiny, features = domino2:::auc_tiny, 
- counts = domino2:::RNA_count_tiny, z_scores = domino2:::RNA_zscore_tiny,
- clusters = domino2:::clusters_tiny, tf_targets = domino2:::regulon_list_tiny,
+ rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
+ counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
+ clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny,
  use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
 
 }
diff --git a/man/create_regulon_list_scenic.Rd b/man/create_regulon_list_scenic.Rd
index bda10014..a271da03 100644
--- a/man/create_regulon_list_scenic.Rd
+++ b/man/create_regulon_list_scenic.Rd
@@ -16,6 +16,6 @@ A list where names are transcription factors and the stored values are character
 Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC
 }
 \examples{
-regulon_list_tiny <- create_regulon_list_scenic(regulons = domino2:::regulons_tiny)
+regulon_list_tiny <- create_regulon_list_scenic(regulons = dominoSignal:::regulons_tiny)
 
 }
diff --git a/man/create_rl_map_cellphonedb.Rd b/man/create_rl_map_cellphonedb.Rd
index 5f6389dc..1f6f2e55 100644
--- a/man/create_rl_map_cellphonedb.Rd
+++ b/man/create_rl_map_cellphonedb.Rd
@@ -42,8 +42,8 @@ Data frame where each row describes a possible receptor-ligand interaction
 Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data.
 }
 \examples{
-rl_map_tiny <- create_rl_map_cellphonedb(genes = domino2:::genes_tiny, 
- proteins = domino2:::proteins_tiny, interactions = domino2:::interactions_tiny, 
- complexes = domino2:::complexes_tiny)
+rl_map_tiny <- create_rl_map_cellphonedb(genes = dominoSignal:::genes_tiny, 
+ proteins = dominoSignal:::proteins_tiny, interactions = dominoSignal:::interactions_tiny, 
+ complexes = dominoSignal:::complexes_tiny)
 
 }
diff --git a/man/dom_clusters.Rd b/man/dom_clusters.Rd
index 816331be..6722163f 100644
--- a/man/dom_clusters.Rd
+++ b/man/dom_clusters.Rd
@@ -18,7 +18,7 @@ A vector containing either the names of the clusters used OR factors of the clus
 A function to pull cluster information from a domino object
 }
 \examples{
-cluster_names <- dom_clusters(domino2:::pbmc_dom_built_tiny)
-cell_cluster_label <- dom_clusters(domino2:::pbmc_dom_built_tiny, labels = TRUE)
+cluster_names <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny)
+cell_cluster_label <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny, labels = TRUE)
 
 }
diff --git a/man/dom_correlations.Rd b/man/dom_correlations.Rd
index b2a0126b..142abc2e 100644
--- a/man/dom_correlations.Rd
+++ b/man/dom_correlations.Rd
@@ -4,10 +4,12 @@
 \alias{dom_correlations}
 \title{Access correlations}
 \usage{
-dom_correlations(dom)
+dom_correlations(dom, type = "rl")
 }
 \arguments{
 \item{dom}{A domino object that has been created with \code{\link[=create_domino]{create_domino()}}}
+
+\item{type}{Either "rl" or "complex", to select between the receptor-ligand or complex correlation matrix}
 }
 \value{
 A matrix containing the correlation values for each receptor (row) by transcription factor (column)
@@ -16,6 +18,6 @@ A matrix containing the correlation values for each receptor (row) by transcript
 A function to pull receptor-transcription factor correlations from a domino object
 }
 \examples{
-cor_matrix <- dom_correlations(domino2:::pbmc_dom_built_tiny)
+cor_matrix <- dom_correlations(dominoSignal:::pbmc_dom_built_tiny, "rl")
 
 }
diff --git a/man/dom_counts.Rd b/man/dom_counts.Rd
index 5b96f6d4..4777bdd5 100644
--- a/man/dom_counts.Rd
+++ b/man/dom_counts.Rd
@@ -16,6 +16,6 @@ A matrix containing the gene expression values for each gene (row) by cell (colu
 A function to pull gene expression from a domino object
 }
 \examples{
-counts <- dom_counts(domino2:::pbmc_dom_built_tiny)
+counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_database.Rd b/man/dom_database.Rd
index d45fdb42..932e49cc 100644
--- a/man/dom_database.Rd
+++ b/man/dom_database.Rd
@@ -20,7 +20,7 @@ a data frame that includes the database information used in the domino object cr
 A function to pull database information from a domino object
 }
 \examples{
-database_name <- dom_database(domino2:::pbmc_dom_built_tiny)
-full_database <- dom_database(domino2:::pbmc_dom_built_tiny, name_only = FALSE)
+database_name <- dom_database(dominoSignal:::pbmc_dom_built_tiny)
+full_database <- dom_database(dominoSignal:::pbmc_dom_built_tiny, name_only = FALSE)
 
 }
diff --git a/man/dom_de.Rd b/man/dom_de.Rd
index 87712d27..c4a1d2d7 100644
--- a/man/dom_de.Rd
+++ b/man/dom_de.Rd
@@ -16,6 +16,6 @@ A matrix containing the p values for differential expression of transcription fa
 A function to pull differential expression p values from a domino object
 }
 \examples{
-de_mat <- dom_de(domino2:::pbmc_dom_built_tiny)
+de_mat <- dom_de(dominoSignal:::pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_info.Rd b/man/dom_info.Rd
index 455b6ff4..86a18d13 100644
--- a/man/dom_info.Rd
+++ b/man/dom_info.Rd
@@ -17,6 +17,6 @@ build parameters that were used in \code{\link[=build_domino]{build_domino()}} t
 A function to pull the parameters used when running \code{\link[=build_domino]{build_domino()}} from a domino object
 }
 \examples{
-build_details <- dom_info(domino2:::pbmc_dom_built_tiny)
+build_details <- dom_info(dominoSignal:::pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_linkages.Rd b/man/dom_linkages.Rd
index 42238c50..6ae91e44 100644
--- a/man/dom_linkages.Rd
+++ b/man/dom_linkages.Rd
@@ -27,7 +27,7 @@ A list containing linkages between some combination of receptors, ligands, trans
 A function to pull linkages from a domino object
 }
 \examples{
-complexes <- dom_linkages(domino2:::pbmc_dom_built_tiny, "complexes")
-tf_rec_by_cluster <- dom_linkages(domino2:::pbmc_dom_built_tiny, "tf-receptor", TRUE)
+complexes <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "complexes")
+tf_rec_by_cluster <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "tf-receptor", TRUE)
 
 }
diff --git a/man/dom_network_items.Rd b/man/dom_network_items.Rd
index 85870b90..e91d2e02 100644
--- a/man/dom_network_items.Rd
+++ b/man/dom_network_items.Rd
@@ -23,7 +23,7 @@ comparing signaling networks across two separate conditions. In order to run
 this \code{\link[=build_domino]{build_domino()}} must be run on the object previously.
 }
 \examples{
-monocyte_receptors <- dom_network_items(domino2:::pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
-all_tfs <- dom_network_items(domino2:::pbmc_dom_built_tiny, return = "features")
+monocyte_receptors <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
+all_tfs <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, return = "features")
 
 }
diff --git a/man/dom_signaling.Rd b/man/dom_signaling.Rd
index 6c189b5b..0d099fff 100644
--- a/man/dom_signaling.Rd
+++ b/man/dom_signaling.Rd
@@ -19,6 +19,6 @@ a data.frame containing the global summed signaling scores between receptors (ro
 A function to pull signaling matrices from a domino object
 }
 \examples{
-monocyte_signaling <- dom_signaling(domino2:::pbmc_dom_built_tiny, cluster = "CD14_monocyte")
+monocyte_signaling <- dom_signaling(dominoSignal:::pbmc_dom_built_tiny, cluster = "CD14_monocyte")
 
 }
diff --git a/man/dom_tf_activation.Rd b/man/dom_tf_activation.Rd
index e1b756d6..0e699957 100644
--- a/man/dom_tf_activation.Rd
+++ b/man/dom_tf_activation.Rd
@@ -16,6 +16,6 @@ A matrix containing the transcription factor activation scores for each feature
 A function to pull transcription factor activation scores from a domino object
 }
 \examples{
-tf_activation <- dom_tf_activation(domino2:::pbmc_dom_built_tiny)
+tf_activation <- dom_tf_activation(dominoSignal:::pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_zscores.Rd b/man/dom_zscores.Rd
index 36ae0e9c..d7eec285 100644
--- a/man/dom_zscores.Rd
+++ b/man/dom_zscores.Rd
@@ -16,6 +16,6 @@ A matrix containing the z-scored gene expression values for each gene (row) by c
 A function to pull z-scored expression from a domino object
 }
 \examples{
-zscores <- dom_zscores(domino2:::pbmc_dom_built_tiny)
+zscores <- dom_zscores(dominoSignal:::pbmc_dom_built_tiny)
 
 }
diff --git a/man/domino-class.Rd b/man/domino-class.Rd
index 911bb658..2e97a83d 100644
--- a/man/domino-class.Rd
+++ b/man/domino-class.Rd
@@ -5,6 +5,9 @@
 \alias{domino-class}
 \alias{domino}
 \title{The domino Class}
+\value{
+an instance of class \code{domino }
+}
 \description{
 The domino class contains all information necessary to calculate receptor-ligand
 signaling. It contains z-scored expression, cell cluster labels, feature values,
diff --git a/man/feat_heatmap.Rd b/man/feat_heatmap.Rd
index 11cf3ae2..3dda8ce7 100644
--- a/man/feat_heatmap.Rd
+++ b/man/feat_heatmap.Rd
@@ -50,10 +50,10 @@ activation scores) by cells organized by cluster.
 }
 \examples{
 #basic usage
-feat_heatmap(domino2:::pbmc_dom_built_tiny)
+feat_heatmap(dominoSignal:::pbmc_dom_built_tiny)
 #using thresholds
 feat_heatmap(
- domino2:::pbmc_dom_built_tiny, min_thresh = 0.1, 
+ dominoSignal:::pbmc_dom_built_tiny, min_thresh = 0.1, 
   max_thresh = 0.6, norm = TRUE, bool = FALSE)
 
 }
diff --git a/man/figures/logo.svg b/man/figures/logo.svg
index 5339e89f..b1251f97 100644
--- a/man/figures/logo.svg
+++ b/man/figures/logo.svg
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/man/gene_network.Rd b/man/gene_network.Rd
index b252f1cd..55a7f6ee 100644
--- a/man/gene_network.Rd
+++ b/man/gene_network.Rd
@@ -44,7 +44,7 @@ will be included in the plot.
 \examples{
 #basic usage
 gene_network(
- domino2:::pbmc_dom_built_tiny, clust = "CD8_T_cell", 
+ dominoSignal:::pbmc_dom_built_tiny, clust = "CD8_T_cell", 
  OutgoingSignalingClust = "CD14_monocyte")
 
 }
diff --git a/man/incoming_signaling_heatmap.Rd b/man/incoming_signaling_heatmap.Rd
index 17102364..e3b69668 100644
--- a/man/incoming_signaling_heatmap.Rd
+++ b/man/incoming_signaling_heatmap.Rd
@@ -48,6 +48,6 @@ plotting function.
 }
 \examples{
 #incoming signaling of the CD8  T cells
-incoming_signaling_heatmap(domino2:::pbmc_dom_built_tiny, "CD8_T_cell")
+incoming_signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, "CD8_T_cell")
 
 }
diff --git a/man/linkage_summary-class.Rd b/man/linkage_summary-class.Rd
index 6fecc85c..ff4320bd 100644
--- a/man/linkage_summary-class.Rd
+++ b/man/linkage_summary-class.Rd
@@ -5,6 +5,9 @@
 \alias{linkage_summary-class}
 \alias{linkage_summary}
 \title{The domino linkage summary class}
+\value{
+an instance of class \code{linkage_summary}
+}
 \description{
 The linkage summary class contains linkages established in multiple domino
 objects through gene regulatory network inference and reference to receptor-
diff --git a/man/mean_ligand_expression.Rd b/man/mean_ligand_expression.Rd
index 03457786..538b6b76 100644
--- a/man/mean_ligand_expression.Rd
+++ b/man/mean_ligand_expression.Rd
@@ -25,7 +25,7 @@ Creates a data frame of mean ligand expression for use in plotting a circos
 plot of ligand expression and saving tables of mean expression.
 }
 \examples{
-counts <- dom_counts(domino2:::pbmc_dom_built_tiny)
+counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
 mean_exp <- mean_ligand_expression(counts,
  ligands = c("PTPRC", "FASLG"), cell_ident = "CD14_monocyte",
  cell_barcodes = colnames(counts), destination = "FAS")
diff --git a/man/plot_differential_linkages.Rd b/man/plot_differential_linkages.Rd
index 05bec871..9aa94919 100644
--- a/man/plot_differential_linkages.Rd
+++ b/man/plot_differential_linkages.Rd
@@ -30,12 +30,10 @@ a Heatmap-class object of features ranked by test_statistic annotated with the p
 Plot differential linkages among domino results ranked by a comparative statistic
 }
 \examples{
-\dontrun{
 plot_differential_linkages(
- differential_linkages = diff_linkages_tiny,
+ differential_linkages = dominoSignal:::tiny_differential_linkage_c1,
  test_statistic = "p.value",
  stat_ranking = "ascending"
 )
-}
 
 }
diff --git a/man/print-domino-method.Rd b/man/print-domino-method.Rd
index 0ca717f2..dd1562b9 100644
--- a/man/print-domino-method.Rd
+++ b/man/print-domino-method.Rd
@@ -16,7 +16,7 @@ a printed description of the number of cell clusters in the object
 Prints a summary of a domino object
 }
 \examples{
-print(domino2:::pbmc_dom_built_tiny)
+print(dominoSignal:::pbmc_dom_built_tiny)
 
 }
 \keyword{internal}
diff --git a/man/rename_clusters.Rd b/man/rename_clusters.Rd
index 3f73f456..5a7259d5 100644
--- a/man/rename_clusters.Rd
+++ b/man/rename_clusters.Rd
@@ -4,12 +4,14 @@
 \alias{rename_clusters}
 \title{Renames clusters in a domino object}
 \usage{
-rename_clusters(dom, clust_conv)
+rename_clusters(dom, clust_conv, warning = FALSE)
 }
 \arguments{
 \item{dom}{Domino object to rename clusters in}
 
 \item{clust_conv}{Named vector of conversions from old to new clusters. Values are taken as new clusters IDs and names as old cluster IDs.}
+
+\item{warning}{Logical. If TRUE, will warn if a cluster is not found in the conversion table. Default is FALSE.}
 }
 \value{
 A domino object with clusters renamed in all applicable slots.
@@ -26,7 +28,6 @@ network.
 \examples{
 new_clust <- c("CD8_T_cell" = "CD8+ T Cells",
  "CD14_monocyte" = "CD14+ Monocytes", "B_cell" = "B Cells")
-pbmc_dom_built_tiny <- rename_clusters(domino2:::pbmc_dom_built_tiny, new_clust)
+pbmc_dom_built_tiny <- rename_clusters(dominoSignal:::pbmc_dom_built_tiny, new_clust)
 
 }
-\keyword{internal}
diff --git a/man/show-domino-method.Rd b/man/show-domino-method.Rd
index 90eae3b1..c71ca008 100644
--- a/man/show-domino-method.Rd
+++ b/man/show-domino-method.Rd
@@ -16,9 +16,9 @@ a printed description of the number of cells in a domino object and its build st
 Shows content overview of domino object
 }
 \examples{
-domino2:::pbmc_dom_built_tiny
+dominoSignal:::pbmc_dom_built_tiny
 
-show(domino2:::pbmc_dom_built_tiny)
+show(dominoSignal:::pbmc_dom_built_tiny)
 
 }
 \keyword{internal}
diff --git a/man/signaling_heatmap.Rd b/man/signaling_heatmap.Rd
index f1f5b765..7c8dffa2 100644
--- a/man/signaling_heatmap.Rd
+++ b/man/signaling_heatmap.Rd
@@ -38,10 +38,10 @@ matrix can be accessed directly in the signaling slot of a domino object.
 }
 \examples{
 #basic usage
-signaling_heatmap(domino2:::pbmc_dom_built_tiny)
+signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny)
 #scale
-signaling_heatmap(domino2:::pbmc_dom_built_tiny, scale = "sqrt")
+signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, scale = "sqrt")
 #normalize
-signaling_heatmap(domino2:::pbmc_dom_built_tiny, normalize = "rec_norm")
+signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, normalize = "rec_norm")
 
 }
diff --git a/man/signaling_network.Rd b/man/signaling_network.Rd
index 03db3a48..f284e27e 100644
--- a/man/signaling_network.Rd
+++ b/man/signaling_network.Rd
@@ -51,7 +51,7 @@ signaling_network(
 
 \item{plot_title}{Text for the plot's title.}
 
-\item{...}{Other parameters to be passed to plot when used with an \code{{igraph}} object.}
+\item{...}{Other parameters to be passed to plot when used with an igraph object.}
 }
 \value{
 an igraph rendered to the active graphics device
@@ -63,10 +63,10 @@ colored based on the color scheme of the ligand expressing cluster.
 }
 \examples{
 #basic usage
-signaling_network(domino2:::pbmc_dom_built_tiny)
+signaling_network(dominoSignal:::pbmc_dom_built_tiny)
 # scaling, thresholds, layouts, selecting clusters
 signaling_network(
- domino2:::pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
+ dominoSignal:::pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
  scale = "none", norm = "none", layout = "fr", scale_by = "none", 
  vert_scale = 5)
 
diff --git a/man/summarize_linkages.Rd b/man/summarize_linkages.Rd
index fe2a7f3c..0c492bb6 100644
--- a/man/summarize_linkages.Rd
+++ b/man/summarize_linkages.Rd
@@ -20,12 +20,11 @@ A linkage summary class object consisting of nested lists of the active transcri
 Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates.
 }
 \examples{
-\dontrun{
-meta_df <- data.frame("ID" = c("P1", "P2"), "group" = c("A", "B"))
-dom_ls <- list("P1" = dom1, "P2" = dom2)
+dom_ls <- dominoSignal:::dom_ls_tiny
+meta_df <- data.frame("ID" = c("dom1", "dom2"), "group" = c("A", "B"))
 summarize_linkages(
  domino_results = dom_ls, subject_meta = meta_df, 
- subject_names = meta_df$ID)
-}
+ subject_names = meta_df$ID
+)
 
 }
diff --git a/man/test_differential_linkages.Rd b/man/test_differential_linkages.Rd
index 6d6e1a3f..283f72c8 100644
--- a/man/test_differential_linkages.Rd
+++ b/man/test_differential_linkages.Rd
@@ -48,9 +48,9 @@ a data frame of results from the test of the differential linkages. Rows corresp
 Statistical test for differential linkages across multiple domino results
 }
 \examples{
-\dontrun{
-test_differential_linkages(linkage_summary = linkage_ls, cluster = "CD8_T_cell", 
- group.by = "group", linkage = "rec_lig", test_name = "fishers.exact")
-}
+test_differential_linkages(
+  linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", group.by = "group", 
+  linkage = "rec", test_name = "fishers.exact"
+)
 
 }
diff --git a/tests/testthat.R b/tests/testthat.R
index 0960dd45..26739076 100644
--- a/tests/testthat.R
+++ b/tests/testthat.R
@@ -1,4 +1,4 @@
 library("testthat")
-library("domino2")
+library("dominoSignal")
 
-test_check("domino2")
\ No newline at end of file
+test_check("dominoSignal")
\ No newline at end of file
diff --git a/tests/testthat/test-convenience_fxns.R b/tests/testthat/test-convenience_fxns.R
new file mode 100644
index 00000000..80d291b8
--- /dev/null
+++ b/tests/testthat/test-convenience_fxns.R
@@ -0,0 +1,28 @@
+test_that("rename_clusters function works correctly", {
+  # Test domino object:
+  dom <- dominoSignal:::pbmc_dom_built_tiny
+  
+  # Define the cluster conversion, Z/new_clust does not match data intentionally
+  clust_conv <- c("W", "X", "Y", "Z")
+  names(clust_conv) <- c(levels(dom@clusters[1:3]), "new_clust")
+
+  # Run the function
+  dom_renamed <- rename_clusters(dom, clust_conv)
+
+  # Check that the clusters were renamed correctly
+  expect_equal(levels(dom_renamed@clusters), c("W", "X", "Y"))
+  expect_equal(colnames(dom_renamed@clust_de), c("W", "X", "Y"))
+  expect_equal(names(dom_renamed@linkages$clust_tf), c("W", "X", "Y"))
+  expect_equal(names(dom_renamed@linkages$clust_rec), c("X", "Y")) # only CD8 T Cell and CD14 monocyte present
+  expect_equal(names(dom_renamed@linkages$clust_incoming_lig), c("X", "Y")) # only CD14 monocyte and CD8 T Cell present
+  expect_equal(names(dom_renamed@linkages$clust_tf_rec), c("W", "X", "Y"))
+  expect_equal(colnames(dom_renamed@signaling), paste0("L_", c("W", "X", "Y")))
+  expect_equal(rownames(dom_renamed@signaling), paste0("R_", c("W", "X", "Y")))
+  expect_equal(names(dom_renamed@cl_signaling_matrices), c("W", "X", "Y"))
+  expect_equal(colnames(dom_renamed@cl_signaling_matrices[["W"]]),
+               paste0("L_", c("W", "X", "Y")))
+  expect_equal(colnames(dom_renamed@cl_signaling_matrices[["X"]]),
+               paste0("L_", c("W", "X", "Y")))
+  expect_equal(colnames(dom_renamed@cl_signaling_matrices[["Y"]]),
+               paste0("L_", c("W", "X", "Y")))
+})
diff --git a/tests/testthat/test-import_fxns.R b/tests/testthat/test-import_fxns.R
index e4c1737b..e5acbade 100644
--- a/tests/testthat/test-import_fxns.R
+++ b/tests/testthat/test-import_fxns.R
@@ -75,3 +75,107 @@ test_that("building a domino object under set parameters", {
   expect_equal(pbmc_dom_built@signaling,
                pbmc_dom_built_tiny@signaling)
 })
+
+test_that("create_rl_map_cellphonedb fails on wrong input arg type.", {
+
+  expect_error(create_rl_map_cellphonedb(
+    genes = list(), proteins = proteins_tiny,
+    interactions = interactions_tiny, complexes = complexes_tiny
+  ), "Class of genes must be one of: character,data.frame")
+
+  expect_error(create_rl_map_cellphonedb(
+    genes = genes_tiny, proteins = list(),
+    interactions = interactions_tiny, complexes = complexes_tiny
+  ), "Class of proteins must be one of: character,data.frame")
+
+  expect_error(create_rl_map_cellphonedb(
+    genes = genes_tiny, proteins = proteins_tiny,
+    interactions = list(), complexes = complexes_tiny
+  ), "Class of interactions must be one of: character,data.frame")
+
+  expect_error(create_rl_map_cellphonedb(
+    genes = genes_tiny, proteins = proteins_tiny,
+    interactions = interactions_tiny, complexes = list()
+  ), "Class of complexes must be one of: character,data.frame")
+
+  expect_error(create_rl_map_cellphonedb(
+    genes = genes_tiny, proteins = proteins_tiny,
+    interactions = interactions_tiny, complexes = complexes_tiny,
+    database_name = list()
+  ), "Class of database_name must be one of: character")
+
+  expect_error(create_rl_map_cellphonedb(
+    genes = genes_tiny, proteins = proteins_tiny,
+    interactions = interactions_tiny, complexes = complexes_tiny,
+    database_name = c("length", ">1")
+  ), "Length of database_name must be one of: 1")
+})
+
+
+test_that("create_domino fails on wrong input arg type.", {
+  #bad rl map
+  bad_rl_map <- "rl_map"
+  expect_error(create_domino(bad_rl_map,
+                             features_tiny,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny,
+                             clusters = clusters_tiny),
+  "Class of rl_map must be one of: data.frame")
+
+  bad_rl_map <- rl_map_tiny
+  colnames(bad_rl_map) <- paste(colnames(bad_rl_map), "qq")
+  expect_error(create_domino(bad_rl_map,
+                             features_tiny,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny,
+                             clusters = clusters_tiny),
+  "Required variables gene_A, gene_B, type_A, type_B not found in rl_map")
+
+  #bad features
+  bad_features <- matrix()
+  expect_error(create_domino(rl_map_tiny,
+                             bad_features,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny,
+                             clusters = clusters_tiny),
+  "No rownames found in features")
+
+  #seurat or counts, zscores and clusters
+  expect_error(create_domino(rl_map_tiny,
+                             auc_tiny),
+  "Class of counts must be one of: matrix,data.frame")
+
+  expect_error(create_domino(rl_map_tiny,
+                             auc_tiny,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny),
+  "Class of clusters must be one of: factor")
+
+  #bad rec_min threshold
+  expect_error(create_domino(rl_map_tiny,
+                             auc_tiny,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny,
+                             clusters = clusters_tiny,
+                             rec_min_thresh = 20
+                             ),
+  "All values in rec_min_thresh must be between 0 and 1")
+
+  expect_error(create_domino(rl_map_tiny,
+                             auc_tiny,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny,
+                             clusters = clusters_tiny,
+                             rec_min_thresh = -20
+                             ),
+  "All values in rec_min_thresh must be between 0 and 1")
+
+  expect_error(create_domino(rl_map_tiny,
+                             auc_tiny,
+                             counts = RNA_count_tiny,
+                             z_scores = RNA_zscore_tiny,
+                             clusters = clusters_tiny,
+                             tf_selection_method = "non-existent"
+                             ),
+  "All values in tf_selection_method must be one of: clusters, variable, all")
+})
\ No newline at end of file
diff --git a/tests/testthat/test-processing_fxns.R b/tests/testthat/test-processing_fxns.R
new file mode 100644
index 00000000..b2fd06de
--- /dev/null
+++ b/tests/testthat/test-processing_fxns.R
@@ -0,0 +1,14 @@
+## unit tests use internal data stored in R/sysdata.R
+
+test_that("build_domino runs correctly", {
+  # use rl_map created in domino2 v0.2.1
+  dom_build <- build_domino(
+    pbmc_dom_tiny,
+    min_tf_pval = .05,
+    max_tf_per_clust = Inf,
+    max_rec_per_tf = Inf,
+    rec_tf_cor_threshold = .1,
+    min_rec_percentage = 0.01
+  )
+  expect_equal(dom_build, pbmc_dom_built_tiny)
+})
diff --git a/tests/testthat/test-utils.R b/tests/testthat/test-utils.R
new file mode 100644
index 00000000..1eb2e8c1
--- /dev/null
+++ b/tests/testthat/test-utils.R
@@ -0,0 +1,44 @@
+test_that("bool conversion function works",{
+  df <- data.frame(list(c1 = c("True", "False"),
+                        c2 = c("False", "True"),
+                        c3 = c(1, 2)),
+                        c4 = c("a", "b"))
+
+  c_df <- conv_py_bools(df)
+
+  expect_equal(class(c_df$c1), "logical")
+  expect_equal(class(c_df$c2), "logical")
+  expect_equal(class(c_df$c3), "numeric")
+  expect_equal(class(c_df$c4), "character")
+
+})
+
+test_that("read if char tries to read a file", {
+  expect_error(read_if_char("./file_that_not_exists.csv",
+                            "cannot open the connection"))
+  expect_error(read_if_char(c('a', 'b')), "Length of obj must be one of: 1")
+})
+
+test_that("mandatory field absence yields error, presence does not", {
+  expect_error(check_arg(arg = data.frame(a = c(1, 2), b = c(3, 4)),
+                         allow_class = "data.frame",
+                         need_vars = c("c")))
+  expect_silent(check_arg(arg = data.frame(a = c(1, 2), b = c(3, 4)),
+                          allow_class = "data.frame",
+                          need_vars = c("a", "b")))
+})
+
+test_that("range checker works", {
+  expect_error(check_arg(1, allow_class = "numeric", allow_range = c(2, 5)),
+               "All values in 1 must be between 2 and 5")
+  expect_silent(check_arg(3, allow_class = "numeric", allow_range = c(2, 5)))
+})
+
+test_that("check_arg works for class", {
+  expect_error(check_arg(1, allow_class = "data.frame"),
+               "Class of 1 must be one of: data.frame")
+  expect_silent(check_arg(data.frame(a = c(1, 2), b = c(3, 4)),
+                          allow_class = "data.frame"))
+  expect_silent(check_arg(data.frame(a = c(1, 2), b = c(3, 4)),
+                          allow_class = c("data.frame", "matrix")))
+})
diff --git a/vignettes/domino_object_vignette.Rmd b/vignettes/domino_object_vignette.Rmd
index 59f1c485..f221005d 100644
--- a/vignettes/domino_object_vignette.Rmd
+++ b/vignettes/domino_object_vignette.Rmd
@@ -1,8 +1,8 @@
 ---
-title: "Interacting with domino2 Objects"
+title: "Interacting with dominoSignal Objects"
 output: rmarkdown::html_vignette
 vignette: >
-  %\VignetteIndexEntry{Interacting with domino2 Objects}
+  %\VignetteIndexEntry{Interacting with dominoSignal Objects}
   %\VignetteEngine{knitr::rmarkdown}
   %\VignetteEncoding{UTF-8}
 ---
@@ -21,27 +21,47 @@ options(timeout = 600)
 ```
 
 ```{r libraries, include=FALSE}
-library(domino2)
+library(dominoSignal)
 ```
 
-```{r setup, include = FALSE}
+```{r setup}
 bfc <- BiocFileCache::BiocFileCache(ask = FALSE)
-data_url <- "https://zenodo.org/records/10222767/files/pbmc_domino_built.rds"
+data_url <- "https://zenodo.org/records/10951634/files/pbmc_domino_built.rds"
 tmp_path <- BiocFileCache::bfcrpath(bfc, data_url)
 dom <- readRDS(tmp_path)
 ```
 
 
-In order to better implement some of the changes that have been made in domino2, the structure of the domino object has been modified. Here, we describe the data that is stored in the domino object, as well as how best to access this data.
 
 ## Object contents
 
-The contents of the [domino object class](`domino-class`) include a few broad groups: 
-- input data, such as the L-R database used, counts, and z-scores
-- calculations, such as correlations or differential expression results
-- linkages, which show connections between TFs, receptors, and ligands across the data set and within clusters
-- signaling matrices, which show expression of ligands signaling to active receptors in clusters (or a summary of overall signaling)
-- build information, which includes the parameters used to build the object in the `build_domino()` functions
+There is a great deal of information stored with the [domino object class](`domino-class`):
+- Input Data
+  - Information about the database used to construct the rl\_map
+  - Inputted counts matrix
+  - Inputted z-scored counts matrix
+  - Inputted cluster labels
+  - Inputted transcription factor activation scores
+- Calculated values
+  - Differential expression p-values of transcription factors in each cluster
+  - Correlation values between ligands and receptors
+  - Median correlation between components of receptor complexes
+- Linkages
+  - Complexes show the component genes of any complexes in the rl map
+  - Receptor ligand linkages as determined from the rl map
+  - Transcription factor target linkages as determined from the SCENIC analysis (or other regulon inference method)
+  - Transcription factors that are differentially expressed in each cluster
+  - Transcription factors that are correlated with receptors
+  - Transcription factors that are correlated with receptors in each cluster
+  - Receptors which are active in each cluster
+  - Ligands that may activate a receptor in a given cluster (so-called incoming ligands; these may include ligands from outside the data set)
+- Signaling matrices
+  - For each cluster, incoming ligands and the clusters within the data set that they are coming from
+  - A summary of signaling between all clusters
+- Miscellaneous Information
+  - Build information, which includes the parameters used to build the object in the `build_domino()` functions
+  - The pared down receptor ligand map information used in building the object
+  - The percent expression of receptors within each cluster
 
 For commonly accessed information (the number of cells, clusters, and some build information), the show and print methods for domino objects can be used.
 
@@ -58,7 +78,7 @@ print(dom)
 In order to facilitate access to the information stored in the domino object, we have provided a collection of functions to retrieve specific items. These functions begin with "dom_" and can be listed using `ls()`.
 
 ```{r list-functions}
-ls("package:domino2", pattern = "^dom_")
+ls("package:dominoSignal", pattern = "^dom_")
 ```
 
 ### Input data
@@ -116,7 +136,7 @@ de_matrix <- dom_de(dom)
 knitr::kable(de_matrix[1:5, 1:5])
 ```
 
-Linkage between receptors and transcription factors is assessed by Spearman correlation between transcription factor activity scores and scaled expression of receptor-encoding genes across all cells in the data set. Spearman coefficients can be accessed with the `dom_correlations()` function.
+Linkage between receptors and transcription factors is assessed by Spearman correlation between transcription factor activity scores and scaled expression of receptor-encoding genes across all cells in the data set. Spearman coefficients can be accessed with the `dom_correlations()` function. Setting `type` to "complex" will return the median correlation between components of receptor complexes; the default ("rl") will return receptor-ligand correlations.
 
 ```{r correlations}
 cor_matrix <- dom_correlations(dom)
@@ -182,7 +202,7 @@ dom_info(dom)
 
 ## Continued Development
 
-Since domino2 is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, we have put together further information on [plotting](vignette("plotting_vignette")) and an example analysis can be viewed on our [Getting Started](vignette("domino2")) page. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know [here](https://github.com/FertigLab/domino_development/issues).
+Since dominoSignal is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, we have put together further information on [plotting](vignette("plotting_vignette")) and an example analysis can be viewed on our [Getting Started](vignette("dominoSignal")) page. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know [here](https://github.com/FertigLab/domino_development/issues).
 
 <details><summary>Vignette Build Information</summary>
 Date last built and session information:
diff --git a/vignettes/plotting_vignette.Rmd b/vignettes/plotting_vignette.Rmd
index 57856424..78da401a 100644
--- a/vignettes/plotting_vignette.Rmd
+++ b/vignettes/plotting_vignette.Rmd
@@ -21,19 +21,25 @@ knitr::opts_chunk$set(
 options(timeout = 300)
 ```
 
-```{r setup, include = FALSE, eval = TRUE}
-library(domino2)
+In addition to the numerous plotting options available in the original [Domino](https://github.com/Elisseeff-Lab/domino), dominoSignal has added more functionality and new methods to improve visualization and interpretation of analysis results. Here, we will go over the different plotting functions available, as well as different options that can be utilized, and options for customization.
+
+## Setup and Data Load
+```{r setup, eval = TRUE}
+library(dominoSignal)
 library(patchwork)
 ```
 
-In addition to the numerous plotting options available in the original [Domino](https://github.com/Elisseeff-Lab/domino), domino2 has added more functionality and new methods to improve visualization and interpretation of analysis results. Here, we will go over the different plotting functions available, as well as different options that can be utilized, and options for customization. We will be using the domino object (loaded as `dom`) from our example analysis in [Getting Started](vignette("domino2")).
+In this tutorial, we will use the domino object we built on the [Getting Started](vigenttes("dominoSignal")) page. If you have not yet built a domino object, you can do so by following the instructions on the [Getting Started](vignette("dominoSignal")) page.
+
+<details><summary>Instructions to load data</summary>
 
-```{r load data, include = FALSE}
+```{r load data}
 bfc <- BiocFileCache::BiocFileCache(ask = FALSE)
-data_url <- "https://zenodo.org/records/10222767/files/pbmc_domino_built.rds"
+data_url <- "https://zenodo.org/records/10951634/files/pbmc_domino_built.rds"
 tmp_path <- BiocFileCache::bfcrpath(bfc, data_url)
 dom <- readRDS(tmp_path)
 ```
+</details>
 
 ## Heatmaps
 
@@ -60,7 +66,7 @@ tfs <- c("PAX5", "JUNB", "FOXJ3", "FOSB")
 cor_heatmap(dom, feats = tfs, recs = receptors)
 ```
 
-The heatmap functions in domino2 are based on `ComplexHeatmap::Heatmap()` and will also accept additional arguments meant for that function. For example, while an argument for clustering rows or columns of the heatmap is not explicitly stated, they can still be passed to `ComplexHeatmap::Heatmap()` through `cor_heatmap()`.
+The heatmap functions in dominoSignal are based on `ComplexHeatmap::Heatmap()` and will also accept additional arguments meant for that function. For example, while an argument for clustering rows or columns of the heatmap is not explicitly stated, they can still be passed to `ComplexHeatmap::Heatmap()` through `cor_heatmap()`.
 
 ```{r corheatmap-ComplexHeatmap-args}
 cor_heatmap(
@@ -167,7 +173,7 @@ signaling_network(dom,
 ## Other Types of Plot
 
 ### Chord Diagrams Connecting Ligands and Receptors
-A new addition to domino2, `circos_ligand_receptor()` creates a chord plot showing ligands that can activate a specific receptor, displaying mean cluster expression of the ligand with the width of the chord.
+A new addition to dominoSignal, `circos_ligand_receptor()` creates a chord plot showing ligands that can activate a specific receptor, displaying mean cluster expression of the ligand with the width of the chord.
 
 ```{r circos, fig.asp = 0.6, out.width = "90%"}
 circos_ligand_receptor(dom, receptor = "CD74")
@@ -196,7 +202,7 @@ Do keep in mind that there is an argument for `remove_rec_dropout` that should m
 
 ## Continued Development
 
-Since domino2 is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, to view an example analysis, see our [Getting Started](vignette("domino2")) page, or see our [domino object structure](vignette("domino_object_vignette")) page to get familiar with the object structure. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know [here](https://github.com/FertigLab/domino_development/issues).
+Since dominoSignal is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, to view an example analysis, see our [Getting Started](vignette("dominoSignal")) page, or see our [domino object structure](vignette("domino_object_vignette")) page to get familiar with the object structure. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know [here](https://github.com/FertigLab/domino_development/issues).
 
 <details><summary>Vignette Build Information</summary>
 Date last built and session information:

From f873189b199f085639a5e8b57b67146668cae352 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 20 May 2024 10:26:53 -0400
Subject: [PATCH 09/35] remove pkgdown documentation from master merge

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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Interacting with domino2 Objects</h1>
-            
-      
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/domino_object_vignette.Rmd" class="external-link"><code>vignettes/domino_object_vignette.Rmd</code></a></small>
-      <div class="d-none name"><code>domino_object_vignette.Rmd</code></div>
-    </div>
-
-    
-    
-<p>In order to better implement some of the changes that have been made
-in domino2, the structure of the domino object has been modified. Here,
-we describe the data that is stored in the domino object, as well as how
-best to access this data.</p>
-<div class="section level2">
-<h2 id="object-contents">Object contents<a class="anchor" aria-label="anchor" href="#object-contents"></a>
-</h2>
-<p>The contents of the <a href="%60domino-class%60">domino object
-class</a> include a few broad groups: - input data, such as the L-R
-database used, counts, and z-scores - calculations, such as correlations
-or differential expression results - linkages, which show connections
-between TFs, receptors, and ligands across the data set and within
-clusters - signaling matrices, which show expression of ligands
-signaling to active receptors in clusters (or a summary of overall
-signaling) - build information, which includes the parameters used to
-build the object in the <code><a href="../reference/build_domino.html">build_domino()</a></code> functions</p>
-<p>For commonly accessed information (the number of cells, clusters, and
-some build information), the show and print methods for domino objects
-can be used.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dom</span></span>
-<span><span class="co">#&gt; A domino object of 2700 cells</span></span>
-<span><span class="co">#&gt; Built with signaling between 9 clusters</span></span></code></pre></div>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; A domino object of 2700 cells</span></span>
-<span><span class="co">#&gt; Built with signaling between 9 clusters</span></span></code></pre></div>
-</div>
-<div class="section level2">
-<h2 id="access-functions">Access functions<a class="anchor" aria-label="anchor" href="#access-functions"></a>
-</h2>
-<p>In order to facilitate access to the information stored in the domino
-object, we have provided a collection of functions to retrieve specific
-items. These functions begin with “dom_” and can be listed using
-<code><a href="https://rdrr.io/r/base/ls.html" class="external-link">ls()</a></code>.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/ls.html" class="external-link">ls</a></span><span class="op">(</span><span class="st">"package:domino2"</span>, pattern <span class="op">=</span> <span class="st">"^dom_"</span><span class="op">)</span></span>
-<span><span class="co">#&gt;  [1] "dom_clusters"      "dom_correlations"  "dom_counts"       </span></span>
-<span><span class="co">#&gt;  [4] "dom_database"      "dom_de"            "dom_info"         </span></span>
-<span><span class="co">#&gt;  [7] "dom_linkages"      "dom_network_items" "dom_signaling"    </span></span>
-<span><span class="co">#&gt; [10] "dom_tf_activation" "dom_zscores"</span></span></code></pre></div>
-<div class="section level3">
-<h3 id="input-data">Input data<a class="anchor" aria-label="anchor" href="#input-data"></a>
-</h3>
-<p>When creating a domino object with the <code><a href="../reference/create_domino.html">create_domino()</a></code>
-function, several inputs are required which are then stored in the
-domino object itself. These include cluster labels, the counts matrix,
-z-scored counts matrix, transcription factor activation scores, and the
-R-L database used in <code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>.</p>
-<p>For example, to access the cluster names in the domino object:</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_clusters.html">dom_clusters</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "naive_CD4_T_cell"  "CD14_monocyte"     "memory_CD4_T_cell"</span></span>
-<span><span class="co">#&gt; [4] "B_cell"            "CD8_T_cell"        "CD16_monocyte"    </span></span>
-<span><span class="co">#&gt; [7] "NK_cell"           "dendritic_cell"    "platelet"</span></span></code></pre></div>
-<p>Setting an argument <code>labels = TRUE</code> will return the vector
-of cluster labels for each cell rather than the unique cluster
-names.</p>
-<p>To access the counts:</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">count_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_counts.html">dom_counts</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">count_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="14%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">AAACATACAACCAC-1</th>
-<th align="right">AAACATTGAGCTAC-1</th>
-<th align="right">AAACATTGATCAGC-1</th>
-<th align="right">AAACCGTGCTTCCG-1</th>
-<th align="right">AAACCGTGTATGCG-1</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">AL627309.1</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="even">
-<td align="left">AP006222.2</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="odd">
-<td align="left">RP11-206L10.2</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="even">
-<td align="left">RP11-206L10.9</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-<tr class="odd">
-<td align="left">LINC00115</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0</td>
-</tr>
-</tbody>
-</table>
-<p>Or z-scored counts:</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">z_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_zscores.html">dom_zscores</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">z_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="14%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-<col width="17%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">AAACATACAACCAC-1</th>
-<th align="right">AAACATTGAGCTAC-1</th>
-<th align="right">AAACATTGATCAGC-1</th>
-<th align="right">AAACCGTGCTTCCG-1</th>
-<th align="right">AAACCGTGTATGCG-1</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">AL627309.1</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-<td align="right">-0.0574500</td>
-</tr>
-<tr class="even">
-<td align="left">AP006222.2</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-<td align="right">-0.0331877</td>
-</tr>
-<tr class="odd">
-<td align="left">RP11-206L10.2</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-<td align="right">-0.0411864</td>
-</tr>
-<tr class="even">
-<td align="left">RP11-206L10.9</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-<td align="right">-0.0332568</td>
-</tr>
-<tr class="odd">
-<td align="left">LINC00115</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-<td align="right">-0.0812841</td>
-</tr>
-</tbody>
-</table>
-<p>The transcription factor activation scores can be similarly
-accessed:</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">activation_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_tf_activation.html">dom_tf_activation</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">activation_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table style="width:100%;" class="table">
-<colgroup>
-<col width="7%">
-<col width="18%">
-<col width="18%">
-<col width="18%">
-<col width="18%">
-<col width="18%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">AAACATACAACCAC-1</th>
-<th align="right">AAACATTGAGCTAC-1</th>
-<th align="right">AAACATTGATCAGC-1</th>
-<th align="right">AAACCGTGCTTCCG-1</th>
-<th align="right">AAACCGTGTATGCG-1</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">ARID3A</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1825397</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">ARNTL</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0338921</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0276239</td>
-<td align="right">0.0131924</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF1</td>
-<td align="right">0.2017909</td>
-<td align="right">0.1039150</td>
-<td align="right">0.1261974</td>
-<td align="right">0.1303623</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">ATF2</td>
-<td align="right">0.0754373</td>
-<td align="right">0.0822400</td>
-<td align="right">0.1471088</td>
-<td align="right">0.0693635</td>
-<td align="right">0.0710641</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF3</td>
-<td align="right">0.0678526</td>
-<td align="right">0.0763180</td>
-<td align="right">0.0774797</td>
-<td align="right">0.1279762</td>
-<td align="right">0.0527818</td>
-</tr>
-</tbody>
-</table>
-<p>Information about the database referenced for ligand-receptor pairs
-and composition of protien complexes can be extracted from the
-<code><a href="../reference/dom_database.html">dom_database()</a></code> function. By default, the function returns
-the name(s) of the database(s) used:</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_database.html">dom_database</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "CellPhoneDB_v4.0"</span></span></code></pre></div>
-<p>If you would like to view the entire ligand-receptor map, set
-<code>name_only = FALSE</code>:</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">db_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_database.html">dom_database</a></span><span class="op">(</span><span class="va">dom</span>, name_only <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">db_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<thead><tr class="header">
-<th align="left">int_pair</th>
-<th align="left">name_A</th>
-<th align="left">uniprot_A</th>
-<th align="left">gene_A</th>
-<th align="left">type_A</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">FGF4 &amp; FGFR1</td>
-<td align="left">FGF4</td>
-<td align="left">P08620</td>
-<td align="left">FGF4</td>
-<td align="left">L</td>
-</tr>
-<tr class="even">
-<td align="left">ADORA3 &amp; ENTPD1</td>
-<td align="left">ADORA3</td>
-<td align="left">P0DMS8</td>
-<td align="left">ADORA3</td>
-<td align="left">R</td>
-</tr>
-<tr class="odd">
-<td align="left">EPHB3 &amp; EFNB1</td>
-<td align="left">EPHB3</td>
-<td align="left">P54753</td>
-<td align="left">EPHB3</td>
-<td align="left">R</td>
-</tr>
-<tr class="even">
-<td align="left">TNFSF18 &amp; TNFRSF18</td>
-<td align="left">TNFSF18</td>
-<td align="left">Q9UNG2</td>
-<td align="left">TNFSF18</td>
-<td align="left">L</td>
-</tr>
-<tr class="odd">
-<td align="left">EFNA1 &amp; EPHA1</td>
-<td align="left">EFNA1</td>
-<td align="left">P20827</td>
-<td align="left">EFNA1</td>
-<td align="left">L</td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section level3">
-<h3 id="calculations">Calculations<a class="anchor" aria-label="anchor" href="#calculations"></a>
-</h3>
-<p>Active transcription factors in each cluster are determined by
-conducting wilcoxon rank sum tests for each transcription factor where
-the transcription factor activity scores amongst all cells in a cluster
-are tested against the activity scores of all cells outside of the
-cluster. The p-values for the one-sided test for greater activity within
-the cluster compared to outside can be accessed with the
-<code><a href="../reference/dom_de.html">dom_de()</a></code> function.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">de_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_de.html">dom_de</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">de_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="9%">
-<col width="22%">
-<col width="18%">
-<col width="23%">
-<col width="12%">
-<col width="14%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">naive_CD4_T_cell</th>
-<th align="right">CD14_monocyte</th>
-<th align="right">memory_CD4_T_cell</th>
-<th align="right">B_cell</th>
-<th align="right">CD8_T_cell</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">ARID3A</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.9999909</td>
-<td align="right">0.9999718</td>
-<td align="right">0.9999031</td>
-</tr>
-<tr class="even">
-<td align="left">ARNTL</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.3287915</td>
-<td align="right">1.0000000</td>
-<td align="right">0.8408834</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF1</td>
-<td align="right">0.0942821</td>
-<td align="right">0.7919584</td>
-<td align="right">0.0000000</td>
-<td align="right">0.9999999</td>
-<td align="right">0.8473444</td>
-</tr>
-<tr class="even">
-<td align="left">ATF2</td>
-<td align="right">0.0000002</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">1.0000000</td>
-<td align="right">0.6222360</td>
-</tr>
-<tr class="odd">
-<td align="left">ATF3</td>
-<td align="right">1.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">1.0000000</td>
-<td align="right">1.0000000</td>
-<td align="right">1.0000000</td>
-</tr>
-</tbody>
-</table>
-<p>Linkage between receptors and transcription factors is assessed by
-Spearman correlation between transcription factor activity scores and
-scaled expression of receptor-encoding genes across all cells in the
-data set. Spearman coefficients can be accessed with the
-<code><a href="../reference/dom_correlations.html">dom_correlations()</a></code> function.</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cor_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_correlations.html">dom_correlations</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">cor_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">ARID3A</th>
-<th align="right">ARNTL</th>
-<th align="right">ATF1</th>
-<th align="right">ATF2</th>
-<th align="right">ATF3</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">FGFR1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">ADORA3</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">EPHB3</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">TNFRSF18</td>
-<td align="right">-0.0415026</td>
-<td align="right">0.0292465</td>
-<td align="right">0.0411616</td>
-<td align="right">0.0595802</td>
-<td align="right">-0.0560694</td>
-</tr>
-<tr class="odd">
-<td align="left">EPHA1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section level3">
-<h3 id="linkages">Linkages<a class="anchor" aria-label="anchor" href="#linkages"></a>
-</h3>
-<p>Linkages between ligands, receptors, and transcription factors can be
-accessed in several different ways, depending on the specific link and
-the scope desired. The <code><a href="../reference/dom_linkages.html">dom_linkages()</a></code> function has three
-arguments - the first, like all of our access functions, is for the
-domino object. The second, <code>link_type</code>, is used to specify
-which linkages are desired (options are complexes, receptor-ligand,
-tf-target, or tf-receptor). The third argument, <code>by_cluster</code>,
-determines whether the linkages returned are arranged by cluster (though
-this does change the available linkage types to tf-receptor, receptor,
-or incoming-ligand). For example, to access the complexes used across
-the dataset:</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">complex_links</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_linkages.html">dom_linkages</a></span><span class="op">(</span><span class="va">dom</span>, link_type <span class="op">=</span> <span class="st">"complexes"</span><span class="op">)</span></span>
-<span><span class="co"># Look for components of NODAL receptor complex</span></span>
-<span><span class="va">complex_links</span><span class="op">$</span><span class="va">NODAL_receptor</span></span>
-<span><span class="co">#&gt; [1] "ACVR1B"       "ACVR2B"       "TDGF1"        "character(0)"</span></span></code></pre></div>
-<p>To view incoming ligands to each cluster:</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">incoming_links</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_linkages.html">dom_linkages</a></span><span class="op">(</span><span class="va">dom</span>, link_type <span class="op">=</span> <span class="st">"incoming-ligand"</span>, by_cluster <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
-<span><span class="co"># Check incoming signals to dendritic cells</span></span>
-<span><span class="va">incoming_links</span><span class="op">$</span><span class="va">dendritic_cell</span></span>
-<span><span class="co">#&gt;  [1] "MIF"          "APP"          "COPA"         "CD99"         "CD1D"        </span></span>
-<span><span class="co">#&gt;  [6] "HLA-F"        "INS"          "ANXA1"        "CXCL9"        "BMP8B"       </span></span>
-<span><span class="co">#&gt; [11] "a4b1_complex" "aVb3_complex" "TG"           "CSF3"         "IL34"        </span></span>
-<span><span class="co">#&gt; [16] "CSF1"         "CSF2"         "TNF"          "GRN"          "LTA"         </span></span>
-<span><span class="co">#&gt; [21] "CTLA4"        "CD28"</span></span></code></pre></div>
-<p>If, for some reason, you find yourself in need of the entire linkage
-structure (not recommended), it can be accessed through its slot name;
-domino objects are S4 objects.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">all_linkages</span> <span class="op">&lt;-</span> <span class="fu">slot</span><span class="op">(</span><span class="va">dom</span>, <span class="st">"linkages"</span><span class="op">)</span></span>
-<span><span class="co"># Names of all sub-structures:</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">all_linkages</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "complexes"          "rec_lig"            "tf_targets"        </span></span>
-<span><span class="co">#&gt; [4] "clust_tf"           "tf_rec"             "clust_tf_rec"      </span></span>
-<span><span class="co">#&gt; [7] "clust_rec"          "clust_incoming_lig"</span></span></code></pre></div>
-<p>Alternately, to obtain a simplified list of receptors, ligands,
-and/or features in the domino object, use the
-<code><a href="../reference/dom_network_items.html">dom_network_items()</a></code> function. To pull all transcription
-factors associated with the dendritic cell cluster:</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dc_tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_network_items.html">dom_network_items</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"dendritic_cell"</span>, return <span class="op">=</span> <span class="st">"features"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">dc_tfs</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "ZNF189" "KLF12"  "ETV7"   "IRF8"   "KLF6"   "FOS"</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="signaling-matrices">Signaling Matrices<a class="anchor" aria-label="anchor" href="#signaling-matrices"></a>
-</h3>
-<p>The averaged z-scored expression of ligands and receptors between
-different clusters can be accessed in matrix form.</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">signal_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_signaling.html">dom_signaling</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">signal_matrix</span><span class="op">)</span></span></code></pre></div>
-<table style="width:100%;" class="table">
-<colgroup>
-<col width="13%">
-<col width="12%">
-<col width="10%">
-<col width="13%">
-<col width="6%">
-<col width="8%">
-<col width="10%">
-<col width="6%">
-<col width="11%">
-<col width="7%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">L_naive_CD4_T_cell</th>
-<th align="right">L_CD14_monocyte</th>
-<th align="right">L_memory_CD4_T_cell</th>
-<th align="right">L_B_cell</th>
-<th align="right">L_CD8_T_cell</th>
-<th align="right">L_CD16_monocyte</th>
-<th align="right">L_NK_cell</th>
-<th align="right">L_dendritic_cell</th>
-<th align="right">L_platelet</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">R_naive_CD4_T_cell</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1711738</td>
-<td align="right">0.1142025</td>
-<td align="right">0.1316175</td>
-<td align="right">0.2223212</td>
-<td align="right">0.2429505</td>
-<td align="right">0.000000</td>
-<td align="right">0.00000</td>
-</tr>
-<tr class="even">
-<td align="left">R_CD14_monocyte</td>
-<td align="right">0.9054293</td>
-<td align="right">2.2595922</td>
-<td align="right">1.8484199</td>
-<td align="right">0.4113900</td>
-<td align="right">1.2793445</td>
-<td align="right">1.6668345</td>
-<td align="right">2.0653175</td>
-<td align="right">4.629239</td>
-<td align="right">3.38459</td>
-</tr>
-<tr class="odd">
-<td align="left">R_memory_CD4_T_cell</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1711738</td>
-<td align="right">0.1142025</td>
-<td align="right">0.1316175</td>
-<td align="right">0.2223212</td>
-<td align="right">0.2429505</td>
-<td align="right">0.000000</td>
-<td align="right">0.00000</td>
-</tr>
-<tr class="even">
-<td align="left">R_B_cell</td>
-<td align="right">0.0513875</td>
-<td align="right">0.1920610</td>
-<td align="right">0.2819420</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2508179</td>
-<td align="right">0.1639465</td>
-<td align="right">1.052996</td>
-<td align="right">2.47526</td>
-</tr>
-<tr class="odd">
-<td align="left">R_CD8_T_cell</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1711738</td>
-<td align="right">0.1142025</td>
-<td align="right">0.1316175</td>
-<td align="right">0.2223212</td>
-<td align="right">0.2429505</td>
-<td align="right">0.000000</td>
-<td align="right">0.00000</td>
-</tr>
-<tr class="even">
-<td align="left">R_CD16_monocyte</td>
-<td align="right">0.9054293</td>
-<td align="right">2.2595922</td>
-<td align="right">1.8484199</td>
-<td align="right">0.4113900</td>
-<td align="right">1.2793445</td>
-<td align="right">1.6668345</td>
-<td align="right">2.0653175</td>
-<td align="right">4.629239</td>
-<td align="right">3.38459</td>
-</tr>
-<tr class="odd">
-<td align="left">R_NK_cell</td>
-<td align="right">0.1127173</td>
-<td align="right">1.5182660</td>
-<td align="right">0.6536131</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2272370</td>
-<td align="right">1.0199925</td>
-<td align="right">0.4168540</td>
-<td align="right">2.582174</td>
-<td align="right">2.47526</td>
-</tr>
-<tr class="even">
-<td align="left">R_dendritic_cell</td>
-<td align="right">0.2412594</td>
-<td align="right">2.2595922</td>
-<td align="right">1.4862873</td>
-<td align="right">0.0583676</td>
-<td align="right">1.2793445</td>
-<td align="right">1.0699215</td>
-<td align="right">2.0653175</td>
-<td align="right">4.629239</td>
-<td align="right">3.38459</td>
-</tr>
-<tr class="odd">
-<td align="left">R_platelet</td>
-<td align="right">0.4466970</td>
-<td align="right">0.7381964</td>
-<td align="right">0.5150958</td>
-<td align="right">0.4113900</td>
-<td align="right">0.3264903</td>
-<td align="right">1.0468853</td>
-<td align="right">0.5332812</td>
-<td align="right">2.317655</td>
-<td align="right">2.47526</td>
-</tr>
-</tbody>
-</table>
-<p>To view signaling to a specific cluster from the other clusters, set
-the <code>cluster</code> argument to the cluster name.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">dc_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_signaling.html">dom_signaling</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"dendritic_cell"</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">dc_matrix</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="2%">
-<col width="12%">
-<col width="11%">
-<col width="12%">
-<col width="8%">
-<col width="10%">
-<col width="11%">
-<col width="9%">
-<col width="11%">
-<col width="9%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="right">dendritic_cell.L_naive_CD4_T_cell</th>
-<th align="right">dendritic_cell.L_CD14_monocyte</th>
-<th align="right">dendritic_cell.L_memory_CD4_T_cell</th>
-<th align="right">dendritic_cell.L_B_cell</th>
-<th align="right">dendritic_cell.L_CD8_T_cell</th>
-<th align="right">dendritic_cell.L_CD16_monocyte</th>
-<th align="right">dendritic_cell.L_NK_cell</th>
-<th align="right">dendritic_cell.L_dendritic_cell</th>
-<th align="right">dendritic_cell.L_platelet</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">MIF</td>
-<td align="right">0.0513875</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2283356</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1639465</td>
-<td align="right">0.3383730</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">APP</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0910785</td>
-<td align="right">0.0478541</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.5651886</td>
-<td align="right">2.0283841</td>
-</tr>
-<tr class="odd">
-<td align="left">COPA</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1009825</td>
-<td align="right">0.0057523</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2508179</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1494349</td>
-<td align="right">0.4468762</td>
-</tr>
-<tr class="even">
-<td align="left">CD99</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0249929</td>
-<td align="right">0.1941752</td>
-<td align="right">0.0000000</td>
-<td align="right">0.5222139</td>
-<td align="right">0.0000000</td>
-<td align="right">0.9530171</td>
-<td align="right">0.1656705</td>
-<td align="right">0.9093296</td>
-</tr>
-<tr class="odd">
-<td align="left">CD1D</td>
-<td align="right">0.0000000</td>
-<td align="right">0.5461355</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0583676</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1733057</td>
-<td align="right">0.0000000</td>
-<td align="right">1.2646585</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">HLA-F</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0133417</td>
-<td align="right">0.0000000</td>
-<td align="right">0.3264903</td>
-<td align="right">0.0258488</td>
-<td align="right">0.3693347</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">ANXA1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1618442</td>
-<td align="right">0.4100748</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2618538</td>
-<td align="right">0.0687405</td>
-<td align="right">0.5600050</td>
-<td align="right">0.6167362</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">CXCL9</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0083536</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">CSF1</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0487887</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0043552</td>
-<td align="right">0.0090572</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">TNF</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0543116</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1574295</td>
-<td align="right">0.0589903</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0061102</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">GRN</td>
-<td align="right">0.0000000</td>
-<td align="right">1.3262050</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.4878632</td>
-<td align="right">0.0000000</td>
-<td align="right">1.5230676</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">LTA</td>
-<td align="right">0.0613298</td>
-<td align="right">0.0000000</td>
-<td align="right">0.1746769</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0099570</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="odd">
-<td align="left">CTLA4</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0638344</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-<tr class="even">
-<td align="left">CD28</td>
-<td align="right">0.1285421</td>
-<td align="right">0.0000000</td>
-<td align="right">0.2451419</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0113571</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-<td align="right">0.0000000</td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section level3">
-<h3 id="build-information">Build information<a class="anchor" aria-label="anchor" href="#build-information"></a>
-</h3>
-<p>To keep track of the options set when running
-<code><a href="../reference/build_domino.html">build_domino()</a></code>, they are stored within the domino object
-itself. To view these options, use the <code><a href="../reference/dom_info.html">dom_info()</a></code>
-function.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_info.html">dom_info</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
-<span><span class="co">#&gt; $create</span></span>
-<span><span class="co">#&gt; [1] TRUE</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; $build</span></span>
-<span><span class="co">#&gt; [1] TRUE</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; $build_variables</span></span>
-<span><span class="co">#&gt;     max_tf_per_clust          min_tf_pval       max_rec_per_tf </span></span>
-<span><span class="co">#&gt;               25.000                0.001               25.000 </span></span>
-<span><span class="co">#&gt; rec_tf_cor_threshold   min_rec_percentage </span></span>
-<span><span class="co">#&gt;                0.250                0.100</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h2>
-<p>Since domino2 is a package still being developed, there are new
-functions and features that will be implemented in future versions. In
-the meantime, we have put together further information on <a href="vignette(%22plotting_vignette%22)">plotting</a> and an example
-analysis can be viewed on our <a href="vignette(%22domino2%22)">Getting
-Started</a> page. Additionally, if you find any bugs, have further
-questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
-<details><summary>
-Vignette Build Information
-</summary><p>Date last built and session information:</p>
-<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "2024-02-02"</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; R version 4.3.2 (2023-10-31)</span></span>
-<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
-<span><span class="co">#&gt; Running under: Ubuntu 22.04.3 LTS</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; Matrix products: default</span></span>
-<span><span class="co">#&gt; BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 </span></span>
-<span><span class="co">#&gt; LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; locale:</span></span>
-<span><span class="co">#&gt;  [1] LC_CTYPE=C.UTF-8       LC_NUMERIC=C           LC_TIME=C.UTF-8       </span></span>
-<span><span class="co">#&gt;  [4] LC_COLLATE=C.UTF-8     LC_MONETARY=C.UTF-8    LC_MESSAGES=C.UTF-8   </span></span>
-<span><span class="co">#&gt;  [7] LC_PAPER=C.UTF-8       LC_NAME=C              LC_ADDRESS=C          </span></span>
-<span><span class="co">#&gt; [10] LC_TELEPHONE=C         LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C   </span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; time zone: UTC</span></span>
-<span><span class="co">#&gt; tzcode source: system (glibc)</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; attached base packages:</span></span>
-<span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; other attached packages:</span></span>
-<span><span class="co">#&gt; [1] domino2_0.99.1</span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
-<span><span class="co">#&gt;   [1] DBI_1.2.1               bitops_1.0-7            formatR_1.14           </span></span>
-<span><span class="co">#&gt;   [4] biomaRt_2.58.2          rlang_1.1.3             magrittr_2.0.3         </span></span>
-<span><span class="co">#&gt;   [7] clue_0.3-65             GetoptLong_1.0.5        matrixStats_1.2.0      </span></span>
-<span><span class="co">#&gt;  [10] compiler_4.3.2          RSQLite_2.3.5           png_0.1-8              </span></span>
-<span><span class="co">#&gt;  [13] systemfonts_1.0.5       vctrs_0.6.5             stringr_1.5.1          </span></span>
-<span><span class="co">#&gt;  [16] pkgconfig_2.0.3         shape_1.4.6             crayon_1.5.2           </span></span>
-<span><span class="co">#&gt;  [19] fastmap_1.1.1           backports_1.4.1         dbplyr_2.4.0           </span></span>
-<span><span class="co">#&gt;  [22] XVector_0.42.0          utf8_1.2.4              rmarkdown_2.25         </span></span>
-<span><span class="co">#&gt;  [25] ragg_1.2.7              purrr_1.0.2             bit_4.0.5              </span></span>
-<span><span class="co">#&gt;  [28] xfun_0.41               zlibbioc_1.48.0         cachem_1.0.8           </span></span>
-<span><span class="co">#&gt;  [31] GenomeInfoDb_1.38.5     jsonlite_1.8.8          progress_1.2.3         </span></span>
-<span><span class="co">#&gt;  [34] blob_1.2.4              broom_1.0.5             parallel_4.3.2         </span></span>
-<span><span class="co">#&gt;  [37] prettyunits_1.2.0       cluster_2.1.4           R6_2.5.1               </span></span>
-<span><span class="co">#&gt;  [40] bslib_0.6.1             stringi_1.8.3           RColorBrewer_1.1-3     </span></span>
-<span><span class="co">#&gt;  [43] car_3.1-2               jquerylib_0.1.4         Rcpp_1.0.12            </span></span>
-<span><span class="co">#&gt;  [46] iterators_1.0.14        knitr_1.45              IRanges_2.36.0         </span></span>
-<span><span class="co">#&gt;  [49] igraph_2.0.1.1          Matrix_1.6-5            tidyselect_1.2.0       </span></span>
-<span><span class="co">#&gt;  [52] abind_1.4-5             yaml_2.3.8              doParallel_1.0.17      </span></span>
-<span><span class="co">#&gt;  [55] codetools_0.2-19        curl_5.2.0              lattice_0.21-9         </span></span>
-<span><span class="co">#&gt;  [58] tibble_3.2.1            plyr_1.8.9              withr_3.0.0            </span></span>
-<span><span class="co">#&gt;  [61] Biobase_2.62.0          KEGGREST_1.42.0         evaluate_0.23          </span></span>
-<span><span class="co">#&gt;  [64] desc_1.4.3              BiocFileCache_2.10.1    xml2_1.3.6             </span></span>
-<span><span class="co">#&gt;  [67] circlize_0.4.15         Biostrings_2.70.2       pillar_1.9.0           </span></span>
-<span><span class="co">#&gt;  [70] ggpubr_0.6.0            filelock_1.0.3          carData_3.0-5          </span></span>
-<span><span class="co">#&gt;  [73] foreach_1.5.2           stats4_4.3.2            generics_0.1.3         </span></span>
-<span><span class="co">#&gt;  [76] RCurl_1.98-1.14         S4Vectors_0.40.2        hms_1.1.3              </span></span>
-<span><span class="co">#&gt;  [79] ggplot2_3.4.4           munsell_0.5.0           scales_1.3.0           </span></span>
-<span><span class="co">#&gt;  [82] glue_1.7.0              tools_4.3.2             ggsignif_0.6.4         </span></span>
-<span><span class="co">#&gt;  [85] fs_1.6.3                XML_3.99-0.16.1         grid_4.3.2             </span></span>
-<span><span class="co">#&gt;  [88] tidyr_1.3.1             AnnotationDbi_1.64.1    colorspace_2.1-0       </span></span>
-<span><span class="co">#&gt;  [91] GenomeInfoDbData_1.2.11 cli_3.6.2               rappdirs_0.3.3         </span></span>
-<span><span class="co">#&gt;  [94] textshaping_0.3.7       fansi_1.0.6             ComplexHeatmap_2.18.0  </span></span>
-<span><span class="co">#&gt;  [97] dplyr_1.1.4             gtable_0.3.4            rstatix_0.7.2          </span></span>
-<span><span class="co">#&gt; [100] sass_0.4.8              digest_0.6.34           BiocGenerics_0.48.1    </span></span>
-<span><span class="co">#&gt; [103] rjson_0.2.21            memoise_2.0.1           htmltools_0.5.7        </span></span>
-<span><span class="co">#&gt; [106] pkgdown_2.0.7           lifecycle_1.0.4         httr_1.4.7             </span></span>
-<span><span class="co">#&gt; [109] GlobalOptions_0.1.2     bit64_4.0.5</span></span></code></pre></div>
-</details>
-</div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside>
-</div>
-
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
-
-    </footer>
-</div>
-
-  
-
-  
-
-  </body>
-</html>
diff --git a/articles/plotting_vignette.html b/articles/plotting_vignette.html
deleted file mode 100644
index 6186164e..00000000
--- a/articles/plotting_vignette.html
+++ /dev/null
@@ -1,400 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
-<head>
-<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
-<meta charset="utf-8">
-<meta http-equiv="X-UA-Compatible" content="IE=edge">
-<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
-<meta name="description" content="domino2">
-<title>Plotting Functions and Options • domino2</title>
-<!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png">
-<link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png">
-<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png">
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-<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png">
-<script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
-<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
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-      <img src="../logo.svg" class="logo" alt=""><h1>Plotting Functions and Options</h1>
-            
-      
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/plotting_vignette.Rmd" class="external-link"><code>vignettes/plotting_vignette.Rmd</code></a></small>
-      <div class="d-none name"><code>plotting_vignette.Rmd</code></div>
-    </div>
-
-    
-    
-<p>In addition to the numerous plotting options available in the
-original <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Domino</a>,
-domino2 has added more functionality and new methods to improve
-visualization and interpretation of analysis results. Here, we will go
-over the different plotting functions available, as well as different
-options that can be utilized, and options for customization. We will be
-using the domino object (loaded as <code>dom</code>) from our example
-analysis in <a href="vignette(%22domino2%22)">Getting Started</a>.</p>
-<div class="section level2">
-<h2 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a>
-</h2>
-<div class="section level3">
-<h3 id="correlations-between-receptors-and-transcription-factors">Correlations between receptors and transcription factors<a class="anchor" aria-label="anchor" href="#correlations-between-receptors-and-transcription-factors"></a>
-</h3>
-<p><code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code> can be used to show the correlations
-calculated between receptors and transcription factors.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span>, column_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">8</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-1.png" width="700"></p>
-<p>In addition to displaying the scores for the correlations, this
-function can also be used to identify correlations above a certain value
-(using the <code>bool</code> and <code>bool_thresh</code> arguments) or
-to identify the combinations of receptors and transcription factors
-(TFs) that are connected (with argument
-<code>mark_connections</code>).</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-options-1.png" width="50%"><img src="plotting_vignette_files/figure-html/corheatmap-options-2.png" width="50%"></p>
-<p>If only a subset of receptors or transcription factors are of
-interest, a vector of either (or both) can be passed to the
-function.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">receptors</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CSF1R"</span>, <span class="st">"CSF3R"</span>, <span class="st">"CCR7"</span>, <span class="st">"FCER2"</span><span class="op">)</span></span>
-<span><span class="va">tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PAX5"</span>, <span class="st">"JUNB"</span>, <span class="st">"FOXJ3"</span>, <span class="st">"FOSB"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, feats <span class="op">=</span> <span class="va">tfs</span>, recs <span class="op">=</span> <span class="va">receptors</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-subset-1.png" width="700"></p>
-<p>The heatmap functions in domino2 are based on
-<code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> and will also accept additional
-arguments meant for that function. For example, while an argument for
-clustering rows or columns of the heatmap is not explicitly stated, they
-can still be passed to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> through
-<code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code>.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, cluster_rows <span class="op">=</span> <span class="cn">FALSE</span>, cluster_columns <span class="op">=</span> <span class="cn">FALSE</span>, column_title <span class="op">=</span> <span class="st">"Heatmap Without Clustering"</span>,</span>
-<span>    column_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corheatmap-ComplexHeatmap-args-1.png" width="700"></p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-transcription-factor-activation-scores">Heatmap of Transcription Factor Activation Scores<a class="anchor" aria-label="anchor" href="#heatmap-of-transcription-factor-activation-scores"></a>
-</h3>
-<p><code><a href="../reference/feat_heatmap.html">feat_heatmap()</a></code> is used to show the transcription factor
-activation for features in the signaling network.</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span>, row_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/featheatmap-1.png" width="700"></p>
-<p>It functions similarly to <code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code>, with arguments
-to select a specific vector of features, to use a boolean view with a
-threshold, and to pass other arguments to
-<code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>. Specific to this function though
-are arguments for setting the range of values to be visualized and one
-to choose whether or not to normalize the scores to the max value.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, min_thresh <span class="op">=</span> <span class="fl">0.1</span>, max_thresh <span class="op">=</span> <span class="fl">0.6</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>    use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/featheatmap-options-1.png" width="50%"><img src="plotting_vignette_files/figure-html/featheatmap-options-2.png" width="50%"></p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-incoming-signaling-for-a-cluster">Heatmap of Incoming Signaling for a Cluster<a class="anchor" aria-label="anchor" href="#heatmap-of-incoming-signaling-for-a-cluster"></a>
-</h3>
-<p><code><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> can be used to visualize
-the cluster average expression of the ligands capable of activating the
-TFs enriched in the cluster. For example, to view the incoming signaling
-of the CD8 T cells:</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/incoming-1.png" width="700"></p>
-<p>We can also select for specific clusters of interest that are
-signaling to the CD8 T cells. If we are only interested in viewing the
-monocyte signaling:</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span>, clusts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD14_monocyte"</span>, <span class="st">"CD16_monocyte"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/incoming-subset-1.png" width="700"></p>
-<p>As with our other heatmap functions, options are available for a
-minimum threshold, maximum threshold, whether to scale the values after
-thresholding, whether to normalize the matrix, and the ability to pass
-further arguments to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>.</p>
-</div>
-<div class="section level3">
-<h3 id="heatmap-of-signaling-between-clusters">Heatmap of Signaling Between Clusters<a class="anchor" aria-label="anchor" href="#heatmap-of-signaling-between-clusters"></a>
-</h3>
-<p><code><a href="../reference/signaling_heatmap.html">signaling_heatmap()</a></code> makes a heatmap showing the
-signaling strength of ligands from each cluster to receptors of each
-cluster based on averaged expression.</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signaling-1.png" width="700"></p>
-<p>As with other functions, specific clusters can be selected,
-thresholds can be set, and normalization methods can be selected as
-well.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signaling-norm-1.png" width="50%"><img src="plotting_vignette_files/figure-html/signaling-norm-2.png" width="50%"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a>
-</h2>
-<div class="section level3">
-<h3 id="network-showing-l-r-tf-signaling-between-clusters">Network showing L-R-TF signaling between clusters<a class="anchor" aria-label="anchor" href="#network-showing-l-r-tf-signaling-between-clusters"></a>
-</h3>
-<p><code><a href="../reference/gene_network.html">gene_network()</a></code> makes a network plot to display signaling
-in selected clusters such that ligands, receptors and features
-associated with those clusters are displayed as nodes with edges as
-linkages. To look at signaling to the CD16 Monocytes from the CD14
-Monocytes:</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/genenetwork-1.png" width="700"></p>
-<p>Options to modify this plot include adjusting scaling for the ligands
-and different layouts (some of which are more legible than others).</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>    lig_scale <span class="op">=</span> <span class="fl">25</span>, layout <span class="op">=</span> <span class="st">"sphere"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/genenetwork-options-1.png" width="700"></p>
-<p>Additionally, colors can be given for select genes (for example, to
-highlight a specific signaling path).</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>    cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>CD1D <span class="op">=</span> <span class="st">"violet"</span>, LILRB2 <span class="op">=</span> <span class="st">"violet"</span>, FOSB <span class="op">=</span> <span class="st">"violet"</span><span class="op">)</span>, lig_scale <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/genenetwork-cols-1.png" width="700"></p>
-</div>
-<div class="section level3">
-<h3 id="network-showing-interaction-strength-across-data">Network Showing Interaction Strength Across Data<a class="anchor" aria-label="anchor" href="#network-showing-interaction-strength-across-data"></a>
-</h3>
-<p><code><a href="../reference/signaling_network.html">signaling_network()</a></code> can be used to create a network plot
-such that nodes are clusters and the edges indicate signaling from one
-cluster to another.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signalingnet-1.png" width="700"></p>
-<p>In addition to changes such as scaling, thresholds, or layouts, this
-plot can be modified by selecting incoming or outgoing clusters (or
-both!). An example to view signaling from the CD14 Monocytes to other
-cluster:</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span>, showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>, scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>    norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>, edge_weight <span class="op">=</span> <span class="fl">2</span>, vert_scale <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/signalingnet-clusts-1.png" width="700"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="other-types-of-plot">Other Types of Plot<a class="anchor" aria-label="anchor" href="#other-types-of-plot"></a>
-</h2>
-<div class="section level3">
-<h3 id="chord-diagrams-connecting-ligands-and-receptors">Chord Diagrams Connecting Ligands and Receptors<a class="anchor" aria-label="anchor" href="#chord-diagrams-connecting-ligands-and-receptors"></a>
-</h3>
-<p>A new addition to domino2, <code><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor()</a></code>
-creates a chord plot showing ligands that can activate a specific
-receptor, displaying mean cluster expression of the ligand with the
-width of the chord.</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/circos-1.png" width="90%"></p>
-<p>This function can be given cluster colors to match other plots you
-may make with your data. In addition, the plot can be adjusted by
-changing the threshold of ligand expression required for a linkage to be
-visualized or selecting clusters of interest.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cols</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>, <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>,</span>
-<span>    <span class="st">"hotpink"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_clusters.html">dom_clusters</a></span><span class="op">(</span><span class="va">dom</span>, labels <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/circos-opt-1.png" width="90%"></p>
-</div>
-<div class="section level3">
-<h3 id="scatter-plot-to-visualize-correlation">Scatter Plot to Visualize Correlation<a class="anchor" aria-label="anchor" href="#scatter-plot-to-visualize-correlation"></a>
-</h3>
-<p><code><a href="../reference/cor_scatter.html">cor_scatter()</a></code> can be used to plot each cell based on
-expression of the selected TF and receptor. This produces a scatter plot
-as well as a line of best fit to look at receptor-TF correlation.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_scatter.html">cor_scatter</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"FOSB"</span>, <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="plotting_vignette_files/figure-html/corscatter-1.png" width="700"></p>
-<p>Do keep in mind that there is an argument for
-<code>remove_rec_dropout</code> that should match the parameter that was
-used when the domino object was built. In this case, we did not use that
-build parameter, so we will leave the value in this argument as its
-default value of FALSE.</p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h2>
-<p>Since domino2 is a package still being developed, there are new
-functions and features that will be implemented in future versions. In
-the meantime, to view an example analysis, see our <a href="vignette(%22domino2%22)">Getting Started</a> page, or see our <a href="vignette(%22domino_object_vignette%22)">domino object
-structure</a> page to get familiar with the object structure.
-Additionally, if you find any bugs, have further questions, or want to
-share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
-<details><summary>
-Vignette Build Information
-</summary><p>Date last built and session information:</p>
-<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "2024-02-02"</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
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-<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
-<span><span class="co">#&gt; Running under: Ubuntu 22.04.3 LTS</span></span>
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-<span><span class="co">#&gt;  [4] LC_COLLATE=C.UTF-8     LC_MONETARY=C.UTF-8    LC_MESSAGES=C.UTF-8   </span></span>
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-<span><span class="co">#&gt; [10] LC_TELEPHONE=C         LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C   </span></span>
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-<span><span class="co">#&gt; </span></span>
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-<span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; other attached packages:</span></span>
-<span><span class="co">#&gt; [1] patchwork_1.2.0 domino2_0.99.1 </span></span>
-<span><span class="co">#&gt; </span></span>
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-<span><span class="co">#&gt;  [97] cli_3.6.2               rappdirs_0.3.3          textshaping_0.3.7      </span></span>
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-<span><span class="co">#&gt; [115] GlobalOptions_0.1.2     bit64_4.0.5</span></span></code></pre></div>
-</details>
-</div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside>
-</div>
-
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p>
-<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
-
-    </footer>
-</div>
-
-  
-
-  
-
-  </body>
-</html>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Using the cellphoneDB Database</h1>
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/dominoSignal/blob/HEAD/vignettes/articles/cellphonedb_vignette.Rmd" class="external-link"><code>vignettes/articles/cellphonedb_vignette.Rmd</code></a></small>
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-    </div>
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-<p>The dominoSignal analysis pipeline requires the use of a reference receptor-ligand database to identify potential receptor-ligand interactions. We recommend the use of CellPhoneDB. Here is a very brief tutorial on how to download the requisite files from CellPhoneDB v4.0.0.</p>
-<div class="section level2">
-<h2 id="file-downloads-for-cellphonedb">File Downloads for CellPhoneDB:<a class="anchor" aria-label="anchor" href="#file-downloads-for-cellphonedb"></a>
-</h2>
-<p>Database files from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB v4.0.0</a> for human scRNAseq data can be installed from a public Github repository from the Tiechmann Group that developed CellPhoneDB.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># URL for desired version of cellphoneDB</span></span>
-<span><span class="va">cellphone_url</span> <span class="op">&lt;-</span> <span class="st">"https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz"</span></span>
-<span></span>
-<span><span class="co"># download compressed database</span></span>
-<span><span class="va">cellphone_tar</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">temp_dir</span>, <span class="st">"/cellphoneDB_v4.tar.gz"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/download.file.html" class="external-link">download.file</a></span><span class="op">(</span>url <span class="op">=</span> <span class="va">cellphone_url</span>, destfile <span class="op">=</span> <span class="va">cellphone_tar</span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># move contents of the compressed file to a new directory</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/untar.html" class="external-link">untar</a></span><span class="op">(</span>tarfile <span class="op">=</span> <span class="va">cellphone_tar</span>, exdir <span class="op">=</span> <span class="va">cellphone_dir</span><span class="op">)</span></span>
-<span><span class="va">cellphone_data</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data"</span><span class="op">)</span></span></code></pre></div>
-<p>To facilitate the use of these files in the format used in dominoSignal, we include a helper function, <code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>, that automatically parses files from the cellPhoneDB database to arrive at the rl_map format. For more information on how to use these files in the dominoSignal pipeline, please see our <a href="vignettes(%22dominoSignal%22)">Getting Started</a> page. To learn how to use SCENIC for TF activation scoring, please see our <a href="vignettes(%22tf_scenic_vignette%22)">SCENIC for TF Activation Scoring</a> tutorial.</p>
-<details><p><summary>Vignette Build Information</summary> Date last built and session information:</p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; [1] "2024-03-27"</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
-<span><span class="co">#&gt; R version 4.2.1 (2022-06-23)</span></span>
-<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
-<span><span class="co">#&gt; Running under: Ubuntu 22.04.4 LTS</span></span>
-<span><span class="co">#&gt; </span></span>
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-<span><span class="co">#&gt; BLAS:   /usr/lib/x86_64-linux-gnu/blas/libblas.so.3.10.0</span></span>
-<span><span class="co">#&gt; LAPACK: /usr/lib/x86_64-linux-gnu/lapack/liblapack.so.3.10.0</span></span>
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-<span><span class="co">#&gt; locale:</span></span>
-<span><span class="co">#&gt;  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              </span></span>
-<span><span class="co">#&gt;  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    </span></span>
-<span><span class="co">#&gt;  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   </span></span>
-<span><span class="co">#&gt;  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 </span></span>
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-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; attached base packages:</span></span>
-<span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
-<span><span class="co">#&gt; </span></span>
-<span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
-<span><span class="co">#&gt;  [1] digest_0.6.35     R6_2.5.1          lifecycle_1.0.4   jsonlite_1.8.8   </span></span>
-<span><span class="co">#&gt;  [5] formatR_1.14      magrittr_2.0.3    evaluate_0.23     rlang_1.1.3      </span></span>
-<span><span class="co">#&gt;  [9] cachem_1.0.8      cli_3.6.2         fs_1.6.3          jquerylib_0.1.4  </span></span>
-<span><span class="co">#&gt; [13] bslib_0.6.1       ragg_1.3.0        vctrs_0.6.5       rmarkdown_2.26   </span></span>
-<span><span class="co">#&gt; [17] pkgdown_2.0.7     textshaping_0.3.7 desc_1.4.3        tools_4.2.1      </span></span>
-<span><span class="co">#&gt; [21] purrr_1.0.2       yaml_2.3.8        xfun_0.42         fastmap_1.1.1    </span></span>
-<span><span class="co">#&gt; [25] compiler_4.2.1    systemfonts_1.0.6 memoise_2.0.1     htmltools_0.5.7  </span></span>
-<span><span class="co">#&gt; [29] knitr_1.45        sass_0.4.8</span></span></code></pre></div>
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-    <span class="fab fa fab fa-github fa-lg"></span>
-     
-  </a>
-</li>
-      </ul>
-</div>
-
-    
-  </div>
-</nav><div class="container template-article">
-
-
-
-<script src="dominoSignal_files/accessible-code-block-0.0.1/empty-anchor.js"></script><div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Get Started with dominoSignal</h1>
-            
-      
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/dominoSignal/blob/HEAD/vignettes/dominoSignal.Rmd" class="external-link"><code>vignettes/dominoSignal.Rmd</code></a></small>
-      <div class="d-none name"><code>dominoSignal.Rmd</code></div>
-    </div>
-
-    
-    
-<p>dominoSignal is a tool for analysis of intra- and intercellular signaling in single cell RNA sequencing (scRNAseq) data based on transcription factor (TF) activation. Here, we show a basic example pipeline for generating communication networks as a domino object. This vignette will demonstrate how to use dominoSignal on the 10X Genomics Peripheral Blood Mononuclear Cells (PBMC) data set of 2,700 cells. The data can be downloaded <a href="https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz" class="external-link">here</a>.</p>
-<div class="section level2">
-<h2 id="options-and-setup">Options and Setup<a class="anchor" aria-label="anchor" href="#options-and-setup"></a>
-</h2>
-<details><p><summary>Required libraries</summary></p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://fertiglab.github.io/dominoSignal/" class="external-link">dominoSignal</a></span><span class="op">)</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va">SingleCellExperiment</span><span class="op">)</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="http://had.co.nz/plyr" class="external-link">plyr</a></span><span class="op">)</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/jokergoo/circlize" class="external-link">circlize</a></span><span class="op">)</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/jokergoo/ComplexHeatmap" class="external-link">ComplexHeatmap</a></span><span class="op">)</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://yihui.org/knitr/" class="external-link">knitr</a></span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/Random.html" class="external-link">set.seed</a></span><span class="op">(</span><span class="fl">123</span><span class="op">)</span></span></code></pre></div>
-</details><details><p><summary>Data used in our vignettes can be downloaded from Zenodo</summary></p>
-<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">cache</span> <span class="op">=</span> <span class="fu">rappdirs</span><span class="fu">::</span><span class="fu"><a href="https://rappdirs.r-lib.org/reference/user_cache_dir.html" class="external-link">user_cache_dir</a></span><span class="op">(</span>appname <span class="op">=</span> <span class="st">"dominoSignal"</span><span class="op">)</span></span>
-<span><span class="va">bfc</span> <span class="op">&lt;-</span> <span class="fu">BiocFileCache</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/BiocFileCache/man/BiocFileCache-class.html" class="external-link">BiocFileCache</a></span><span class="op">(</span><span class="va">cache</span>, ask <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">data_url</span> <span class="op">&lt;-</span> <span class="st">"https://zenodo.org/records/10884027/files"</span></span>
-<span></span>
-<span><span class="co"># download the reduced pbmc files preprocessed PBMC 3K scRNAseq data set as a</span></span>
-<span><span class="co"># Seurat object</span></span>
-<span><span class="va">pbmc_url</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">data_url</span>, <span class="st">"/pbmc_3k_sce.rds"</span><span class="op">)</span></span>
-<span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu">BiocFileCache</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/BiocFileCache/man/BiocFileCache-class.html" class="external-link">bfcrpath</a></span><span class="op">(</span><span class="va">bfc</span>, <span class="va">pbmc_url</span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># download scenic results</span></span>
-<span><span class="va">scenic_auc_url</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">data_url</span>, <span class="st">"/scenic_auc_pbmc_3k.csv"</span><span class="op">)</span></span>
-<span><span class="va">scenic_auc</span> <span class="op">&lt;-</span> <span class="fu">BiocFileCache</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/BiocFileCache/man/BiocFileCache-class.html" class="external-link">bfcrpath</a></span><span class="op">(</span><span class="va">bfc</span>, <span class="va">scenic_auc_url</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">scenic_regulon_url</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">data_url</span>, <span class="st">"/scenic_regulons_pbmc_3k.csv"</span><span class="op">)</span></span>
-<span><span class="va">scenic_regulon</span> <span class="op">&lt;-</span> <span class="fu">BiocFileCache</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/BiocFileCache/man/BiocFileCache-class.html" class="external-link">bfcrpath</a></span><span class="op">(</span><span class="va">bfc</span>, <span class="va">scenic_regulon_url</span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># download cellphoneDB files</span></span>
-<span><span class="va">cellphone_url</span> <span class="op">&lt;-</span> <span class="st">"https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz"</span></span>
-<span><span class="va">cellphone_tar</span> <span class="op">&lt;-</span> <span class="fu">BiocFileCache</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/BiocFileCache/man/BiocFileCache-class.html" class="external-link">bfcrpath</a></span><span class="op">(</span><span class="va">bfc</span>, <span class="va">cellphone_url</span><span class="op">)</span></span>
-<span><span class="va">cellphone_dir</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempdir</a></span><span class="op">(</span><span class="op">)</span>, <span class="st">"/cellphone"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/untar.html" class="external-link">untar</a></span><span class="op">(</span>tarfile <span class="op">=</span> <span class="va">cellphone_tar</span>, exdir <span class="op">=</span> <span class="va">cellphone_dir</span><span class="op">)</span></span>
-<span><span class="va">cellphone_data</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data"</span><span class="op">)</span></span>
-<span></span>
-<span></span>
-<span><span class="co"># directory for created inputs to pySCENIC and domino2</span></span>
-<span><span class="va">input_dir</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempdir</a></span><span class="op">(</span><span class="op">)</span>, <span class="st">"/inputs"</span><span class="op">)</span></span>
-<span><span class="kw">if</span> <span class="op">(</span><span class="op">!</span><span class="fu"><a href="https://rdrr.io/r/base/files2.html" class="external-link">dir.exists</a></span><span class="op">(</span><span class="va">input_dir</span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span>
-<span>    <span class="fu"><a href="https://rdrr.io/r/base/files2.html" class="external-link">dir.create</a></span><span class="op">(</span><span class="va">input_dir</span><span class="op">)</span></span>
-<span><span class="op">}</span></span></code></pre></div>
-</details>
-</div>
-<div class="section level2">
-<h2 id="data-preparation">Data preparation<a class="anchor" aria-label="anchor" href="#data-preparation"></a>
-</h2>
-<p>Analysis of cell-cell communication with dominoSignal often follows initial processing and annotation of scRNAseq data. We used the <a href="https://bioconductor.org/books/3.18/OSCA.workflows/unfiltered-human-pbmcs-10x-genomics.html" class="external-link">OSCA workflow</a> to prepare the data set for analysis with dominoSignal. The <a href="data-raw/example_data.R">complete processing script</a> is available in the data-raw directory of the dominoSignal package. The processed data can be downloaded from <a href="https://zenodo.org/records/10884027" class="external-link">Zenodo</a>.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">readRDS</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">)</span></span></code></pre></div>
-</div>
-<div class="section level2">
-<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
-</h2>
-<p>Installation of dominoSignal from Github can be achieved using the <a href="https://remotes.r-lib.org" class="external-link">remotes</a> package.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw">if</span> <span class="op">(</span><span class="op">!</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="va"><a href="https://remotes.r-lib.org" class="external-link">remotes</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span>
-<span>    <span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"remotes"</span><span class="op">)</span></span>
-<span><span class="op">}</span></span>
-<span><span class="fu">remotes</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"FertigLab/dominoSignal"</span><span class="op">)</span></span></code></pre></div>
-</div>
-<div class="section level2">
-<h2 id="loading-tf-and-r-l-data">Loading TF and R-L data<a class="anchor" aria-label="anchor" href="#loading-tf-and-r-l-data"></a>
-</h2>
-<div class="section level3">
-<h3 id="loading-scenic-results">Loading SCENIC Results<a class="anchor" aria-label="anchor" href="#loading-scenic-results"></a>
-</h3>
-<p>The TF activities are a required input for dominoSignal, and the regulons learned by <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> are an important but optional input needed to annotate TF-target interactions and to prune TF-receptor linkages where the receptor is a target of the TF. This prevents the distinction of receptor expression driving TF activity or the TF inducing the receptor’s expression.</p>
-<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="va">scenic_regulon</span><span class="op">)</span></span>
-<span><span class="va">auc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.table</a></span><span class="op">(</span><span class="va">scenic_auc</span>, header <span class="op">=</span> <span class="cn">TRUE</span>, row.names <span class="op">=</span> <span class="fl">1</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>    sep <span class="op">=</span> <span class="st">","</span><span class="op">)</span></span></code></pre></div>
-<p>The initial regulons data frame read into R from the ctx function has 2 rows of column names that need to be replaced with one succinct description. dominoSignal has changed the input format for TF regulons to be a list storing vectors of target genes in each regulon, where the names of the list are the TF genes. This facilitates the use of alternative methods for TF activity quantification. We provide a helper function, <code><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic()</a></code> for easy retrieval of TF regulons from the output of the <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> ctx function.</p>
-<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="va">regulons</span><span class="op">[</span><span class="op">-</span><span class="fl">1</span><span class="op">:</span><span class="op">-</span><span class="fl">2</span>, <span class="op">]</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"TF"</span>, <span class="st">"MotifID"</span>, <span class="st">"AUC"</span>, <span class="st">"NES"</span>, <span class="st">"MotifSimilarityQvalue"</span>, <span class="st">"OrthologousIdentity"</span>,</span>
-<span>    <span class="st">"Annotation"</span>, <span class="st">"Context"</span>, <span class="st">"TargetGenes"</span>, <span class="st">"RankAtMax"</span><span class="op">)</span></span>
-<span><span class="va">regulon_list</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic</a></span><span class="op">(</span>regulons <span class="op">=</span> <span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
-<p>Users should be aware that the AUC matrix from <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> is loaded in a cell x TF orientation and should be transposed to TF x cell orientation. pySCENIC also appends “(+)” to TF names that are converted to “…” upon loading into R. These characters can be included without affecting the results of dominoSignal analysis, but can be confusing when querying TF features in the data. We recommend comprehensive removal of the “…” characters using the <code><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub()</a></code> function.</p>
-<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">auc_in</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/as.data.frame.html" class="external-link">as.data.frame</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="va">auc</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="co"># Remove pattern '...' from the end of all rownames:</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub</a></span><span class="op">(</span><span class="st">"\\.\\.\\.$"</span>, <span class="st">""</span>, <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="load-cellphonedb-database">Load CellPhoneDB Database<a class="anchor" aria-label="anchor" href="#load-cellphonedb-database"></a>
-</h3>
-<p>dominoSignal has been updated to read ligand-receptor data bases in a uniform data.frame format referred to as a receptor-ligand map (rl_map) to enable the use of alternative or updated reference databases as opposed to a particular version of CellPhoneDB’s database in older versions of Domino. Each row corresponds to a ligand-receptor interaction. Genes participating in an interaction are referred to as “partner A” and “partner B” without a requirement for fixed ordering of whether A or B is the ligand and vice versa. The minimum required columns of this data frame are:</p>
-<ul>
-<li>int_pair: the names of the interacting ligand and receptor separated by " &amp; "</li>
-<li>gene_A: the gene or genes encoding partner A</li>
-<li>gene_B: the gene or genes encoding partner B</li>
-<li>type_A: (“L”, “R”) - indicates whether partner A is a ligand (“L”) or receptor (“R”)</li>
-<li>type_B: (“L”, “R”) - indicates whether partner B is a ligand (“L”) or receptor (“R”)</li>
-</ul>
-<p>Additional annotation columns can be provided such as name_A and name_B for ligands or receptors whose name in the interaction database does not match the names of their encoding genes. This formatting also allows for the consideration of ligand and receptor complexes comprised of a heteromeric combination of multiple proteins that must be co-expressed to function. In these cases, the “name_*” column shows the name of the protein complex, and the “gene_*” column shows the names of the genes encoding the components of the complex separated by commas “,”. When plotting results from the build domino object, the names of the interacting ligands and receptors will be used based on combinatorial expression of the complex components.</p>
-<p>To facilitate the use of this formatting with the CellPhoneDB database, we include a helper function, <code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>, that automatically parses files from the cellPhoneDB database to arrive at the rl_map format.</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_data</span>, <span class="st">"/complex_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">genes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_data</span>, <span class="st">"/gene_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">interactions</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_data</span>, <span class="st">"/interaction_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="va">proteins</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_data</span>, <span class="st">"/protein_input.csv"</span><span class="op">)</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span></span>
-<span><span class="va">rl_map</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb</a></span><span class="op">(</span>genes <span class="op">=</span> <span class="va">genes</span>, proteins <span class="op">=</span> <span class="va">proteins</span>, interactions <span class="op">=</span> <span class="va">interactions</span>,</span>
-<span>    complexes <span class="op">=</span> <span class="va">complexes</span>, database_name <span class="op">=</span> <span class="st">"CellPhoneDB_v4.0"</span>  <span class="co"># database version used</span></span>
-<span><span class="op">)</span></span>
-<span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="1%">
-<col width="21%">
-<col width="8%">
-<col width="7%">
-<col width="6%">
-<col width="3%">
-<col width="12%">
-<col width="5%">
-<col width="4%">
-<col width="3%">
-<col width="10%">
-<col width="8%">
-<col width="8%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="left">int_pair</th>
-<th align="left">name_A</th>
-<th align="left">uniprot_A</th>
-<th align="left">gene_A</th>
-<th align="left">type_A</th>
-<th align="left">name_B</th>
-<th align="left">uniprot_B</th>
-<th align="left">gene_B</th>
-<th align="left">type_B</th>
-<th align="left">annotation_strategy</th>
-<th align="left">source</th>
-<th align="left">database_name</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">4</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">5</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">6</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A1</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A1</td>
-<td align="left">P00352</td>
-<td align="left">ALDH1A1</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">7</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">8</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">9</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A1</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A1</td>
-<td align="left">P00352</td>
-<td align="left">ALDH1A1</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-</tbody>
-</table>
-<div class="section level4">
-<h4 id="optional-adding-interactions-manually">Optional: Adding interactions manually<a class="anchor" aria-label="anchor" href="#optional-adding-interactions-manually"></a>
-</h4>
-<p>The change to use rl_map formatting also enables users to manually append interactions of interest that are not included in the interaction database if need be. This can be attained by formatting the desired interactions as a data.frame with the same column headers as the rl_map and using the <code><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind()</a></code> function.</p>
-<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="co"># Integrin complexes are not annotated as receptors in CellPhoneDB_v4.0</span></span>
-<span><span class="co"># collagen-integrin interactions between cells may be missed unless tables from</span></span>
-<span><span class="co"># the CellPhoneDB reference are edited or the interactions are manually added</span></span>
-<span></span>
-<span><span class="va">col_int_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>int_pair <span class="op">=</span> <span class="st">"a11b1 complex &amp; COLA1_HUMAN"</span>, name_A <span class="op">=</span> <span class="st">"a11b1 complex"</span>,</span>
-<span>    uniprot_A <span class="op">=</span> <span class="st">"P05556,Q9UKX5"</span>, gene_A <span class="op">=</span> <span class="st">"ITB1,ITA11"</span>, type_A <span class="op">=</span> <span class="st">"R"</span>, name_B <span class="op">=</span> <span class="st">"COLA1_HUMAN"</span>,</span>
-<span>    uniprot_B <span class="op">=</span> <span class="st">"P02452,P08123"</span>, gene_B <span class="op">=</span> <span class="st">"COL1A1,COL1A2"</span>, type_B <span class="op">=</span> <span class="st">"L"</span>, annotation_strategy <span class="op">=</span> <span class="st">"manual"</span>,</span>
-<span>    source <span class="op">=</span> <span class="st">"manual"</span>, database_name <span class="op">=</span> <span class="st">"manual"</span><span class="op">)</span></span>
-<span><span class="va">rl_map_append</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span><span class="va">col_int_df</span>, <span class="va">rl_map</span><span class="op">)</span></span>
-<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map_append</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<table class="table">
-<colgroup>
-<col width="1%">
-<col width="20%">
-<col width="7%">
-<col width="6%">
-<col width="5%">
-<col width="3%">
-<col width="11%">
-<col width="6%">
-<col width="6%">
-<col width="3%">
-<col width="9%">
-<col width="8%">
-<col width="8%">
-</colgroup>
-<thead><tr class="header">
-<th align="left"></th>
-<th align="left">int_pair</th>
-<th align="left">name_A</th>
-<th align="left">uniprot_A</th>
-<th align="left">gene_A</th>
-<th align="left">type_A</th>
-<th align="left">name_B</th>
-<th align="left">uniprot_B</th>
-<th align="left">gene_B</th>
-<th align="left">type_B</th>
-<th align="left">annotation_strategy</th>
-<th align="left">source</th>
-<th align="left">database_name</th>
-</tr></thead>
-<tbody>
-<tr class="odd">
-<td align="left">1</td>
-<td align="left">a11b1 complex &amp; COLA1_HUMAN</td>
-<td align="left">a11b1 complex</td>
-<td align="left">P05556,Q9UKX5</td>
-<td align="left">ITB1,ITA11</td>
-<td align="left">R</td>
-<td align="left">COLA1_HUMAN</td>
-<td align="left">P02452,P08123</td>
-<td align="left">COL1A1,COL1A2</td>
-<td align="left">L</td>
-<td align="left">manual</td>
-<td align="left">manual</td>
-<td align="left">manual</td>
-</tr>
-<tr class="even">
-<td align="left">4</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">5</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">6</td>
-<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A1</td>
-<td align="left">RAreceptor_RXRG</td>
-<td align="left">P48443,P29373</td>
-<td align="left">RXRG,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A1</td>
-<td align="left">P00352</td>
-<td align="left">ALDH1A1</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="odd">
-<td align="left">7</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A3</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A3</td>
-<td align="left">P47895</td>
-<td align="left">ALDH1A3</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-<tr class="even">
-<td align="left">8</td>
-<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A2</td>
-<td align="left">RAreceptor_RXRB</td>
-<td align="left">P28702,P29373</td>
-<td align="left">RXRB,CRABP2</td>
-<td align="left">R</td>
-<td align="left">atRetinoicAcid_byALDH1A2</td>
-<td align="left">O94788</td>
-<td align="left">ALDH1A2</td>
-<td align="left">L</td>
-<td align="left">curated</td>
-<td align="left">uniprot;reactome</td>
-<td align="left">CellPhoneDB_v4.0</td>
-</tr>
-</tbody>
-</table>
-</div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="analysis-with-domino-object">Analysis with Domino object<a class="anchor" aria-label="anchor" href="#analysis-with-domino-object"></a>
-</h2>
-<p>dominoSignal analysis takes place in two steps.</p>
-<ol style="list-style-type: decimal">
-<li>
-<p><code><a href="../reference/create_domino.html">create_domino()</a></code></p>
-<ol style="list-style-type: lower-alpha">
-<li><p>initializes the domino result object</p></li>
-<li><p>assesses differential TF activity across cell clusters by wilcoxon rank-sum test</p></li>
-<li><p>establishes TF-receptor linkages based on Spearman correlation of TF activities with receptor expression across the queried data set.</p></li>
-</ol>
-</li>
-<li>
-<p><code><a href="../reference/build_domino.html">build_domino()</a></code></p>
-<ol style="list-style-type: lower-alpha">
-<li><p>sets the parameters for which TFs and receptors are called as active within a cell cluster</p></li>
-<li><p>aggregates the scaled expression of ligands capable of interacting with the active receptors for assessment of ligand type and cellular source triggering activation of a receptor.</p></li>
-</ol>
-</li>
-</ol>
-<div class="section level3">
-<h3 id="required-inputs-from-data-set">Required inputs from data set<a class="anchor" aria-label="anchor" href="#required-inputs-from-data-set"></a>
-</h3>
-<p>dominoSignal infers active receipt of signals via receptors based on the correlation of the receptor’s expression with TF activity across the data set and differential activity of the TF within a cell cluster. Correlations are conducted using scaled expression values rather than raw counts or normalized counts. For assessment of receptor activity on a per cell type basis, a named vector of cell cluster assignments, where the names are cell barcodes matching the expression matrix, are provided. Assessing signaling based on other categorical groupings of cells can be achieved by passing these groupings as “clusters” to <code><a href="../reference/build_domino.html">build_domino()</a></code> in place of cell types. dominoSignal accepts a matrix of counts, a matrix of scaled counts, and a <span class="math inline">\(\text{\underline{named}}\)</span> vector of cell cluster labels as factors. Shown below is how to extract these elements from a <code>{SingleCellExperiment}</code> object. Note that since the data is scaled by gene, genes with no expression in any cell need to be removed.</p>
-<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">counts</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">assay</a></span><span class="op">(</span><span class="va">pbmc</span>, <span class="st">"counts"</span><span class="op">)</span></span>
-<span><span class="va">logcounts</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/pkg/SummarizedExperiment/man/SummarizedExperiment-class.html" class="external-link">assay</a></span><span class="op">(</span><span class="va">pbmc</span>, <span class="st">"logcounts"</span><span class="op">)</span></span>
-<span><span class="va">logcounts</span> <span class="op">=</span> <span class="va">logcounts</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/colSums.html" class="external-link">rowSums</a></span><span class="op">(</span><span class="va">logcounts</span><span class="op">)</span> <span class="op">&gt;</span> <span class="fl">0</span>, <span class="op">]</span></span>
-<span><span class="va">z_scores</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/scale.html" class="external-link">scale</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="va">logcounts</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
-<span><span class="va">clusters</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">$</span><span class="va">cell_type</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">clusters</span><span class="op">)</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">)</span></span></code></pre></div>
-<p>Note: Ligand and receptor expression can only be assessed for genes included in the z_scores matrix. Many scRNAseq analysis pipelines recommend storing only genes with high variance in scaled expression slots for these data objects, thereby missing many genes encoding ligands and receptors. <strong>Ensure that all your genes of interest are included in the rows of your z_scores matrix.</strong> Scaled expression was calculated for all genes in this PBMC data set after removal of genes expressed in less than 3 cells.</p>
-</div>
-<div class="section level3">
-<h3 id="create-domino-object">Create Domino object<a class="anchor" aria-label="anchor" href="#create-domino-object"></a>
-</h3>
-<p>At this point, the <code><a href="../reference/create_domino.html">create_domino()</a></code> function can be used to make the object. Parameters of note include “use_clusters” which is required to assess signaling between cell types rather than linkage of TFs and receptors broadly across the data set. “use_complexes” decides if receptors that function in heteromeric complexes will be considered in testing linkages between TFs and receptors. If TRUE, a receptor complex is only linked to a TF if a majority of the component genes meet the Spearman correlation threshold. “remove_rec_dropout” decides whether receptor values of 0 will be considered in correlation calculations; this measure is intended to reduce the effect of dropout on receptors with low expression.</p>
-<p>To run <code><a href="../reference/create_domino.html">create_domino()</a></code> with matrix and vector inputs:</p>
-<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span>rl_map <span class="op">=</span> <span class="va">rl_map</span>, features <span class="op">=</span> <span class="va">auc_in</span>, counts <span class="op">=</span> <span class="va">counts</span>, z_scores <span class="op">=</span> <span class="va">z_scores</span>,</span>
-<span>    clusters <span class="op">=</span> <span class="va">clusters</span>, tf_targets <span class="op">=</span> <span class="va">regulon_list</span>, use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>    remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
-<span><span class="co"># rl_map: receptor-ligand map data frame features: TF scores (AUC matrix)</span></span>
-<span><span class="co"># counts: counts matrix z_scores: scaled expression data clusters: named vector</span></span>
-<span><span class="co"># of cell cluster assignments tf_targets: list of TFs and their regulons</span></span>
-<span><span class="co"># use_clusters: assess receptor activation and ligand expression on a</span></span>
-<span><span class="co"># per-cluster basis use_complexes: include receptors and genes that function as</span></span>
-<span><span class="co"># a complex in results remove_rec_dropout: whether to remove zeroes from</span></span>
-<span><span class="co"># correlation calculations</span></span></code></pre></div>
-<p>For information on what is stored in a domino object and how to access it, please see our <a href="vignette(%22domino_object_vignette%22)">vignette on the structure of domino objects</a>.</p>
-</div>
-<div class="section level3">
-<h3 id="build-domino-network">Build Domino Network<a class="anchor" aria-label="anchor" href="#build-domino-network"></a>
-</h3>
-<p><code><a href="../reference/build_domino.html">build_domino()</a></code> finalizes the construction of the domino object by setting parameters for identifying TFs with differential activation between clusters, receptor linkage with TFs based on magnitude of positive correlation, and the minimum percentage of cells within a cluster that have expression of a receptor for the receptor to be called as active.</p>
-<p>There are also options for thresholds of the number of TFs that may be called active in a cluster and the number of receptors that may be linked to any one TF. For thresholds of <em>n</em> TFs and <em>m</em> receptors, the bottom <em>n</em> TFs by lowest p-values from the wilcoxon rank sum test and the top <em>m</em> receptors by Spearman correlation coefficient are chosen.</p>
-<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span>dom <span class="op">=</span> <span class="va">pbmc_dom</span>, min_tf_pval <span class="op">=</span> <span class="fl">0.001</span>, max_tf_per_clust <span class="op">=</span> <span class="fl">25</span>,</span>
-<span>    max_rec_per_tf <span class="op">=</span> <span class="fl">25</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span></span>
-<span><span class="co"># min_tf_pval: Threshold for p-value of DE for TFs rec_tf_cor_threshold:</span></span>
-<span><span class="co"># Minimum correlation between receptor and TF min_rec_percentage: Minimum</span></span>
-<span><span class="co"># percent of cells that must express receptor</span></span></code></pre></div>
-<p>Both of the thresholds for the number of receptors and TFs can be sent to infinity (Inf) to collect all receptors and TFs that meet statistical significance thresholds.</p>
-<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_dom_all</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span>dom <span class="op">=</span> <span class="va">pbmc_dom</span>, min_tf_pval <span class="op">=</span> <span class="fl">0.001</span>, max_tf_per_clust <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>    max_rec_per_tf <span class="op">=</span> <span class="cn">Inf</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span></span></code></pre></div>
-</div>
-</div>
-<div class="section level2">
-<h2 id="visualization-of-domino-results">Visualization of Domino Results<a class="anchor" aria-label="anchor" href="#visualization-of-domino-results"></a>
-</h2>
-<p>Multiple functions are available to visualize the intracellular networks between receptors and TFs and the ligand-receptor mediated intercellular networks between cell types.</p>
-<div class="section level3">
-<h3 id="summarize-tf-activity-and-linkage">Summarize TF Activity and Linkage<a class="anchor" aria-label="anchor" href="#summarize-tf-activity-and-linkage"></a>
-</h3>
-<p>Enrichment of TF activities by cell types can be visualized by <code><a href="../reference/feat_heatmap.html">feat_heatmap()</a></code> which plots data set-wide TF activity scores as a heatmap.</p>
-<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span>, row_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
-<p><img src="dominoSignal_files/figure-html/unnamed-chunk-4-1.png" width="700"></p>
-</div>
-<div class="section level3">
-<h3 id="cumulative-signaling-between-cell-types">Cumulative signaling between cell types<a class="anchor" aria-label="anchor" href="#cumulative-signaling-between-cell-types"></a>
-</h3>
-<p>The cumulative degree of signaling between clusters is assessed as the sum of the scaled expression of ligands targeting active receptors on another cluster. This can be visualized in graph format using the <code><a href="../reference/signaling_network.html">signaling_network()</a></code> function. Nodes represent each cell cluster and edges scale with the magnitude of signaling between the clusters. The color of the edge corresponds to the sender cluster for that signal.</p>
-<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, edge_weight <span class="op">=</span> <span class="fl">0.5</span>, max_thresh <span class="op">=</span> <span class="fl">3</span><span class="op">)</span></span></code></pre></div>
-<p><img src="dominoSignal_files/figure-html/unnamed-chunk-5-1.png" width="700"></p>
-<p>Signaling networks can also be drawn with the edges only rendering the signals directed towards a given cell type or signals from one cell type directed to others. To see those options in use, as well as other plotting functions and their options, please see our <a href="vignette(%22plotting_vignette%22)">plotting vignette</a>.</p>
-</div>
-<div class="section level3">
-<h3 id="specific-signaling-interactions-between-clusters">Specific Signaling Interactions between Clusters<a class="anchor" aria-label="anchor" href="#specific-signaling-interactions-between-clusters"></a>
-</h3>
-<p>Beyond the aggregated degree of signaling between cell types, the degrees of signaling through specific ligand-receptor interactions can be assessed. <code><a href="../reference/gene_network.html">gene_network()</a></code> provides a graph of linkages between active TFs in a cluster, the linked receptors in that cluster, and the possible ligands of these active receptors.</p>
-<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, layout <span class="op">=</span> <span class="st">"grid"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="dominoSignal_files/figure-html/unnamed-chunk-6-1.png" width="700"></p>
-<p>New to dominoSignal, <code><a href="../reference/gene_network.html">gene_network()</a></code> can be used between two clusters to determine if any of the possible ligands for a given receptor are expressed by a putative outgoing signaling cluster.</p>
-<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
-<span>    layout <span class="op">=</span> <span class="st">"grid"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="dominoSignal_files/figure-html/unnamed-chunk-7-1.png" width="700"></p>
-<p>A comprehensive assessment of ligand expression targeting active receptors on a given cluster can be assessed with <code><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code>.</p>
-<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, rec_clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, max_thresh <span class="op">=</span> <span class="fl">2.5</span>,</span>
-<span>    use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-<p><img src="dominoSignal_files/figure-html/unnamed-chunk-8-1.png" width="95%"></p>
-<p>Another form of comprehensive ligand expression assessment is available for individual active receptors in the form of circos plots new to dominoSignal. The outer arcs correspond to clusters in the domino object with inner arcs representing each possible ligand of the plotted receptor. Arcs are drawn between ligands on a cell type and the receptor if the ligand is expressed above the specified threshold. Arc widths correspond to the mean express of the ligand by the cluster with the widest arc width scaling to the maximum expression of the ligand within the data.</p>
-<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
-<p><img src="dominoSignal_files/figure-html/unnamed-chunk-9-1.png" width="90%"></p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
-</h2>
-<p>Since dominoSignal is a package still being developed, there are new functions and features that will be implemented in future versions. In the meantime, we have put together further information on <a href="vignette(%22plotting_vignette%22)">plotting</a> and the <a href="vignette(%22domino_object_vignette%22)">domino object structure</a> if you would like to explore more of the package’s functionality. Additionally, if you find any bugs, have further questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
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-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside>
-</div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p>
-<p>dominoSignal is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-<div class="pkgdown-footer-right">
-  <p></p>
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-      <img src="../logo.svg" class="logo" alt=""><h1>SCENIC for TF Activation Scoring</h1>
-            
-      
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/dominoSignal/blob/HEAD/vignettes/articles/tf_scenic_vignette.Rmd" class="external-link"><code>vignettes/articles/tf_scenic_vignette.Rmd</code></a></small>
-      <div class="d-none name"><code>tf_scenic_vignette.Rmd</code></div>
-    </div>
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-    
-<p>SCENIC is our lab’s preferred software for TF activity scoring. We recommend using the Python implementation (<a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a>) as it is faster than the original R implementation. Be aware, the use of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> is often the slowest and most memory intensive step of this analysis pipeline. <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> should be run on computing resources with access to multi-core processing and large amounts of memory.</p>
-<div class="section level2">
-<h2 id="file-downloads-for-scenic">File Downloads for SCENIC<a class="anchor" aria-label="anchor" href="#file-downloads-for-scenic"></a>
-</h2>
-<p>For this tutorial, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used as the method for TF activity inference. This requires downloading some files prior to use. Here, we show how to download these files and the way we run pySCENIC to generate the necessary files for use in dominoSignal analyis.</p>
-<p>A singularity image of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> v0.12.1 can be installed from the DockerHub image as a source. <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> requires a list of TFs, motif annotations, and cisTarget motifs which are all available from the authors of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> for human (HGNC), mouse (MGI), and fly. The following will download everything necessary for an analysis of a data set with HGNC gene labels for the hg38 genome.</p>
-<div class="section level3">
-<h3 id="reference-files">Reference files<a class="anchor" aria-label="anchor" href="#reference-files"></a>
-</h3>
-<p>First we set up a temporary directory to store the files.</p>
-<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">temp_dir</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempdir</a></span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
-<p>Then we build the singularity image and download reference files to the temporary directory.</p>
-<div class="sourceCode" id="cb2"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb2-1"><a href="#cb2-1"></a><span class="va">SCENIC_DIR=</span><span class="st">"'temp_dir'/scenic"</span></span>
-<span id="cb2-2"><a href="#cb2-2"></a><span class="fu">mkdir</span> <span class="va">${SCENIC_DIR}</span></span>
-<span id="cb2-3"><a href="#cb2-3"></a></span>
-<span id="cb2-4"><a href="#cb2-4"></a><span class="co"># Build singularity image</span></span>
-<span id="cb2-5"><a href="#cb2-5"></a><span class="ex">singularity</span> build <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> docker://aertslab/pyscenic:0.12.1</span>
-<span id="cb2-6"><a href="#cb2-6"></a></span>
-<span id="cb2-7"><a href="#cb2-7"></a><span class="co"># Matrix containing motifs as rows and genes as columns and ranking position for each gene and motif (based on CRM scores) as values. URLs provided link to v2 feather files required for the 0.12.1 version of pySENIC.</span></span>
-<span id="cb2-8"><a href="#cb2-8"></a></span>
-<span id="cb2-9"><a href="#cb2-9"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb2-10"><a href="#cb2-10"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span></span>
-<span id="cb2-11"><a href="#cb2-11"></a></span>
-<span id="cb2-12"><a href="#cb2-12"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb2-13"><a href="#cb2-13"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span></span>
-<span id="cb2-14"><a href="#cb2-14"></a></span>
-<span id="cb2-15"><a href="#cb2-15"></a><span class="co"># List of genes encoding TFs in the HG38 reference genome</span></span>
-<span id="cb2-16"><a href="#cb2-16"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/tf_lists/allTFs_hg38.txt"</span> \</span>
-<span id="cb2-17"><a href="#cb2-17"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span></span>
-<span id="cb2-18"><a href="#cb2-18"></a></span>
-<span id="cb2-19"><a href="#cb2-19"></a><span class="co"># Motif annotations based on the 2017 cisTarget motif collection. Use these files if you are using the mc9nr databases.</span></span>
-<span id="cb2-20"><a href="#cb2-20"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> \</span>
-<span id="cb2-21"><a href="#cb2-21"></a>  -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="preparing-preprocessed-data">Preparing Preprocessed Data:<a class="anchor" aria-label="anchor" href="#preparing-preprocessed-data"></a>
-</h3>
-<p>dominoSignal was designed to be compatible with single cell workflows, accepting gene by cell matrices for counts and scaled counts. However, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used for TF activation inference, and it requires as input a cell by gene matrix. This is the opposite orientation of many R based single cell packages (such as <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> or <code>{SingleCellExperiment}</code>) but is the default for Python based tools such as <a href="https://scanpy.readthedocs.io/en/stable/" class="external-link">scanpy</a>. The RNA counts matrix can be saved as a tab-seperated value (.tsv) or comma-sperated value (.csv) file after transposing the matrix to cell by gene orientation. Below is an example of extracting the counts from a <code>{SingleCellExperiment}</code> object and saving it as a .tsv file.</p>
-<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="fu">assay</span><span class="op">(</span><span class="va">pbmc</span>, <span class="st">"counts"</span><span class="op">)</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/utils/write.table.html" class="external-link">write.table</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="va">pbmc_counts</span><span class="op">)</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">input_dir</span>, <span class="st">"/pbmc3k_counts.tsv"</span><span class="op">)</span>, sep <span class="op">=</span> <span class="st">"\t"</span>,</span>
-<span>    col.names <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></span></code></pre></div>
-<p>tsv and csv files are very inefficient for storing large matrices. As an alternative, the counts matrix can be saved as a loom file and directly passed to <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> in this format. Generating a loom file in R requires use of the <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> package. The package automatically handles the transposition of the counts matrix to cell by gene orientation as well. We recommend this approach to passing a counts matrix to pySCENIC. However, users should be aware that <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> is not hosted on CRAN or BioConductor at the time of this vignette’s creation.</p>
-<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a></span><span class="op">)</span></span>
-<span></span>
-<span><span class="co"># save loom counts matrix</span></span>
-<span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="fu">assay</span><span class="op">(</span><span class="va">pbmc</span>, <span class="st">"counts"</span><span class="op">)</span></span>
-<span><span class="va">pbmc_loom</span> <span class="op">&lt;-</span> <span class="fu">loomR</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/loomR/man/create.html" class="external-link">create</a></span><span class="op">(</span>filename <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">input_dir</span>, <span class="st">"/pbmc3k_counts.loom"</span><span class="op">)</span>, data <span class="op">=</span> <span class="va">pbmc_counts</span><span class="op">)</span></span>
-<span><span class="co"># connection to the loom file must be closed to complete file creation</span></span>
-<span><span class="va">pbmc_loom</span><span class="op">$</span><span class="fu">close_all</span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
-<p>We will use the <code>pbmc3k\_counts.loom</code> file in this tutorial.</p>
-</div>
-</div>
-<div class="section level2">
-<h2 id="running-scenic">Running SCENIC<a class="anchor" aria-label="anchor" href="#running-scenic"></a>
-</h2>
-<p><a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is initiated using bash scripting in the terminal. The analysis consists of 3 steps to score genes for TF motif enrichment, construct TF regulons consisting of genes targeted by the TFs, and arrive at AUC scores for enrichment of regulon gene transcription within each cell.</p>
-<div class="section level3">
-<h3 id="grn-construct-tf-modules">grn: construct TF-modules<a class="anchor" aria-label="anchor" href="#grn-construct-tf-modules"></a>
-</h3>
-<p>Co-expression modules are used to quantify gene-TF adjacencies.</p>
-<div class="sourceCode" id="cb5"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic grn \</span>
-<span id="cb5-2"><a href="#cb5-2"></a>    <span class="st">"pbmc3k_counts.loom"</span> \</span>
-<span id="cb5-3"><a href="#cb5-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span> \</span>
-<span id="cb5-4"><a href="#cb5-4"></a>    -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj_3k.tsv"</span> \</span>
-<span id="cb5-5"><a href="#cb5-5"></a>    --num_workers 6 \</span>
-<span id="cb5-6"><a href="#cb5-6"></a>    --seed 123</span>
-<span id="cb5-7"><a href="#cb5-7"></a></span>
-<span id="cb5-8"><a href="#cb5-8"></a><span class="co"># Arguments:</span></span>
-<span id="cb5-9"><a href="#cb5-9"></a>    <span class="co"># path to the loom file</span></span>
-<span id="cb5-10"><a href="#cb5-10"></a>    <span class="co"># list of TFs</span></span>
-<span id="cb5-11"><a href="#cb5-11"></a>    <span class="co"># output directory for the adjacency matrix</span></span>
-<span id="cb5-12"><a href="#cb5-12"></a>    <span class="co"># number of CPUs to use if multi-core processing is available</span></span>
-<span id="cb5-13"><a href="#cb5-13"></a>    <span class="co"># specify a random seed for reproducibility</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment">ctx: construct TF regulons with pruning based on TF motif enrichment<a class="anchor" aria-label="anchor" href="#ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment"></a>
-</h3>
-<p>The rankings of genes based on enrichment of TF motifs to the transcription start site (TSS) are considered in the construction of regulons, where target genes in the TF-modules are removed if they lack motifs proximal to the TSS where the TF may bind.</p>
-<div class="sourceCode" id="cb6"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic ctx \</span>
-<span id="cb6-2"><a href="#cb6-2"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj.tsv"</span> \</span>
-<span id="cb6-3"><a href="#cb6-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb6-4"><a href="#cb6-4"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> \</span>
-<span id="cb6-5"><a href="#cb6-5"></a>    --annotations_fname <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> \</span>
-<span id="cb6-6"><a href="#cb6-6"></a>    --expression_mtx_fname <span class="st">"pbmc3k_counts.loom"</span> \</span>
-<span id="cb6-7"><a href="#cb6-7"></a>    --mode <span class="st">"dask_multiprocessing"</span> \</span>
-<span id="cb6-8"><a href="#cb6-8"></a>    --output <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/regulons_pbmc_3k.csv"</span> \</span>
-<span id="cb6-9"><a href="#cb6-9"></a>    --num_workers 1                                                          </span>
-<span id="cb6-10"><a href="#cb6-10"></a></span>
-<span id="cb6-11"><a href="#cb6-11"></a><span class="co"># Arguments:</span></span>
-<span id="cb6-12"><a href="#cb6-12"></a>    <span class="co"># adjacency matrix output from grn</span></span>
-<span id="cb6-13"><a href="#cb6-13"></a>    <span class="co"># target rankings of motif enrichment within 10 kb of TSS</span></span>
-<span id="cb6-14"><a href="#cb6-14"></a>    <span class="co"># target rankings of motif enrichment within 500 bp upstream and 100 bp downstream of TSS</span></span>
-<span id="cb6-15"><a href="#cb6-15"></a>    <span class="co"># TF motif features</span></span>
-<span id="cb6-16"><a href="#cb6-16"></a>    <span class="co"># counts matrix loom file</span></span>
-<span id="cb6-17"><a href="#cb6-17"></a>    <span class="co"># enable multi-core processing</span></span>
-<span id="cb6-18"><a href="#cb6-18"></a>    <span class="co"># output file of learned TF regulons</span></span>
-<span id="cb6-19"><a href="#cb6-19"></a>    <span class="co"># number of CPU cores</span></span></code></pre></div>
-</div>
-<div class="section level3">
-<h3 id="aucell-calculate-tf-activity-scores">aucell: calculate TF activity scores<a class="anchor" aria-label="anchor" href="#aucell-calculate-tf-activity-scores"></a>
-</h3>
-<p>Enrichment of a regulon is measured as the <strong>A</strong>rea <strong>U</strong>nder the recovery <strong>C</strong>urve (AUC) of the genes that define this regulon.</p>
-<div class="sourceCode" id="cb7"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic aucell \</span>
-<span id="cb7-2"><a href="#cb7-2"></a>    <span class="st">"pbmc3k_counts.loom"</span> \</span>
-<span id="cb7-3"><a href="#cb7-3"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/regulons_pbmc_3k.csv"</span> \</span>
-<span id="cb7-4"><a href="#cb7-4"></a>    -o <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/auc_pbmc_3k.csv"</span></span>
-<span id="cb7-5"><a href="#cb7-5"></a>    </span>
-<span id="cb7-6"><a href="#cb7-6"></a><span class="co"># Arguments:</span></span>
-<span id="cb7-7"><a href="#cb7-7"></a>    <span class="co"># counts matrix loom file</span></span>
-<span id="cb7-8"><a href="#cb7-8"></a>    <span class="co"># regulon table output from ctx</span></span>
-<span id="cb7-9"><a href="#cb7-9"></a>    <span class="co"># cell x TF matrix of TF enrichment AUC values</span></span></code></pre></div>
-<p>The csv files created in this analysis can be used as the TF activation inputs in a dominoSignal analysis. Please see our <a href="vignette(%22dominoSignal%22)">Getting Started</a> page for more information on how to perform an analysis with dominoSignal. For a brief tutorial on the download of the necessary files for using cellphonedb, please see the <a href="vignette(%22cellphonedb_vignette%22)">Using the cellphoneDB database</a> vignette.</p>
-<details><p><summary>Vignette Build Information</summary> Date last built and session information:</p>
-<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
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-<span><span class="co">#&gt; [13] bslib_0.6.1       ragg_1.3.0        vctrs_0.6.5       rmarkdown_2.26   </span></span>
-<span><span class="co">#&gt; [17] pkgdown_2.0.7     textshaping_0.3.7 desc_1.4.3        tools_4.2.1      </span></span>
-<span><span class="co">#&gt; [21] purrr_1.0.2       yaml_2.3.8        xfun_0.42         fastmap_1.1.1    </span></span>
-<span><span class="co">#&gt; [25] compiler_4.2.1    systemfonts_1.0.6 memoise_2.0.1     htmltools_0.5.7  </span></span>
-<span><span class="co">#&gt; [29] knitr_1.45        sass_0.4.8</span></span></code></pre></div>
-</details>
-</div>
-</div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside>
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-  <p></p>
-<p>dominoSignal is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/docs/articles/tf_scenic_vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/tf_scenic_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
deleted file mode 100644
index ca349fd6..00000000
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+++ /dev/null
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deleted file mode 100644
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t=a.elements,e=t.reference,i=t.popper;if(pi(e,i)){a.rects={reference:di(e,$e(i),"fixed"===a.options.strategy),popper:Ce(i)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach((function(t){return a.modifiersData[t.name]=Object.assign({},t.data)}));for(var n=0;n<a.orderedModifiers.length;n++)if(!0!==a.reset){var s=a.orderedModifiers[n],o=s.fn,r=s.options,l=void 0===r?{}:r,d=s.name;"function"==typeof o&&(a=o({state:a,options:l,name:d,instance:h})||a)}else a.reset=!1,n=-1}}},update:(s=function(){return new Promise((function(t){h.forceUpdate(),t(a)}))},function(){return r||(r=new Promise((function(t){Promise.resolve().then((function(){r=void 0,t(s())}))}))),r}),destroy:function(){d(),c=!0}};if(!pi(t,e))return h;function d(){l.forEach((function(t){return t()})),l=[]}return h.setOptions(i).then((function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)})),h}}var gi=mi(),_i=mi({defaultModifiers:[Re,ci,Be,_e]}),bi=mi({defaultModifiers:[Re,ci,Be,_e,li,si,hi,je,ai]});const vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const 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i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t 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e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}N.on(window,gs,(()=>{for(const t of z.find('[data-bs-spy="scroll"]'))Es.getOrCreateInstance(t)})),m(Es);const Ts=".bs.tab",Cs=`hide${Ts}`,Os=`hidden${Ts}`,xs=`show${Ts}`,ks=`shown${Ts}`,Ls=`click${Ts}`,Ss=`keydown${Ts}`,Ds=`load${Ts}`,$s="ArrowLeft",Is="ArrowRight",Ns="ArrowUp",Ps="ArrowDown",Ms="Home",js="End",Fs="active",Hs="fade",Ws="show",Bs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Rs=`.nav-link${Bs}, .list-group-item${Bs}, [role="tab"]${Bs}, ${zs}`,qs=`.${Fs}[data-bs-toggle="tab"], .${Fs}[data-bs-toggle="pill"], .${Fs}[data-bs-toggle="list"]`;class Vs extends 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e=this._getActiveElem(),i=e?N.trigger(e,Cs,{relatedTarget:t}):null;N.trigger(t,xs,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Fs),this._activate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),N.trigger(t,ks,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Hs)))}_deactivate(t,e){t&&(t.classList.remove(Fs),t.blur(),this._deactivate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),N.trigger(t,Os,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Hs)))}_keydown(t){if(![$s,Is,Ns,Ps,Ms,js].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!l(t)));let 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"${t}"`);e[t]()}}))}}N.on(document,Ls,zs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this)||Vs.getOrCreateInstance(this).show()})),N.on(window,Ds,(()=>{for(const t of z.find(qs))Vs.getOrCreateInstance(t)})),m(Vs);const Ks=".bs.toast",Qs=`mouseover${Ks}`,Xs=`mouseout${Ks}`,Ys=`focusin${Ks}`,Us=`focusout${Ks}`,Gs=`hide${Ks}`,Js=`hidden${Ks}`,Zs=`show${Ks}`,to=`shown${Ks}`,eo="hide",io="show",no="showing",so={animation:"boolean",autohide:"boolean",delay:"number"},oo={animation:!0,autohide:!0,delay:5e3};class ro extends W{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return oo}static get DefaultType(){return so}static get 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this._element.classList.contains(io)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){N.on(this._element,Qs,(t=>this._onInteraction(t,!0))),N.on(this._element,Xs,(t=>this._onInteraction(t,!1))),N.on(this._element,Ys,(t=>this._onInteraction(t,!0))),N.on(this._element,Us,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ro.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}return 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diff --git a/docs/deps/bootstrap-5.3.1/bootstrap.bundle.min.js.map b/docs/deps/bootstrap-5.3.1/bootstrap.bundle.min.js.map
deleted file mode 100644
index 3863da8b..00000000
--- a/docs/deps/bootstrap-5.3.1/bootstrap.bundle.min.js.map
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object[0] : object\n  }\n\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(parseSelector(object))\n  }\n\n  return null\n}\n\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false\n  }\n\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])')\n\n  if (!closedDetails) {\n    return elementIsVisible\n  }\n\n  if (closedDetails !== element) {\n    const summary = element.closest('summary')\n    if (summary && summary.parentNode !== closedDetails) {\n      return false\n    }\n\n    if (summary === null) {\n      return false\n    }\n  }\n\n  return elementIsVisible\n}\n\nconst isDisabled = element => {\n  if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n    return true\n  }\n\n  if (element.classList.contains('disabled')) {\n    return true\n  }\n\n  if (typeof element.disabled !== 'undefined') {\n    return element.disabled\n  }\n\n  return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false'\n}\n\nconst findShadowRoot = element => {\n  if (!document.documentElement.attachShadow) {\n    return null\n  }\n\n  // Can find the shadow root otherwise it'll return the document\n  if (typeof element.getRootNode === 'function') {\n    const root = element.getRootNode()\n    return root instanceof ShadowRoot ? root : null\n  }\n\n  if (element instanceof ShadowRoot) {\n    return element\n  }\n\n  // when we don't find a shadow root\n  if (!element.parentNode) {\n    return null\n  }\n\n  return findShadowRoot(element.parentNode)\n}\n\nconst noop = () => {}\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n  element.offsetHeight // eslint-disable-line no-unused-expressions\n}\n\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.jQuery\n  }\n\n  return null\n}\n\nconst DOMContentLoadedCallbacks = []\n\nconst onDOMContentLoaded = callback => {\n  if (document.readyState === 'loading') {\n    // add listener on the first call when the document is in loading state\n    if (!DOMContentLoadedCallbacks.length) {\n      document.addEventListener('DOMContentLoaded', () => {\n        for (const callback of DOMContentLoadedCallbacks) {\n          callback()\n        }\n      })\n    }\n\n    DOMContentLoadedCallbacks.push(callback)\n  } else {\n    callback()\n  }\n}\n\nconst isRTL = () => document.documentElement.dir === 'rtl'\n\nconst defineJQueryPlugin = plugin => {\n  onDOMContentLoaded(() => {\n    const $ = getjQuery()\n    /* istanbul ignore if */\n    if ($) {\n      const name = plugin.NAME\n      const JQUERY_NO_CONFLICT = $.fn[name]\n      $.fn[name] = plugin.jQueryInterface\n      $.fn[name].Constructor = plugin\n      $.fn[name].noConflict = () => {\n        $.fn[name] = JQUERY_NO_CONFLICT\n        return plugin.jQueryInterface\n      }\n    }\n  })\n}\n\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n  return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue\n}\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n  if (!waitForTransition) {\n    execute(callback)\n    return\n  }\n\n  const durationPadding = 5\n  const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding\n\n  let called = false\n\n  const handler = ({ target }) => {\n    if (target !== transitionElement) {\n      return\n    }\n\n    called = true\n    transitionElement.removeEventListener(TRANSITION_END, handler)\n    execute(callback)\n  }\n\n  transitionElement.addEventListener(TRANSITION_END, handler)\n  setTimeout(() => {\n    if (!called) {\n      triggerTransitionEnd(transitionElement)\n    }\n  }, emulatedDuration)\n}\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list    The list of elements\n * @param activeElement   The active element\n * @param shouldGetNext   Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n  const listLength = list.length\n  let index = list.indexOf(activeElement)\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0]\n  }\n\n  index += shouldGetNext ? 1 : -1\n\n  if (isCycleAllowed) {\n    index = (index + listLength) % listLength\n  }\n\n  return list[Math.max(0, Math.min(index, listLength - 1))]\n}\n\nexport {\n  defineJQueryPlugin,\n  execute,\n  executeAfterTransition,\n  findShadowRoot,\n  getElement,\n  getjQuery,\n  getNextActiveElement,\n  getTransitionDurationFromElement,\n  getUID,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop,\n  onDOMContentLoaded,\n  parseSelector,\n  reflow,\n  triggerTransitionEnd,\n  toType\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { getjQuery } from '../util/index.js'\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/\nconst stripNameRegex = /\\..*/\nconst stripUidRegex = /::\\d+$/\nconst eventRegistry = {} // Events storage\nlet uidEvent = 1\nconst customEvents = {\n  mouseenter: 'mouseover',\n  mouseleave: 'mouseout'\n}\n\nconst nativeEvents = new Set([\n  'click',\n  'dblclick',\n  'mouseup',\n  'mousedown',\n  'contextmenu',\n  'mousewheel',\n  'DOMMouseScroll',\n  'mouseover',\n  'mouseout',\n  'mousemove',\n  'selectstart',\n  'selectend',\n  'keydown',\n  'keypress',\n  'keyup',\n  'orientationchange',\n  'touchstart',\n  'touchmove',\n  'touchend',\n  'touchcancel',\n  'pointerdown',\n  'pointermove',\n  'pointerup',\n  'pointerleave',\n  'pointercancel',\n  'gesturestart',\n  'gesturechange',\n  'gestureend',\n  'focus',\n  'blur',\n  'change',\n  'reset',\n  'select',\n  'submit',\n  'focusin',\n  'focusout',\n  'load',\n  'unload',\n  'beforeunload',\n  'resize',\n  'move',\n  'DOMContentLoaded',\n  'readystatechange',\n  'error',\n  'abort',\n  'scroll'\n])\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getElementEvents(element) {\n  const uid = makeEventUid(element)\n\n  element.uidEvent = uid\n  eventRegistry[uid] = eventRegistry[uid] || {}\n\n  return eventRegistry[uid]\n}\n\nfunction bootstrapHandler(element, fn) {\n  return function handler(event) {\n    hydrateObj(event, { delegateTarget: element })\n\n    if (handler.oneOff) {\n      EventHandler.off(element, event.type, fn)\n    }\n\n    return fn.apply(element, [event])\n  }\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n  return function handler(event) {\n    const domElements = element.querySelectorAll(selector)\n\n    for (let { target } = event; target && target !== this; target = target.parentNode) {\n      for (const domElement of domElements) {\n        if (domElement !== target) {\n          continue\n        }\n\n        hydrateObj(event, { delegateTarget: target })\n\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn)\n        }\n\n        return fn.apply(target, [event])\n      }\n    }\n  }\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events)\n    .find(event => event.callable === callable && event.delegationSelector === delegationSelector)\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string'\n  // TODO: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : (handler || delegationFunction)\n  let typeEvent = getTypeEvent(originalTypeEvent)\n\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent\n  }\n\n  return [isDelegated, callable, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return\n  }\n\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n\n  // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n  // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n  if (originalTypeEvent in customEvents) {\n    const wrapFunction = fn => {\n      return function (event) {\n        if (!event.relatedTarget || (event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget))) {\n          return fn.call(this, event)\n        }\n      }\n    }\n\n    callable = wrapFunction(callable)\n  }\n\n  const events = getElementEvents(element)\n  const handlers = events[typeEvent] || (events[typeEvent] = {})\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null)\n\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff\n\n    return\n  }\n\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''))\n  const fn = isDelegated ?\n    bootstrapDelegationHandler(element, handler, callable) :\n    bootstrapHandler(element, callable)\n\n  fn.delegationSelector = isDelegated ? handler : null\n  fn.callable = callable\n  fn.oneOff = oneOff\n  fn.uidEvent = uid\n  handlers[uid] = fn\n\n  element.addEventListener(typeEvent, fn, isDelegated)\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n  const fn = findHandler(events[typeEvent], handler, delegationSelector)\n\n  if (!fn) {\n    return\n  }\n\n  element.removeEventListener(typeEvent, fn, Boolean(delegationSelector))\n  delete events[typeEvent][fn.uidEvent]\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n  const storeElementEvent = events[typeEvent] || {}\n\n  for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      removeHandler(element, events, typeEvent, event.callable, event.delegationSelector)\n    }\n  }\n}\n\nfunction getTypeEvent(event) {\n  // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n  event = event.replace(stripNameRegex, '')\n  return customEvents[event] || event\n}\n\nconst EventHandler = {\n  on(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false)\n  },\n\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true)\n  },\n\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return\n    }\n\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n    const inNamespace = typeEvent !== originalTypeEvent\n    const events = getElementEvents(element)\n    const storeElementEvent = events[typeEvent] || {}\n    const isNamespace = originalTypeEvent.startsWith('.')\n\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return\n      }\n\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null)\n      return\n    }\n\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n      }\n    }\n\n    for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        removeHandler(element, events, typeEvent, event.callable, event.delegationSelector)\n      }\n    }\n  },\n\n  trigger(element, event, args) {\n    if (typeof event !== 'string' || !element) {\n      return null\n    }\n\n    const $ = getjQuery()\n    const typeEvent = getTypeEvent(event)\n    const inNamespace = event !== typeEvent\n\n    let jQueryEvent = null\n    let bubbles = true\n    let nativeDispatch = true\n    let defaultPrevented = false\n\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args)\n\n      $(element).trigger(jQueryEvent)\n      bubbles = !jQueryEvent.isPropagationStopped()\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped()\n      defaultPrevented = jQueryEvent.isDefaultPrevented()\n    }\n\n    const evt = hydrateObj(new Event(event, { bubbles, cancelable: true }), args)\n\n    if (defaultPrevented) {\n      evt.preventDefault()\n    }\n\n    if (nativeDispatch) {\n      element.dispatchEvent(evt)\n    }\n\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault()\n    }\n\n    return evt\n  }\n}\n\nfunction hydrateObj(obj, meta = {}) {\n  for (const [key, value] of Object.entries(meta)) {\n    try {\n      obj[key] = value\n    } catch {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value\n        }\n      })\n    }\n  }\n\n  return obj\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true\n  }\n\n  if (value === 'false') {\n    return false\n  }\n\n  if (value === Number(value).toString()) {\n    return Number(value)\n  }\n\n  if (value === '' || value === 'null') {\n    return null\n  }\n\n  if (typeof value !== 'string') {\n    return value\n  }\n\n  try {\n    return JSON.parse(decodeURIComponent(value))\n  } catch {\n    return value\n  }\n}\n\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`)\n}\n\nconst Manipulator = {\n  setDataAttribute(element, key, value) {\n    element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value)\n  },\n\n  removeDataAttribute(element, key) {\n    element.removeAttribute(`data-bs-${normalizeDataKey(key)}`)\n  },\n\n  getDataAttributes(element) {\n    if (!element) {\n      return {}\n    }\n\n    const attributes = {}\n    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'))\n\n    for (const key of bsKeys) {\n      let pureKey = key.replace(/^bs/, '')\n      pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length)\n      attributes[pureKey] = normalizeData(element.dataset[key])\n    }\n\n    return attributes\n  },\n\n  getDataAttribute(element, key) {\n    return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`))\n  }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Manipulator from '../dom/manipulator.js'\nimport { isElement, toType } from './index.js'\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {}\n  }\n\n  static get DefaultType() {\n    return {}\n  }\n\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!')\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    return config\n  }\n\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {} // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    }\n  }\n\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const [property, expectedTypes] of Object.entries(configTypes)) {\n      const value = config[property]\n      const valueType = isElement(value) ? 'element' : toType(value)\n\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(\n          `${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n        )\n      }\n    }\n  }\n}\n\nexport default Config\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data.js'\nimport EventHandler from './dom/event-handler.js'\nimport Config from './util/config.js'\nimport { executeAfterTransition, getElement } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.1'\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super()\n\n    element = getElement(element)\n    if (!element) {\n      return\n    }\n\n    this._element = element\n    this._config = this._getConfig(config)\n\n    Data.set(this._element, this.constructor.DATA_KEY, this)\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY)\n    EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null\n    }\n  }\n\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated)\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY)\n  }\n\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n  }\n\n  static get VERSION() {\n    return VERSION\n  }\n\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`\n  }\n\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`\n  }\n\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`\n  }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible, parseSelector } from '../util/index.js'\n\nconst getSelector = element => {\n  let selector = element.getAttribute('data-bs-target')\n\n  if (!selector || selector === '#') {\n    let hrefAttribute = element.getAttribute('href')\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttribute || (!hrefAttribute.includes('#') && !hrefAttribute.startsWith('.'))) {\n      return null\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n      hrefAttribute = `#${hrefAttribute.split('#')[1]}`\n    }\n\n    selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null\n  }\n\n  return parseSelector(selector)\n}\n\nconst SelectorEngine = {\n  find(selector, element = document.documentElement) {\n    return [].concat(...Element.prototype.querySelectorAll.call(element, selector))\n  },\n\n  findOne(selector, element = document.documentElement) {\n    return Element.prototype.querySelector.call(element, selector)\n  },\n\n  children(element, selector) {\n    return [].concat(...element.children).filter(child => child.matches(selector))\n  },\n\n  parents(element, selector) {\n    const parents = []\n    let ancestor = element.parentNode.closest(selector)\n\n    while (ancestor) {\n      parents.push(ancestor)\n      ancestor = ancestor.parentNode.closest(selector)\n    }\n\n    return parents\n  },\n\n  prev(element, selector) {\n    let previous = element.previousElementSibling\n\n    while (previous) {\n      if (previous.matches(selector)) {\n        return [previous]\n      }\n\n      previous = previous.previousElementSibling\n    }\n\n    return []\n  },\n  // TODO: this is now unused; remove later along with prev()\n  next(element, selector) {\n    let next = element.nextElementSibling\n\n    while (next) {\n      if (next.matches(selector)) {\n        return [next]\n      }\n\n      next = next.nextElementSibling\n    }\n\n    return []\n  },\n\n  focusableChildren(element) {\n    const focusables = [\n      'a',\n      'button',\n      'input',\n      'textarea',\n      'select',\n      'details',\n      '[tabindex]',\n      '[contenteditable=\"true\"]'\n    ].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',')\n\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el))\n  },\n\n  getSelectorFromElement(element) {\n    const selector = getSelector(element)\n\n    if (selector) {\n      return SelectorEngine.findOne(selector) ? selector : null\n    }\n\n    return null\n  },\n\n  getElementFromSelector(element) {\n    const selector = getSelector(element)\n\n    return selector ? SelectorEngine.findOne(selector) : null\n  },\n\n  getMultipleElementsFromSelector(element) {\n    const selector = getSelector(element)\n\n    return selector ? SelectorEngine.find(selector) : []\n  }\n}\n\nexport default SelectorEngine\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport { isDisabled } from './index.js'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`\n  const name = component.NAME\n\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault()\n    }\n\n    if (isDisabled(this)) {\n      return\n    }\n\n    const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`)\n    const instance = component.getOrCreateInstance(target)\n\n    // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n    instance[method]()\n  })\n}\n\nexport {\n  enableDismissTrigger\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'alert'\nconst DATA_KEY = 'bs.alert'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_CLOSE = `close${EVENT_KEY}`\nconst EVENT_CLOSED = `closed${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n    if (closeEvent.defaultPrevented) {\n      return\n    }\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove()\n    EventHandler.trigger(this._element, EVENT_CLOSED)\n    this.dispose()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close')\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE))\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this)\n\n      if (config === 'toggle') {\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, event => {\n  event.preventDefault()\n\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE)\n  const data = Button.getOrCreateInstance(button)\n\n  data.toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport Config from './config.js'\nimport { execute } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'swipe'\nconst EVENT_KEY = '.bs.swipe'\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY}`\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY}`\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY}`\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY}`\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY}`\nconst POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n}\n\nconst DefaultType = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n}\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super()\n    this._element = element\n\n    if (!element || !Swipe.isSupported()) {\n      return\n    }\n\n    this._config = this._getConfig(config)\n    this._deltaX = 0\n    this._supportPointerEvents = Boolean(window.PointerEvent)\n    this._initEvents()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  dispose() {\n    EventHandler.off(this._element, EVENT_KEY)\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX\n\n      return\n    }\n\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX\n    }\n  }\n\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX\n    }\n\n    this._handleSwipe()\n    execute(this._config.endCallback)\n  }\n\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ?\n      0 :\n      event.touches[0].clientX - this._deltaX\n  }\n\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX)\n\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return\n    }\n\n    const direction = absDeltaX / this._deltaX\n\n    this._deltaX = 0\n\n    if (!direction) {\n      return\n    }\n\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback)\n  }\n\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event))\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event))\n\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event))\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event))\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event))\n    }\n  }\n\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n  }\n}\n\nexport default Swipe\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  getNextActiveElement,\n  isRTL,\n  isVisible,\n  reflow,\n  triggerTransitionEnd\n} from './util/index.js'\nimport Swipe from './util/swipe.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'carousel'\nconst DATA_KEY = 'bs.carousel'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst TOUCHEVENT_COMPAT_WAIT = 500 // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\n\nconst EVENT_SLIDE = `slide${EVENT_KEY}`\nconst EVENT_SLID = `slid${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_MOUSEENTER = `mouseenter${EVENT_KEY}`\nconst EVENT_MOUSELEAVE = `mouseleave${EVENT_KEY}`\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_CAROUSEL = 'carousel'\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_SLIDE = 'slide'\nconst CLASS_NAME_END = 'carousel-item-end'\nconst CLASS_NAME_START = 'carousel-item-start'\nconst CLASS_NAME_NEXT = 'carousel-item-next'\nconst CLASS_NAME_PREV = 'carousel-item-prev'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst Default = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n}\n\nconst DefaultType = {\n  interval: '(number|boolean)', // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._interval = null\n    this._activeElement = null\n    this._isSliding = false\n    this.touchTimeout = null\n    this._swipeHelper = null\n\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n    this._addEventListeners()\n\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  next() {\n    this._slide(ORDER_NEXT)\n  }\n\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\n    // Don't call next when the page isn't visible\n    // or the carousel or its parent isn't visible\n    if (!document.hidden && isVisible(this._element)) {\n      this.next()\n    }\n  }\n\n  prev() {\n    this._slide(ORDER_PREV)\n  }\n\n  pause() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element)\n    }\n\n    this._clearInterval()\n  }\n\n  cycle() {\n    this._clearInterval()\n    this._updateInterval()\n\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval)\n  }\n\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle())\n      return\n    }\n\n    this.cycle()\n  }\n\n  to(index) {\n    const items = this._getItems()\n    if (index > items.length - 1 || index < 0) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.to(index))\n      return\n    }\n\n    const activeIndex = this._getItemIndex(this._getActive())\n    if (activeIndex === index) {\n      return\n    }\n\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV\n\n    this._slide(order, items[index])\n  }\n\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose()\n    }\n\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval\n    return config\n  }\n\n  _addEventListeners() {\n    if (this._config.keyboard) {\n      EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n    }\n\n    if (this._config.pause === 'hover') {\n      EventHandler.on(this._element, EVENT_MOUSEENTER, () => this.pause())\n      EventHandler.on(this._element, EVENT_MOUSELEAVE, () => this._maybeEnableCycle())\n    }\n\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners()\n    }\n  }\n\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault())\n    }\n\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return\n      }\n\n      // If it's a touch-enabled device, mouseenter/leave are fired as\n      // part of the mouse compatibility events on first tap - the carousel\n      // would stop cycling until user tapped out of it;\n      // here, we listen for touchend, explicitly pause the carousel\n      // (as if it's the second time we tap on it, mouseenter compat event\n      // is NOT fired) and after a timeout (to allow for mouse compatibility\n      // events to fire) we explicitly restart cycling\n\n      this.pause()\n      if (this.touchTimeout) {\n        clearTimeout(this.touchTimeout)\n      }\n\n      this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n    }\n\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    }\n\n    this._swipeHelper = new Swipe(this._element, swipeConfig)\n  }\n\n  _keydown(event) {\n    if (/input|textarea/i.test(event.target.tagName)) {\n      return\n    }\n\n    const direction = KEY_TO_DIRECTION[event.key]\n    if (direction) {\n      event.preventDefault()\n      this._slide(this._directionToOrder(direction))\n    }\n  }\n\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element)\n  }\n\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return\n    }\n\n    const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement)\n\n    activeIndicator.classList.remove(CLASS_NAME_ACTIVE)\n    activeIndicator.removeAttribute('aria-current')\n\n    const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement)\n\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE)\n      newActiveIndicator.setAttribute('aria-current', 'true')\n    }\n  }\n\n  _updateInterval() {\n    const element = this._activeElement || this._getActive()\n\n    if (!element) {\n      return\n    }\n\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n    this._config.interval = elementInterval || this._config.defaultInterval\n  }\n\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return\n    }\n\n    const activeElement = this._getActive()\n    const isNext = order === ORDER_NEXT\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap)\n\n    if (nextElement === activeElement) {\n      return\n    }\n\n    const nextElementIndex = this._getItemIndex(nextElement)\n\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      })\n    }\n\n    const slideEvent = triggerEvent(EVENT_SLIDE)\n\n    if (slideEvent.defaultPrevented) {\n      return\n    }\n\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // TODO: change tests that use empty divs to avoid this check\n      return\n    }\n\n    const isCycling = Boolean(this._interval)\n    this.pause()\n\n    this._isSliding = true\n\n    this._setActiveIndicatorElement(nextElementIndex)\n    this._activeElement = nextElement\n\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n\n    nextElement.classList.add(orderClassName)\n\n    reflow(nextElement)\n\n    activeElement.classList.add(directionalClassName)\n    nextElement.classList.add(directionalClassName)\n\n    const completeCallBack = () => {\n      nextElement.classList.remove(directionalClassName, orderClassName)\n      nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n      activeElement.classList.remove(CLASS_NAME_ACTIVE, orderClassName, directionalClassName)\n\n      this._isSliding = false\n\n      triggerEvent(EVENT_SLID)\n    }\n\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated())\n\n    if (isCycling) {\n      this.cycle()\n    }\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE)\n  }\n\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n  }\n\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element)\n  }\n\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval)\n      this._interval = null\n    }\n  }\n\n  _directionToOrder(direction) {\n    if (isRTL()) {\n      return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT\n    }\n\n    return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV\n  }\n\n  _orderToDirection(order) {\n    if (isRTL()) {\n      return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT\n    }\n\n    return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config)\n\n      if (typeof config === 'number') {\n        data.to(config)\n        return\n      }\n\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return\n  }\n\n  event.preventDefault()\n\n  const carousel = Carousel.getOrCreateInstance(target)\n  const slideIndex = this.getAttribute('data-bs-slide-to')\n\n  if (slideIndex) {\n    carousel.to(slideIndex)\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next()\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  carousel.prev()\n  carousel._maybeEnableCycle()\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  getElement,\n  reflow\n} from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_COLLAPSE = 'collapse'\nconst CLASS_NAME_COLLAPSING = 'collapsing'\nconst CLASS_NAME_COLLAPSED = 'collapsed'\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\nconst Default = {\n  parent: null,\n  toggle: true\n}\n\nconst DefaultType = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isTransitioning = false\n    this._triggerArray = []\n\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (const elem of toggleList) {\n      const selector = SelectorEngine.getSelectorFromElement(elem)\n      const filterElement = SelectorEngine.find(selector)\n        .filter(foundElement => foundElement === this._element)\n\n      if (selector !== null && filterElement.length) {\n        this._triggerArray.push(elem)\n      }\n    }\n\n    this._initializeChildren()\n\n    if (!this._config.parent) {\n      this._addAriaAndCollapsedClass(this._triggerArray, this._isShown())\n    }\n\n    if (this._config.toggle) {\n      this.toggle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    if (this._isShown()) {\n      this.hide()\n    } else {\n      this.show()\n    }\n  }\n\n  show() {\n    if (this._isTransitioning || this._isShown()) {\n      return\n    }\n\n    let activeChildren = []\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES)\n        .filter(element => element !== this._element)\n        .map(element => Collapse.getOrCreateInstance(element, { toggle: false }))\n    }\n\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide()\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.classList.remove(CLASS_NAME_COLLAPSE)\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n\n    this._element.style[dimension] = 0\n\n    this._addAriaAndCollapsedClass(this._triggerArray, true)\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n      this._element.style[dimension] = ''\n\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n    }\n\n    const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1)\n    const scrollSize = `scroll${capitalizedDimension}`\n\n    this._queueCallback(complete, this._element, true)\n    this._element.style[dimension] = `${this._element[scrollSize]}px`\n  }\n\n  hide() {\n    if (this._isTransitioning || !this._isShown()) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n    this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n    for (const trigger of this._triggerArray) {\n      const element = SelectorEngine.getElementFromSelector(trigger)\n\n      if (element && !this._isShown(element)) {\n        this._addAriaAndCollapsedClass([trigger], false)\n      }\n    }\n\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.style[dimension] = ''\n\n    this._queueCallback(complete, this._element, true)\n  }\n\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle) // Coerce string values\n    config.parent = getElement(config.parent)\n    return config\n  }\n\n  _getDimension() {\n    return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT\n  }\n\n  _initializeChildren() {\n    if (!this._config.parent) {\n      return\n    }\n\n    const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE)\n\n    for (const element of children) {\n      const selected = SelectorEngine.getElementFromSelector(element)\n\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected))\n      }\n    }\n  }\n\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent)\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element))\n  }\n\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return\n    }\n\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen)\n      element.setAttribute('aria-expanded', isOpen)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {}\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false\n    }\n\n    return this.each(function () {\n      const data = Collapse.getOrCreateInstance(this, _config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  // preventDefault only for <a> elements (which change the URL) not inside the collapsible element\n  if (event.target.tagName === 'A' || (event.delegateTarget && event.delegateTarget.tagName === 'A')) {\n    event.preventDefault()\n  }\n\n  for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n    Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse)\n\nexport default Collapse\n","export var top = 'top';\nexport var bottom = 'bottom';\nexport var right = 'right';\nexport var left = 'left';\nexport var auto = 'auto';\nexport var basePlacements = [top, bottom, right, left];\nexport var start = 'start';\nexport var end = 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n  return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n  return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n  return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n  if (node == null) {\n    return window;\n  }\n\n  if (node.toString() !== '[object Window]') {\n    var ownerDocument = node.ownerDocument;\n    return ownerDocument ? ownerDocument.defaultView || window : window;\n  }\n\n  return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n  var OwnElement = getWindow(node).Element;\n  return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n  var OwnElement = getWindow(node).HTMLElement;\n  return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n  // IE 11 has no ShadowRoot\n  if (typeof ShadowRoot === 'undefined') {\n    return false;\n  }\n\n  var OwnElement = getWindow(node).ShadowRoot;\n  return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n  var state = _ref.state;\n  Object.keys(state.elements).forEach(function (name) {\n    var style = state.styles[name] || {};\n    var attributes = state.attributes[name] || {};\n    var element = state.elements[name]; // arrow is optional + virtual elements\n\n    if (!isHTMLElement(element) || !getNodeName(element)) {\n      return;\n    } // Flow doesn't support to extend this property, but it's the most\n    // effective way to apply styles to an HTMLElement\n    // $FlowFixMe[cannot-write]\n\n\n    Object.assign(element.style, style);\n    Object.keys(attributes).forEach(function (name) {\n      var value = attributes[name];\n\n      if (value === false) {\n        element.removeAttribute(name);\n      } else {\n        element.setAttribute(name, value === true ? '' : value);\n      }\n    });\n  });\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state;\n  var initialStyles = {\n    popper: {\n      position: state.options.strategy,\n      left: '0',\n      top: '0',\n      margin: '0'\n    },\n    arrow: {\n      position: 'absolute'\n    },\n    reference: {}\n  };\n  Object.assign(state.elements.popper.style, initialStyles.popper);\n  state.styles = initialStyles;\n\n  if (state.elements.arrow) {\n    Object.assign(state.elements.arrow.style, initialStyles.arrow);\n  }\n\n  return function () {\n    Object.keys(state.elements).forEach(function (name) {\n      var element = state.elements[name];\n      var attributes = state.attributes[name] || {};\n      var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n      var style = styleProperties.reduce(function (style, property) {\n        style[property] = '';\n        return style;\n      }, {}); // arrow is optional + virtual elements\n\n      if (!isHTMLElement(element) || !getNodeName(element)) {\n        return;\n      }\n\n      Object.assign(element.style, style);\n      Object.keys(attributes).forEach(function (attribute) {\n        element.removeAttribute(attribute);\n      });\n    });\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'applyStyles',\n  enabled: true,\n  phase: 'write',\n  fn: applyStyles,\n  effect: effect,\n  requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n  return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n  var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n  // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n  var width = element.offsetWidth;\n  var height = element.offsetHeight;\n\n  if (Math.abs(clientRect.width - width) <= 1) {\n    width = clientRect.width;\n  }\n\n  if (Math.abs(clientRect.height - height) <= 1) {\n    height = clientRect.height;\n  }\n\n  return {\n    x: element.offsetLeft,\n    y: element.offsetTop,\n    width: width,\n    height: height\n  };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n  var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n  if (parent.contains(child)) {\n    return true;\n  } // then fallback to custom implementation with Shadow DOM support\n  else if (rootNode && isShadowRoot(rootNode)) {\n      var next = child;\n\n      do {\n        if (next && parent.isSameNode(next)) {\n          return true;\n        } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n        next = next.parentNode || next.host;\n      } while (next);\n    } // Give up, the result is false\n\n\n  return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n  return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n  return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n  // $FlowFixMe[incompatible-return]: assume body is always available\n  return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n  element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n  if (getNodeName(element) === 'html') {\n    return element;\n  }\n\n  return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n    // $FlowFixMe[incompatible-return]\n    // $FlowFixMe[prop-missing]\n    element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n    element.parentNode || ( // DOM Element detected\n    isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n    // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n    getDocumentElement(element) // fallback\n\n  );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n  if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n  getComputedStyle(element).position === 'fixed') {\n    return null;\n  }\n\n  return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n  var isFirefox = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\n\n  if (isIE && isHTMLElement(element)) {\n    // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n    var elementCss = getComputedStyle(element);\n\n    if (elementCss.position === 'fixed') {\n      return null;\n    }\n  }\n\n  var currentNode = getParentNode(element);\n\n  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\n\n  while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n    var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n    // create a containing block.\n    // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n    if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n      return currentNode;\n    } else {\n      currentNode = currentNode.parentNode;\n    }\n  }\n\n  return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n  var window = getWindow(element);\n  var offsetParent = getTrueOffsetParent(element);\n\n  while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n    offsetParent = getTrueOffsetParent(offsetParent);\n  }\n\n  if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n    return window;\n  }\n\n  return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n  return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n  return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n  return {\n    top: 0,\n    right: 0,\n    bottom: 0,\n    left: 0\n  };\n}","export default function expandToHashMap(value, keys) {\n  return keys.reduce(function (hashMap, key) {\n    hashMap[key] = value;\n    return hashMap;\n  }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n  padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : padding;\n  return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n  var _state$modifiersData$;\n\n  var state = _ref.state,\n      name = _ref.name,\n      options = _ref.options;\n  var arrowElement = state.elements.arrow;\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var basePlacement = getBasePlacement(state.placement);\n  var axis = getMainAxisFromPlacement(basePlacement);\n  var isVertical = [left, right].indexOf(basePlacement) >= 0;\n  var len = isVertical ? 'height' : 'width';\n\n  if (!arrowElement || !popperOffsets) {\n    return;\n  }\n\n  var paddingObject = toPaddingObject(options.padding, state);\n  var arrowRect = getLayoutRect(arrowElement);\n  var minProp = axis === 'y' ? top : left;\n  var maxProp = axis === 'y' ? bottom : right;\n  var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n  var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n  var arrowOffsetParent = getOffsetParent(arrowElement);\n  var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n  var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n  // outside of the popper bounds\n\n  var min = paddingObject[minProp];\n  var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n  var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n  var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n  var axisProp = axis;\n  state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options;\n  var _options$element = options.element,\n      arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n  var x = _ref.x,\n      y = _ref.y;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(x * dpr) / dpr || 0,\n    y: round(y * dpr) / dpr || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\n  var hasX = offsets.hasOwnProperty('x');\n  var hasY = offsets.hasOwnProperty('y');\n  var sideX = left;\n  var sideY = top;\n  var win = window;\n\n  if (adaptive) {\n    var offsetParent = getOffsetParent(popper);\n    var heightProp = 'clientHeight';\n    var widthProp = 'clientWidth';\n\n    if (offsetParent === getWindow(popper)) {\n      offsetParent = getDocumentElement(popper);\n\n      if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n        heightProp = 'scrollHeight';\n        widthProp = 'scrollWidth';\n      }\n    } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n    offsetParent = offsetParent;\n\n    if (placement === top || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }, getWindow(popper)) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$assign;\n\n    return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n  }\n\n  return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.options;\n  var _options$gpuAccelerat = options.gpuAcceleration,\n      gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n      _options$adaptive = options.adaptive,\n      adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n      _options$roundOffsets = options.roundOffsets,\n      roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$scroll = options.scroll,\n      scroll = _options$scroll === void 0 ? true : _options$scroll,\n      _options$resize = options.resize,\n      resize = _options$resize === void 0 ? true : _options$resize;\n  var window = getWindow(state.elements.popper);\n  var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n  if (scroll) {\n    scrollParents.forEach(function (scrollParent) {\n      scrollParent.addEventListener('scroll', instance.update, passive);\n    });\n  }\n\n  if (resize) {\n    window.addEventListener('resize', instance.update, passive);\n  }\n\n  return function () {\n    if (scroll) {\n      scrollParents.forEach(function (scrollParent) {\n        scrollParent.removeEventListener('scroll', instance.update, passive);\n      });\n    }\n\n    if (resize) {\n      window.removeEventListener('resize', instance.update, passive);\n    }\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'eventListeners',\n  enabled: true,\n  phase: 'write',\n  fn: function fn() {},\n  effect: effect,\n  data: {}\n};","var hash = {\n  left: 'right',\n  right: 'left',\n  bottom: 'top',\n  top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n  return placement.replace(/left|right|bottom|top/g, function (matched) {\n    return hash[matched];\n  });\n}","var hash = {\n  start: 'end',\n  end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n  return placement.replace(/start|end/g, function (matched) {\n    return hash[matched];\n  });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n  var win = getWindow(node);\n  var scrollLeft = win.pageXOffset;\n  var scrollTop = win.pageYOffset;\n  return {\n    scrollLeft: scrollLeft,\n    scrollTop: scrollTop\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n  // If <html> has a CSS width greater than the viewport, then this will be\n  // incorrect for RTL.\n  // Popper 1 is broken in this case and never had a bug report so let's assume\n  // it's not an issue. I don't think anyone ever specifies width on <html>\n  // anyway.\n  // Browsers where the left scrollbar doesn't cause an issue report `0` for\n  // this (e.g. Edge 2019, IE11, Safari)\n  return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n  // Firefox wants us to check `-x` and `-y` variations as well\n  var _getComputedStyle = getComputedStyle(element),\n      overflow = _getComputedStyle.overflow,\n      overflowX = _getComputedStyle.overflowX,\n      overflowY = _getComputedStyle.overflowY;\n\n  return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n  if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$ownerDocumen;\n\n  if (list === void 0) {\n    list = [];\n  }\n\n  var scrollParent = getScrollParent(element);\n  var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n  var win = getWindow(scrollParent);\n  var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n  var updatedList = list.concat(target);\n  return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n  updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n  return Object.assign({}, rect, {\n    left: rect.x,\n    top: rect.y,\n    right: rect.x + rect.width,\n    bottom: rect.y + rect.height\n  });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n  rect.top = rect.top + element.clientTop;\n  rect.left = rect.left + element.clientLeft;\n  rect.bottom = rect.top + element.clientHeight;\n  rect.right = rect.left + element.clientWidth;\n  rect.width = element.clientWidth;\n  rect.height = element.clientHeight;\n  rect.x = rect.left;\n  rect.y = rect.top;\n  return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n  var clippingParents = listScrollParents(getParentNode(element));\n  var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n  var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n  if (!isElement(clipperElement)) {\n    return [];\n  } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n  return clippingParents.filter(function (clippingParent) {\n    return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n  });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n  var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n  var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n  var firstClippingParent = clippingParents[0];\n  var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n    var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n    accRect.top = max(rect.top, accRect.top);\n    accRect.right = min(rect.right, accRect.right);\n    accRect.bottom = min(rect.bottom, accRect.bottom);\n    accRect.left = max(rect.left, accRect.left);\n    return accRect;\n  }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n  clippingRect.width = clippingRect.right - clippingRect.left;\n  clippingRect.height = clippingRect.bottom - clippingRect.top;\n  clippingRect.x = clippingRect.left;\n  clippingRect.y = clippingRect.top;\n  return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n  var win = getWindow(element);\n  var html = getDocumentElement(element);\n  var visualViewport = win.visualViewport;\n  var width = html.clientWidth;\n  var height = html.clientHeight;\n  var x = 0;\n  var y = 0;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n      x = visualViewport.offsetLeft;\n      y = visualViewport.offsetTop;\n    }\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x + getWindowScrollBarX(element),\n    y: y\n  };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `<html>` and `<body>` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n  var _element$ownerDocumen;\n\n  var html = getDocumentElement(element);\n  var winScroll = getWindowScroll(element);\n  var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n  var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n  var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n  var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n  var y = -winScroll.scrollTop;\n\n  if (getComputedStyle(body || html).direction === 'rtl') {\n    x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x,\n    y: y\n  };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n  var reference = _ref.reference,\n      element = _ref.element,\n      placement = _ref.placement;\n  var basePlacement = placement ? getBasePlacement(placement) : null;\n  var variation = placement ? getVariation(placement) : null;\n  var commonX = reference.x + reference.width / 2 - element.width / 2;\n  var commonY = reference.y + reference.height / 2 - element.height / 2;\n  var offsets;\n\n  switch (basePlacement) {\n    case top:\n      offsets = {\n        x: commonX,\n        y: reference.y - element.height\n      };\n      break;\n\n    case bottom:\n      offsets = {\n        x: commonX,\n        y: reference.y + reference.height\n      };\n      break;\n\n    case right:\n      offsets = {\n        x: reference.x + reference.width,\n        y: commonY\n      };\n      break;\n\n    case left:\n      offsets = {\n        x: reference.x - element.width,\n        y: commonY\n      };\n      break;\n\n    default:\n      offsets = {\n        x: reference.x,\n        y: reference.y\n      };\n  }\n\n  var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n  if (mainAxis != null) {\n    var len = mainAxis === 'y' ? 'height' : 'width';\n\n    switch (variation) {\n      case start:\n        offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n        break;\n\n      case end:\n        offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n        break;\n\n      default:\n    }\n  }\n\n  return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      _options$placement = _options.placement,\n      placement = _options$placement === void 0 ? state.placement : _options$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n      _options$boundary = _options.boundary,\n      boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n      _options$rootBoundary = _options.rootBoundary,\n      rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n      _options$elementConte = _options.elementContext,\n      elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n      _options$altBoundary = _options.altBoundary,\n      altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n      _options$padding = _options.padding,\n      padding = _options$padding === void 0 ? 0 : _options$padding;\n  var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n  var altContext = elementContext === popper ? reference : popper;\n  var popperRect = state.rects.popper;\n  var element = state.elements[altBoundary ? altContext : elementContext];\n  var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\n  var popperOffsets = computeOffsets({\n    reference: referenceClientRect,\n    element: popperRect,\n    strategy: 'absolute',\n    placement: placement\n  });\n  var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n  var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n  // 0 or negative = within the clipping rect\n\n  var overflowOffsets = {\n    top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n    bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n    left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n    right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n  };\n  var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n  if (elementContext === popper && offsetData) {\n    var offset = offsetData[placement];\n    Object.keys(overflowOffsets).forEach(function (key) {\n      var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n      var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n      overflowOffsets[key] += offset[axis] * multiply;\n    });\n  }\n\n  return overflowOffsets;\n}","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      placement = _options.placement,\n      boundary = _options.boundary,\n      rootBoundary = _options.rootBoundary,\n      padding = _options.padding,\n      flipVariations = _options.flipVariations,\n      _options$allowedAutoP = _options.allowedAutoPlacements,\n      allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n  var variation = getVariation(placement);\n  var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n    return getVariation(placement) === variation;\n  }) : basePlacements;\n  var allowedPlacements = placements.filter(function (placement) {\n    return allowedAutoPlacements.indexOf(placement) >= 0;\n  });\n\n  if (allowedPlacements.length === 0) {\n    allowedPlacements = placements;\n  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n      specifiedFallbackPlacements = options.fallbackPlacements,\n      padding = options.padding,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      _options$flipVariatio = options.flipVariations,\n      flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n      allowedAutoPlacements = options.allowedAutoPlacements;\n  var preferredPlacement = state.options.placement;\n  var basePlacement = getBasePlacement(preferredPlacement);\n  var isBasePlacement = basePlacement === preferredPlacement;\n  var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n  var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n    return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding,\n      flipVariations: flipVariations,\n      allowedAutoPlacements: allowedAutoPlacements\n    }) : placement);\n  }, []);\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var checksMap = new Map();\n  var makeFallbackChecks = true;\n  var firstFittingPlacement = placements[0];\n\n  for (var i = 0; i < placements.length; i++) {\n    var placement = placements[i];\n\n    var _basePlacement = getBasePlacement(placement);\n\n    var isStartVariation = getVariation(placement) === start;\n    var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n    var len = isVertical ? 'width' : 'height';\n    var overflow = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      altBoundary: altBoundary,\n      padding: padding\n    });\n    var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n    if (referenceRect[len] > popperRect[len]) {\n      mainVariationSide = getOppositePlacement(mainVariationSide);\n    }\n\n    var altVariationSide = getOppositePlacement(mainVariationSide);\n    var checks = [];\n\n    if (checkMainAxis) {\n      checks.push(overflow[_basePlacement] <= 0);\n    }\n\n    if (checkAltAxis) {\n      checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n    }\n\n    if (checks.every(function (check) {\n      return check;\n    })) {\n      firstFittingPlacement = placement;\n      makeFallbackChecks = false;\n      break;\n    }\n\n    checksMap.set(placement, checks);\n  }\n\n  if (makeFallbackChecks) {\n    // `2` may be desired in some cases – research later\n    var numberOfChecks = flipVariations ? 3 : 1;\n\n    var _loop = function _loop(_i) {\n      var fittingPlacement = placements.find(function (placement) {\n        var checks = checksMap.get(placement);\n\n        if (checks) {\n          return checks.slice(0, _i).every(function (check) {\n            return check;\n          });\n        }\n      });\n\n      if (fittingPlacement) {\n        firstFittingPlacement = fittingPlacement;\n        return \"break\";\n      }\n    };\n\n    for (var _i = numberOfChecks; _i > 0; _i--) {\n      var _ret = _loop(_i);\n\n      if (_ret === \"break\") break;\n    }\n  }\n\n  if (state.placement !== firstFittingPlacement) {\n    state.modifiersData[name]._skip = true;\n    state.placement = firstFittingPlacement;\n    state.reset = true;\n  }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'flip',\n  enabled: true,\n  phase: 'main',\n  fn: flip,\n  requiresIfExists: ['offset'],\n  data: {\n    _skip: false\n  }\n};","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n  if (preventedOffsets === void 0) {\n    preventedOffsets = {\n      x: 0,\n      y: 0\n    };\n  }\n\n  return {\n    top: overflow.top - rect.height - preventedOffsets.y,\n    right: overflow.right - rect.width + preventedOffsets.x,\n    bottom: overflow.bottom - rect.height + preventedOffsets.y,\n    left: overflow.left - rect.width - preventedOffsets.x\n  };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n  return [top, right, bottom, left].some(function (side) {\n    return overflow[side] >= 0;\n  });\n}\n\nfunction hide(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var preventedOffsets = state.modifiersData.preventOverflow;\n  var referenceOverflow = detectOverflow(state, {\n    elementContext: 'reference'\n  });\n  var popperAltOverflow = detectOverflow(state, {\n    altBoundary: true\n  });\n  var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n  var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n  var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n  var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n  state.modifiersData[name] = {\n    referenceClippingOffsets: referenceClippingOffsets,\n    popperEscapeOffsets: popperEscapeOffsets,\n    isReferenceHidden: isReferenceHidden,\n    hasPopperEscaped: hasPopperEscaped\n  };\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-reference-hidden': isReferenceHidden,\n    'data-popper-escaped': hasPopperEscaped\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'hide',\n  enabled: true,\n  phase: 'main',\n  requiresIfExists: ['preventOverflow'],\n  fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n  var basePlacement = getBasePlacement(placement);\n  var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n  var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n    placement: placement\n  })) : offset,\n      skidding = _ref[0],\n      distance = _ref[1];\n\n  skidding = skidding || 0;\n  distance = (distance || 0) * invertDistance;\n  return [left, right].indexOf(basePlacement) >= 0 ? {\n    x: distance,\n    y: skidding\n  } : {\n    x: skidding,\n    y: distance\n  };\n}\n\nfunction offset(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options,\n      name = _ref2.name;\n  var _options$offset = options.offset,\n      offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n  var data = placements.reduce(function (acc, placement) {\n    acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n    return acc;\n  }, {});\n  var _data$state$placement = data[state.placement],\n      x = _data$state$placement.x,\n      y = _data$state$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      padding = options.padding,\n      _options$tether = options.tether,\n      tether = _options$tether === void 0 ? true : _options$tether,\n      _options$tetherOffset = options.tetherOffset,\n      tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\n    var mainSide = mainAxis === 'y' ? top : left;\n    var altSide = mainAxis === 'y' ? bottom : right;\n    var len = mainAxis === 'y' ? 'height' : 'width';\n    var offset = popperOffsets[mainAxis];\n    var min = offset + overflow[mainSide];\n    var max = offset - overflow[altSide];\n    var additive = tether ? -popperRect[len] / 2 : 0;\n    var minLen = variation === start ? referenceRect[len] : popperRect[len];\n    var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n    // outside the reference bounds\n\n    var arrowElement = state.elements.arrow;\n    var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n      width: 0,\n      height: 0\n    };\n    var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n    var arrowPaddingMin = arrowPaddingObject[mainSide];\n    var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n    // to include its full size in the calculation. If the reference is small\n    // and near the edge of a boundary, the popper can overflow even if the\n    // reference is not overflowing as well (e.g. virtual elements with no\n    // width or height)\n\n    var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n    var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n    var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n    var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n    var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\n    var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n    popperOffsets[mainAxis] = preventedOffset;\n    data[mainAxis] = preventedOffset - offset;\n  }\n\n  if (checkAltAxis) {\n    var _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'preventOverflow',\n  enabled: true,\n  phase: 'main',\n  fn: preventOverflow,\n  requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n  return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(rect.height) / element.offsetHeight || 1;\n  return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n  if (isFixed === void 0) {\n    isFixed = false;\n  }\n\n  var isOffsetParentAnElement = isHTMLElement(offsetParent);\n  var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n  var documentElement = getDocumentElement(offsetParent);\n  var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n  var scroll = {\n    scrollLeft: 0,\n    scrollTop: 0\n  };\n  var offsets = {\n    x: 0,\n    y: 0\n  };\n\n  if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n    if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n    isScrollParent(documentElement)) {\n      scroll = getNodeScroll(offsetParent);\n    }\n\n    if (isHTMLElement(offsetParent)) {\n      offsets = getBoundingClientRect(offsetParent, true);\n      offsets.x += offsetParent.clientLeft;\n      offsets.y += offsetParent.clientTop;\n    } else if (documentElement) {\n      offsets.x = getWindowScrollBarX(documentElement);\n    }\n  }\n\n  return {\n    x: rect.left + scroll.scrollLeft - offsets.x,\n    y: rect.top + scroll.scrollTop - offsets.y,\n    width: rect.width,\n    height: rect.height\n  };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n  if (node === getWindow(node) || !isHTMLElement(node)) {\n    return getWindowScroll(node);\n  } else {\n    return getHTMLElementScroll(node);\n  }\n}","export default function getHTMLElementScroll(element) {\n  return {\n    scrollLeft: element.scrollLeft,\n    scrollTop: element.scrollTop\n  };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n  var map = new Map();\n  var visited = new Set();\n  var result = [];\n  modifiers.forEach(function (modifier) {\n    map.set(modifier.name, modifier);\n  }); // On visiting object, check for its dependencies and visit them recursively\n\n  function sort(modifier) {\n    visited.add(modifier.name);\n    var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n    requires.forEach(function (dep) {\n      if (!visited.has(dep)) {\n        var depModifier = map.get(dep);\n\n        if (depModifier) {\n          sort(depModifier);\n        }\n      }\n    });\n    result.push(modifier);\n  }\n\n  modifiers.forEach(function (modifier) {\n    if (!visited.has(modifier.name)) {\n      // check for visited object\n      sort(modifier);\n    }\n  });\n  return result;\n}\n\nexport default function orderModifiers(modifiers) {\n  // order based on dependencies\n  var orderedModifiers = order(modifiers); // order based on phase\n\n  return modifierPhases.reduce(function (acc, phase) {\n    return acc.concat(orderedModifiers.filter(function (modifier) {\n      return modifier.phase === phase;\n    }));\n  }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n  placement: 'bottom',\n  modifiers: [],\n  strategy: 'absolute'\n};\n\nfunction areValidElements() {\n  for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n    args[_key] = arguments[_key];\n  }\n\n  return !args.some(function (element) {\n    return !(element && typeof element.getBoundingClientRect === 'function');\n  });\n}\n\nexport function popperGenerator(generatorOptions) {\n  if (generatorOptions === void 0) {\n    generatorOptions = {};\n  }\n\n  var _generatorOptions = generatorOptions,\n      _generatorOptions$def = _generatorOptions.defaultModifiers,\n      defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n      _generatorOptions$def2 = _generatorOptions.defaultOptions,\n      defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        });\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$elements = state.elements,\n            reference = _state$elements.reference,\n            popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n        // anymore\n\n        if (!areValidElements(reference, popper)) {\n          return;\n        } // Store the reference and popper rects to be read by modifiers\n\n\n        state.rects = {\n          reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n          popper: getLayoutRect(popper)\n        }; // Modifiers have the ability to reset the current update cycle. The\n        // most common use case for this is the `flip` modifier changing the\n        // placement, which then needs to re-run all the modifiers, because the\n        // logic was previously ran for the previous placement and is therefore\n        // stale/incorrect\n\n        state.reset = false;\n        state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n        // is filled with the initial data specified by the modifier. This means\n        // it doesn't persist and is fresh on each update.\n        // To ensure persistent data, use `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$orderedModifie = state.orderedModifiers[index],\n              fn = _state$orderedModifie.fn,\n              _state$orderedModifie2 = _state$orderedModifie.options,\n              _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n              name = _state$orderedModifie.name;\n\n          if (typeof fn === 'function') {\n            state = fn({\n              state: state,\n              options: _options,\n              name: name,\n              instance: instance\n            }) || state;\n          }\n        }\n      },\n      // Async and optimistically optimized update – it will not be executed if\n      // not necessary (debounced to run at most once-per-tick)\n      update: debounce(function () {\n        return new Promise(function (resolve) {\n          instance.forceUpdate();\n          resolve(state);\n        });\n      }),\n      destroy: function destroy() {\n        cleanupModifierEffects();\n        isDestroyed = true;\n      }\n    };\n\n    if (!areValidElements(reference, popper)) {\n      return instance;\n    }\n\n    instance.setOptions(options).then(function (state) {\n      if (!isDestroyed && options.onFirstUpdate) {\n        options.onFirstUpdate(state);\n      }\n    }); // Modifiers have the ability to execute arbitrary code before the first\n    // update cycle runs. They will be executed in the same order as the update\n    // cycle. This is useful when a modifier adds some persistent data that\n    // other modifiers need to use, but the modifier is run after the dependent\n    // one.\n\n    function runModifierEffects() {\n      state.orderedModifiers.forEach(function (_ref) {\n        var name = _ref.name,\n            _ref$options = _ref.options,\n            options = _ref$options === void 0 ? {} : _ref$options,\n            effect = _ref.effect;\n\n        if (typeof effect === 'function') {\n          var cleanupFn = effect({\n            state: state,\n            name: name,\n            instance: instance,\n            options: options\n          });\n\n          var noopFn = function noopFn() {};\n\n          effectCleanupFns.push(cleanupFn || noopFn);\n        }\n      });\n    }\n\n    function cleanupModifierEffects() {\n      effectCleanupFns.forEach(function (fn) {\n        return fn();\n      });\n      effectCleanupFns = [];\n    }\n\n    return instance;\n  };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n  var pending;\n  return function () {\n    if (!pending) {\n      pending = new Promise(function (resolve) {\n        Promise.resolve().then(function () {\n          pending = undefined;\n          resolve(fn());\n        });\n      });\n    }\n\n    return pending;\n  };\n}","export default function mergeByName(modifiers) {\n  var merged = modifiers.reduce(function (merged, current) {\n    var existing = merged[current.name];\n    merged[current.name] = existing ? Object.assign({}, existing, current, {\n      options: Object.assign({}, existing.options, current.options),\n      data: Object.assign({}, existing.data, current.data)\n    }) : current;\n    return merged;\n  }, {}); // IE11 does not support Object.values\n\n  return Object.keys(merged).map(function (key) {\n    return merged[key];\n  });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  execute,\n  getElement,\n  getNextActiveElement,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop\n} from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'dropdown'\nconst DATA_KEY = 'bs.dropdown'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ESCAPE_KEY = 'Escape'\nconst TAB_KEY = 'Tab'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst RIGHT_MOUSE_BUTTON = 2 // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_DROPUP = 'dropup'\nconst CLASS_NAME_DROPEND = 'dropend'\nconst CLASS_NAME_DROPSTART = 'dropstart'\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center'\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)'\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE}.${CLASS_NAME_SHOW}`\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR = '.navbar'\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav'\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)'\n\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start'\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end'\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start'\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end'\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start'\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start'\nconst PLACEMENT_TOPCENTER = 'top'\nconst PLACEMENT_BOTTOMCENTER = 'bottom'\n\nconst Default = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n}\n\nconst DefaultType = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n}\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._popper = null\n    this._parent = this._element.parentNode // dropdown wrapper\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.prev(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.findOne(SELECTOR_MENU, this._parent)\n    this._inNavbar = this._detectNavbar()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    return this._isShown() ? this.hide() : this.show()\n  }\n\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, relatedTarget)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._createPopper()\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    this._element.focus()\n    this._element.setAttribute('aria-expanded', true)\n\n    this._menu.classList.add(CLASS_NAME_SHOW)\n    this._element.classList.add(CLASS_NAME_SHOW)\n    EventHandler.trigger(this._element, EVENT_SHOWN, relatedTarget)\n  }\n\n  hide() {\n    if (isDisabled(this._element) || !this._isShown()) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    this._completeHide(relatedTarget)\n  }\n\n  dispose() {\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    super.dispose()\n  }\n\n  update() {\n    this._inNavbar = this._detectNavbar()\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Private\n  _completeHide(relatedTarget) {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE, relatedTarget)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    this._menu.classList.remove(CLASS_NAME_SHOW)\n    this._element.classList.remove(CLASS_NAME_SHOW)\n    this._element.setAttribute('aria-expanded', 'false')\n    Manipulator.removeDataAttribute(this._menu, 'popper')\n    EventHandler.trigger(this._element, EVENT_HIDDEN, relatedTarget)\n  }\n\n  _getConfig(config) {\n    config = super._getConfig(config)\n\n    if (typeof config.reference === 'object' && !isElement(config.reference) &&\n      typeof config.reference.getBoundingClientRect !== 'function'\n    ) {\n      // Popper virtual elements require a getBoundingClientRect method\n      throw new TypeError(`${NAME.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`)\n    }\n\n    return config\n  }\n\n  _createPopper() {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)')\n    }\n\n    let referenceElement = this._element\n\n    if (this._config.reference === 'parent') {\n      referenceElement = this._parent\n    } else if (isElement(this._config.reference)) {\n      referenceElement = getElement(this._config.reference)\n    } else if (typeof this._config.reference === 'object') {\n      referenceElement = this._config.reference\n    }\n\n    const popperConfig = this._getPopperConfig()\n    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n  }\n\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _getPlacement() {\n    const parentDropdown = this._parent\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n      return PLACEMENT_RIGHT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n      return PLACEMENT_LEFT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER\n    }\n\n    // We need to trim the value because custom properties can also include spaces\n    const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end'\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n      return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP\n    }\n\n    return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM\n  }\n\n  _detectNavbar() {\n    return this._element.closest(SELECTOR_NAVBAR) !== null\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _getPopperConfig() {\n    const defaultBsPopperConfig = {\n      placement: this._getPlacement(),\n      modifiers: [{\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      },\n      {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }]\n    }\n\n    // Disable Popper if we have a static display or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static') // TODO: v6 remove\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    }\n  }\n\n  _selectMenuItem({ key, target }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element))\n\n    if (!items.length) {\n      return\n    }\n\n    // if target isn't included in items (e.g. when expanding the dropdown)\n    // allow cycling to get the last item in case key equals ARROW_UP_KEY\n    getNextActiveElement(items, target, key === ARROW_DOWN_KEY, !items.includes(target)).focus()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Dropdown.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n\n  static clearMenus(event) {\n    if (event.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY)) {\n      return\n    }\n\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN)\n\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle)\n      if (!context || context._config.autoClose === false) {\n        continue\n      }\n\n      const composedPath = event.composedPath()\n      const isMenuTarget = composedPath.includes(context._menu)\n      if (\n        composedPath.includes(context._element) ||\n        (context._config.autoClose === 'inside' && !isMenuTarget) ||\n        (context._config.autoClose === 'outside' && isMenuTarget)\n      ) {\n        continue\n      }\n\n      // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n      if (context._menu.contains(event.target) && ((event.type === 'keyup' && event.key === TAB_KEY) || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n        continue\n      }\n\n      const relatedTarget = { relatedTarget: context._element }\n\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event\n      }\n\n      context._completeHide(relatedTarget)\n    }\n  }\n\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName)\n    const isEscapeEvent = event.key === ESCAPE_KEY\n    const isUpOrDownEvent = [ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key)\n\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return\n    }\n\n    if (isInput && !isEscapeEvent) {\n      return\n    }\n\n    event.preventDefault()\n\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ?\n      this :\n      (SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.next(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.findOne(SELECTOR_DATA_TOGGLE, event.delegateTarget.parentNode))\n\n    const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n    if (isUpOrDownEvent) {\n      event.stopPropagation()\n      instance.show()\n      instance._selectMenuItem(event)\n      return\n    }\n\n    if (instance._isShown()) { // else is escape and we check if it is shown\n      event.stopPropagation()\n      instance.hide()\n      getToggleButton.focus()\n    }\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_CLICK_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  event.preventDefault()\n  Dropdown.getOrCreateInstance(this).toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport Config from './config.js'\nimport { execute, executeAfterTransition, getElement, reflow } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nconst Default = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n}\n\nconst DefaultType = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n}\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isAppended = false\n    this._element = null\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._append()\n\n    const element = this._getElement()\n    if (this._config.isAnimated) {\n      reflow(element)\n    }\n\n    element.classList.add(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      execute(callback)\n    })\n  }\n\n  hide(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._getElement().classList.remove(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      this.dispose()\n      execute(callback)\n    })\n  }\n\n  dispose() {\n    if (!this._isAppended) {\n      return\n    }\n\n    EventHandler.off(this._element, EVENT_MOUSEDOWN)\n\n    this._element.remove()\n    this._isAppended = false\n  }\n\n  // Private\n  _getElement() {\n    if (!this._element) {\n      const backdrop = document.createElement('div')\n      backdrop.className = this._config.className\n      if (this._config.isAnimated) {\n        backdrop.classList.add(CLASS_NAME_FADE)\n      }\n\n      this._element = backdrop\n    }\n\n    return this._element\n  }\n\n  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement)\n    return config\n  }\n\n  _append() {\n    if (this._isAppended) {\n      return\n    }\n\n    const element = this._getElement()\n    this._config.rootElement.append(element)\n\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback)\n    })\n\n    this._isAppended = true\n  }\n\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n  }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport Config from './config.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'focustrap'\nconst DATA_KEY = 'bs.focustrap'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY}`\n\nconst TAB_KEY = 'Tab'\nconst TAB_NAV_FORWARD = 'forward'\nconst TAB_NAV_BACKWARD = 'backward'\n\nconst Default = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n}\n\nconst DefaultType = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n}\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isActive = false\n    this._lastTabNavDirection = null\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  activate() {\n    if (this._isActive) {\n      return\n    }\n\n    if (this._config.autofocus) {\n      this._config.trapElement.focus()\n    }\n\n    EventHandler.off(document, EVENT_KEY) // guard against infinite focus loop\n    EventHandler.on(document, EVENT_FOCUSIN, event => this._handleFocusin(event))\n    EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event))\n\n    this._isActive = true\n  }\n\n  deactivate() {\n    if (!this._isActive) {\n      return\n    }\n\n    this._isActive = false\n    EventHandler.off(document, EVENT_KEY)\n  }\n\n  // Private\n  _handleFocusin(event) {\n    const { trapElement } = this._config\n\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n      return\n    }\n\n    const elements = SelectorEngine.focusableChildren(trapElement)\n\n    if (elements.length === 0) {\n      trapElement.focus()\n    } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n      elements[elements.length - 1].focus()\n    } else {\n      elements[0].focus()\n    }\n  }\n\n  _handleKeydown(event) {\n    if (event.key !== TAB_KEY) {\n      return\n    }\n\n    this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD\n  }\n}\n\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Manipulator from '../dom/manipulator.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport { isElement } from './index.js'\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\nconst PROPERTY_PADDING = 'padding-right'\nconst PROPERTY_MARGIN = 'margin-right'\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body\n  }\n\n  // Public\n  getWidth() {\n    // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n    const documentWidth = document.documentElement.clientWidth\n    return Math.abs(window.innerWidth - documentWidth)\n  }\n\n  hide() {\n    const width = this.getWidth()\n    this._disableOverFlow()\n    // give padding to element to balance the hidden scrollbar width\n    this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n    this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width)\n  }\n\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow')\n    this._resetElementAttributes(this._element, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN)\n  }\n\n  isOverflowing() {\n    return this.getWidth() > 0\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow')\n    this._element.style.overflow = 'hidden'\n  }\n\n  _setElementAttributes(selector, styleProperty, callback) {\n    const scrollbarWidth = this.getWidth()\n    const manipulationCallBack = element => {\n      if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n        return\n      }\n\n      this._saveInitialAttribute(element, styleProperty)\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty)\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty)\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue)\n    }\n  }\n\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty)\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty)\n        return\n      }\n\n      Manipulator.removeDataAttribute(element, styleProperty)\n      element.style.setProperty(styleProperty, value)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector)\n      return\n    }\n\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel)\n    }\n  }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport Backdrop from './util/backdrop.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport FocusTrap from './util/focustrap.js'\nimport { defineJQueryPlugin, isRTL, isVisible, reflow } from './util/index.js'\nimport ScrollBarHelper from './util/scrollbar.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'modal'\nconst DATA_KEY = 'bs.modal'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst ESCAPE_KEY = 'Escape'\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_OPEN = 'modal-open'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_STATIC = 'modal-static'\n\nconst OPEN_SELECTOR = '.modal.show'\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\nconst Default = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element)\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._isShown = false\n    this._isTransitioning = false\n    this._scrollBar = new ScrollBarHelper()\n\n    this._addEventListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, {\n      relatedTarget\n    })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._isTransitioning = true\n\n    this._scrollBar.hide()\n\n    document.body.classList.add(CLASS_NAME_OPEN)\n\n    this._adjustDialog()\n\n    this._backdrop.show(() => this._showElement(relatedTarget))\n  }\n\n  hide() {\n    if (!this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = false\n    this._isTransitioning = true\n    this._focustrap.deactivate()\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated())\n  }\n\n  dispose() {\n    EventHandler.off(window, EVENT_KEY)\n    EventHandler.off(this._dialog, EVENT_KEY)\n\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n\n    super.dispose()\n  }\n\n  handleUpdate() {\n    this._adjustDialog()\n  }\n\n  // Private\n  _initializeBackDrop() {\n    return new Backdrop({\n      isVisible: Boolean(this._config.backdrop), // 'static' option will be translated to true, and booleans will keep their value,\n      isAnimated: this._isAnimated()\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\n      document.body.append(this._element)\n    }\n\n    this._element.style.display = 'block'\n    this._element.removeAttribute('aria-hidden')\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.scrollTop = 0\n\n    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n    if (modalBody) {\n      modalBody.scrollTop = 0\n    }\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_SHOW)\n\n    const transitionComplete = () => {\n      if (this._config.focus) {\n        this._focustrap.activate()\n      }\n\n      this._isTransitioning = false\n      EventHandler.trigger(this._element, EVENT_SHOWN, {\n        relatedTarget\n      })\n    }\n\n    this._queueCallback(transitionComplete, this._dialog, this._isAnimated())\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        this.hide()\n        return\n      }\n\n      this._triggerBackdropTransition()\n    })\n\n    EventHandler.on(window, EVENT_RESIZE, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog()\n      }\n    })\n\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return\n        }\n\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition()\n          return\n        }\n\n        if (this._config.backdrop) {\n          this.hide()\n        }\n      })\n    })\n  }\n\n  _hideModal() {\n    this._element.style.display = 'none'\n    this._element.setAttribute('aria-hidden', true)\n    this._element.removeAttribute('aria-modal')\n    this._element.removeAttribute('role')\n    this._isTransitioning = false\n\n    this._backdrop.hide(() => {\n      document.body.classList.remove(CLASS_NAME_OPEN)\n      this._resetAdjustments()\n      this._scrollBar.reset()\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    })\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_FADE)\n  }\n\n  _triggerBackdropTransition() {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const initialOverflowY = this._element.style.overflowY\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return\n    }\n\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden'\n    }\n\n    this._element.classList.add(CLASS_NAME_STATIC)\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC)\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY\n      }, this._dialog)\n    }, this._dialog)\n\n    this._element.focus()\n  }\n\n  /**\n   * The following methods are used to handle overflowing modals\n   */\n\n  _adjustDialog() {\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const scrollbarWidth = this._scrollBar.getWidth()\n    const isBodyOverflowing = scrollbarWidth > 0\n\n    if (isBodyOverflowing && !isModalOverflowing) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n  }\n\n  _resetAdjustments() {\n    this._element.style.paddingLeft = ''\n    this._element.style.paddingRight = ''\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](relatedTarget)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  EventHandler.one(target, EVENT_SHOW, showEvent => {\n    if (showEvent.defaultPrevented) {\n      // only register focus restorer if modal will actually get shown\n      return\n    }\n\n    EventHandler.one(target, EVENT_HIDDEN, () => {\n      if (isVisible(this)) {\n        this.focus()\n      }\n    })\n  })\n\n  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Modal.getOrCreateInstance(target)\n\n  data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport Backdrop from './util/backdrop.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport FocusTrap from './util/focustrap.js'\nimport {\n  defineJQueryPlugin,\n  isDisabled,\n  isVisible\n} from './util/index.js'\nimport ScrollBarHelper from './util/scrollbar.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'offcanvas'\nconst DATA_KEY = 'bs.offcanvas'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\nconst CLASS_NAME_HIDING = 'hiding'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isShown = false\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._addEventListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, { relatedTarget })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._backdrop.show()\n\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide()\n    }\n\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.classList.add(CLASS_NAME_SHOWING)\n\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate()\n      }\n\n      this._element.classList.add(CLASS_NAME_SHOW)\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN, { relatedTarget })\n    }\n\n    this._queueCallback(completeCallBack, this._element, true)\n  }\n\n  hide() {\n    if (!this._isShown) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._focustrap.deactivate()\n    this._element.blur()\n    this._isShown = false\n    this._element.classList.add(CLASS_NAME_HIDING)\n    this._backdrop.hide()\n\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW, CLASS_NAME_HIDING)\n      this._element.removeAttribute('aria-modal')\n      this._element.removeAttribute('role')\n\n      if (!this._config.scroll) {\n        new ScrollBarHelper().reset()\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._queueCallback(completeCallback, this._element, true)\n  }\n\n  dispose() {\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  // Private\n  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    }\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop)\n\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        this.hide()\n        return\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    })\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Offcanvas.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  EventHandler.one(target, EVENT_HIDDEN, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus()\n    }\n  })\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Offcanvas.getOrCreateInstance(target)\n  data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show()\n  }\n})\n\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide()\n    }\n  }\n})\n\nenableDismissTrigger(Offcanvas)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\n\nexport const DefaultAllowlist = {\n  // Global attributes allowed on any supplied element below.\n  '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n  a: ['target', 'href', 'title', 'rel'],\n  area: [],\n  b: [],\n  br: [],\n  col: [],\n  code: [],\n  div: [],\n  em: [],\n  hr: [],\n  h1: [],\n  h2: [],\n  h3: [],\n  h4: [],\n  h5: [],\n  h6: [],\n  i: [],\n  img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n  li: [],\n  ol: [],\n  p: [],\n  pre: [],\n  s: [],\n  small: [],\n  span: [],\n  sub: [],\n  sup: [],\n  strong: [],\n  u: [],\n  ul: []\n}\n// js-docs-end allow-list\n\nconst uriAttributes = new Set([\n  'background',\n  'cite',\n  'href',\n  'itemtype',\n  'longdesc',\n  'poster',\n  'src',\n  'xlink:href'\n])\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase()\n\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue))\n    }\n\n    return true\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp)\n    .some(regex => regex.test(attributeName))\n}\n\nexport function sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml\n  }\n\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml)\n  }\n\n  const domParser = new window.DOMParser()\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase()\n\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove()\n      continue\n    }\n\n    const attributeList = [].concat(...element.attributes)\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || [])\n\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName)\n      }\n    }\n  }\n\n  return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport SelectorEngine from '../dom/selector-engine.js'\nimport Config from './config.js'\nimport { DefaultAllowlist, sanitizeHtml } from './sanitizer.js'\nimport { execute, getElement, isElement } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'TemplateFactory'\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  content: {}, // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n}\n\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n}\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  getContent() {\n    return Object.values(this._config.content)\n      .map(config => this._resolvePossibleFunction(config))\n      .filter(Boolean)\n  }\n\n  hasContent() {\n    return this.getContent().length > 0\n  }\n\n  changeContent(content) {\n    this._checkContent(content)\n    this._config.content = { ...this._config.content, ...content }\n    return this\n  }\n\n  toHtml() {\n    const templateWrapper = document.createElement('div')\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template)\n\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector)\n    }\n\n    const template = templateWrapper.children[0]\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass)\n\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '))\n    }\n\n    return template\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config)\n    this._checkContent(config.content)\n  }\n\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({ selector, entry: content }, DefaultContentType)\n    }\n  }\n\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template)\n\n    if (!templateElement) {\n      return\n    }\n\n    content = this._resolvePossibleFunction(content)\n\n    if (!content) {\n      templateElement.remove()\n      return\n    }\n\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement)\n      return\n    }\n\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content)\n      return\n    }\n\n    templateElement.textContent = content\n  }\n\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg\n  }\n\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this])\n  }\n\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = ''\n      templateElement.append(element)\n      return\n    }\n\n    templateElement.textContent = element.textContent\n  }\n}\n\nexport default TemplateFactory\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport { defineJQueryPlugin, execute, findShadowRoot, getElement, getUID, isRTL, noop } from './util/index.js'\nimport { DefaultAllowlist } from './util/sanitizer.js'\nimport TemplateFactory from './util/template-factory.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\n\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner'\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`\n\nconst EVENT_MODAL_HIDE = 'hide.bs.modal'\n\nconst TRIGGER_HOVER = 'hover'\nconst TRIGGER_FOCUS = 'focus'\nconst TRIGGER_CLICK = 'click'\nconst TRIGGER_MANUAL = 'manual'\n\nconst EVENT_HIDE = 'hide'\nconst EVENT_HIDDEN = 'hidden'\nconst EVENT_SHOW = 'show'\nconst EVENT_SHOWN = 'shown'\nconst EVENT_INSERTED = 'inserted'\nconst EVENT_CLICK = 'click'\nconst EVENT_FOCUSIN = 'focusin'\nconst EVENT_FOCUSOUT = 'focusout'\nconst EVENT_MOUSEENTER = 'mouseenter'\nconst EVENT_MOUSELEAVE = 'mouseleave'\n\nconst AttachmentMap = {\n  AUTO: 'auto',\n  TOP: 'top',\n  RIGHT: isRTL() ? 'left' : 'right',\n  BOTTOM: 'bottom',\n  LEFT: isRTL() ? 'right' : 'left'\n}\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 6],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' +\n            '<div class=\"tooltip-arrow\"></div>' +\n            '<div class=\"tooltip-inner\"></div>' +\n            '</div>',\n  title: '',\n  trigger: 'hover focus'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n}\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n  constructor(element, config) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)')\n    }\n\n    super(element, config)\n\n    // Private\n    this._isEnabled = true\n    this._timeout = 0\n    this._isHovered = null\n    this._activeTrigger = {}\n    this._popper = null\n    this._templateFactory = null\n    this._newContent = null\n\n    // Protected\n    this.tip = null\n\n    this._setListeners()\n\n    if (!this._config.selector) {\n      this._fixTitle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  enable() {\n    this._isEnabled = true\n  }\n\n  disable() {\n    this._isEnabled = false\n  }\n\n  toggleEnabled() {\n    this._isEnabled = !this._isEnabled\n  }\n\n  toggle() {\n    if (!this._isEnabled) {\n      return\n    }\n\n    this._activeTrigger.click = !this._activeTrigger.click\n    if (this._isShown()) {\n      this._leave()\n      return\n    }\n\n    this._enter()\n  }\n\n  dispose() {\n    clearTimeout(this._timeout)\n\n    EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n    if (this._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'))\n    }\n\n    this._disposePopper()\n    super.dispose()\n  }\n\n  show() {\n    if (this._element.style.display === 'none') {\n      throw new Error('Please use show on visible elements')\n    }\n\n    if (!(this._isWithContent() && this._isEnabled)) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW))\n    const shadowRoot = findShadowRoot(this._element)\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element)\n\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return\n    }\n\n    // TODO: v6 remove this or make it optional\n    this._disposePopper()\n\n    const tip = this._getTipElement()\n\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'))\n\n    const { container } = this._config\n\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip)\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED))\n    }\n\n    this._popper = this._createPopper(tip)\n\n    tip.classList.add(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN))\n\n      if (this._isHovered === false) {\n        this._leave()\n      }\n\n      this._isHovered = false\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  hide() {\n    if (!this._isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE))\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const tip = this._getTipElement()\n    tip.classList.remove(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    this._activeTrigger[TRIGGER_CLICK] = false\n    this._activeTrigger[TRIGGER_FOCUS] = false\n    this._activeTrigger[TRIGGER_HOVER] = false\n    this._isHovered = null // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return\n      }\n\n      if (!this._isHovered) {\n        this._disposePopper()\n      }\n\n      this._element.removeAttribute('aria-describedby')\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN))\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  update() {\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle())\n  }\n\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate())\n    }\n\n    return this.tip\n  }\n\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml()\n\n    // TODO: remove this check in v6\n    if (!tip) {\n      return null\n    }\n\n    tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n    // TODO: v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`)\n\n    const tipId = getUID(this.constructor.NAME).toString()\n\n    tip.setAttribute('id', tipId)\n\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE)\n    }\n\n    return tip\n  }\n\n  setContent(content) {\n    this._newContent = content\n    if (this._isShown()) {\n      this._disposePopper()\n      this.show()\n    }\n  }\n\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content)\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      })\n    }\n\n    return this._templateFactory\n  }\n\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    }\n  }\n\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title')\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n  }\n\n  _isAnimated() {\n    return this._config.animation || (this.tip && this.tip.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _createPopper(tip) {\n    const placement = execute(this._config.placement, [this, tip, this._element])\n    const attachment = AttachmentMap[placement.toUpperCase()]\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this._element])\n  }\n\n  _getPopperConfig(attachment) {\n    const defaultBsPopperConfig = {\n      placement: attachment,\n      modifiers: [\n        {\n          name: 'flip',\n          options: {\n            fallbackPlacements: this._config.fallbackPlacements\n          }\n        },\n        {\n          name: 'offset',\n          options: {\n            offset: this._getOffset()\n          }\n        },\n        {\n          name: 'preventOverflow',\n          options: {\n            boundary: this._config.boundary\n          }\n        },\n        {\n          name: 'arrow',\n          options: {\n            element: `.${this.constructor.NAME}-arrow`\n          }\n        },\n        {\n          name: 'preSetPlacement',\n          enabled: true,\n          phase: 'beforeMain',\n          fn: data => {\n            // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n            // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n            this._getTipElement().setAttribute('data-popper-placement', data.state.placement)\n          }\n        }\n      ]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    }\n  }\n\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ')\n\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context.toggle()\n        })\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSEENTER) :\n          this.constructor.eventName(EVENT_FOCUSIN)\n        const eventOut = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSELEAVE) :\n          this.constructor.eventName(EVENT_FOCUSOUT)\n\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true\n          context._enter()\n        })\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] =\n            context._element.contains(event.relatedTarget)\n\n          context._leave()\n        })\n      }\n    }\n\n    this._hideModalHandler = () => {\n      if (this._element) {\n        this.hide()\n      }\n    }\n\n    EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n  }\n\n  _fixTitle() {\n    const title = this._element.getAttribute('title')\n\n    if (!title) {\n      return\n    }\n\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title)\n    }\n\n    this._element.setAttribute('data-bs-original-title', title) // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title')\n  }\n\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true\n      return\n    }\n\n    this._isHovered = true\n\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show()\n      }\n    }, this._config.delay.show)\n  }\n\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return\n    }\n\n    this._isHovered = false\n\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide()\n      }\n    }, this._config.delay.hide)\n  }\n\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout)\n    this._timeout = setTimeout(handler, timeout)\n  }\n\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true)\n  }\n\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute]\n      }\n    }\n\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    }\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    config.container = config.container === false ? document.body : getElement(config.container)\n\n    if (typeof config.delay === 'number') {\n      config.delay = {\n        show: config.delay,\n        hide: config.delay\n      }\n    }\n\n    if (typeof config.title === 'number') {\n      config.title = config.title.toString()\n    }\n\n    if (typeof config.content === 'number') {\n      config.content = config.content.toString()\n    }\n\n    return config\n  }\n\n  _getDelegateConfig() {\n    const config = {}\n\n    for (const [key, value] of Object.entries(this._config)) {\n      if (this.constructor.Default[key] !== value) {\n        config[key] = value\n      }\n    }\n\n    config.selector = false\n    config.trigger = 'manual'\n\n    // In the future can be replaced with:\n    // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n    // `Object.fromEntries(keysWithDifferentValues)`\n    return config\n  }\n\n  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy()\n      this._popper = null\n    }\n\n    if (this.tip) {\n      this.tip.remove()\n      this.tip = null\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Tooltip from './tooltip.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'popover'\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\nconst Default = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' +\n    '<div class=\"popover-arrow\"></div>' +\n    '<h3 class=\"popover-header\"></h3>' +\n    '<div class=\"popover-body\"></div>' +\n    '</div>',\n  trigger: 'click'\n}\n\nconst DefaultType = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n}\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent()\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    }\n  }\n\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content)\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport { defineJQueryPlugin, getElement, isDisabled, isVisible } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_CLICK = `click${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item'\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]'\nconst SELECTOR_TARGET_LINKS = '[href]'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_NAV_LINKS = '.nav-link'\nconst SELECTOR_NAV_ITEMS = '.nav-item'\nconst SELECTOR_LIST_ITEMS = '.list-group-item'\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst Default = {\n  offset: null, // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n}\n\nconst DefaultType = {\n  offset: '(number|null)', // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n}\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element\n    this._activeTarget = null\n    this._observer = null\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    }\n    this.refresh() // initialize\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  refresh() {\n    this._initializeTargetsAndObservables()\n    this._maybeEnableSmoothScroll()\n\n    if (this._observer) {\n      this._observer.disconnect()\n    } else {\n      this._observer = this._getNewObserver()\n    }\n\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section)\n    }\n  }\n\n  dispose() {\n    this._observer.disconnect()\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin\n\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value))\n    }\n\n    return config\n  }\n\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK)\n\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash)\n      if (observableSection) {\n        event.preventDefault()\n        const root = this._rootElement || window\n        const height = observableSection.offsetTop - this._element.offsetTop\n        if (root.scrollTo) {\n          root.scrollTo({ top: height, behavior: 'smooth' })\n          return\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height\n      }\n    })\n  }\n\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    }\n\n    return new IntersectionObserver(entries => this._observerCallback(entries), options)\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`)\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop\n      this._process(targetElement(entry))\n    }\n\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop\n    this._previousScrollData.parentScrollTop = parentScrollTop\n\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null\n        this._clearActiveClass(targetElement(entry))\n\n        continue\n      }\n\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry)\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return\n        }\n\n        continue\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry)\n      }\n    }\n  }\n\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target)\n\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue\n      }\n\n      const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element)\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(decodeURI(anchor.hash), anchor)\n        this._observableSections.set(anchor.hash, observableSection)\n      }\n    }\n  }\n\n  _process(target) {\n    if (this._activeTarget === target) {\n      return\n    }\n\n    this._clearActiveClass(this._config.target)\n    this._activeTarget = target\n    target.classList.add(CLASS_NAME_ACTIVE)\n    this._activateParents(target)\n\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, { relatedTarget: target })\n  }\n\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, target.closest(SELECTOR_DROPDOWN))\n        .classList.add(CLASS_NAME_ACTIVE)\n      return\n    }\n\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE)\n      }\n    }\n  }\n\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE)\n\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE}`, parent)\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy)\n\nexport default ScrollSpy\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport { defineJQueryPlugin, getNextActiveElement, isDisabled } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'tab'\nconst DATA_KEY = 'bs.tab'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}`\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst HOME_KEY = 'Home'\nconst END_KEY = 'End'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_DROPDOWN = 'dropdown'\n\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu'\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = ':not(.dropdown-toggle)'\n\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]'\nconst SELECTOR_OUTER = '.nav-item, .list-group-item'\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]' // TODO: could only be `tab` in v6\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`\n\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element)\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL)\n\n    if (!this._parent) {\n      return\n      // TODO: should throw exception in v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren())\n\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() { // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element\n    if (this._elemIsActive(innerElem)) {\n      return\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem()\n\n    const hideEvent = active ?\n      EventHandler.trigger(active, EVENT_HIDE, { relatedTarget: innerElem }) :\n      null\n\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW, { relatedTarget: active })\n\n    if (showEvent.defaultPrevented || (hideEvent && hideEvent.defaultPrevented)) {\n      return\n    }\n\n    this._deactivate(active, innerElem)\n    this._activate(innerElem, active)\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.add(CLASS_NAME_ACTIVE)\n\n    this._activate(SelectorEngine.getElementFromSelector(element)) // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.removeAttribute('tabindex')\n      element.setAttribute('aria-selected', true)\n      this._toggleDropDown(element, true)\n      EventHandler.trigger(element, EVENT_SHOWN, {\n        relatedTarget: relatedElem\n      })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.remove(CLASS_NAME_ACTIVE)\n    element.blur()\n\n    this._deactivate(SelectorEngine.getElementFromSelector(element)) // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.setAttribute('aria-selected', false)\n      element.setAttribute('tabindex', '-1')\n      this._toggleDropDown(element, false)\n      EventHandler.trigger(element, EVENT_HIDDEN, { relatedTarget: relatedElem })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _keydown(event) {\n    if (!([ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY, HOME_KEY, END_KEY].includes(event.key))) {\n      return\n    }\n\n    event.stopPropagation()// stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault()\n\n    const children = this._getChildren().filter(element => !isDisabled(element))\n    let nextActiveElement\n\n    if ([HOME_KEY, END_KEY].includes(event.key)) {\n      nextActiveElement = children[event.key === HOME_KEY ? 0 : children.length - 1]\n    } else {\n      const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key)\n      nextActiveElement = getNextActiveElement(children, event.target, isNext, true)\n    }\n\n    if (nextActiveElement) {\n      nextActiveElement.focus({ preventScroll: true })\n      Tab.getOrCreateInstance(nextActiveElement).show()\n    }\n  }\n\n  _getChildren() { // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent)\n  }\n\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null\n  }\n\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist')\n\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child)\n    }\n  }\n\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child)\n    const isActive = this._elemIsActive(child)\n    const outerElem = this._getOuterElement(child)\n    child.setAttribute('aria-selected', isActive)\n\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation')\n    }\n\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1')\n    }\n\n    this._setAttributeIfNotExists(child, 'role', 'tab')\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child)\n  }\n\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = SelectorEngine.getElementFromSelector(child)\n\n    if (!target) {\n      return\n    }\n\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel')\n\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `${child.id}`)\n    }\n  }\n\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element)\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return\n    }\n\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem)\n      if (element) {\n        element.classList.toggle(className, open)\n      }\n    }\n\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE)\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW)\n    outerElem.setAttribute('aria-expanded', open)\n  }\n\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value)\n    }\n  }\n\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE)\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem)\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  Tab.getOrCreateInstance(this).show()\n})\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element)\n  }\n})\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab)\n\nexport default Tab\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport { defineJQueryPlugin, reflow } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'toast'\nconst DATA_KEY = 'bs.toast'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_HIDE = 'hide' // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\n\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n}\n\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n}\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._timeout = null\n    this._hasMouseInteraction = false\n    this._hasKeyboardInteraction = false\n    this._setListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._clearTimeout()\n\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE)\n    }\n\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n\n      this._maybeScheduleHide()\n    }\n\n    this._element.classList.remove(CLASS_NAME_HIDE) // @deprecated\n    reflow(this._element)\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING)\n\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  hide() {\n    if (!this.isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE) // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOWING)\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  dispose() {\n    this._clearTimeout()\n\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW)\n    }\n\n    super.dispose()\n  }\n\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return\n    }\n\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return\n    }\n\n    this._timeout = setTimeout(() => {\n      this.hide()\n    }, this._config.delay)\n  }\n\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout': {\n        this._hasMouseInteraction = isInteracting\n        break\n      }\n\n      case 'focusin':\n      case 'focusout': {\n        this._hasKeyboardInteraction = isInteracting\n        break\n      }\n\n      default: {\n        break\n      }\n    }\n\n    if (isInteracting) {\n      this._clearTimeout()\n      return\n    }\n\n    const nextElement = event.relatedTarget\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return\n    }\n\n    this._maybeScheduleHide()\n  }\n\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false))\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false))\n  }\n\n  _clearTimeout() {\n    clearTimeout(this._timeout)\n    this._timeout = null\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.getOrCreateInstance(this, config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config](this)\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast)\n\nexport default Toast\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap index.umd.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Alert from './src/alert.js'\nimport Button from './src/button.js'\nimport Carousel from './src/carousel.js'\nimport Collapse from './src/collapse.js'\nimport Dropdown from './src/dropdown.js'\nimport Modal from './src/modal.js'\nimport Offcanvas from './src/offcanvas.js'\nimport Popover from './src/popover.js'\nimport ScrollSpy from './src/scrollspy.js'\nimport Tab from './src/tab.js'\nimport Toast from './src/toast.js'\nimport Tooltip from 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\ No newline at end of file
diff --git a/docs/deps/bootstrap-5.3.1/bootstrap.min.css b/docs/deps/bootstrap-5.3.1/bootstrap.min.css
deleted file mode 100644
index 5cd82e93..00000000
--- a/docs/deps/bootstrap-5.3.1/bootstrap.min.css
+++ /dev/null
@@ -1,5 +0,0 @@
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-   * Copyright 2011-2023 The Bootstrap Authors
-   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
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992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme="dark"]{--bs-navbar-color: rgba(0,0,0,0.55);--bs-navbar-hover-color: rgba(0,0,0,0.75);--bs-navbar-disabled-color: rgba(0,0,0,0.25);--bs-navbar-active-color: #000;--bs-navbar-brand-color: #000;--bs-navbar-brand-hover-color: #000;--bs-navbar-toggler-border-color: rgba(0,0,0,0.1);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath 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fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%238fb2ae'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: .5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: .75rem;--bs-pagination-padding-y: .375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 .25rem rgba(69,126,120,0.25);--bs-pagination-active-color: #000;--bs-pagination-active-bg: #ece5f4;--bs-pagination-active-border-color: #ece5f4;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: .75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: .5rem;--bs-pagination-padding-y: .25rem;--bs-pagination-font-size:.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: .65em;--bs-badge-padding-y: .35em;--bs-badge-font-size:.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #457E78;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media (prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media (prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: .5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #000;--bs-list-group-active-bg: #ece5f4;--bs-list-group-active-border-color: #ece5f4;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1 * var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media (min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' 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-      <img src="../logo.svg" class="logo" alt=""><h1>Check input arguments</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/dominoSignal/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>check_arg.Rd</code></div>
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-    <p>Accepts an object and rules for checking, stops if rules not met.</p>
-    </div>
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-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">check_arg</span><span class="op">(</span></span>
-<span>  <span class="va">arg</span>,</span>
-<span>  allow_class <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  allow_len <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  allow_range <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  allow_values <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  need_vars <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="cn">NULL</span><span class="op">)</span>,</span>
-<span>  need_colnames <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  need_rownames <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  need_names <span class="op">=</span> <span class="cn">FALSE</span></span>
-<span><span class="op">)</span></span></code></pre></div>
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-<dd><p>Vector of allowed classes</p></dd>
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-<dd><p>range of minimum and maximum values i.e. c(1, 5)</p></dd>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Change cases of True/False syntax from Python to TRUE/FALSE R syntax</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/dominoSignal/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>conv_py_bools.Rd</code></div>
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-    <p>Change cases of True/False syntax from Python to TRUE/FALSE R syntax</p>
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-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">conv_py_bools</span><span class="op">(</span><span class="va">obj</span><span class="op">)</span></span></code></pre></div>
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-    <dl><dt>obj</dt>
-<dd><p>Object that will be converted</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>obj The converted object</p>
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diff --git a/docs/reference/read_if_char.html b/docs/reference/read_if_char.html
deleted file mode 100644
index 6cccbc29..00000000
--- a/docs/reference/read_if_char.html
+++ /dev/null
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-      <div class="d-none name"><code>read_if_char.Rd</code></div>
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-    <p>Read in data if an object looks like path to it.</p>
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-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">read_if_char</span><span class="op">(</span><span class="va">obj</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>obj</dt>
-<dd><p>Object to read if not already object</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>obj Object itself in case its not a character</p>
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@@ -1,14 +0,0 @@
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-pkgdown: 2.0.7
-pkgdown_sha: ~
-articles:
-  cellphonedb_vignette: cellphonedb_vignette.html
-  tf_scenic_vignette: tf_scenic_vignette.html
-  dominoSignal: dominoSignal.html
-  domino_object_vignette: domino_object_vignette.html
-  plotting_vignette: plotting_vignette.html
-last_built: 2024-03-27T20:39Z
-urls:
-  reference: https://FertigLab.github.io/dominoSignal/reference
-  article: https://FertigLab.github.io/dominoSignal/articles
-
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diff --git a/reference/add_rl_column.html b/reference/add_rl_column.html
deleted file mode 100644
index 31761b3d..00000000
--- a/reference/add_rl_column.html
+++ /dev/null
@@ -1,129 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function adds a column to the internal rl 'map' used to map all
-receptor and receptor complexes to all ligand and ligand complexes."><title>Adds a column to the RL signaling data frame. — add_rl_column • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Adds a column to the RL signaling data frame. — add_rl_column"><meta property="og:description" content="This function adds a column to the internal rl 'map' used to map all
-receptor and receptor complexes to all ligand and ligand complexes."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Adds a column to the RL signaling data frame.</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>add_rl_column.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function adds a column to the internal rl 'map' used to map all
-receptor and receptor complexes to all ligand and ligand complexes.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">add_rl_column</span><span class="op">(</span><span class="va">map</span>, <span class="va">map_ref</span>, <span class="va">conv</span>, <span class="va">new_name</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>map</dt>
-<dd><p>RL signaling data frame.</p></dd>
-
-
-<dt>map_ref</dt>
-<dd><p>Name of column to match new data to</p></dd>
-
-
-<dt>conv</dt>
-<dd><p>Data frame matching current data in map to new data.</p></dd>
-
-
-<dt>new_name</dt>
-<dd><p>Name of new column to be created in RL map</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>An updated RL signaling data frame</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">lr_name</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="st">"abbrev"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"L"</span>, <span class="st">"R"</span><span class="op">)</span>, <span class="st">"full"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Ligand"</span>, <span class="st">"Receptor"</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">rl_map_expanded</span> <span class="op">&lt;-</span> <span class="fu">add_rl_column</span><span class="op">(</span>map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, map_ref <span class="op">=</span> <span class="st">"type_A"</span>,</span></span>
-<span class="r-in"><span> conv <span class="op">=</span> <span class="va">lr_name</span>, new_name <span class="op">=</span> <span class="st">"type_A_full"</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/build_domino.html b/reference/build_domino.html
deleted file mode 100644
index 07942e8f..00000000
--- a/reference/build_domino.html
+++ /dev/null
@@ -1,148 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function calculates a signaling network. It requires a domino object
-preprocessed from create_domino and returns a domino object prepared for
-plotting with the various plotting functions in this package."><title>Calculate a signaling network for a domino object — build_domino • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate a signaling network for a domino object — build_domino"><meta property="og:description" content="This function calculates a signaling network. It requires a domino object
-preprocessed from create_domino and returns a domino object prepared for
-plotting with the various plotting functions in this package."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    <a class="dropdown-item" href="../news/index.html">Changelog</a>
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-</li>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Calculate a signaling network for a domino object</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/processing_fxns.R" class="external-link"><code>R/processing_fxns.R</code></a></small>
-      <div class="d-none name"><code>build_domino.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function calculates a signaling network. It requires a domino object
-preprocessed from create_domino and returns a domino object prepared for
-plotting with the various plotting functions in this package.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">build_domino</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  max_tf_per_clust <span class="op">=</span> <span class="fl">5</span>,</span>
-<span>  min_tf_pval <span class="op">=</span> <span class="fl">0.01</span>,</span>
-<span>  max_rec_per_tf <span class="op">=</span> <span class="fl">5</span>,</span>
-<span>  rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.15</span>,</span>
-<span>  min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object from create_domino.</p></dd>
-
-
-<dt>max_tf_per_clust</dt>
-<dd><p>Maximum number of transcription factors called active in a cluster.</p></dd>
-
-
-<dt>min_tf_pval</dt>
-<dd><p>Minimum p-value from differential feature score test to call a transcription factor active in a cluster.</p></dd>
-
-
-<dt>max_rec_per_tf</dt>
-<dd><p>Maximum number of receptors to link to each transcription factor.</p></dd>
-
-
-<dt>rec_tf_cor_threshold</dt>
-<dd><p>Minimum pearson correlation used to consider a receptor linked with a transcription factor. Increasing this will decrease the number of receptors linked to each transcription factor.</p></dd>
-
-
-<dt>min_rec_percentage</dt>
-<dd><p>Minimum percentage of cells in cluster expressing a receptor for the receptor to be linked to trancription factors in that cluster.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A domino object with a signaling network built</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">pbmc_dom_tiny_built</span> <span class="op">&lt;-</span> <span class="fu">build_domino</span><span class="op">(</span></span></span>
-<span class="r-in"><span> dom <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_tiny</span>, min_tf_pval <span class="op">=</span> <span class="fl">.001</span>, max_tf_per_clust <span class="op">=</span> <span class="fl">25</span>,</span></span>
-<span class="r-in"><span> max_rec_per_tf <span class="op">=</span> <span class="fl">25</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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diff --git a/reference/circos_ligand_receptor.html b/reference/circos_ligand_receptor.html
deleted file mode 100644
index 3a33ea48..00000000
--- a/reference/circos_ligand_receptor.html
+++ /dev/null
@@ -1,152 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a chord plot of expression of ligands that can activate a specified
-receptor where chord widths correspond to mean ligand expression by the cluster."><title>Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor"><meta property="og:description" content="Creates a chord plot of expression of ligands that can activate a specified
-receptor where chord widths correspond to mean ligand expression by the cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Plot expression of a receptor's ligands by other cell types as a chord plot</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>circos_ligand_receptor.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a chord plot of expression of ligands that can activate a specified
-receptor where chord widths correspond to mean ligand expression by the cluster.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  <span class="va">receptor</span>,</span>
-<span>  ligand_expression_threshold <span class="op">=</span> <span class="fl">0.01</span>,</span>
-<span>  cell_idents <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  cell_colors <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object that has undergone network building with <code><a href="build_domino.html">build_domino()</a></code></p></dd>
-
-
-<dt>receptor</dt>
-<dd><p>Name of a receptor active in at least one cell type in the domino object</p></dd>
-
-
-<dt>ligand_expression_threshold</dt>
-<dd><p>Minimum mean expression value of a ligand by a cell type for a chord to be rendered between the cell type and the receptor</p></dd>
-
-
-<dt>cell_idents</dt>
-<dd><p>Vector of cell types from cluster assignments in the domino object to be included in the plot.</p></dd>
-
-
-<dt>cell_colors</dt>
-<dd><p>Named vector of color names or hex codes where names correspond to the plotted cell types and the color values</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>renders a circos plot to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, receptor <span class="op">=</span> <span class="st">"FAS"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> There are more than one numeric columns in the data frame. Take the</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> first two numeric columns and draw the link ends with unequal width.</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Type `circos.par$message = FALSE` to suppress the message.</span>
-<span class="r-plt img"><img src="circos_ligand_receptor-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co">#specify colors</span></span></span>
-<span class="r-in"><span><span class="va">cols</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>, <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>, <span class="st">"hotpink"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/levels.html" class="external-link">levels</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">@</span><span class="va">clusters</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, receptor <span class="op">=</span> <span class="st">"FAS"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> There are more than one numeric columns in the data frame. Take the</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> first two numeric columns and draw the link ends with unequal width.</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Type `circos.par$message = FALSE` to suppress the message.</span>
-<span class="r-plt img"><img src="circos_ligand_receptor-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/convert_genes.html b/reference/convert_genes.html
deleted file mode 100644
index ad4d2d59..00000000
--- a/reference/convert_genes.html
+++ /dev/null
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Use biomaRt to convert genes</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>convert_genes.Rd</code></div>
-    </div>
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-    <div class="ref-description section level2">
-    <p>This function reads in a vector of genes and converts the genes to specified symbol type</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">convert_genes</span><span class="op">(</span></span>
-<span>  <span class="va">genes</span>,</span>
-<span>  from <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ENSMUSG"</span>, <span class="st">"ENSG"</span>, <span class="st">"MGI"</span>, <span class="st">"HGNC"</span><span class="op">)</span>,</span>
-<span>  to <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MGI"</span>, <span class="st">"HGNC"</span><span class="op">)</span>,</span>
-<span>  host <span class="op">=</span> <span class="st">"https://www.ensembl.org"</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>genes</dt>
-<dd><p>Vector of genes to convert.</p></dd>
-
-
-<dt>from</dt>
-<dd><p>Format of gene input (ENSMUSG, ENSG, MGI, or HGNC)</p></dd>
-
-
-<dt>to</dt>
-<dd><p>Format of gene output (MGI, or HGNC)</p></dd>
-
-
-<dt>host</dt>
-<dd><p>Host to connect to. Defaults to https://www.ensembl.org following the useMart default, but can be changed to archived hosts if useMart fails to connect.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A data frame with input genes as col 1 and output as col 2</p>
-    </div>
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diff --git a/reference/cor_heatmap.html b/reference/cor_heatmap.html
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a heatmap of correlation between receptors and transcription factors</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>cor_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of correlation values between receptors and transcription
-factors either with boolean threshold or with continuous values displayed</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cor_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  bool_thresh <span class="op">=</span> <span class="fl">0.15</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  feats <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  recs <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  mark_connections <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>bool</dt>
-<dd><p>Boolean indicating whether the heatmap should be continuous or boolean. If boolean then bool_thresh will be used to determine how to define activity as positive or negative.</p></dd>
-
-
-<dt>bool_thresh</dt>
-<dd><p>Numeric indicating the threshold separating 'on' or 'off' for feature activity if making a boolean heatmap.</p></dd>
-
-
-<dt>title</dt>
-<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
-
-
-<dt>feats</dt>
-<dd><p>Either a vector of features to include in the heatmap or 'all' for all features. If left NULL then the features selected for the signaling network will be shown.</p></dd>
-
-
-<dt>recs</dt>
-<dd><p>Either a vector of receptors to include in the heatmap or 'all' for all receptors. If left NULL then the receptors selected in the signaling network connected to the features plotted will be shown.</p></dd>
-
-
-<dt>mark_connections</dt>
-<dd><p>Boolean indicating whether to add an 'x' in cells where there is a connected receptor or TF. Default FALSE.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> . Note that to use the 'main' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE and to use 'annCol' or 'annColors' ann_cols must be FALSE.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co">#show correlations above a specific value</span></span></span>
-<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_heatmap-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co">#identify combinations that are connected</span></span></span>
-<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_heatmap-3.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span> </span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
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diff --git a/reference/cor_scatter.html b/reference/cor_scatter.html
deleted file mode 100644
index dd75a4ef..00000000
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-      <img src="../logo.svg" class="logo" alt=""><h1>Create a correlation plot between transcription factor activation score and receptor</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>cor_scatter.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Create a correlation plot between transcription factor activation score and receptor</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cor_scatter</span><span class="op">(</span><span class="va">dom</span>, <span class="va">tf</span>, <span class="va">rec</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>tf</dt>
-<dd><p>Target TF module for plotting with receptor</p></dd>
-
-
-<dt>rec</dt>
-<dd><p>Target receptor for plotting with TF</p></dd>
-
-
-<dt>remove_rec_dropout</dt>
-<dd><p>Whether to remove cells with zero expression for plot. This should match the same setting as in build_domino.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to ggscatter.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a ggplot object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">cor_scatter</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"ATF4"</span>,<span class="st">"CD22"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="cor_scatter-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/count_linkage.html b/reference/count_linkage.html
deleted file mode 100644
index ebeefa61..00000000
--- a/reference/count_linkage.html
+++ /dev/null
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-<!DOCTYPE html>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Count occurrences of linkages across multiple domino results from a linkage summary</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
-      <div class="d-none name"><code>count_linkage.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Count occurrences of linkages across multiple domino results from a linkage summary</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">count_linkage</span><span class="op">(</span></span>
-<span>  <span class="va">linkage_summary</span>,</span>
-<span>  <span class="va">cluster</span>,</span>
-<span>  group.by <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  linkage <span class="op">=</span> <span class="st">"rec_lig"</span>,</span>
-<span>  subject_names <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>linkage_summary</dt>
-<dd><p>a linkage_summary object</p></dd>
-
-
-<dt>cluster</dt>
-<dd><p>the name of the cell cluster being compared across multiple domino results</p></dd>
-
-
-<dt>group.by</dt>
-<dd><p>the name of the column in linkage_summary\@subject_meta by which to group subjects for counting. If NULL, only total counts of linkages for linkages in the cluster across all subjects is given.</p></dd>
-
-
-<dt>linkage</dt>
-<dd><p>a stored linkage from the domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig')</p></dd>
-
-
-<dt>subject_names</dt>
-<dd><p>a vector of subject_names from the linkage_summary to be compared. If NULL, all subject_names in the linkage summary are included in counting.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="fu">count_linkage</span><span class="op">(</span>linkage_summary <span class="op">=</span> <span class="va">linkage_ls</span>, cluster <span class="op">=</span> <span class="st">"CD8_T_cell"</span>, </span></span>
-<span class="r-in"><span> group.by <span class="op">=</span> <span class="st">"group"</span>, linkage <span class="op">=</span> <span class="st">"rec_lig"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/reference/create_domino.html b/reference/create_domino.html
deleted file mode 100644
index 7e7f7acc..00000000
--- a/reference/create_domino.html
+++ /dev/null
@@ -1,246 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
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-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
-network."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-</nav><div class="container template-reference-topic">
-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a domino object and prepare it for network construction</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>create_domino.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for <code><a href="build_domino.html">build_domino()</a></code>, which will calculate a signaling
-network.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_domino</span><span class="op">(</span></span>
-<span>  <span class="va">rl_map</span>,</span>
-<span>  <span class="va">features</span>,</span>
-<span>  ser <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  counts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  z_scores <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  clusters <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  use_clusters <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  tf_targets <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  verbose <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  rec_min_thresh <span class="op">=</span> <span class="fl">0.025</span>,</span>
-<span>  remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  tf_selection_method <span class="op">=</span> <span class="st">"clusters"</span>,</span>
-<span>  tf_variance_quantile <span class="op">=</span> <span class="fl">0.5</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>rl_map</dt>
-<dd><p>Data frame where each row describes a receptor-ligand interaction with required columns gene_A &amp; gene_B including the gene names for the receptor and ligand and type_A &amp; type_B annotating if genes A and B are a ligand (L) or receptor (R)</p></dd>
-
-
-<dt>features</dt>
-<dd><p>Either a path to a csv containing cell level features of interest (ie. the auc matrix from pySCENIC) or named matrix with cells as columns and features as rows.</p></dd>
-
-
-<dt>ser</dt>
-<dd><p>Seurat object containing scaled RNA expression data in the RNA assay slot and cluster identity. Either a ser object OR z_scores and clusters must be provided. If ser is present z_scores and clusters will be ignored.</p></dd>
-
-
-<dt>counts</dt>
-<dd><p>Counts matrix for the data. If a Seurat object is provided this will be ignored. This is only used to threshold receptors on dropout.</p></dd>
-
-
-<dt>z_scores</dt>
-<dd><p>Matrix containing z-scored expression data for all cells with cells as columns and features as rows. Either z_scores and clusters must be provided OR a ser object. If ser is present z_scores and clusters will be ignored.</p></dd>
-
-
-<dt>clusters</dt>
-<dd><p>Named factor containing cell cluster with names as cells. Either clusters and z_scores OR ser must be provided. If ser is present z_scores and clusters will be ignored.</p></dd>
-
-
-<dt>use_clusters</dt>
-<dd><p>Boolean indicating whether to use the clusters from a Seurat object. If a Seurat object is not provided then this parameter is ignored.</p></dd>
-
-
-<dt>tf_targets</dt>
-<dd><p>Optional. A list where names are transcription factors and the stored values are character vectors of genes in the transcription factor's regulon.</p></dd>
-
-
-<dt>verbose</dt>
-<dd><p>Boolean indicating whether or not to print progress during computation.</p></dd>
-
-
-<dt>use_complexes</dt>
-<dd><p>Boolean indicating whether you wish to use receptor/ligand complexes in the receptor ligand signaling database. If FALSE, receptor/ligand pairs where either functions as a protein complex will not be considered when constructing the signaling network.</p></dd>
-
-
-<dt>rec_min_thresh</dt>
-<dd><p>Minimum expression level of receptors by cell. Default is 0.025 or 2.5 percent of all cells in the data set. This is important when calculating correlation to connect receptors to transcription activation. If this threshold is too low then correlation calculations will proceed with very few cells with non-zero expression.</p></dd>
-
-
-<dt>remove_rec_dropout</dt>
-<dd><p>Whether to remove receptors with 0 expression counts when calculating correlations. This can reduce false positive correlation calculations when receptors have high dropout rates.</p></dd>
-
-
-<dt>tf_selection_method</dt>
-<dd><p>Selection of which method to target transcription factors. If 'clusters' then differential expression for clusters will be calculated. If 'variable' then the most variable transcription factors will be selected. If 'all' then all transcription factors in the feature matrix will be used. Default is 'clusters'. Note that if you wish to use clusters for intercellular signaling downstream to MUST choose clusters.</p></dd>
-
-
-<dt>tf_variance_quantile</dt>
-<dd><p>What proportion of variable features to take if using variance to threshold features. Default is 0.5. Higher numbers will keep more features. Ignored if tf_selection_method is not 'variable'</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">pbmc_dom_tiny_all</span> <span class="op">&lt;-</span> <span class="va">pbmc_dom_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_domino</span><span class="op">(</span></span></span>
-<span class="r-in"><span> rl_map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, features <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">auc_tiny</span>, </span></span>
-<span class="r-in"><span> counts <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_count_tiny</span>, z_scores <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_zscore_tiny</span>,</span></span>
-<span class="r-in"><span> clusters <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">clusters_tiny</span>, tf_targets <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulon_list_tiny</span>, </span></span>
-<span class="r-in"><span> use_clusters <span class="op">=</span> <span class="cn">FALSE</span>, use_complexes <span class="op">=</span> <span class="cn">FALSE</span>, </span></span>
-<span class="r-in"><span> rec_min_thresh <span class="op">=</span> <span class="fl">0.1</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
-<span class="r-in"><span> tf_selection_method <span class="op">=</span> <span class="st">"all"</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Reading in and processing signaling database</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Database provided from source: CellPhoneDB</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Getting z_scores, clusters, and counts</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating correlations</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> FAS has component genes that did not pass testing parameters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> CD22 has component genes that did not pass testing parameters</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> IGF1R has component genes that did not pass testing parameters</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="va">pbmc_dom_tiny_clustered</span> <span class="op">&lt;-</span> <span class="fu">create_domino</span><span class="op">(</span></span></span>
-<span class="r-in"><span> rl_map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, features <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">auc_tiny</span>, </span></span>
-<span class="r-in"><span> counts <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_count_tiny</span>, z_scores <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_zscore_tiny</span>,</span></span>
-<span class="r-in"><span> clusters <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">clusters_tiny</span>, tf_targets <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulon_list_tiny</span>,</span></span>
-<span class="r-in"><span> use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Reading in and processing signaling database</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Database provided from source: CellPhoneDB</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Getting z_scores, clusters, and counts</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating feature enrichment by cluster</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating correlations</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
-<span class="r-msg co"><span class="r-pr">#&gt;</span> IGF1R has component genes that did not pass testing parameters</span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
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diff --git a/reference/create_regulon_list_scenic.html b/reference/create_regulon_list_scenic.html
deleted file mode 100644
index 892a1dfb..00000000
--- a/reference/create_regulon_list_scenic.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC"><title>Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic"><meta property="og:description" content="Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a list of genes in regulons inferred by SCENIC</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>create_regulon_list_scenic.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_regulon_list_scenic</span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>regulons</dt>
-<dd><p>Dataframe or file path to the table of the output of the grn (gene regulatory network) function from pySCENIC</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A list where names are transcription factors and the stored values are character vectors of genes in the inferred regulons</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">regulon_list_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_regulon_list_scenic</span><span class="op">(</span>regulons <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulons_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
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-    </nav></aside></div>
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diff --git a/reference/create_rl_map_cellphonedb.html b/reference/create_rl_map_cellphonedb.html
deleted file mode 100644
index 15782076..00000000
--- a/reference/create_rl_map_cellphonedb.html
+++ /dev/null
@@ -1,156 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data."><title>Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb"><meta property="og:description" content="Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a receptor-ligand map from a cellphonedb signaling database</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>create_rl_map_cellphonedb.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_rl_map_cellphonedb</span><span class="op">(</span></span>
-<span>  <span class="va">genes</span>,</span>
-<span>  <span class="va">proteins</span>,</span>
-<span>  <span class="va">interactions</span>,</span>
-<span>  complexes <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  database_name <span class="op">=</span> <span class="st">"CellPhoneDB"</span>,</span>
-<span>  gene_conv <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  gene_conv_host <span class="op">=</span> <span class="st">"https://www.ensembl.org"</span>,</span>
-<span>  alternate_convert <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  alternate_convert_table <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>genes</dt>
-<dd><p>dataframe or file path to table of gene names in uniprot, hgnc_symbol, or ensembl format in cellphonedb database format</p></dd>
-
-
-<dt>proteins</dt>
-<dd><p>dataframe or file path to table of protein features in cellphonedb format</p></dd>
-
-
-<dt>interactions</dt>
-<dd><p>dataframe or file path to table of protein-protein interactions in cellphonedb format</p></dd>
-
-
-<dt>complexes</dt>
-<dd><p>optional: dataframe or file path to table of protein complexes in cellphonedb format</p></dd>
-
-
-<dt>database_name</dt>
-<dd><p>name of the database being used, stored in output</p></dd>
-
-
-<dt>gene_conv</dt>
-<dd><p>a tuple of (from, to) or (source, target) if gene conversion to orthologs is desired; options are ENSMUSG, ENSG, MGI, or HGNC</p></dd>
-
-
-<dt>gene_conv_host</dt>
-<dd><p>host for conversion; default ensembl, could also use mirrors if desired</p></dd>
-
-
-<dt>alternate_convert</dt>
-<dd><p>boolean if you would like to use a non-ensembl method of conversion (must supply table; not recommended, use only if ensembl is down)</p></dd>
-
-
-<dt>alternate_convert_table</dt>
-<dd><p>supplied table for non-ensembl method of conversion</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>Data frame where each row describes a possible receptor-ligand interaction</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">rl_map_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_rl_map_cellphonedb</span><span class="op">(</span>genes <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">genes_tiny</span>, </span></span>
-<span class="r-in"><span> proteins <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">proteins_tiny</span>, interactions <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">interactions_tiny</span>, </span></span>
-<span class="r-in"><span> complexes <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">complexes_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/do_norm.html b/reference/do_norm.html
deleted file mode 100644
index 20a40db1..00000000
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+++ /dev/null
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Normalize a matrix to its max value by row or column</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>do_norm.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Normalizes a matrix to its max value by row or column</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">do_norm</span><span class="op">(</span><span class="va">mat</span>, <span class="va">dir</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>mat</dt>
-<dd><p>Matrix to be normalized</p></dd>
-
-
-<dt>dir</dt>
-<dd><p>Direction to normalize the matrix c('row', 'col')</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A normalized matrix in the direction specified.</p>
-    </div>
-
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-    </nav></aside></div>
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diff --git a/reference/dom_clusters.html b/reference/dom_clusters.html
deleted file mode 100644
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-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull cluster information from a domino object"><title>Access clusters — dom_clusters • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access clusters — dom_clusters"><meta property="og:description" content="A function to pull cluster information from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Access clusters</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_clusters.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull cluster information from a domino object</p>
-    </div>
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-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_clusters</span><span class="op">(</span><span class="va">dom</span>, labels <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-
-<dt>labels</dt>
-<dd><p>A boolean for whether to return the cluster labels for each cell or the clusters used for inferring communication</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector containing either the names of the clusters used OR factors of the cluster label for each individual cell</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">cluster_names</span> <span class="op">&lt;-</span> <span class="fu">dom_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">cell_cluster_label</span> <span class="op">&lt;-</span> <span class="fu">dom_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, labels <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/dom_correlations.html b/reference/dom_correlations.html
deleted file mode 100644
index 553d4062..00000000
--- a/reference/dom_correlations.html
+++ /dev/null
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access correlations</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_correlations.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull receptor-transcription factor correlations from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_correlations</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the correlation values for each receptor (row) by transcription factor (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">cor_matrix</span> <span class="op">&lt;-</span> <span class="fu">dom_correlations</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/dom_counts.html b/reference/dom_counts.html
deleted file mode 100644
index 07c0af57..00000000
--- a/reference/dom_counts.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull gene expression from a domino object"><title>Access counts — dom_counts • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access counts — dom_counts"><meta property="og:description" content="A function to pull gene expression from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access counts</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_counts.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull gene expression from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_counts</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the gene expression values for each gene (row) by cell (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu">dom_counts</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/dom_database.html b/reference/dom_database.html
deleted file mode 100644
index ede2780b..00000000
--- a/reference/dom_database.html
+++ /dev/null
@@ -1,119 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull database information from a domino object"><title>Access database — dom_database • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access database — dom_database"><meta property="og:description" content="A function to pull database information from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access database</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_database.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull database information from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_database</span><span class="op">(</span><span class="va">dom</span>, name_only <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created</p></dd>
-
-
-<dt>name_only</dt>
-<dd><p>A boolean for whether to return only the name of the database used
-or the entire database that is stored. Default TRUE.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector of unique databases used in building the domino object OR
-a data frame that includes the database information used in the domino object creation</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">database_name</span> <span class="op">&lt;-</span> <span class="fu">dom_database</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">full_database</span> <span class="op">&lt;-</span> <span class="fu">dom_database</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, name_only <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/dom_de.html b/reference/dom_de.html
deleted file mode 100644
index 5a06d295..00000000
--- a/reference/dom_de.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull differential expression p values from a domino object"><title>Access differential expression — dom_de • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access differential expression — dom_de"><meta property="og:description" content="A function to pull differential expression p values from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access differential expression</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_de.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull differential expression p values from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_de</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the p values for differential expression of transcription factors (rows) in each cluster (columns)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">de_mat</span> <span class="op">&lt;-</span> <span class="fu">dom_de</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/dom_info.html b/reference/dom_info.html
deleted file mode 100644
index ac65fd75..00000000
--- a/reference/dom_info.html
+++ /dev/null
@@ -1,113 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull the parameters used when running build_domino() from a domino object"><title>Access build information — dom_info • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access build information — dom_info"><meta property="og:description" content="A function to pull the parameters used when running build_domino() from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access build information</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_info.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull the parameters used when running <code><a href="build_domino.html">build_domino()</a></code> from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_info</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A list containing booleans for whether the object has been created and build, and a list of the
-build parameters that were used in <code><a href="build_domino.html">build_domino()</a></code> to infer the signaling network</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">build_details</span> <span class="op">&lt;-</span> <span class="fu">dom_info</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
-
-    </footer></div>
-
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-
-  
-
-  </body></html>
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diff --git a/reference/dom_linkages.html b/reference/dom_linkages.html
deleted file mode 100644
index c24cef45..00000000
--- a/reference/dom_linkages.html
+++ /dev/null
@@ -1,128 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull linkages from a domino object"><title>Access linkages — dom_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access linkages — dom_linkages"><meta property="og:description" content="A function to pull linkages from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
-    
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-    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
-    
-    <a class="navbar-brand me-2" href="../index.html">domino2</a>
-
-    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access linkages</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull linkages from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_linkages</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  link_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"complexes"</span>, <span class="st">"receptor-ligand"</span>, <span class="st">"tf-target"</span>, <span class="st">"tf-receptor"</span>, <span class="st">"receptor"</span>,</span>
-<span>    <span class="st">"incoming-ligand"</span><span class="op">)</span>,</span>
-<span>  by_cluster <span class="op">=</span> <span class="cn">FALSE</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-
-<dt>link_type</dt>
-<dd><p>One value (out of "complexes", "receptor-ligand",
-"tf-target", "tf-receptor", "receptor", "incoming-ligand") used
-to select the desired type of linkage</p></dd>
-
-
-<dt>by_cluster</dt>
-<dd><p>A boolean to indicate whether the linkages should be returned overall or by cluster</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A list containing linkages between some combination of receptors, ligands, transcription factors, and clusters</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu">dom_linkages</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"complexes"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">tf_rec_by_cluster</span> <span class="op">&lt;-</span> <span class="fu">dom_linkages</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"tf-receptor"</span>, <span class="cn">TRUE</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/dom_network_items.html b/reference/dom_network_items.html
deleted file mode 100644
index 291a7e3b..00000000
--- a/reference/dom_network_items.html
+++ /dev/null
@@ -1,130 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this build_domino() must be run on the object previously."><title>Access all features, receptors, or ligands present in a signaling network. — dom_network_items • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access all features, receptors, or ligands present in a signaling network. — dom_network_items"><meta property="og:description" content="This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this build_domino() must be run on the object previously."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access all features, receptors, or ligands present in a signaling network.</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_network_items.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function collates all of the features, receptors, or ligands found in a
-signaling network anywhere in a list of clusters. This can be useful for
-comparing signaling networks across two separate conditions. In order to run
-this <code><a href="build_domino.html">build_domino()</a></code> must be run on the object previously.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_network_items</span><span class="op">(</span><span class="va">dom</span>, clusters <span class="op">=</span> <span class="cn">NULL</span>, return <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object containing a signaling network (i.e. <code><a href="build_domino.html">build_domino()</a></code> was run)</p></dd>
-
-
-<dt>clusters</dt>
-<dd><p>Vector indicating clusters to collate network items from. If left as NULL then all clusters will be included.</p></dd>
-
-
-<dt>return</dt>
-<dd><p>String indicating where to collate "features", "receptors", or "ligands". If "all" then a list of all three will be returned.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A vector containing all features, receptors, or ligands in the data set or a list containing all three.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">monocyte_receptors</span> <span class="op">&lt;-</span> <span class="fu">dom_network_items</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"CD14_monocyte"</span>, <span class="st">"receptors"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">all_tfs</span> <span class="op">&lt;-</span> <span class="fu">dom_network_items</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, return <span class="op">=</span> <span class="st">"features"</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
-</div>
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diff --git a/reference/dom_signaling.html b/reference/dom_signaling.html
deleted file mode 100644
index 06846ff4..00000000
--- a/reference/dom_signaling.html
+++ /dev/null
@@ -1,117 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull signaling matrices from a domino object"><title>Access signaling — dom_signaling • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access signaling — dom_signaling"><meta property="og:description" content="A function to pull signaling matrices from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<![endif]--></head><body>
-    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
-    
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-    
-    <a class="navbar-brand me-2" href="../index.html">domino2</a>
-
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-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_signaling.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull signaling matrices from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_signaling</span><span class="op">(</span><span class="va">dom</span>, cluster <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-
-<dt>cluster</dt>
-<dd><p>Either NULL to indicate global signaling or a specific cluster for which a</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A data.frame containing the signaling score through each ligand (row) by each cluster (column) OR
-a data.frame containing the global summed signaling scores between receptors (rows) and ligands (columns) of each cluster</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">monocyte_signaling</span> <span class="op">&lt;-</span> <span class="fu">dom_signaling</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, cluster <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/dom_tf_activation.html b/reference/dom_tf_activation.html
deleted file mode 100644
index bc9367c8..00000000
--- a/reference/dom_tf_activation.html
+++ /dev/null
@@ -1,112 +0,0 @@
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access transcription factor activation</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_tf_activation.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull transcription factor activation scores from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_tf_activation</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the transcription factor activation scores for each feature (row) by cell (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">tf_activation</span> <span class="op">&lt;-</span> <span class="fu">dom_tf_activation</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/dom_zscores.html b/reference/dom_zscores.html
deleted file mode 100644
index 2c0b141d..00000000
--- a/reference/dom_zscores.html
+++ /dev/null
@@ -1,112 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull z-scored expression from a domino object"><title>Access z-scores — dom_zscores • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access z-scores — dom_zscores"><meta property="og:description" content="A function to pull z-scored expression from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Access z-scores</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
-      <div class="d-none name"><code>dom_zscores.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>A function to pull z-scored expression from a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_zscores</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A matrix containing the z-scored gene expression values for each gene (row) by cell (column)</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">zscores</span> <span class="op">&lt;-</span> <span class="fu">dom_zscores</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/domino-class.html b/reference/domino-class.html
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--- a/reference/domino-class.html
+++ /dev/null
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-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="The domino class contains all information necessary to calculate receptor-ligand
-signaling. It contains z-scored expression, cell cluster labels, feature values,
-and a referenced receptor-ligand database formatted as a receptor-ligand map.
-Calculated intermediate values are also stored."><title>The domino Class — domino-class • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="The domino Class — domino-class"><meta property="og:description" content="The domino class contains all information necessary to calculate receptor-ligand
-signaling. It contains z-scored expression, cell cluster labels, feature values,
-and a referenced receptor-ligand database formatted as a receptor-ligand map.
-Calculated intermediate values are also stored."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>The domino Class</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>domino-class.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>The domino class contains all information necessary to calculate receptor-ligand
-signaling. It contains z-scored expression, cell cluster labels, feature values,
-and a referenced receptor-ligand database formatted as a receptor-ligand map.
-Calculated intermediate values are also stored.</p>
-    </div>
-
-
-    <div class="section level2">
-    <h2 id="slots">Slots<a class="anchor" aria-label="anchor" href="#slots"></a></h2>
-    
-
-<dl><dt><code>db_info</code></dt>
-<dd><p>List of data sets from lr database.</p></dd>
-
-
-<dt><code>counts</code></dt>
-<dd><p>Raw count gene expression data</p></dd>
-
-
-<dt><code>z_scores</code></dt>
-<dd><p>Matrix of z-scored expression data with cells as columns</p></dd>
-
-
-<dt><code>clusters</code></dt>
-<dd><p>Named factor with cluster identity of each cell</p></dd>
-
-
-<dt><code>features</code></dt>
-<dd><p>Matrix of features to correlate receptor-ligand expression with. Cells are columns and features are rows.</p></dd>
-
-
-<dt><code>cor</code></dt>
-<dd><p>Correlation matrix of receptor expression to features.</p></dd>
-
-
-<dt><code>linkages</code></dt>
-<dd><p>List of lists containing info linking cluster-&gt;tf-&gt;rec-&gt;lig</p></dd>
-
-
-<dt><code>clust_de</code></dt>
-<dd><p>Data frame containing differential expression results for features by cluster.</p></dd>
-
-
-<dt><code>misc</code></dt>
-<dd><p>List of miscellaneous info pertaining to run parameters etc.</p></dd>
-
-
-<dt><code>cl_signaling_matrices</code></dt>
-<dd><p>Incoming signaling matrix for each cluster</p></dd>
-
-
-<dt><code>signaling</code></dt>
-<dd><p>Signaling matrix between all clusters.</p></dd>
-
-
-</dl></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/reference/feat_heatmap.html b/reference/feat_heatmap.html
deleted file mode 100644
index 22a1f221..00000000
--- a/reference/feat_heatmap.html
+++ /dev/null
@@ -1,175 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a heatmap of feature expression (typically transcription factor
-activation scores) by cells organized by cluster."><title>Create a heatmap of features organized by cluster — feat_heatmap • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a heatmap of features organized by cluster — feat_heatmap"><meta property="og:description" content="Creates a heatmap of feature expression (typically transcription factor
-activation scores) by cells organized by cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
-<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a heatmap of features organized by cluster</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>feat_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of feature expression (typically transcription factor
-activation scores) by cells organized by cluster.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">feat_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  feats <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  bool_thresh <span class="op">=</span> <span class="fl">0.2</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  norm <span class="op">=</span> <span class="cn">FALSE</span>,</span>
-<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  ann_cols <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>feats</dt>
-<dd><p>Either a vector of features to include in the heatmap or 'all' for all features. If left NULL then the features selected for the signaling network will be shown.</p></dd>
-
-
-<dt>bool</dt>
-<dd><p>Boolean indicating whether the heatmap should be continuous or boolean. If boolean then bool_thresh will be used to determine how to define activity as positive or negative.</p></dd>
-
-
-<dt>bool_thresh</dt>
-<dd><p>Numeric indicating the threshold separating 'on' or 'off' for feature activity if making a boolean heatmap.</p></dd>
-
-
-<dt>title</dt>
-<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
-
-
-<dt>norm</dt>
-<dd><p>Boolean indicating whether or not to normalize the transcrption factors to their max value.</p></dd>
-
-
-<dt>cols</dt>
-<dd><p>Named vector of colors to annotate cells by cluster color. Values are taken as colors and names as cluster. If left as NULL then default ggplot colors will be generated.</p></dd>
-
-
-<dt>ann_cols</dt>
-<dd><p>Boolean indicating whether to include cell cluster as a column annotation. Colors can be defined with cols. If FALSE then custom annotations can be passed to NMF.</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum threshold for color scaling if not a boolean heatmap</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum threshold for color scaling if not a boolean heatmap</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> . Note that to use the 'main' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE and to use 'annCol' or 'annColors' ann_cols must be FALSE.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">feat_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="feat_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co">#using thresholds</span></span></span>
-<span class="r-in"><span><span class="fu">feat_heatmap</span><span class="op">(</span></span></span>
-<span class="r-in"><span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, min_thresh <span class="op">=</span> <span class="fl">0.1</span>, </span></span>
-<span class="r-in"><span>  max_thresh <span class="op">=</span> <span class="fl">0.6</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
-<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>You are using norm with min_thresh and max_thresh. Note that values will be thresholded AFTER normalization.</span>
-<span class="r-plt img"><img src="feat_heatmap-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/gene_network.html b/reference/gene_network.html
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@@ -1,162 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Create a gene association network for genes from a given cluster. The
-selected cluster acts as the receptor for the gene association network, so
-only ligands, receptors, and features associated with the receptor cluster
-will be included in the plot."><title>Create a gene association network — gene_network • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a gene association network — gene_network"><meta property="og:description" content="Create a gene association network for genes from a given cluster. The
-selected cluster acts as the receptor for the gene association network, so
-only ligands, receptors, and features associated with the receptor cluster
-will be included in the plot."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a gene association network</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>gene_network.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Create a gene association network for genes from a given cluster. The
-selected cluster acts as the receptor for the gene association network, so
-only ligands, receptors, and features associated with the receptor cluster
-will be included in the plot.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">gene_network</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  clust <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  OutgoingSignalingClust <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  class_cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>lig <span class="op">=</span> <span class="st">"#FF685F"</span>, rec <span class="op">=</span> <span class="st">"#47a7ff"</span>, feat <span class="op">=</span> <span class="st">"#39C740"</span><span class="op">)</span>,</span>
-<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  lig_scale <span class="op">=</span> <span class="fl">1</span>,</span>
-<span>  layout <span class="op">=</span> <span class="st">"grid"</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>clust</dt>
-<dd><p>Receptor cluster to create the gene association network for. A vector of clusters may be provided.</p></dd>
-
-
-<dt>OutgoingSignalingClust</dt>
-<dd><p>Vector of clusters to plot the outgoing signaling from</p></dd>
-
-
-<dt>class_cols</dt>
-<dd><p>Named vector of colors used to color classes of vertices. Values must be colors and names must be classes ('rec', 'lig', and 'feat' for receptors, ligands, and features.).</p></dd>
-
-
-<dt>cols</dt>
-<dd><p>Named vector of colors for individual genes. Genes not included in this vector will be colored according to class_cols.</p></dd>
-
-
-<dt>lig_scale</dt>
-<dd><p>FALSE or a numeric value to scale the size of ligand vertices based on z-scored expression in the data set.</p></dd>
-
-
-<dt>layout</dt>
-<dd><p>Type of layout to use. Options are 'grid', 'random', 'sphere', 'circle', 'fr' for Fruchterman-Reingold force directed layout, and 'kk' for Kamada Kawai for directed layout.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to plot() with an igraph object. See igraph manual for options.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>an igraph rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">gene_network</span><span class="op">(</span></span></span>
-<span class="r-in"><span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, clust <span class="op">=</span> <span class="st">"CD8_T_cell"</span>, </span></span>
-<span class="r-in"><span> OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="gene_network-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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diff --git a/reference/incoming_signaling_heatmap.html b/reference/incoming_signaling_heatmap.html
deleted file mode 100644
index a92ade65..00000000
--- a/reference/incoming_signaling_heatmap.html
+++ /dev/null
@@ -1,171 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
-list of ligands capable of activating its enriched transcription factors. The
-function creates a heatmap of cluster average expression for all of those
-ligands. A list of all cluster incoming signaling matrices can be found in
-the cl_signaling_matrices slot of a domino option as an alternative to this
-plotting function."><title>Create a cluster incoming signaling heatmap — incoming_signaling_heatmap • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a cluster incoming signaling heatmap — incoming_signaling_heatmap"><meta property="og:description" content="Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
-list of ligands capable of activating its enriched transcription factors. The
-function creates a heatmap of cluster average expression for all of those
-ligands. A list of all cluster incoming signaling matrices can be found in
-the cl_signaling_matrices slot of a domino option as an alternative to this
-plotting function."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a cluster incoming signaling heatmap</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>incoming_signaling_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
-list of ligands capable of activating its enriched transcription factors. The
-function creates a heatmap of cluster average expression for all of those
-ligands. A list of all cluster incoming signaling matrices can be found in
-the cl_signaling_matrices slot of a domino option as an alternative to this
-plotting function.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">incoming_signaling_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  <span class="va">rec_clust</span>,</span>
-<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>rec_clust</dt>
-<dd><p>Which cluster to select as the receptor. Must match naming of clusters in the domino object.</p></dd>
-
-
-<dt>clusts</dt>
-<dd><p>Vector of clusters to be included. If NULL then all clusters are used.</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum signaling threshold for plotting. Defaults to -Inf for no threshold.</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum signaling threshold for plotting. Defaults to Inf for no threshold.</p></dd>
-
-
-<dt>scale</dt>
-<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, or 'log' for log10.</p></dd>
-
-
-<dt>normalize</dt>
-<dd><p>Options to normalize the matrix. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
-
-
-<dt>title</dt>
-<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>. Note that to use the 'column_title' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#incoming signaling of the CD8  T cells</span></span></span>
-<span class="r-in"><span><span class="fu">incoming_signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="incoming_signaling_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Function reference</h1>
-    </div>
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-    <div class="section level2">
-      <h2 id="domino-classes">Domino Classes<a class="anchor" aria-label="anchor" href="#domino-classes"></a></h2>
-      
-      <p class="section-desc"></p><p>An object class designed to store information used and produced in Domino2 analysis</p>
-
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-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="domino-class.html">domino-class</a></code> <code><a href="domino-class.html">domino</a></code> 
-        </dt>
-        <dd>The domino Class</dd>
-      </dl><dl><dt>
-          
-          <code><a href="linkage_summary-class.html">linkage_summary-class</a></code> <code><a href="linkage_summary-class.html">linkage_summary</a></code> 
-        </dt>
-        <dd>The domino linkage summary class</dd>
-      </dl></div><div class="section level2">
-      <h2 id="analysis-functions">Analysis Functions<a class="anchor" aria-label="anchor" href="#analysis-functions"></a></h2>
-      
-      <p class="section-desc"></p><p>Functions for performing cell-cell communication analysis with the Domino2 package</p>
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code> 
-        </dt>
-        <dd>Create a receptor-ligand map from a cellphonedb signaling database</dd>
-      </dl><dl><dt>
-          
-          <code><a href="create_regulon_list_scenic.html">create_regulon_list_scenic()</a></code> 
-        </dt>
-        <dd>Create a list of genes in regulons inferred by SCENIC</dd>
-      </dl><dl><dt>
-          
-          <code><a href="create_domino.html">create_domino()</a></code> 
-        </dt>
-        <dd>Create a domino object and prepare it for network construction</dd>
-      </dl><dl><dt>
-          
-          <code><a href="build_domino.html">build_domino()</a></code> 
-        </dt>
-        <dd>Calculate a signaling network for a domino object</dd>
-      </dl><dl><dt>
-          
-          <code><a href="summarize_linkages.html">summarize_linkages()</a></code> 
-        </dt>
-        <dd>Summarize linkages from multiple domino objects</dd>
-      </dl><dl><dt>
-          
-          <code><a href="test_differential_linkages.html">test_differential_linkages()</a></code> 
-        </dt>
-        <dd>Statistical test for differential linkages across multiple domino results</dd>
-      </dl></div><div class="section level2">
-      <h2 id="plotting-functions">Plotting Functions<a class="anchor" aria-label="anchor" href="#plotting-functions"></a></h2>
-      
-      <p class="section-desc"></p><p>Functions for visualizing Domino2 analysis results</p>
-
-      
-    </div><div class="section level2">
-      
-      <h3 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="cor_heatmap.html">cor_heatmap()</a></code> 
-        </dt>
-        <dd>Create a heatmap of correlation between receptors and transcription factors</dd>
-      </dl><dl><dt>
-          
-          <code><a href="feat_heatmap.html">feat_heatmap()</a></code> 
-        </dt>
-        <dd>Create a heatmap of features organized by cluster</dd>
-      </dl><dl><dt>
-          
-          <code><a href="incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> 
-        </dt>
-        <dd>Create a cluster incoming signaling heatmap</dd>
-      </dl><dl><dt>
-          
-          <code><a href="signaling_heatmap.html">signaling_heatmap()</a></code> 
-        </dt>
-        <dd>Create a network heatmap</dd>
-      </dl></div><div class="section level2">
-      
-      <h3 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="gene_network.html">gene_network()</a></code> 
-        </dt>
-        <dd>Create a gene association network</dd>
-      </dl><dl><dt>
-          
-          <code><a href="signaling_network.html">signaling_network()</a></code> 
-        </dt>
-        <dd>Create a cluster to cluster signaling network diagram</dd>
-      </dl></div><div class="section level2">
-      
-      <h3 id="other-plots">Other Plots<a class="anchor" aria-label="anchor" href="#other-plots"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="circos_ligand_receptor.html">circos_ligand_receptor()</a></code> 
-        </dt>
-        <dd>Plot expression of a receptor's ligands by other cell types as a chord plot</dd>
-      </dl><dl><dt>
-          
-          <code><a href="cor_scatter.html">cor_scatter()</a></code> 
-        </dt>
-        <dd>Create a correlation plot between transcription factor activation score and receptor</dd>
-      </dl><dl><dt>
-          
-          <code><a href="plot_differential_linkages.html">plot_differential_linkages()</a></code> 
-        </dt>
-        <dd>Plot differential linkages among domino results ranked by a comparative statistic</dd>
-      </dl></div><div class="section level2">
-      <h2 id="helper-functions">Helper Functions<a class="anchor" aria-label="anchor" href="#helper-functions"></a></h2>
-      
-      <p class="section-desc"></p><p>Convenience functions for working with Domino2 objects</p>
-
-      
-    </div><div class="section level2">
-      
-      <h3 id="access-functions">Access functions<a class="anchor" aria-label="anchor" href="#access-functions"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="dom_clusters.html">dom_clusters()</a></code> 
-        </dt>
-        <dd>Access clusters</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_correlations.html">dom_correlations()</a></code> 
-        </dt>
-        <dd>Access correlations</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_counts.html">dom_counts()</a></code> 
-        </dt>
-        <dd>Access counts</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_database.html">dom_database()</a></code> 
-        </dt>
-        <dd>Access database</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_de.html">dom_de()</a></code> 
-        </dt>
-        <dd>Access differential expression</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_info.html">dom_info()</a></code> 
-        </dt>
-        <dd>Access build information</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_linkages.html">dom_linkages()</a></code> 
-        </dt>
-        <dd>Access linkages</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_network_items.html">dom_network_items()</a></code> 
-        </dt>
-        <dd>Access all features, receptors, or ligands present in a signaling network.</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_signaling.html">dom_signaling()</a></code> 
-        </dt>
-        <dd>Access signaling</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_tf_activation.html">dom_tf_activation()</a></code> 
-        </dt>
-        <dd>Access transcription factor activation</dd>
-      </dl><dl><dt>
-          
-          <code><a href="dom_zscores.html">dom_zscores()</a></code> 
-        </dt>
-        <dd>Access z-scores</dd>
-      </dl></div><div class="section level2">
-      
-      <h3 id="misc-utility-functions">Misc. utility functions<a class="anchor" aria-label="anchor" href="#misc-utility-functions"></a></h3>
-      
-
-      
-    </div><div id="" class="section level2">
-      
-      
-      
-
-      <dl><dt>
-          
-          <code><a href="add_rl_column.html">add_rl_column()</a></code> 
-        </dt>
-        <dd>Adds a column to the RL signaling data frame.</dd>
-      </dl><dl><dt>
-          
-          <code><a href="count_linkage.html">count_linkage()</a></code> 
-        </dt>
-        <dd>Count occurrences of linkages across multiple domino results from a linkage summary</dd>
-      </dl><dl><dt>
-          
-          <code><a href="mean_ligand_expression.html">mean_ligand_expression()</a></code> 
-        </dt>
-        <dd>Calculate mean ligand expression as a data.frame for plotting in circos plot</dd>
-      </dl><dl><dt>
-          
-          <code><a href="rename_clusters.html">rename_clusters()</a></code> 
-        </dt>
-        <dd>Renames clusters in a domino object</dd>
-      </dl></div>
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diff --git a/reference/lc.html b/reference/lc.html
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-      <img src="../logo.svg" class="logo" alt=""><h1>Pulls all items from a list pooled into a single vector</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/processing_fxns.R" class="external-link"><code>R/processing_fxns.R</code></a></small>
-      <div class="d-none name"><code>lc.Rd</code></div>
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-    <p>Helper function to convert from a nested series of lists to a single vector.</p>
-    </div>
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-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">lc</span><span class="op">(</span><span class="va">list</span>, <span class="va">list_names</span><span class="op">)</span></span></code></pre></div>
-    </div>
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-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>list</dt>
-<dd><p>List to pull items from</p></dd>
-
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-<dt>list_names</dt>
-<dd><p>Names of items in list to pool</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
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-<p>A vector contaning all items in the list by list_names</p>
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diff --git a/reference/linkage_summary-class.html b/reference/linkage_summary-class.html
deleted file mode 100644
index bbfabbeb..00000000
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+++ /dev/null
@@ -1,121 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="The linkage summary class contains linkages established in multiple domino
-objects through gene regulatory network inference and reference to receptor-
-ligand data bases. A data frame summarizing meta features that describe the
-domino objects compared in the linkage summary facilitates comparisons of
-established linkages and differential signaling interactions across categorical
-sample covariates."><title>The domino linkage summary class — linkage_summary-class • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="The domino linkage summary class — linkage_summary-class"><meta property="og:description" content="The linkage summary class contains linkages established in multiple domino
-objects through gene regulatory network inference and reference to receptor-
-ligand data bases. A data frame summarizing meta features that describe the
-domino objects compared in the linkage summary facilitates comparisons of
-established linkages and differential signaling interactions across categorical
-sample covariates."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>The domino linkage summary class</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>linkage_summary-class.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>The linkage summary class contains linkages established in multiple domino
-objects through gene regulatory network inference and reference to receptor-
-ligand data bases. A data frame summarizing meta features that describe the
-domino objects compared in the linkage summary facilitates comparisons of
-established linkages and differential signaling interactions across categorical
-sample covariates.</p>
-    </div>
-
-
-    <div class="section level2">
-    <h2 id="slots">Slots<a class="anchor" aria-label="anchor" href="#slots"></a></h2>
-    
-
-<dl><dt><code>subject_names</code></dt>
-<dd><p>unique names for each domino result included in the summary</p></dd>
-
-
-<dt><code>subject_meta</code></dt>
-<dd><p>data.frame with each row describing one subject and columns describing features of the subjects by which to draw comparisons of signaling networks</p></dd>
-
-
-<dt><code>subject_linkages</code></dt>
-<dd><p>nested list of linkages inferred for each subject. Lists are stored in a heirarchical structure of subject-cluster-linkage where linkages include transcription factors (tfs), linkages between transcription factors and receptors (tfs_rec), active receptors (rec), possible receptor-ligand interactions (rec_lig), and incoming ligands (incoming_lig)</p></dd>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/mean_ligand_expression.html b/reference/mean_ligand_expression.html
deleted file mode 100644
index 3f0d8595..00000000
--- a/reference/mean_ligand_expression.html
+++ /dev/null
@@ -1,134 +0,0 @@
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-plot of ligand expression and saving tables of mean expression."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Calculate mean ligand expression as a data.frame for plotting in circos plot</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
-      <div class="d-none name"><code>mean_ligand_expression.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a data frame of mean ligand expression for use in plotting a circos
-plot of ligand expression and saving tables of mean expression.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mean_ligand_expression</span><span class="op">(</span><span class="va">x</span>, <span class="va">ligands</span>, <span class="va">cell_ident</span>, <span class="va">cell_barcodes</span>, <span class="va">destination</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>x</dt>
-<dd><p>Gene by cell expression matrix</p></dd>
-
-
-<dt>ligands</dt>
-<dd><p>Character vector of ligand genes to be quantified</p></dd>
-
-
-<dt>cell_ident</dt>
-<dd><p>Vector of cell type (identity) names for which to calculate mean ligand gene expression</p></dd>
-
-
-<dt>cell_barcodes</dt>
-<dd><p>Vector of cell barcodes (colnames of x) belonging to cell_ident to calculate mean expression across</p></dd>
-
-
-<dt>destination</dt>
-<dd><p>Name of the receptor with which each ligand interacts</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A data frame of ligand expression targeting the specified receptor</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu"><a href="dom_counts.html">dom_counts</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">mean_exp</span> <span class="op">&lt;-</span> <span class="fu">mean_ligand_expression</span><span class="op">(</span><span class="va">counts</span>,</span></span>
-<span class="r-in"><span> ligands <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PTPRC"</span>, <span class="st">"FASLG"</span><span class="op">)</span>, cell_ident <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span></span>
-<span class="r-in"><span> cell_barcodes <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">counts</span><span class="op">)</span>, destination <span class="op">=</span> <span class="st">"FAS"</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/plot_differential_linkages.html b/reference/plot_differential_linkages.html
deleted file mode 100644
index 5fcf4faa..00000000
--- a/reference/plot_differential_linkages.html
+++ /dev/null
@@ -1,140 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Plot differential linkages among domino results ranked by a comparative statistic"><title>Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages"><meta property="og:description" content="Plot differential linkages among domino results ranked by a comparative statistic"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Plot differential linkages among domino results ranked by a comparative statistic</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>plot_differential_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Plot differential linkages among domino results ranked by a comparative statistic</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">plot_differential_linkages</span><span class="op">(</span></span>
-<span>  <span class="va">differential_linkages</span>,</span>
-<span>  <span class="va">test_statistic</span>,</span>
-<span>  stat_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span><span class="op">)</span>,</span>
-<span>  stat_ranking <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ascending"</span>, <span class="st">"descending"</span><span class="op">)</span>,</span>
-<span>  group_palette <span class="op">=</span> <span class="cn">NULL</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>differential_linkages</dt>
-<dd><p>a data.frame output from the test_differential_linkages function</p></dd>
-
-
-<dt>test_statistic</dt>
-<dd><p>column name of differential_linkages where the test statistic used for ranking linkages is stored (ex. 'p.value')</p></dd>
-
-
-<dt>stat_range</dt>
-<dd><p>a two value vector of the minimum and maximum values of test_statistic for plotting linkage features</p></dd>
-
-
-<dt>stat_ranking</dt>
-<dd><p>'ascending' (lowest value of test statisic is colored red and plotted at the top) or 'descending' (highest value of test statistic is colored red and plotted at the top).</p></dd>
-
-
-<dt>group_palette</dt>
-<dd><p>a named vector of colors to use for each group being compared</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap-class object of features ranked by test_statistic annotated with the proportion of subjects that showed active linkage of the features.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="fu">plot_differential_linkages</span><span class="op">(</span></span></span>
-<span class="r-in"><span> differential_linkages <span class="op">=</span> <span class="va">diff_linkages_tiny</span>,</span></span>
-<span class="r-in"><span> test_statistic <span class="op">=</span> <span class="st">"p.value"</span>,</span></span>
-<span class="r-in"><span> stat_ranking <span class="op">=</span> <span class="st">"ascending"</span></span></span>
-<span class="r-in"><span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/print-domino-method.html b/reference/print-domino-method.html
deleted file mode 100644
index 846d6ba2..00000000
--- a/reference/print-domino-method.html
+++ /dev/null
@@ -1,115 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Prints a summary of a domino object"><title>Print domino object — print,domino-method • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Print domino object — print,domino-method"><meta property="og:description" content="Prints a summary of a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Print domino object</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>print-domino-method.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Prints a summary of a domino object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for domino</span></span>
-<span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>x</dt>
-<dd><p>Domino object</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a printed description of the number of cell clusters in the object</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/rename_clusters.html b/reference/rename_clusters.html
deleted file mode 100644
index ce370dcd..00000000
--- a/reference/rename_clusters.html
+++ /dev/null
@@ -1,136 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
-network."><title>Renames clusters in a domino object — rename_clusters • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Renames clusters in a domino object — rename_clusters"><meta property="og:description" content="This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for build_domino(), which will calculate a signaling
-network."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Renames clusters in a domino object</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
-      <div class="d-none name"><code>rename_clusters.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>This function reads in a receptor ligand signaling database, cell level
-features of some kind (ie. output from pySCENIC), z-scored single cell data,
-and cluster id for single cell data, calculates a correlation matrix between
-receptors and other features (this is transcription factor module scores if
-using pySCENIC), and finds features enriched by cluster. It will return a
-domino object prepared for <code><a href="build_domino.html">build_domino()</a></code>, which will calculate a signaling
-network.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">rename_clusters</span><span class="op">(</span><span class="va">dom</span>, <span class="va">clust_conv</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object to rename clusters in</p></dd>
-
-
-<dt>clust_conv</dt>
-<dd><p>Named vector of conversions from old to new clusters. Values are taken as new clusters IDs and names as old cluster IDs.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A domino object with clusters renamed in all applicable slots.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">new_clust</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD8_T_cell"</span> <span class="op">=</span> <span class="st">"CD8+ T Cells"</span>,</span></span>
-<span class="r-in"><span> <span class="st">"CD14_monocyte"</span> <span class="op">=</span> <span class="st">"CD14+ Monocytes"</span>, <span class="st">"B_cell"</span> <span class="op">=</span> <span class="st">"B Cells"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">pbmc_dom_built_tiny</span> <span class="op">&lt;-</span> <span class="fu">rename_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="va">new_clust</span><span class="op">)</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
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diff --git a/reference/show-domino-method.html b/reference/show-domino-method.html
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index 94a3e216..00000000
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-      <img src="../logo.svg" class="logo" alt=""><h1>Show domino object information</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
-      <div class="d-none name"><code>show-domino-method.Rd</code></div>
-    </div>
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-    <div class="ref-description section level2">
-    <p>Shows content overview of domino object</p>
-    </div>
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-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for domino</span></span>
-<span><span class="fu">show</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>object</dt>
-<dd><p>Domino object</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a printed description of the number of cells in a domino object and its build status</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
-<span class="r-in"><span></span></span>
-<span class="r-in"><span><span class="fu">show</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
-<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
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diff --git a/reference/signaling_heatmap-1.png b/reference/signaling_heatmap-1.png
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diff --git a/reference/signaling_heatmap.html b/reference/signaling_heatmap.html
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+++ /dev/null
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-<div class="row">
-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a network heatmap</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>signaling_heatmap.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a heatmap of the signaling network. Alternatively, the network
-matrix can be accessed directly in the signaling slot of a domino object.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">signaling_heatmap</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  scale <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>clusts</dt>
-<dd><p>Vector of clusters to be included. If NULL then all clusters are used.</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum signaling threshold for plotting. Defaults to -Inf for no threshold.</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum signaling threshold for plotting. Defaults to Inf for no threshold.</p></dd>
-
-
-<dt>scale</dt>
-<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, or 'log' for log10.</p></dd>
-
-
-<dt>normalize</dt>
-<dd><p>Options to normalize the matrix. Normalization is done after thresholding and scaling. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code></p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a Heatmap rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_heatmap-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co">#scale</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_heatmap-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co">#normalize</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_heatmap-3.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/signaling_network-2.png b/reference/signaling_network-2.png
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diff --git a/reference/signaling_network.html b/reference/signaling_network.html
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--- a/reference/signaling_network.html
+++ /dev/null
@@ -1,198 +0,0 @@
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-and directed edges indicate signaling from one cluster to another. Edges are
-colored based on the color scheme of the ligand expressing cluster."><title>Create a cluster to cluster signaling network diagram — signaling_network • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a cluster to cluster signaling network diagram — signaling_network"><meta property="og:description" content="Creates a network diagram of signaling between clusters. Nodes are clusters
-and directed edges indicate signaling from one cluster to another. Edges are
-colored based on the color scheme of the ligand expressing cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Create a cluster to cluster signaling network diagram</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
-      <div class="d-none name"><code>signaling_network.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a network diagram of signaling between clusters. Nodes are clusters
-and directed edges indicate signaling from one cluster to another. Edges are
-colored based on the color scheme of the ligand expressing cluster.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">signaling_network</span><span class="op">(</span></span>
-<span>  <span class="va">dom</span>,</span>
-<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  edge_weight <span class="op">=</span> <span class="fl">0.3</span>,</span>
-<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  showOutgoingSignalingClusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  showIncomingSignalingClusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
-<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
-<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
-<span>  scale <span class="op">=</span> <span class="st">"sq"</span>,</span>
-<span>  layout <span class="op">=</span> <span class="st">"circle"</span>,</span>
-<span>  scale_by <span class="op">=</span> <span class="st">"rec_sig"</span>,</span>
-<span>  vert_scale <span class="op">=</span> <span class="fl">3</span>,</span>
-<span>  plot_title <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  <span class="va">...</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>dom</dt>
-<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
-
-
-<dt>cols</dt>
-<dd><p>Named vector indicating the colors for clusters. Values are colors and names must match clusters in the domino object. If left as NULL then ggplot colors are generated for the clusters.</p></dd>
-
-
-<dt>edge_weight</dt>
-<dd><p>Weight for determining thickness of edges on plot. Signaling values are multiplied by this value.</p></dd>
-
-
-<dt>clusts</dt>
-<dd><p>Vector of clusters to be included in the network plot.</p></dd>
-
-
-<dt>showOutgoingSignalingClusts</dt>
-<dd><p>Vector of clusters to plot the outgoing signaling from</p></dd>
-
-
-<dt>showIncomingSignalingClusts</dt>
-<dd><p>Vector of clusters to plot the incoming signaling on</p></dd>
-
-
-<dt>min_thresh</dt>
-<dd><p>Minimum signaling threshold. Values lower than the threshold will be set to the threshold. Defaults to -Inf for no threshold.</p></dd>
-
-
-<dt>max_thresh</dt>
-<dd><p>Maximum signaling threshold for plotting. Values higher than the threshold will be set to the threshold. Defaults to Inf for no threshold.</p></dd>
-
-
-<dt>normalize</dt>
-<dd><p>Options to normalize the signaling matrix. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
-
-
-<dt>scale</dt>
-<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, 'log' for log10, or 'sq' for square.</p></dd>
-
-
-<dt>layout</dt>
-<dd><p>Type of layout to use. Options are 'random', 'sphere', 'circle', 'fr' for Fruchterman-Reingold force directed layout, and 'kk' for Kamada Kawai for directed layout.</p></dd>
-
-
-<dt>scale_by</dt>
-<dd><p>How to size vertices. Options are 'lig_sig' for summed outgoing signaling, 'rec_sig' for summed incoming signaling, and 'none'. In the former two cases the values are scaled with asinh after summing all incoming or outgoing signaling.</p></dd>
-
-
-<dt>vert_scale</dt>
-<dd><p>Integer used to scale size of vertices with our without variable scaling from size_verts_by.</p></dd>
-
-
-<dt>plot_title</dt>
-<dd><p>Text for the plot's title.</p></dd>
-
-
-<dt>...</dt>
-<dd><p>Other parameters to be passed to plot when used with an <code>{igraph}</code> object.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>an igraph rendered to the active graphics device</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_network</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_network-1.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span><span class="co"># scaling, thresholds, layouts, selecting clusters</span></span></span>
-<span class="r-in"><span><span class="fu">signaling_network</span><span class="op">(</span></span></span>
-<span class="r-in"><span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>, </span></span>
-<span class="r-in"><span> scale <span class="op">=</span> <span class="st">"none"</span>, norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>, </span></span>
-<span class="r-in"><span> vert_scale <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span></span>
-<span class="r-plt img"><img src="signaling_network-2.png" alt="" width="700" height="433"></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/summarize_linkages.html b/reference/summarize_linkages.html
deleted file mode 100644
index 3b59ebff..00000000
--- a/reference/summarize_linkages.html
+++ /dev/null
@@ -1,126 +0,0 @@
-<!DOCTYPE html>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Summarize linkages from multiple domino objects</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
-      <div class="d-none name"><code>summarize_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">summarize_linkages</span><span class="op">(</span><span class="va">domino_results</span>, <span class="va">subject_meta</span>, subject_names <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>domino_results</dt>
-<dd><p>list of domino result with one domino object per subject. Names from the list must match subject_names.</p></dd>
-
-
-<dt>subject_meta</dt>
-<dd><p>dataframe that includes the subject features by which the objects could be grouped. The first column should must be subject names</p></dd>
-
-
-<dt>subject_names</dt>
-<dd><p>vector of subject names in domino_results. If NULL, defaults to first column of subject_meta.</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>A linkage summary class object consisting of nested lists of the active transcription factors, active receptors, and incoming ligands for each cluster across multiple domino results.</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="va">meta_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="st">"ID"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"P1"</span>, <span class="st">"P2"</span><span class="op">)</span>, <span class="st">"group"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"A"</span>, <span class="st">"B"</span><span class="op">)</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="va">dom_ls</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"P1"</span> <span class="op">=</span> <span class="va">dom1</span>, <span class="st">"P2"</span> <span class="op">=</span> <span class="va">dom2</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="fu">summarize_linkages</span><span class="op">(</span></span></span>
-<span class="r-in"><span> domino_results <span class="op">=</span> <span class="va">dom_ls</span>, subject_meta <span class="op">=</span> <span class="va">meta_df</span>, </span></span>
-<span class="r-in"><span> subject_names <span class="op">=</span> <span class="va">meta_df</span><span class="op">$</span><span class="va">ID</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
-
-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/table_convert_genes.html b/reference/table_convert_genes.html
deleted file mode 100644
index cecdab95..00000000
--- a/reference/table_convert_genes.html
+++ /dev/null
@@ -1,122 +0,0 @@
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-converted gene table"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-  <main id="main" class="col-md-9"><div class="page-header">
-      <img src="../logo.svg" class="logo" alt=""><h1>Convert Genes Using Table</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
-      <div class="d-none name"><code>table_convert_genes.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Takes a vector of gene inputs and a conversion table  and returns a
-converted gene table</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">table_convert_genes</span><span class="op">(</span><span class="va">genes</span>, <span class="va">from</span>, <span class="va">to</span>, <span class="va">conversion_table</span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>genes</dt>
-<dd><p>The genes to convert.</p></dd>
-
-
-<dt>from</dt>
-<dd><p>Gene symbol type of the input (ENSG, ENSMUSG, HGNC, MGI)</p></dd>
-
-
-<dt>to</dt>
-<dd><p>Desired gene symbol type for the output (HGNC, MGI)</p></dd>
-
-
-<dt>conversion_table</dt>
-<dd><p>A data.frame with column names corresponding to gene symbol types (mm.ens, hs.ens, mgi, hgnc)
-and rows corresponding to the gene symbols themselves</p></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>Data frame of genes with original and corresponding converted symbols</p>
-    </div>
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diff --git a/reference/test_differential_linkages.html b/reference/test_differential_linkages.html
deleted file mode 100644
index 4ef59aa5..00000000
--- a/reference/test_differential_linkages.html
+++ /dev/null
@@ -1,152 +0,0 @@
-<!DOCTYPE html>
-<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Statistical test for differential linkages across multiple domino results"><title>Statistical test for differential linkages across multiple domino results — test_differential_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Statistical test for differential linkages across multiple domino results — test_differential_linkages"><meta property="og:description" content="Statistical test for differential linkages across multiple domino results"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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-      <img src="../logo.svg" class="logo" alt=""><h1>Statistical test for differential linkages across multiple domino results</h1>
-      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
-      <div class="d-none name"><code>test_differential_linkages.Rd</code></div>
-    </div>
-
-    <div class="ref-description section level2">
-    <p>Statistical test for differential linkages across multiple domino results</p>
-    </div>
-
-    <div class="section level2">
-    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">test_differential_linkages</span><span class="op">(</span></span>
-<span>  <span class="va">linkage_summary</span>,</span>
-<span>  <span class="va">cluster</span>,</span>
-<span>  <span class="va">group.by</span>,</span>
-<span>  linkage <span class="op">=</span> <span class="st">"rec_lig"</span>,</span>
-<span>  subject_names <span class="op">=</span> <span class="cn">NULL</span>,</span>
-<span>  test_name <span class="op">=</span> <span class="st">"fishers.exact"</span></span>
-<span><span class="op">)</span></span></code></pre></div>
-    </div>
-
-    <div class="section level2">
-    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
-    <dl><dt>linkage_summary</dt>
-<dd><p>a linkage_summary object</p></dd>
-
-
-<dt>cluster</dt>
-<dd><p>the name of the cell cluster being compared across multiple domino results</p></dd>
-
-
-<dt>group.by</dt>
-<dd><p>the name of the column in linkage_summary\@subject_meta by which to group subjects for counting.</p></dd>
-
-
-<dt>linkage</dt>
-<dd><p>a stored linkage from the domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig')</p></dd>
-
-
-<dt>subject_names</dt>
-<dd><p>a vector of subject_names from the linkage_summary to be compared. If NULL, all subject_names in the linkage summary are included in counting.</p></dd>
-
-
-<dt>test_name</dt>
-<dd><p>the statistical test used for comparison.</p><ul><li><p>'fishers.exact' : Fisher's exact test for the dependence of the proportion of subjects with an active linkage in the cluster on which group the subject belongs to in the group.by variable. Provides an odds ratio, p-value, and a Benjamini-Hochberg FDR-adjusted p-value (p.adj) for each linkage tested.</p></li>
-</ul></dd>
-
-</dl></div>
-    <div class="section level2">
-    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
-    
-
-<p>a data frame of results from the test of the differential linkages. Rows correspond to each linkage tested. Columns correspond to:</p><ul><li><p>'cluster' : the name of the cell cluster being compared</p></li>
-<li><p>'linkage' : the type of linkage being compared</p></li>
-<li><p>'group.by' : the grouping variable</p></li>
-<li><p>'test_name' : the test used for comparison</p></li>
-<li><p>'feature' : individual linkages compared</p></li>
-<li><p>'test statistics' : test statistics provided are based on test method. 'fishers.exact' provides a odds ratio, p-value, and fdr-adjusted p-value.</p></li>
-<li><p>'total_count' : total number of subjects where the linkage is active</p></li>
-<li><p>'X_count' : number of subjects in each category of group.by (X) where the linkage is active</p></li>
-<li><p>'total_n' : number of total subjects compared</p></li>
-<li><p>'X_n' : total number of subjects in each category of group.by (X)</p></li>
-</ul></div>
-
-    <div class="section level2">
-    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
-    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
-<span class="r-in"><span><span class="fu">test_differential_linkages</span><span class="op">(</span>linkage_summary <span class="op">=</span> <span class="va">linkage_ls</span>, cluster <span class="op">=</span> <span class="st">"CD8_T_cell"</span>, </span></span>
-<span class="r-in"><span> group.by <span class="op">=</span> <span class="st">"group"</span>, linkage <span class="op">=</span> <span class="st">"rec_lig"</span>, test_name <span class="op">=</span> <span class="st">"fishers.exact"</span><span class="op">)</span></span></span>
-<span class="r-in"><span><span class="op">}</span></span></span>
-<span class="r-in"><span></span></span>
-</code></pre></div>
-    </div>
-  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
-    </nav></aside></div>
-
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-    <footer><div class="pkgdown-footer-left">
-  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
-</div>
-
-<div class="pkgdown-footer-right">
-  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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From 30e0e6e4f581ca1db08ce2f4880aea55be927621 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 20 May 2024 15:04:06 -0400
Subject: [PATCH 10/35] Delete test-cache.r

A bug was found where running tests locally with devtools::test() would result in this test deleting the temporary directory created by temp_dir() and subsequent tests failing solely due to Rstudio being unable to find the temporary directory. The test has been removed for the time being.
---
 tests/testthat/test-cache.r | 14 --------------
 1 file changed, 14 deletions(-)
 delete mode 100644 tests/testthat/test-cache.r

diff --git a/tests/testthat/test-cache.r b/tests/testthat/test-cache.r
deleted file mode 100644
index 3d37139a..00000000
--- a/tests/testthat/test-cache.r
+++ /dev/null
@@ -1,14 +0,0 @@
-test_that("can add to a new cache", {
-  bfc <- BiocFileCache::BiocFileCache(tempdir(), ask = FALSE)
-  expect_equal(length(bfc), 0)
-
-  #from Bioc example
-  savepath <- BiocFileCache::bfcnew(bfc, "NewResource", ext = ".RData")
-  df <- data.frame(list("a"=c(1, 2), "b"=c(3, 4)))
-  save(df, file = savepath)
-
-  expect_equal(length(bfc), 1)
-
-  #cleanup
-  BiocFileCache::removebfc(bfc, ask = FALSE)
-})

From b112ea423f56603b76229fa7017c2923ff57b34b Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Thu, 20 Jun 2024 13:56:39 -0400
Subject: [PATCH 11/35] move data from sysdata.rda to data/

---
 R/class_definitions.R                  |  10 +++---
 R/convenience_fxns.R                   |   3 +-
 R/differential_fxns.R                  |  11 ++++---
 R/import_fxns.R                        |  32 ++++++++++--------
 R/plot_fxns.R                          |  43 +++++++++++++++----------
 R/processing_fxns.R                    |   3 +-
 R/sysdata.rda                          | Bin 46979 -> 0 bytes
 R/utils.R                              |  41 ++++++++++++++---------
 data-raw/{testdata.R => tiny_data.R}   |   5 ++-
 data/RNA_count_tiny.rda                | Bin 0 -> 2775 bytes
 data/RNA_zscore_tiny.rda               | Bin 0 -> 5300 bytes
 data/auc_tiny.rda                      | Bin 0 -> 14235 bytes
 data/clusters_tiny.rda                 | Bin 0 -> 1873 bytes
 data/complexes_tiny.rda                | Bin 0 -> 487 bytes
 data/dom_ls_tiny.rda                   | Bin 0 -> 30265 bytes
 data/genes_tiny.rda                    | Bin 0 -> 403 bytes
 data/interactions_tiny.rda             | Bin 0 -> 431 bytes
 data/linkage_sum_tiny.rda              | Bin 0 -> 585 bytes
 data/pbmc_dom_built_tiny.rda           | Bin 0 -> 24474 bytes
 data/pbmc_dom_tiny.rda                 | Bin 0 -> 24103 bytes
 data/proteins_tiny.rda                 | Bin 0 -> 762 bytes
 data/regulon_list_tiny.rda             | Bin 0 -> 1606 bytes
 data/regulons_tiny.rda                 | Bin 0 -> 7263 bytes
 data/rl_map_tiny.rda                   | Bin 0 -> 555 bytes
 data/tiny_differential_linkage_c1.rda  | Bin 0 -> 393 bytes
 data/tiny_differential_linkage_c2.rda  | Bin 0 -> 374 bytes
 man/add_rl_column.Rd                   |   3 +-
 man/build_domino.Rd                    |   3 +-
 man/circos_ligand_receptor.Rd          |   7 ++--
 man/cor_heatmap.Rd                     |   7 ++--
 man/cor_scatter.Rd                     |   3 +-
 man/count_linkage.Rd                   |   3 +-
 man/create_domino.Rd                   |  16 +++++----
 man/create_regulon_list_scenic.Rd      |   3 +-
 man/create_rl_map_cellphonedb.Rd       |   7 ++--
 man/dom_clusters.Rd                    |   5 +--
 man/dom_correlations.Rd                |   3 +-
 man/dom_counts.Rd                      |   3 +-
 man/dom_database.Rd                    |   5 +--
 man/dom_de.Rd                          |   3 +-
 man/dom_info.Rd                        |   3 +-
 man/dom_linkages.Rd                    |   5 +--
 man/dom_network_items.Rd               |   5 +--
 man/dom_signaling.Rd                   |   3 +-
 man/dom_tf_activation.Rd               |   3 +-
 man/dom_zscores.Rd                     |   3 +-
 man/feat_heatmap.Rd                    |   5 +--
 man/gene_network.Rd                    |   3 +-
 man/incoming_signaling_heatmap.Rd      |   3 +-
 man/mean_ligand_expression.Rd          |   3 +-
 man/plot_differential_linkages.Rd      |   3 +-
 man/print-domino-method.Rd             |   3 +-
 man/rename_clusters.Rd                 |   3 +-
 man/show-domino-method.Rd              |   5 ++-
 man/signaling_heatmap.Rd               |   7 ++--
 man/signaling_network.Rd               |   5 +--
 man/summarize_linkages.Rd              |   3 +-
 man/test_differential_linkages.Rd      |   3 +-
 tests/testthat/test-convenience_fxns.R |   5 +--
 tests/testthat/test-import_fxns.R      |   9 ++++--
 tests/testthat/test-processing_fxns.R  |   1 +
 61 files changed, 185 insertions(+), 117 deletions(-)
 delete mode 100644 R/sysdata.rda
 rename data-raw/{testdata.R => tiny_data.R} (99%)
 create mode 100644 data/RNA_count_tiny.rda
 create mode 100644 data/RNA_zscore_tiny.rda
 create mode 100644 data/auc_tiny.rda
 create mode 100644 data/clusters_tiny.rda
 create mode 100644 data/complexes_tiny.rda
 create mode 100644 data/dom_ls_tiny.rda
 create mode 100644 data/genes_tiny.rda
 create mode 100644 data/interactions_tiny.rda
 create mode 100644 data/linkage_sum_tiny.rda
 create mode 100644 data/pbmc_dom_built_tiny.rda
 create mode 100644 data/pbmc_dom_tiny.rda
 create mode 100644 data/proteins_tiny.rda
 create mode 100644 data/regulon_list_tiny.rda
 create mode 100644 data/regulons_tiny.rda
 create mode 100644 data/rl_map_tiny.rda
 create mode 100644 data/tiny_differential_linkage_c1.rda
 create mode 100644 data/tiny_differential_linkage_c2.rda

diff --git a/R/class_definitions.R b/R/class_definitions.R
index 3693abbd..2e6107bb 100644
--- a/R/class_definitions.R
+++ b/R/class_definitions.R
@@ -78,8 +78,9 @@ linkage_summary <- setClass(
 #' @return a printed description of the number of cell clusters in the object
 #' @keywords internal
 #' @examples
-#' print(dominoSignal:::pbmc_dom_built_tiny)
-#' 
+#' data(pbmc_dom_built_tiny)
+#' print(pbmc_dom_built_tiny)
+#'
 setMethod("print", "domino", function(x, ...) {
   if (x@misc$build) {
     message(
@@ -105,9 +106,8 @@ setMethod("print", "domino", function(x, ...) {
 #' @return a printed description of the number of cells in a domino object and its build status
 #' @keywords internal
 #' @examples
-#' dominoSignal:::pbmc_dom_built_tiny
-#' 
-#' show(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' show(pbmc_dom_built_tiny)
 #' 
 setMethod("show", "domino", function(object) {
   if (object@misc$build) {
diff --git a/R/convenience_fxns.R b/R/convenience_fxns.R
index fa75c837..8babbc0a 100644
--- a/R/convenience_fxns.R
+++ b/R/convenience_fxns.R
@@ -19,9 +19,10 @@ NULL
 #' @return A domino object with clusters renamed in all applicable slots.
 #' @export
 #' @examples 
+#' data(pbmc_dom_built_tiny)
 #' new_clust <- c("CD8_T_cell" = "CD8+ T Cells",
 #'  "CD14_monocyte" = "CD14+ Monocytes", "B_cell" = "B Cells")
-#' pbmc_dom_built_tiny <- rename_clusters(dominoSignal:::pbmc_dom_built_tiny, new_clust)
+#' pbmc_dom_built_tiny <- rename_clusters(pbmc_dom_built_tiny, new_clust)
 #'
 rename_clusters <- function(dom, clust_conv, warning = FALSE) {
     if (is.null(dom@clusters)) {
diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index aaafb35c..ac8f4ed3 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -11,8 +11,9 @@ NULL
 #' @param subject_names vector of subject names in domino_results. If NULL, defaults to first column of subject_meta.
 #' @return A linkage summary class object consisting of nested lists of the active transcription factors, active receptors, and incoming ligands for each cluster across multiple domino results.
 #' @export
-#' @examples 
-#' dom_ls <- dominoSignal:::dom_ls_tiny
+#' @examples
+#' data(dom_ls_tiny)
+#' dom_ls <- dom_ls_tiny
 #' meta_df <- data.frame("ID" = c("dom1", "dom2"), "group" = c("A", "B"))
 #' summarize_linkages(
 #'  domino_results = dom_ls, subject_meta = meta_df, 
@@ -107,8 +108,9 @@ summarize_linkages <- function(domino_results, subject_meta, subject_names = NUL
 #' @return a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.
 #' @export
 #' @examples
+#' data(linkage_sum_tiny)
 #' count_linkage(
-#'   linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", 
+#'   linkage_summary = linkage_sum_tiny, cluster = "C1", 
 #'   group.by = "group", linkage = "rec")
 #' 
 count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "rec_lig", subject_names = NULL) {
@@ -169,8 +171,9 @@ count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "
 #' }
 #' @export
 #' @examples
+#' data(linkage_sum_tiny)
 #' test_differential_linkages(
-#'   linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", group.by = "group", 
+#'   linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
 #'   linkage = "rec", test_name = "fishers.exact"
 #' )
 #' 
diff --git a/R/import_fxns.R b/R/import_fxns.R
index bf357c24..a1733fb5 100644
--- a/R/import_fxns.R
+++ b/R/import_fxns.R
@@ -22,9 +22,10 @@ NULL
 #' @return Data frame where each row describes a possible receptor-ligand interaction
 #' @export create_rl_map_cellphonedb
 #' @examples
-#' rl_map_tiny <- create_rl_map_cellphonedb(genes = dominoSignal:::genes_tiny, 
-#'  proteins = dominoSignal:::proteins_tiny, interactions = dominoSignal:::interactions_tiny, 
-#'  complexes = dominoSignal:::complexes_tiny)
+#' data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny)
+#' rl_map_tiny <- create_rl_map_cellphonedb(genes = genes_tiny,
+#'  proteins = proteins_tiny, interactions = interactions_tiny,
+#'  complexes =complexes_tiny)
 #' 
 create_rl_map_cellphonedb <- function(
     genes, proteins, interactions, complexes = NULL, database_name = "CellPhoneDB",
@@ -242,7 +243,8 @@ create_rl_map_cellphonedb <- function(
 #' @return A list where names are transcription factors and the stored values are character vectors of genes in the inferred regulons
 #' @export create_regulon_list_scenic
 #' @examples
-#' regulon_list_tiny <- create_regulon_list_scenic(regulons = dominoSignal:::regulons_tiny)
+#' data(regulons_tiny)
+#' regulon_list_tiny <- create_regulon_list_scenic(regulons = regulons_tiny)
 #'
 create_regulon_list_scenic <- function(regulons) {
   if (is(regulons, "character")) {
@@ -294,18 +296,20 @@ create_regulon_list_scenic <- function(regulons) {
 #' @return A domino object
 #' @export create_domino
 #' @examples 
+#' data(rl_map_tiny, regulon_list_tiny, auc_tiny, RNA_count_tiny, RNA_zscore_tiny, clusters_tiny)
+#' 
 #' pbmc_dom_tiny_all <- create_domino(
-#'  rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
-#'  counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
-#'  clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny, 
-#'  use_clusters = FALSE, use_complexes = FALSE, 
+#'  rl_map = rl_map_tiny, features = auc_tiny,
+#'  counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
+#'  clusters = clusters_tiny, tf_targets = regulon_list_tiny,
+#'  use_clusters = FALSE, use_complexes = FALSE,
 #'  rec_min_thresh = 0.1, remove_rec_dropout = TRUE,
 #'  tf_selection_method = "all")
 #' 
 #' pbmc_dom_tiny_clustered <- create_domino(
-#'  rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
-#'  counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
-#'  clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny,
+#'  rl_map = rl_map_tiny, features = auc_tiny,
+#'  counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
+#'  clusters = clusters_tiny, tf_targets = regulon_list_tiny,
 #'  use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
 #' 
 create_domino <- function(
@@ -633,8 +637,9 @@ convert_genes <- function(
 #' @return An updated RL signaling data frame
 #' @export
 #' @examples 
+#' data(rl_map_tiny)
 #' lr_name <- data.frame("abbrev" = c("L", "R"), "full" = c("Ligand", "Receptor"))
-#' rl_map_expanded <- add_rl_column(map = dominoSignal:::rl_map_tiny, map_ref = "type_A",
+#' rl_map_expanded <- add_rl_column(map = rl_map_tiny, map_ref = "type_A",
 #'  conv = lr_name, new_name = "type_A_full")
 #' 
 add_rl_column <- function(map, map_ref, conv, new_name) {
@@ -675,7 +680,8 @@ add_rl_column <- function(map, map_ref, conv, new_name) {
 #' @return A data frame of ligand expression targeting the specified receptor
 #' @export
 #' @examples
-#' counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' counts <- dom_counts(pbmc_dom_built_tiny)
 #' mean_exp <- mean_ligand_expression(counts,
 #'  ligands = c("PTPRC", "FASLG"), cell_ident = "CD14_monocyte",
 #'  cell_barcodes = colnames(counts), destination = "FAS")
diff --git a/R/plot_fxns.R b/R/plot_fxns.R
index cc0e2257..e88beaa9 100644
--- a/R/plot_fxns.R
+++ b/R/plot_fxns.R
@@ -22,12 +22,13 @@ NULL
 #' @return a Heatmap rendered to the active graphics device
 #' @export signaling_heatmap
 #' @examples
+#' data(pbmc_dom_built_tiny)
 #' #basic usage
-#' signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny)
+#' signaling_heatmap(pbmc_dom_built_tiny)
 #' #scale
-#' signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, scale = "sqrt")
+#' signaling_heatmap(pbmc_dom_built_tiny, scale = "sqrt")
 #' #normalize
-#' signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, normalize = "rec_norm")
+#' signaling_heatmap(pbmc_dom_built_tiny, normalize = "rec_norm")
 #'
 signaling_heatmap <- function(
     dom, clusts = NULL, min_thresh = -Inf, max_thresh = Inf, scale = "none",
@@ -92,8 +93,9 @@ signaling_heatmap <- function(
 #' @return a Heatmap rendered to the active graphics device
 #' @export incoming_signaling_heatmap
 #' @examples
+#' data(pbmc_dom_built_tiny)
 #' #incoming signaling of the CD8  T cells
-#' incoming_signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, "CD8_T_cell")
+#' incoming_signaling_heatmap(pbmc_dom_built_tiny, "CD8_T_cell")
 #'
 incoming_signaling_heatmap <- function(
     dom, rec_clust, clusts = NULL, min_thresh = -Inf, max_thresh = Inf,
@@ -192,11 +194,12 @@ incoming_signaling_heatmap <- function(
 #' @return an igraph rendered to the active graphics device
 #' @export signaling_network
 #' @examples 
+#' data(pbmc_dom_built_tiny)
 #' #basic usage
-#' signaling_network(dominoSignal:::pbmc_dom_built_tiny)
+#' signaling_network(pbmc_dom_built_tiny)
 #' # scaling, thresholds, layouts, selecting clusters
 #' signaling_network(
-#'  dominoSignal:::pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
+#'  pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
 #'  scale = "none", norm = "none", layout = "fr", scale_by = "none", 
 #'  vert_scale = 5)
 #' 
@@ -342,8 +345,9 @@ signaling_network <- function(
 #' @export gene_network
 #' @examples
 #' #basic usage
+#' data(pbmc_dom_built_tiny)
 #' gene_network(
-#'  dominoSignal:::pbmc_dom_built_tiny, clust = "CD8_T_cell", 
+#'  pbmc_dom_built_tiny, clust = "CD8_T_cell", 
 #'  OutgoingSignalingClust = "CD14_monocyte")
 #'
 gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL, 
@@ -504,10 +508,11 @@ gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL,
 #' @export feat_heatmap
 #' @examples 
 #' #basic usage
-#' feat_heatmap(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' feat_heatmap(pbmc_dom_built_tiny)
 #' #using thresholds
 #' feat_heatmap(
-#'  dominoSignal:::pbmc_dom_built_tiny, min_thresh = 0.1, 
+#'  pbmc_dom_built_tiny, min_thresh = 0.1, 
 #'   max_thresh = 0.6, norm = TRUE, bool = FALSE)
 #' 
 feat_heatmap <- function(
@@ -627,12 +632,13 @@ feat_heatmap <- function(
 #' @return a Heatmap rendered to the active graphics device
 #' @export cor_heatmap
 #' @examples 
+#' data(pbmc_dom_built_tiny)
 #' #basic usage
-#' cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
+#' cor_heatmap(pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
 #' #show correlations above a specific value
-#' cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
+#' cor_heatmap(pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
 #' #identify combinations that are connected
-#' cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
+#' cor_heatmap(pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
 #'  
 cor_heatmap <- function(
     dom, bool = FALSE, bool_thresh = 0.15, title = TRUE, feats = NULL, recs = NULL,
@@ -723,7 +729,8 @@ cor_heatmap <- function(
 #' @return a ggplot object
 #' @export cor_scatter
 #' @examples
-#' cor_scatter(dominoSignal:::pbmc_dom_built_tiny, "FLI1","CXCR3")
+#' data(pbmc_dom_built_tiny)
+#' cor_scatter(pbmc_dom_built_tiny, "FLI1","CXCR3")
 #'
 cor_scatter <- function(dom, tf, rec, remove_rec_dropout = TRUE, ...) {
   if (remove_rec_dropout) {
@@ -752,12 +759,13 @@ cor_scatter <- function(dom, tf, rec, remove_rec_dropout = TRUE, ...) {
 #' @return renders a circos plot to the active graphics device
 #' @export circos_ligand_receptor
 #' @examples 
+#' data(pbmc_dom_built_tiny)
 #' #basic usage
-#' circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3")
+#' circos_ligand_receptor(pbmc_dom_built_tiny, receptor = "CXCR3")
 #' #specify colors
 #' cols = c("red", "orange", "green", "blue", "pink", "purple", "slategrey", "firebrick", "hotpink")
-#' names(cols) = levels(dom_clusters(dominoSignal:::pbmc_dom_built_tiny))
-#' circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3", cell_colors = cols)
+#' names(cols) = levels(dom_clusters(pbmc_dom_built_tiny))
+#' circos_ligand_receptor(pbmc_dom_built_tiny, receptor = "CXCR3", cell_colors = cols)
 #' 
 circos_ligand_receptor <- function(
     dom, receptor, ligand_expression_threshold = 0.01, cell_idents = NULL,
@@ -890,8 +898,9 @@ circos_ligand_receptor <- function(
 #' @return a Heatmap-class object of features ranked by test_statistic annotated with the proportion of subjects that showed active linkage of the features.
 #' @export
 #' @examples
+#' data(pbmc_dom_built_tiny, tiny_differential_linkage_c1)
 #' plot_differential_linkages(
-#'  differential_linkages = dominoSignal:::tiny_differential_linkage_c1,
+#'  differential_linkages = tiny_differential_linkage_c1,
 #'  test_statistic = "p.value",
 #'  stat_ranking = "ascending"
 #' )
diff --git a/R/processing_fxns.R b/R/processing_fxns.R
index c68532bb..aecd6498 100644
--- a/R/processing_fxns.R
+++ b/R/processing_fxns.R
@@ -13,8 +13,9 @@
 #' @return A domino object with a signaling network built
 #' @export
 #' @examples
+#' data(pbmc_dom_tiny)
 #' pbmc_dom_tiny_built <- build_domino(
-#'  dom = dominoSignal:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
+#'  dom = pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
 #'  max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1
 #' )
 #' 
diff --git a/R/sysdata.rda b/R/sysdata.rda
deleted file mode 100644
index af3c611d4ecf84ee226fb1008023763406e71025..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/R/utils.R b/R/utils.R
index 1fdc88a5..633879fd 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -9,8 +9,9 @@
 #'          a data frame that includes the database information used in the domino object creation
 #' @export
 #' @examples
-#' database_name <- dom_database(dominoSignal:::pbmc_dom_built_tiny)
-#' full_database <- dom_database(dominoSignal:::pbmc_dom_built_tiny, name_only = FALSE)
+#' data(pbmc_dom_built_tiny)
+#' database_name <- dom_database(pbmc_dom_built_tiny)
+#' full_database <- dom_database(pbmc_dom_built_tiny, name_only = FALSE)
 #' 
 dom_database <- function(dom, name_only = TRUE) {
     db <- slot(dom, "db_info")
@@ -29,7 +30,8 @@ dom_database <- function(dom, name_only = TRUE) {
 #' @return  A matrix containing the z-scored gene expression values for each gene (row) by cell (column)
 #' @export
 #' @examples
-#' zscores <- dom_zscores(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' zscores <- dom_zscores(pbmc_dom_built_tiny)
 #'
 dom_zscores <- function(dom) {
     slot(dom, "z_scores")
@@ -43,7 +45,8 @@ dom_zscores <- function(dom) {
 #' @return  A matrix containing the gene expression values for each gene (row) by cell (column)
 #' @export
 #' @examples
-#' counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' counts <- dom_counts(pbmc_dom_built_tiny)
 #' 
 dom_counts <- function(dom) {
     as.matrix(slot(dom, "counts"))
@@ -58,8 +61,9 @@ dom_counts <- function(dom) {
 #' @return  A vector containing either the names of the clusters used OR factors of the cluster label for each individual cell
 #' @export
 #' @examples
-#' cluster_names <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny)
-#' cell_cluster_label <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny, labels = TRUE)
+#' data(pbmc_dom_built_tiny)
+#' cluster_names <- dom_clusters(pbmc_dom_built_tiny)
+#' cell_cluster_label <- dom_clusters(pbmc_dom_built_tiny, labels = TRUE)
 #' 
 dom_clusters <- function(dom, labels = FALSE) {
     clust <- slot(dom, "clusters")
@@ -78,7 +82,8 @@ dom_clusters <- function(dom, labels = FALSE) {
 #' @return  A matrix containing the transcription factor activation scores for each feature (row) by cell (column)
 #' @export
 #' @examples
-#' tf_activation <- dom_tf_activation(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' tf_activation <- dom_tf_activation(pbmc_dom_built_tiny)
 #' 
 dom_tf_activation <- function(dom) {
     slot(dom, "features")
@@ -93,7 +98,8 @@ dom_tf_activation <- function(dom) {
 #' @return  A matrix containing the correlation values for each receptor (row) by transcription factor (column)
 #' @export
 #' @examples
-#' cor_matrix <- dom_correlations(dominoSignal:::pbmc_dom_built_tiny, "rl")
+#' data(pbmc_dom_built_tiny)
+#' cor_matrix <- dom_correlations(pbmc_dom_built_tiny, "rl")
 #' 
 dom_correlations <- function(dom, type = "rl") {
     if (type == "complex") {
@@ -119,8 +125,9 @@ dom_correlations <- function(dom, type = "rl") {
 #' @return  A list containing linkages between some combination of receptors, ligands, transcription factors, and clusters
 #' @export
 #' @examples
-#' complexes <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "complexes")
-#' tf_rec_by_cluster <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "tf-receptor", TRUE)
+#' data(pbmc_dom_built_tiny)
+#' complexes <- dom_linkages(pbmc_dom_built_tiny, "complexes")
+#' tf_rec_by_cluster <- dom_linkages(pbmc_dom_built_tiny, "tf-receptor", TRUE)
 #' 
 dom_linkages <- function(dom, link_type = c(
                             "complexes", "receptor-ligand",
@@ -162,7 +169,8 @@ dom_linkages <- function(dom, link_type = c(
 #'          a data.frame containing the global summed signaling scores between receptors (rows) and ligands (columns) of each cluster
 #' @export
 #' @examples
-#' monocyte_signaling <- dom_signaling(dominoSignal:::pbmc_dom_built_tiny, cluster = "CD14_monocyte")
+#' data(pbmc_dom_built_tiny)
+#' monocyte_signaling <- dom_signaling(pbmc_dom_built_tiny, cluster = "CD14_monocyte")
 #' 
 dom_signaling <- function(dom, cluster = NULL) {
     if (is.null(cluster)) {
@@ -180,7 +188,8 @@ dom_signaling <- function(dom, cluster = NULL) {
 #' @return  A matrix containing the p values for differential expression of transcription factors (rows) in each cluster (columns)
 #' @export
 #' @examples
-#' de_mat <- dom_de(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' de_mat <- dom_de(pbmc_dom_built_tiny)
 #' 
 dom_de <- function(dom) {
     slot(dom, "clust_de")
@@ -195,7 +204,8 @@ dom_de <- function(dom) {
 #'          build parameters that were used in [build_domino()] to infer the signaling network
 #' @export
 #' @examples
-#' build_details <- dom_info(dominoSignal:::pbmc_dom_built_tiny)
+#' data(pbmc_dom_built_tiny)
+#' build_details <- dom_info(pbmc_dom_built_tiny)
 #' 
 dom_info <- function(dom) {
     info <- slot(dom, "misc")
@@ -218,8 +228,9 @@ dom_info <- function(dom) {
 #' @return A vector containing all features, receptors, or ligands in the data set or a list containing all three.
 #' @export
 #' @examples
-#' monocyte_receptors <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
-#' all_tfs <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, return = "features")
+#' data(pbmc_dom_built_tiny)
+#' monocyte_receptors <- dom_network_items(pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
+#' all_tfs <- dom_network_items(pbmc_dom_built_tiny, return = "features")
 #' 
 dom_network_items <- function(dom, clusters = NULL, return = NULL) {
     if (!dom@misc[["build"]]) {
diff --git a/data-raw/testdata.R b/data-raw/tiny_data.R
similarity index 99%
rename from data-raw/testdata.R
rename to data-raw/tiny_data.R
index 4fd4cb13..38b476f0 100644
--- a/data-raw/testdata.R
+++ b/data-raw/tiny_data.R
@@ -290,7 +290,6 @@ tiny_differential_linkage_c2 <- test_differential_linkages(
 usethis::use_data(
   pbmc_dom_built_tiny, complexes_tiny, genes_tiny, proteins_tiny, interactions_tiny,
   pbmc_dom_tiny, regulon_list_tiny, rl_map_tiny, regulons_tiny, clusters_tiny,
-  RNA_count_tiny, RNA_zscore_tiny, auc_tiny, 
-  dom_ls_tiny, linkage_sum_tiny, tiny_differential_linkage_c1, tiny_differential_linkage_c2, 
-  internal = TRUE
+  RNA_count_tiny, RNA_zscore_tiny, auc_tiny,
+  dom_ls_tiny, linkage_sum_tiny, tiny_differential_linkage_c1, tiny_differential_linkage_c2
 )
diff --git a/data/RNA_count_tiny.rda b/data/RNA_count_tiny.rda
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diff --git a/data/pbmc_dom_tiny.rda b/data/pbmc_dom_tiny.rda
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/man/add_rl_column.Rd b/man/add_rl_column.Rd
index 535635bb..d5b13d9d 100644
--- a/man/add_rl_column.Rd
+++ b/man/add_rl_column.Rd
@@ -23,8 +23,9 @@ This function adds a column to the internal rl 'map' used to map all
 receptor and receptor complexes to all ligand and ligand complexes.
 }
 \examples{
+data(rl_map_tiny)
 lr_name <- data.frame("abbrev" = c("L", "R"), "full" = c("Ligand", "Receptor"))
-rl_map_expanded <- add_rl_column(map = dominoSignal:::rl_map_tiny, map_ref = "type_A",
+rl_map_expanded <- add_rl_column(map = rl_map_tiny, map_ref = "type_A",
  conv = lr_name, new_name = "type_A_full")
 
 }
diff --git a/man/build_domino.Rd b/man/build_domino.Rd
index 98db4b88..88eb0fd8 100644
--- a/man/build_domino.Rd
+++ b/man/build_domino.Rd
@@ -35,8 +35,9 @@ preprocessed from create_domino and returns a domino object prepared for
 plotting with the various plotting functions in this package.
 }
 \examples{
+data(pbmc_dom_tiny)
 pbmc_dom_tiny_built <- build_domino(
- dom = dominoSignal:::pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
+ dom = pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
  max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1
 )
 
diff --git a/man/circos_ligand_receptor.Rd b/man/circos_ligand_receptor.Rd
index a3c88ac3..ec152e5a 100644
--- a/man/circos_ligand_receptor.Rd
+++ b/man/circos_ligand_receptor.Rd
@@ -31,11 +31,12 @@ Creates a chord plot of expression of ligands that can activate a specified
 receptor where chord widths correspond to mean ligand expression by the cluster.
 }
 \examples{
+data(pbmc_dom_built_tiny)
 #basic usage
-circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3")
+circos_ligand_receptor(pbmc_dom_built_tiny, receptor = "CXCR3")
 #specify colors
 cols = c("red", "orange", "green", "blue", "pink", "purple", "slategrey", "firebrick", "hotpink")
-names(cols) = levels(dom_clusters(dominoSignal:::pbmc_dom_built_tiny))
-circos_ligand_receptor(dominoSignal:::pbmc_dom_built_tiny, receptor = "CXCR3", cell_colors = cols)
+names(cols) = levels(dom_clusters(pbmc_dom_built_tiny))
+circos_ligand_receptor(pbmc_dom_built_tiny, receptor = "CXCR3", cell_colors = cols)
 
 }
diff --git a/man/cor_heatmap.Rd b/man/cor_heatmap.Rd
index b18efaa1..f7e8172a 100644
--- a/man/cor_heatmap.Rd
+++ b/man/cor_heatmap.Rd
@@ -40,11 +40,12 @@ Creates a heatmap of correlation values between receptors and transcription
 factors either with boolean threshold or with continuous values displayed
 }
 \examples{
+data(pbmc_dom_built_tiny)
 #basic usage
-cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
+cor_heatmap(pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
 #show correlations above a specific value
-cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
+cor_heatmap(pbmc_dom_built_tiny, bool = TRUE, bool_thresh = 0.25)
 #identify combinations that are connected
-cor_heatmap(dominoSignal:::pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
+cor_heatmap(pbmc_dom_built_tiny, bool = FALSE, mark_connections = TRUE)
  
 }
diff --git a/man/cor_scatter.Rd b/man/cor_scatter.Rd
index 5534c7a4..7e663eac 100644
--- a/man/cor_scatter.Rd
+++ b/man/cor_scatter.Rd
@@ -24,6 +24,7 @@ a ggplot object
 Create a correlation plot between transcription factor activation score and receptor
 }
 \examples{
-cor_scatter(dominoSignal:::pbmc_dom_built_tiny, "FLI1","CXCR3")
+data(pbmc_dom_built_tiny)
+cor_scatter(pbmc_dom_built_tiny, "FLI1","CXCR3")
 
 }
diff --git a/man/count_linkage.Rd b/man/count_linkage.Rd
index 6d2f1b6f..7f73f66c 100644
--- a/man/count_linkage.Rd
+++ b/man/count_linkage.Rd
@@ -30,8 +30,9 @@ a data frame with columns for the unique linkage features and the counts of how
 Count occurrences of linkages across multiple domino results from a linkage summary
 }
 \examples{
+data(linkage_sum_tiny)
 count_linkage(
-  linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", 
+  linkage_summary = linkage_sum_tiny, cluster = "C1", 
   group.by = "group", linkage = "rec")
 
 }
diff --git a/man/create_domino.Rd b/man/create_domino.Rd
index e7611f6f..2d10a786 100644
--- a/man/create_domino.Rd
+++ b/man/create_domino.Rd
@@ -60,18 +60,20 @@ domino object prepared for \code{\link[=build_domino]{build_domino()}}, which wi
 network.
 }
 \examples{
+data(rl_map_tiny, regulon_list_tiny, auc_tiny, RNA_count_tiny, RNA_zscore_tiny, clusters_tiny)
+
 pbmc_dom_tiny_all <- create_domino(
- rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
- counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
- clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny, 
- use_clusters = FALSE, use_complexes = FALSE, 
+ rl_map = rl_map_tiny, features = auc_tiny,
+ counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
+ clusters = clusters_tiny, tf_targets = regulon_list_tiny,
+ use_clusters = FALSE, use_complexes = FALSE,
  rec_min_thresh = 0.1, remove_rec_dropout = TRUE,
  tf_selection_method = "all")
 
 pbmc_dom_tiny_clustered <- create_domino(
- rl_map = dominoSignal:::rl_map_tiny, features = dominoSignal:::auc_tiny, 
- counts = dominoSignal:::RNA_count_tiny, z_scores = dominoSignal:::RNA_zscore_tiny,
- clusters = dominoSignal:::clusters_tiny, tf_targets = dominoSignal:::regulon_list_tiny,
+ rl_map = rl_map_tiny, features = auc_tiny,
+ counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
+ clusters = clusters_tiny, tf_targets = regulon_list_tiny,
  use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
 
 }
diff --git a/man/create_regulon_list_scenic.Rd b/man/create_regulon_list_scenic.Rd
index a271da03..02a52e24 100644
--- a/man/create_regulon_list_scenic.Rd
+++ b/man/create_regulon_list_scenic.Rd
@@ -16,6 +16,7 @@ A list where names are transcription factors and the stored values are character
 Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC
 }
 \examples{
-regulon_list_tiny <- create_regulon_list_scenic(regulons = dominoSignal:::regulons_tiny)
+data(regulons_tiny)
+regulon_list_tiny <- create_regulon_list_scenic(regulons = regulons_tiny)
 
 }
diff --git a/man/create_rl_map_cellphonedb.Rd b/man/create_rl_map_cellphonedb.Rd
index 1f6f2e55..a02daa9b 100644
--- a/man/create_rl_map_cellphonedb.Rd
+++ b/man/create_rl_map_cellphonedb.Rd
@@ -42,8 +42,9 @@ Data frame where each row describes a possible receptor-ligand interaction
 Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data.
 }
 \examples{
-rl_map_tiny <- create_rl_map_cellphonedb(genes = dominoSignal:::genes_tiny, 
- proteins = dominoSignal:::proteins_tiny, interactions = dominoSignal:::interactions_tiny, 
- complexes = dominoSignal:::complexes_tiny)
+data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny)
+rl_map_tiny <- create_rl_map_cellphonedb(genes = genes_tiny,
+ proteins = proteins_tiny, interactions = interactions_tiny,
+ complexes =complexes_tiny)
 
 }
diff --git a/man/dom_clusters.Rd b/man/dom_clusters.Rd
index 6722163f..a0b41b1d 100644
--- a/man/dom_clusters.Rd
+++ b/man/dom_clusters.Rd
@@ -18,7 +18,8 @@ A vector containing either the names of the clusters used OR factors of the clus
 A function to pull cluster information from a domino object
 }
 \examples{
-cluster_names <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny)
-cell_cluster_label <- dom_clusters(dominoSignal:::pbmc_dom_built_tiny, labels = TRUE)
+data(pbmc_dom_built_tiny)
+cluster_names <- dom_clusters(pbmc_dom_built_tiny)
+cell_cluster_label <- dom_clusters(pbmc_dom_built_tiny, labels = TRUE)
 
 }
diff --git a/man/dom_correlations.Rd b/man/dom_correlations.Rd
index 142abc2e..2391af4b 100644
--- a/man/dom_correlations.Rd
+++ b/man/dom_correlations.Rd
@@ -18,6 +18,7 @@ A matrix containing the correlation values for each receptor (row) by transcript
 A function to pull receptor-transcription factor correlations from a domino object
 }
 \examples{
-cor_matrix <- dom_correlations(dominoSignal:::pbmc_dom_built_tiny, "rl")
+data(pbmc_dom_built_tiny)
+cor_matrix <- dom_correlations(pbmc_dom_built_tiny, "rl")
 
 }
diff --git a/man/dom_counts.Rd b/man/dom_counts.Rd
index 4777bdd5..33171bf2 100644
--- a/man/dom_counts.Rd
+++ b/man/dom_counts.Rd
@@ -16,6 +16,7 @@ A matrix containing the gene expression values for each gene (row) by cell (colu
 A function to pull gene expression from a domino object
 }
 \examples{
-counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+counts <- dom_counts(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_database.Rd b/man/dom_database.Rd
index 932e49cc..77dc6f7c 100644
--- a/man/dom_database.Rd
+++ b/man/dom_database.Rd
@@ -20,7 +20,8 @@ a data frame that includes the database information used in the domino object cr
 A function to pull database information from a domino object
 }
 \examples{
-database_name <- dom_database(dominoSignal:::pbmc_dom_built_tiny)
-full_database <- dom_database(dominoSignal:::pbmc_dom_built_tiny, name_only = FALSE)
+data(pbmc_dom_built_tiny)
+database_name <- dom_database(pbmc_dom_built_tiny)
+full_database <- dom_database(pbmc_dom_built_tiny, name_only = FALSE)
 
 }
diff --git a/man/dom_de.Rd b/man/dom_de.Rd
index c4a1d2d7..5324b11e 100644
--- a/man/dom_de.Rd
+++ b/man/dom_de.Rd
@@ -16,6 +16,7 @@ A matrix containing the p values for differential expression of transcription fa
 A function to pull differential expression p values from a domino object
 }
 \examples{
-de_mat <- dom_de(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+de_mat <- dom_de(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_info.Rd b/man/dom_info.Rd
index 86a18d13..efa64faf 100644
--- a/man/dom_info.Rd
+++ b/man/dom_info.Rd
@@ -17,6 +17,7 @@ build parameters that were used in \code{\link[=build_domino]{build_domino()}} t
 A function to pull the parameters used when running \code{\link[=build_domino]{build_domino()}} from a domino object
 }
 \examples{
-build_details <- dom_info(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+build_details <- dom_info(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_linkages.Rd b/man/dom_linkages.Rd
index 6ae91e44..a15e59b2 100644
--- a/man/dom_linkages.Rd
+++ b/man/dom_linkages.Rd
@@ -27,7 +27,8 @@ A list containing linkages between some combination of receptors, ligands, trans
 A function to pull linkages from a domino object
 }
 \examples{
-complexes <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "complexes")
-tf_rec_by_cluster <- dom_linkages(dominoSignal:::pbmc_dom_built_tiny, "tf-receptor", TRUE)
+data(pbmc_dom_built_tiny)
+complexes <- dom_linkages(pbmc_dom_built_tiny, "complexes")
+tf_rec_by_cluster <- dom_linkages(pbmc_dom_built_tiny, "tf-receptor", TRUE)
 
 }
diff --git a/man/dom_network_items.Rd b/man/dom_network_items.Rd
index e91d2e02..bf03e4ab 100644
--- a/man/dom_network_items.Rd
+++ b/man/dom_network_items.Rd
@@ -23,7 +23,8 @@ comparing signaling networks across two separate conditions. In order to run
 this \code{\link[=build_domino]{build_domino()}} must be run on the object previously.
 }
 \examples{
-monocyte_receptors <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
-all_tfs <- dom_network_items(dominoSignal:::pbmc_dom_built_tiny, return = "features")
+data(pbmc_dom_built_tiny)
+monocyte_receptors <- dom_network_items(pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
+all_tfs <- dom_network_items(pbmc_dom_built_tiny, return = "features")
 
 }
diff --git a/man/dom_signaling.Rd b/man/dom_signaling.Rd
index 0d099fff..f7ff2f40 100644
--- a/man/dom_signaling.Rd
+++ b/man/dom_signaling.Rd
@@ -19,6 +19,7 @@ a data.frame containing the global summed signaling scores between receptors (ro
 A function to pull signaling matrices from a domino object
 }
 \examples{
-monocyte_signaling <- dom_signaling(dominoSignal:::pbmc_dom_built_tiny, cluster = "CD14_monocyte")
+data(pbmc_dom_built_tiny)
+monocyte_signaling <- dom_signaling(pbmc_dom_built_tiny, cluster = "CD14_monocyte")
 
 }
diff --git a/man/dom_tf_activation.Rd b/man/dom_tf_activation.Rd
index 0e699957..b235b5be 100644
--- a/man/dom_tf_activation.Rd
+++ b/man/dom_tf_activation.Rd
@@ -16,6 +16,7 @@ A matrix containing the transcription factor activation scores for each feature
 A function to pull transcription factor activation scores from a domino object
 }
 \examples{
-tf_activation <- dom_tf_activation(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+tf_activation <- dom_tf_activation(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_zscores.Rd b/man/dom_zscores.Rd
index d7eec285..bc704506 100644
--- a/man/dom_zscores.Rd
+++ b/man/dom_zscores.Rd
@@ -16,6 +16,7 @@ A matrix containing the z-scored gene expression values for each gene (row) by c
 A function to pull z-scored expression from a domino object
 }
 \examples{
-zscores <- dom_zscores(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+zscores <- dom_zscores(pbmc_dom_built_tiny)
 
 }
diff --git a/man/feat_heatmap.Rd b/man/feat_heatmap.Rd
index 3dda8ce7..40fea294 100644
--- a/man/feat_heatmap.Rd
+++ b/man/feat_heatmap.Rd
@@ -50,10 +50,11 @@ activation scores) by cells organized by cluster.
 }
 \examples{
 #basic usage
-feat_heatmap(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+feat_heatmap(pbmc_dom_built_tiny)
 #using thresholds
 feat_heatmap(
- dominoSignal:::pbmc_dom_built_tiny, min_thresh = 0.1, 
+ pbmc_dom_built_tiny, min_thresh = 0.1, 
   max_thresh = 0.6, norm = TRUE, bool = FALSE)
 
 }
diff --git a/man/gene_network.Rd b/man/gene_network.Rd
index 55a7f6ee..d5f48eea 100644
--- a/man/gene_network.Rd
+++ b/man/gene_network.Rd
@@ -43,8 +43,9 @@ will be included in the plot.
 }
 \examples{
 #basic usage
+data(pbmc_dom_built_tiny)
 gene_network(
- dominoSignal:::pbmc_dom_built_tiny, clust = "CD8_T_cell", 
+ pbmc_dom_built_tiny, clust = "CD8_T_cell", 
  OutgoingSignalingClust = "CD14_monocyte")
 
 }
diff --git a/man/incoming_signaling_heatmap.Rd b/man/incoming_signaling_heatmap.Rd
index e3b69668..cc4c375e 100644
--- a/man/incoming_signaling_heatmap.Rd
+++ b/man/incoming_signaling_heatmap.Rd
@@ -47,7 +47,8 @@ the cl_signaling_matrices slot of a domino option as an alternative to this
 plotting function.
 }
 \examples{
+data(pbmc_dom_built_tiny)
 #incoming signaling of the CD8  T cells
-incoming_signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, "CD8_T_cell")
+incoming_signaling_heatmap(pbmc_dom_built_tiny, "CD8_T_cell")
 
 }
diff --git a/man/mean_ligand_expression.Rd b/man/mean_ligand_expression.Rd
index 538b6b76..2b0cd4a4 100644
--- a/man/mean_ligand_expression.Rd
+++ b/man/mean_ligand_expression.Rd
@@ -25,7 +25,8 @@ Creates a data frame of mean ligand expression for use in plotting a circos
 plot of ligand expression and saving tables of mean expression.
 }
 \examples{
-counts <- dom_counts(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+counts <- dom_counts(pbmc_dom_built_tiny)
 mean_exp <- mean_ligand_expression(counts,
  ligands = c("PTPRC", "FASLG"), cell_ident = "CD14_monocyte",
  cell_barcodes = colnames(counts), destination = "FAS")
diff --git a/man/plot_differential_linkages.Rd b/man/plot_differential_linkages.Rd
index 9aa94919..8a71c23d 100644
--- a/man/plot_differential_linkages.Rd
+++ b/man/plot_differential_linkages.Rd
@@ -30,8 +30,9 @@ a Heatmap-class object of features ranked by test_statistic annotated with the p
 Plot differential linkages among domino results ranked by a comparative statistic
 }
 \examples{
+data(pbmc_dom_built_tiny, tiny_differential_linkage_c1)
 plot_differential_linkages(
- differential_linkages = dominoSignal:::tiny_differential_linkage_c1,
+ differential_linkages = tiny_differential_linkage_c1,
  test_statistic = "p.value",
  stat_ranking = "ascending"
 )
diff --git a/man/print-domino-method.Rd b/man/print-domino-method.Rd
index dd1562b9..e25471a6 100644
--- a/man/print-domino-method.Rd
+++ b/man/print-domino-method.Rd
@@ -16,7 +16,8 @@ a printed description of the number of cell clusters in the object
 Prints a summary of a domino object
 }
 \examples{
-print(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+print(pbmc_dom_built_tiny)
 
 }
 \keyword{internal}
diff --git a/man/rename_clusters.Rd b/man/rename_clusters.Rd
index 5a7259d5..28ec41a4 100644
--- a/man/rename_clusters.Rd
+++ b/man/rename_clusters.Rd
@@ -26,8 +26,9 @@ domino object prepared for \code{\link[=build_domino]{build_domino()}}, which wi
 network.
 }
 \examples{
+data(pbmc_dom_built_tiny)
 new_clust <- c("CD8_T_cell" = "CD8+ T Cells",
  "CD14_monocyte" = "CD14+ Monocytes", "B_cell" = "B Cells")
-pbmc_dom_built_tiny <- rename_clusters(dominoSignal:::pbmc_dom_built_tiny, new_clust)
+pbmc_dom_built_tiny <- rename_clusters(pbmc_dom_built_tiny, new_clust)
 
 }
diff --git a/man/show-domino-method.Rd b/man/show-domino-method.Rd
index c71ca008..7df2c910 100644
--- a/man/show-domino-method.Rd
+++ b/man/show-domino-method.Rd
@@ -16,9 +16,8 @@ a printed description of the number of cells in a domino object and its build st
 Shows content overview of domino object
 }
 \examples{
-dominoSignal:::pbmc_dom_built_tiny
-
-show(dominoSignal:::pbmc_dom_built_tiny)
+data(pbmc_dom_built_tiny)
+show(pbmc_dom_built_tiny)
 
 }
 \keyword{internal}
diff --git a/man/signaling_heatmap.Rd b/man/signaling_heatmap.Rd
index 7c8dffa2..25a8c69d 100644
--- a/man/signaling_heatmap.Rd
+++ b/man/signaling_heatmap.Rd
@@ -37,11 +37,12 @@ Creates a heatmap of the signaling network. Alternatively, the network
 matrix can be accessed directly in the signaling slot of a domino object.
 }
 \examples{
+data(pbmc_dom_built_tiny)
 #basic usage
-signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny)
+signaling_heatmap(pbmc_dom_built_tiny)
 #scale
-signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, scale = "sqrt")
+signaling_heatmap(pbmc_dom_built_tiny, scale = "sqrt")
 #normalize
-signaling_heatmap(dominoSignal:::pbmc_dom_built_tiny, normalize = "rec_norm")
+signaling_heatmap(pbmc_dom_built_tiny, normalize = "rec_norm")
 
 }
diff --git a/man/signaling_network.Rd b/man/signaling_network.Rd
index f284e27e..fcb46207 100644
--- a/man/signaling_network.Rd
+++ b/man/signaling_network.Rd
@@ -62,11 +62,12 @@ and directed edges indicate signaling from one cluster to another. Edges are
 colored based on the color scheme of the ligand expressing cluster.
 }
 \examples{
+data(pbmc_dom_built_tiny)
 #basic usage
-signaling_network(dominoSignal:::pbmc_dom_built_tiny)
+signaling_network(pbmc_dom_built_tiny)
 # scaling, thresholds, layouts, selecting clusters
 signaling_network(
- dominoSignal:::pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
+ pbmc_dom_built_tiny, showOutgoingSignalingClusts = "CD14_monocyte", 
  scale = "none", norm = "none", layout = "fr", scale_by = "none", 
  vert_scale = 5)
 
diff --git a/man/summarize_linkages.Rd b/man/summarize_linkages.Rd
index 0c492bb6..f5cfe48f 100644
--- a/man/summarize_linkages.Rd
+++ b/man/summarize_linkages.Rd
@@ -20,7 +20,8 @@ A linkage summary class object consisting of nested lists of the active transcri
 Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates.
 }
 \examples{
-dom_ls <- dominoSignal:::dom_ls_tiny
+data(dom_ls_tiny)
+dom_ls <- dom_ls_tiny
 meta_df <- data.frame("ID" = c("dom1", "dom2"), "group" = c("A", "B"))
 summarize_linkages(
  domino_results = dom_ls, subject_meta = meta_df, 
diff --git a/man/test_differential_linkages.Rd b/man/test_differential_linkages.Rd
index 283f72c8..5cc86e1c 100644
--- a/man/test_differential_linkages.Rd
+++ b/man/test_differential_linkages.Rd
@@ -48,8 +48,9 @@ a data frame of results from the test of the differential linkages. Rows corresp
 Statistical test for differential linkages across multiple domino results
 }
 \examples{
+data(linkage_sum_tiny)
 test_differential_linkages(
-  linkage_summary = dominoSignal:::linkage_sum_tiny, cluster = "C1", group.by = "group", 
+  linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
   linkage = "rec", test_name = "fishers.exact"
 )
 
diff --git a/tests/testthat/test-convenience_fxns.R b/tests/testthat/test-convenience_fxns.R
index 80d291b8..b2125161 100644
--- a/tests/testthat/test-convenience_fxns.R
+++ b/tests/testthat/test-convenience_fxns.R
@@ -1,7 +1,8 @@
 test_that("rename_clusters function works correctly", {
   # Test domino object:
-  dom <- dominoSignal:::pbmc_dom_built_tiny
-  
+  data(pbmc_dom_built_tiny)
+  dom <- pbmc_dom_built_tiny
+
   # Define the cluster conversion, Z/new_clust does not match data intentionally
   clust_conv <- c("W", "X", "Y", "Z")
   names(clust_conv) <- c(levels(dom@clusters[1:3]), "new_clust")
diff --git a/tests/testthat/test-import_fxns.R b/tests/testthat/test-import_fxns.R
index e5acbade..2a424854 100644
--- a/tests/testthat/test-import_fxns.R
+++ b/tests/testthat/test-import_fxns.R
@@ -3,6 +3,7 @@
 ## large scale test that processing functions generate results matching the state of the code in v0.2.1
 test_that("creation of rl_map from CellPhoneDB v4 input", {
   # use rl_map created in domino2 v0.2.1
+  data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny, rl_map_tiny)
   rl_map <- create_rl_map_cellphonedb(
     genes = genes_tiny,
     proteins = proteins_tiny,
@@ -14,6 +15,7 @@ test_that("creation of rl_map from CellPhoneDB v4 input", {
 
 test_that("formating of SCENIC regulons output as a list", {
   # use regulon list created in domino2 v0.2.1
+  data(regulons_tiny, regulon_list_tiny)
   regulon_ls <- create_regulon_list_scenic(regulons = regulons_tiny)
   expect_equal(regulon_ls, regulon_list_tiny)
 })
@@ -25,6 +27,8 @@ test_that("creation of a domino object from SCENIC and CellPhoneDB inputs", {
   # minimal expression data from 360 cells in 3 cell types,
   # expression features for 16 genes
   # 360 cell barcodes have annotations of cell type assignment in clusters_tiny
+  data(rl_map_tiny, regulon_list_tiny, auc_tiny, 
+       RNA_count_tiny, RNA_zscore_tiny, clusters_tiny, pbmc_dom_tiny)
   pbmc_dom <- create_domino(
     rl_map = rl_map_tiny,
     features = auc_tiny,
@@ -46,6 +50,7 @@ test_that("creation of a domino object from SCENIC and CellPhoneDB inputs", {
 test_that("building a domino object under set parameters", {
   # built domino object created in domino2 v0.2.1
   # domino object created in domino2 v0.2.1
+  data(pbmc_dom_built_tiny, pbmc_dom_tiny)
   pbmc_dom_built <- build_domino(
     dom = pbmc_dom_tiny,
     min_tf_pval = .05,
@@ -77,6 +82,7 @@ test_that("building a domino object under set parameters", {
 })
 
 test_that("create_rl_map_cellphonedb fails on wrong input arg type.", {
+  data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny)
 
   expect_error(create_rl_map_cellphonedb(
     genes = list(), proteins = proteins_tiny,
@@ -114,9 +120,9 @@ test_that("create_rl_map_cellphonedb fails on wrong input arg type.", {
 
 test_that("create_domino fails on wrong input arg type.", {
   #bad rl map
+  data(rl_map_tiny, auc_tiny, RNA_count_tiny, RNA_zscore_tiny, clusters_tiny)
   bad_rl_map <- "rl_map"
   expect_error(create_domino(bad_rl_map,
-                             features_tiny,
                              counts = RNA_count_tiny,
                              z_scores = RNA_zscore_tiny,
                              clusters = clusters_tiny),
@@ -125,7 +131,6 @@ test_that("create_domino fails on wrong input arg type.", {
   bad_rl_map <- rl_map_tiny
   colnames(bad_rl_map) <- paste(colnames(bad_rl_map), "qq")
   expect_error(create_domino(bad_rl_map,
-                             features_tiny,
                              counts = RNA_count_tiny,
                              z_scores = RNA_zscore_tiny,
                              clusters = clusters_tiny),
diff --git a/tests/testthat/test-processing_fxns.R b/tests/testthat/test-processing_fxns.R
index b2fd06de..894afb01 100644
--- a/tests/testthat/test-processing_fxns.R
+++ b/tests/testthat/test-processing_fxns.R
@@ -2,6 +2,7 @@
 
 test_that("build_domino runs correctly", {
   # use rl_map created in domino2 v0.2.1
+  data(pbmc_dom_built_tiny, pbmc_dom_tiny)
   dom_build <- build_domino(
     pbmc_dom_tiny,
     min_tf_pval = .05,

From a0928b65e604197f7d81c6ad035d6c444b681144 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Fri, 21 Jun 2024 20:17:23 -0400
Subject: [PATCH 12/35] rework examples

---
 R/class_definitions.R                 |   4 +-
 R/convenience_fxns.R                  |   2 +-
 R/data.R                              |  59 ++++++++++++++++++++++++++
 R/differential_fxns.R                 |  48 +++++++++++++++++----
 R/import_fxns.R                       |  50 ++++++++++++----------
 R/plot_fxns.R                         |  23 +++++-----
 R/processing_fxns.R                   |  10 +++--
 R/utils.R                             |  22 +++++-----
 data-raw/tiny_data.R                  |  40 ++++++++++++-----
 data/CellPhoneDB.RData                | Bin 0 -> 1444 bytes
 data/PBMC.RData                       | Bin 0 -> 10028 bytes
 data/RNA_count_tiny.rda               | Bin 2775 -> 0 bytes
 data/RNA_zscore_tiny.rda              | Bin 5300 -> 0 bytes
 data/SCENIC.RData                     | Bin 0 -> 23066 bytes
 data/auc_tiny.rda                     | Bin 14235 -> 0 bytes
 data/clusters_tiny.rda                | Bin 1873 -> 0 bytes
 data/complexes_tiny.rda               | Bin 487 -> 0 bytes
 data/dom_ls_tiny.rda                  | Bin 30265 -> 0 bytes
 data/genes_tiny.rda                   | Bin 403 -> 0 bytes
 data/interactions_tiny.rda            | Bin 431 -> 0 bytes
 data/linkage_sum_tiny.rda             | Bin 585 -> 0 bytes
 data/mockdata.RData                   | Bin 0 -> 51908 bytes
 data/pbmc_dom_built_tiny.rda          | Bin 24474 -> 0 bytes
 data/pbmc_dom_tiny.rda                | Bin 24103 -> 0 bytes
 data/proteins_tiny.rda                | Bin 762 -> 0 bytes
 data/regulon_list_tiny.rda            | Bin 1606 -> 0 bytes
 data/regulons_tiny.rda                | Bin 7263 -> 0 bytes
 data/rl_map_tiny.rda                  | Bin 555 -> 0 bytes
 data/tiny_differential_linkage_c1.rda | Bin 393 -> 0 bytes
 data/tiny_differential_linkage_c2.rda | Bin 374 -> 0 bytes
 man/CellPhoneDB.Rd                    |  25 +++++++++++
 man/PBMC.Rd                           |  24 +++++++++++
 man/SCENIC.Rd                         |  23 ++++++++++
 man/add_rl_column.Rd                  |   4 +-
 man/build_domino.Rd                   |  10 +++--
 man/circos_ligand_receptor.Rd         |   2 +-
 man/cor_heatmap.Rd                    |   2 +-
 man/cor_scatter.Rd                    |   2 +-
 man/count_linkage.Rd                  |   4 +-
 man/create_domino.Rd                  |  25 ++++++-----
 man/create_regulon_list_scenic.Rd     |   4 +-
 man/create_rl_map_cellphonedb.Rd      |   9 ++--
 man/dom_clusters.Rd                   |   2 +-
 man/dom_correlations.Rd               |   2 +-
 man/dom_counts.Rd                     |   2 +-
 man/dom_database.Rd                   |   2 +-
 man/dom_de.Rd                         |   2 +-
 man/dom_info.Rd                       |   2 +-
 man/dom_linkages.Rd                   |   2 +-
 man/dom_network_items.Rd              |   2 +-
 man/dom_signaling.Rd                  |   2 +-
 man/dom_tf_activation.Rd              |   2 +-
 man/dom_zscores.Rd                    |   2 +-
 man/feat_heatmap.Rd                   |   4 +-
 man/gene_network.Rd                   |   2 +-
 man/incoming_signaling_heatmap.Rd     |   2 +-
 man/mean_ligand_expression.Rd         |   2 +-
 man/mockdata.Rd                       |  22 ++++++++++
 man/plot_differential_linkages.Rd     |   5 ++-
 man/print-domino-method.Rd            |   2 +-
 man/rename_clusters.Rd                |   2 +-
 man/show-domino-method.Rd             |   2 +-
 man/signaling_heatmap.Rd              |   2 +-
 man/signaling_network.Rd              |   2 +-
 man/summarize_linkages.Rd             |  40 +++++++++++++++--
 man/test_differential_linkages.Rd     |   4 +-
 66 files changed, 378 insertions(+), 127 deletions(-)
 create mode 100644 R/data.R
 create mode 100644 data/CellPhoneDB.RData
 create mode 100644 data/PBMC.RData
 delete mode 100644 data/RNA_count_tiny.rda
 delete mode 100644 data/RNA_zscore_tiny.rda
 create mode 100644 data/SCENIC.RData
 delete mode 100644 data/auc_tiny.rda
 delete mode 100644 data/clusters_tiny.rda
 delete mode 100644 data/complexes_tiny.rda
 delete mode 100644 data/dom_ls_tiny.rda
 delete mode 100644 data/genes_tiny.rda
 delete mode 100644 data/interactions_tiny.rda
 delete mode 100644 data/linkage_sum_tiny.rda
 create mode 100644 data/mockdata.RData
 delete mode 100644 data/pbmc_dom_built_tiny.rda
 delete mode 100644 data/pbmc_dom_tiny.rda
 delete mode 100644 data/proteins_tiny.rda
 delete mode 100644 data/regulon_list_tiny.rda
 delete mode 100644 data/regulons_tiny.rda
 delete mode 100644 data/rl_map_tiny.rda
 delete mode 100644 data/tiny_differential_linkage_c1.rda
 delete mode 100644 data/tiny_differential_linkage_c2.rda
 create mode 100644 man/CellPhoneDB.Rd
 create mode 100644 man/PBMC.Rd
 create mode 100644 man/SCENIC.Rd
 create mode 100644 man/mockdata.Rd

diff --git a/R/class_definitions.R b/R/class_definitions.R
index 2e6107bb..3c9efead 100644
--- a/R/class_definitions.R
+++ b/R/class_definitions.R
@@ -78,7 +78,7 @@ linkage_summary <- setClass(
 #' @return a printed description of the number of cell clusters in the object
 #' @keywords internal
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' print(pbmc_dom_built_tiny)
 #'
 setMethod("print", "domino", function(x, ...) {
@@ -106,7 +106,7 @@ setMethod("print", "domino", function(x, ...) {
 #' @return a printed description of the number of cells in a domino object and its build status
 #' @keywords internal
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' show(pbmc_dom_built_tiny)
 #' 
 setMethod("show", "domino", function(object) {
diff --git a/R/convenience_fxns.R b/R/convenience_fxns.R
index 8babbc0a..7d64e53d 100644
--- a/R/convenience_fxns.R
+++ b/R/convenience_fxns.R
@@ -19,7 +19,7 @@ NULL
 #' @return A domino object with clusters renamed in all applicable slots.
 #' @export
 #' @examples 
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' new_clust <- c("CD8_T_cell" = "CD8+ T Cells",
 #'  "CD14_monocyte" = "CD14+ Monocytes", "B_cell" = "B Cells")
 #' pbmc_dom_built_tiny <- rename_clusters(pbmc_dom_built_tiny, new_clust)
diff --git a/R/data.R b/R/data.R
new file mode 100644
index 00000000..b06fdd04
--- /dev/null
+++ b/R/data.R
@@ -0,0 +1,59 @@
+#' SCENIC AUC subset
+#'
+#' A subset of SCENIC AUCs as applied to PBMC data.
+#'
+#' @format A list of:
+#' \describe{
+#'  \item{auc_tiny}{A subset of SCENIC AUCs}
+#'  \item{regulons_tiny}{A subset of SCENIC regulons}
+#' }
+#'
+#' @source <https://zenodo.org/records/10951634/files>
+"SCENIC"
+
+
+#' PBMC RNAseq data subset
+#'
+#' A subset of the results of PBMC RNA-seq data.
+#'
+#' @format A list of::
+#' \describe{
+#'  \item{RNA_count_tiny}{A subset of PBMC RNA-seq data: counts assay}
+#'  \item{RNA_zscore_tiny}{A subset of PBMC RNA-seq data: zscore assay}
+#'  \item{clusters_tiny}{A subset of PBMC RNA-seq data: clusters as defined by cell_type}
+#' }
+#'
+#' @source <https://zenodo.org/records/10951634/files/pbmc3k_sce.rds>
+"PBMC"
+
+
+#' CellPhoneDB subset
+#'
+#' A list of four subsets of CellPhoneDB data.
+#'
+#'
+#' @format A list of:
+#' \describe{
+#'  \item{genes_tiny}{A subet of CellPhoneDB gene_input.csv}
+#'  \item{proteins_tiny}{A subset of CellPhoneDB protein_input.csv}
+#'  \item{complexes_tiny}{A subset of CellPhoneDB complex_input.csv}
+#'  \item{interactions_tiny}{A subset of CellPhoneDB interaction_input.csv}
+#' }
+#' 
+#' @source <https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz>
+"CellPhoneDB"
+
+#' dominoSignal object mocks
+#'
+#' A list of four mocks of dominoSignal data.
+#'
+#'
+#' @format A list of:
+#' \describe{
+#'  \item{dom_ls_tiny}{List of two differential domino objecs}
+#'  \item{linkage_sum_tiny}{Mock of linkage summary}
+#'  \item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
+#'  \item{tiny_differential_linkage_c2}{Another example of diff linkage}
+#' }
+#'
+"mockdata"
\ No newline at end of file
diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index ac8f4ed3..c2338662 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -12,14 +12,46 @@ NULL
 #' @return A linkage summary class object consisting of nested lists of the active transcription factors, active receptors, and incoming ligands for each cluster across multiple domino results.
 #' @export
 #' @examples
-#' data(dom_ls_tiny)
-#' dom_ls <- dom_ls_tiny
+#' example(build_domino)
+#' 
+#' #create alternative clustering
+#' clusters_tiny_alt <- setNames(c(121:240, 1:120, 241:360), names(PBMC$clusters_tiny))
+#' clusters_tiny_alt <- as.factor(clusters_tiny_alt)
+#' 
+#' #build an alternative domino object
+#' pbmc_dom_tiny_alt <- create_domino(
+#'   rl_map = rl_map_tiny,
+#'   features = SCENIC$auc_tiny,
+#'   counts = PBMC$RNA_count_tiny,
+#'   z_scores = PBMC$RNA_zscore_tiny,
+#'   clusters = clusters_tiny_alt,
+#'   tf_targets = regulon_list_tiny,
+#'   use_clusters = TRUE,
+#'   use_complexes = TRUE,
+#'   remove_rec_dropout = FALSE
+#' )
+#' 
+#' pbmc_dom_built_tiny_alt <- build_domino(
+#'   dom = pbmc_dom_tiny_alt,
+#'   min_tf_pval = .05,
+#'   max_tf_per_clust = Inf,
+#'   max_rec_per_tf = Inf,
+#'   rec_tf_cor_threshold = .1,
+#'   min_rec_percentage = 0.01
+#' )
+#'
+#' #create a list of domino objects
+#' dom_ls <- list(
+#'  dom1 = pbmc_dom_built_tiny,
+#'  dom2 = pbmc_dom_built_tiny_alt
+#')
+#'
+#' #compare the linkages across the two domino objects
 #' meta_df <- data.frame("ID" = c("dom1", "dom2"), "group" = c("A", "B"))
 #' summarize_linkages(
-#'  domino_results = dom_ls, subject_meta = meta_df, 
+#'  domino_results = dom_ls, subject_meta = meta_df,
 #'  subject_names = meta_df$ID
 #')
-#' 
 summarize_linkages <- function(domino_results, subject_meta, subject_names = NULL) {
   if (!is(domino_results, "list")) {
     stop("domino_results must be provided as a named list where names correspond to subject names")
@@ -108,9 +140,9 @@ summarize_linkages <- function(domino_results, subject_meta, subject_names = NUL
 #' @return a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.
 #' @export
 #' @examples
-#' data(linkage_sum_tiny)
+#' data(mockdata)
 #' count_linkage(
-#'   linkage_summary = linkage_sum_tiny, cluster = "C1", 
+#'   linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", 
 #'   group.by = "group", linkage = "rec")
 #' 
 count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "rec_lig", subject_names = NULL) {
@@ -171,9 +203,9 @@ count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "
 #' }
 #' @export
 #' @examples
-#' data(linkage_sum_tiny)
+#' data(mockdata)
 #' test_differential_linkages(
-#'   linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
+#'   linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", group.by = "group",
 #'   linkage = "rec", test_name = "fishers.exact"
 #' )
 #' 
diff --git a/R/import_fxns.R b/R/import_fxns.R
index a1733fb5..5ecc4238 100644
--- a/R/import_fxns.R
+++ b/R/import_fxns.R
@@ -22,10 +22,11 @@ NULL
 #' @return Data frame where each row describes a possible receptor-ligand interaction
 #' @export create_rl_map_cellphonedb
 #' @examples
-#' data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny)
-#' rl_map_tiny <- create_rl_map_cellphonedb(genes = genes_tiny,
-#'  proteins = proteins_tiny, interactions = interactions_tiny,
-#'  complexes =complexes_tiny)
+#' data(CellPhoneDB)
+#' rl_map_tiny <- create_rl_map_cellphonedb(genes = CellPhoneDB$genes_tiny,
+#'  proteins = CellPhoneDB$proteins_tiny,
+#'  interactions = CellPhoneDB$interactions_tiny,
+#'  complexes =CellPhoneDB$complexes_tiny)
 #' 
 create_rl_map_cellphonedb <- function(
     genes, proteins, interactions, complexes = NULL, database_name = "CellPhoneDB",
@@ -243,8 +244,8 @@ create_rl_map_cellphonedb <- function(
 #' @return A list where names are transcription factors and the stored values are character vectors of genes in the inferred regulons
 #' @export create_regulon_list_scenic
 #' @examples
-#' data(regulons_tiny)
-#' regulon_list_tiny <- create_regulon_list_scenic(regulons = regulons_tiny)
+#' data(SCENIC)
+#' regulon_list_tiny <- create_regulon_list_scenic(regulons = SCENIC$regulons_tiny)
 #'
 create_regulon_list_scenic <- function(regulons) {
   if (is(regulons, "character")) {
@@ -295,23 +296,26 @@ create_regulon_list_scenic <- function(regulons) {
 #' @param tf_variance_quantile What proportion of variable features to take if using variance to threshold features. Default is 0.5. Higher numbers will keep more features. Ignored if tf_selection_method is not 'variable'
 #' @return A domino object
 #' @export create_domino
-#' @examples 
-#' data(rl_map_tiny, regulon_list_tiny, auc_tiny, RNA_count_tiny, RNA_zscore_tiny, clusters_tiny)
-#' 
-#' pbmc_dom_tiny_all <- create_domino(
-#'  rl_map = rl_map_tiny, features = auc_tiny,
-#'  counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
-#'  clusters = clusters_tiny, tf_targets = regulon_list_tiny,
+#' @examples
+#' example(create_rl_map_cellphonedb)
+#' example(create_regulon_list_scenic)
+#' data(SCENIC)
+#' data(PBMC)
+#'
+#' pbmc_dom_tiny <- create_domino(
+#'  rl_map = rl_map_tiny, features = SCENIC$auc_tiny,
+#'  counts = PBMC$RNA_count_tiny, z_scores = PBMC$RNA_zscore_tiny,
+#'  clusters = PBMC$clusters_tiny, tf_targets = regulon_list_tiny,
+#'  use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
+#'
+#' pbmc_dom_tiny_no_clusters <- create_domino(
+#'  rl_map = rl_map_tiny, features = SCENIC$auc_tiny,
+#'  counts = PBMC$RNA_count_tiny, z_scores =PBMC$RNA_zscore_tiny,
+#'  clusters = PBMC$clusters_tiny, tf_targets = regulon_list_tiny,
 #'  use_clusters = FALSE, use_complexes = FALSE,
 #'  rec_min_thresh = 0.1, remove_rec_dropout = TRUE,
 #'  tf_selection_method = "all")
-#' 
-#' pbmc_dom_tiny_clustered <- create_domino(
-#'  rl_map = rl_map_tiny, features = auc_tiny,
-#'  counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
-#'  clusters = clusters_tiny, tf_targets = regulon_list_tiny,
-#'  use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
-#' 
+#'
 create_domino <- function(
     rl_map, features, counts = NULL, z_scores = NULL,
     clusters = NULL, use_clusters = TRUE, tf_targets = NULL, verbose = TRUE,
@@ -637,10 +641,10 @@ convert_genes <- function(
 #' @return An updated RL signaling data frame
 #' @export
 #' @examples 
-#' data(rl_map_tiny)
+#' example(create_rl_map_cellphonedb)
 #' lr_name <- data.frame("abbrev" = c("L", "R"), "full" = c("Ligand", "Receptor"))
 #' rl_map_expanded <- add_rl_column(map = rl_map_tiny, map_ref = "type_A",
-#'  conv = lr_name, new_name = "type_A_full")
+#' conv = lr_name, new_name = "type_A_full")
 #' 
 add_rl_column <- function(map, map_ref, conv, new_name) {
   map_in_ref <- match(map[[map_ref]], conv[, 1])
@@ -680,7 +684,7 @@ add_rl_column <- function(map, map_ref, conv, new_name) {
 #' @return A data frame of ligand expression targeting the specified receptor
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' counts <- dom_counts(pbmc_dom_built_tiny)
 #' mean_exp <- mean_ligand_expression(counts,
 #'  ligands = c("PTPRC", "FASLG"), cell_ident = "CD14_monocyte",
diff --git a/R/plot_fxns.R b/R/plot_fxns.R
index e88beaa9..5291eb48 100644
--- a/R/plot_fxns.R
+++ b/R/plot_fxns.R
@@ -22,7 +22,7 @@ NULL
 #' @return a Heatmap rendered to the active graphics device
 #' @export signaling_heatmap
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' #basic usage
 #' signaling_heatmap(pbmc_dom_built_tiny)
 #' #scale
@@ -93,7 +93,7 @@ signaling_heatmap <- function(
 #' @return a Heatmap rendered to the active graphics device
 #' @export incoming_signaling_heatmap
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' #incoming signaling of the CD8  T cells
 #' incoming_signaling_heatmap(pbmc_dom_built_tiny, "CD8_T_cell")
 #'
@@ -194,7 +194,7 @@ incoming_signaling_heatmap <- function(
 #' @return an igraph rendered to the active graphics device
 #' @export signaling_network
 #' @examples 
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' #basic usage
 #' signaling_network(pbmc_dom_built_tiny)
 #' # scaling, thresholds, layouts, selecting clusters
@@ -345,7 +345,7 @@ signaling_network <- function(
 #' @export gene_network
 #' @examples
 #' #basic usage
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' gene_network(
 #'  pbmc_dom_built_tiny, clust = "CD8_T_cell", 
 #'  OutgoingSignalingClust = "CD14_monocyte")
@@ -508,12 +508,12 @@ gene_network <- function(dom, clust = NULL, OutgoingSignalingClust = NULL,
 #' @export feat_heatmap
 #' @examples 
 #' #basic usage
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' feat_heatmap(pbmc_dom_built_tiny)
 #' #using thresholds
 #' feat_heatmap(
 #'  pbmc_dom_built_tiny, min_thresh = 0.1, 
-#'   max_thresh = 0.6, norm = TRUE, bool = FALSE)
+#'  max_thresh = 0.6, norm = TRUE, bool = FALSE)
 #' 
 feat_heatmap <- function(
     dom, feats = NULL, bool = FALSE, bool_thresh = 0.2, title = TRUE, norm = FALSE,
@@ -632,7 +632,7 @@ feat_heatmap <- function(
 #' @return a Heatmap rendered to the active graphics device
 #' @export cor_heatmap
 #' @examples 
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' #basic usage
 #' cor_heatmap(pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
 #' #show correlations above a specific value
@@ -729,7 +729,7 @@ cor_heatmap <- function(
 #' @return a ggplot object
 #' @export cor_scatter
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' cor_scatter(pbmc_dom_built_tiny, "FLI1","CXCR3")
 #'
 cor_scatter <- function(dom, tf, rec, remove_rec_dropout = TRUE, ...) {
@@ -759,7 +759,7 @@ cor_scatter <- function(dom, tf, rec, remove_rec_dropout = TRUE, ...) {
 #' @return renders a circos plot to the active graphics device
 #' @export circos_ligand_receptor
 #' @examples 
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' #basic usage
 #' circos_ligand_receptor(pbmc_dom_built_tiny, receptor = "CXCR3")
 #' #specify colors
@@ -898,9 +898,10 @@ circos_ligand_receptor <- function(
 #' @return a Heatmap-class object of features ranked by test_statistic annotated with the proportion of subjects that showed active linkage of the features.
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny, tiny_differential_linkage_c1)
+#' example(build_domino)
+#' data(mockdata)
 #' plot_differential_linkages(
-#'  differential_linkages = tiny_differential_linkage_c1,
+#'  differential_linkages = mockdata$tiny_differential_linkage_c1,
 #'  test_statistic = "p.value",
 #'  stat_ranking = "ascending"
 #' )
diff --git a/R/processing_fxns.R b/R/processing_fxns.R
index aecd6498..1688b6b2 100644
--- a/R/processing_fxns.R
+++ b/R/processing_fxns.R
@@ -13,10 +13,12 @@
 #' @return A domino object with a signaling network built
 #' @export
 #' @examples
-#' data(pbmc_dom_tiny)
-#' pbmc_dom_tiny_built <- build_domino(
-#'  dom = pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
-#'  max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1
+#' example(create_domino)
+#'
+#' #a relaxed example
+#' pbmc_dom_built_tiny <- build_domino(
+#'  dom = pbmc_dom_tiny, min_tf_pval = .05, max_tf_per_clust = Inf,
+#'  max_rec_per_tf = Inf, rec_tf_cor_threshold = .1, min_rec_percentage = 0.01
 #' )
 #' 
 build_domino <- function(
diff --git a/R/utils.R b/R/utils.R
index 633879fd..c35d17d9 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -9,7 +9,7 @@
 #'          a data frame that includes the database information used in the domino object creation
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' database_name <- dom_database(pbmc_dom_built_tiny)
 #' full_database <- dom_database(pbmc_dom_built_tiny, name_only = FALSE)
 #' 
@@ -30,7 +30,7 @@ dom_database <- function(dom, name_only = TRUE) {
 #' @return  A matrix containing the z-scored gene expression values for each gene (row) by cell (column)
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' zscores <- dom_zscores(pbmc_dom_built_tiny)
 #'
 dom_zscores <- function(dom) {
@@ -45,7 +45,7 @@ dom_zscores <- function(dom) {
 #' @return  A matrix containing the gene expression values for each gene (row) by cell (column)
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' counts <- dom_counts(pbmc_dom_built_tiny)
 #' 
 dom_counts <- function(dom) {
@@ -61,7 +61,7 @@ dom_counts <- function(dom) {
 #' @return  A vector containing either the names of the clusters used OR factors of the cluster label for each individual cell
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' cluster_names <- dom_clusters(pbmc_dom_built_tiny)
 #' cell_cluster_label <- dom_clusters(pbmc_dom_built_tiny, labels = TRUE)
 #' 
@@ -82,7 +82,7 @@ dom_clusters <- function(dom, labels = FALSE) {
 #' @return  A matrix containing the transcription factor activation scores for each feature (row) by cell (column)
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' tf_activation <- dom_tf_activation(pbmc_dom_built_tiny)
 #' 
 dom_tf_activation <- function(dom) {
@@ -98,7 +98,7 @@ dom_tf_activation <- function(dom) {
 #' @return  A matrix containing the correlation values for each receptor (row) by transcription factor (column)
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' cor_matrix <- dom_correlations(pbmc_dom_built_tiny, "rl")
 #' 
 dom_correlations <- function(dom, type = "rl") {
@@ -125,7 +125,7 @@ dom_correlations <- function(dom, type = "rl") {
 #' @return  A list containing linkages between some combination of receptors, ligands, transcription factors, and clusters
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' complexes <- dom_linkages(pbmc_dom_built_tiny, "complexes")
 #' tf_rec_by_cluster <- dom_linkages(pbmc_dom_built_tiny, "tf-receptor", TRUE)
 #' 
@@ -169,7 +169,7 @@ dom_linkages <- function(dom, link_type = c(
 #'          a data.frame containing the global summed signaling scores between receptors (rows) and ligands (columns) of each cluster
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' monocyte_signaling <- dom_signaling(pbmc_dom_built_tiny, cluster = "CD14_monocyte")
 #' 
 dom_signaling <- function(dom, cluster = NULL) {
@@ -188,7 +188,7 @@ dom_signaling <- function(dom, cluster = NULL) {
 #' @return  A matrix containing the p values for differential expression of transcription factors (rows) in each cluster (columns)
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' de_mat <- dom_de(pbmc_dom_built_tiny)
 #' 
 dom_de <- function(dom) {
@@ -204,7 +204,7 @@ dom_de <- function(dom) {
 #'          build parameters that were used in [build_domino()] to infer the signaling network
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' build_details <- dom_info(pbmc_dom_built_tiny)
 #' 
 dom_info <- function(dom) {
@@ -228,7 +228,7 @@ dom_info <- function(dom) {
 #' @return A vector containing all features, receptors, or ligands in the data set or a list containing all three.
 #' @export
 #' @examples
-#' data(pbmc_dom_built_tiny)
+#' example(build_domino)
 #' monocyte_receptors <- dom_network_items(pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
 #' all_tfs <- dom_network_items(pbmc_dom_built_tiny, return = "features")
 #' 
diff --git a/data-raw/tiny_data.R b/data-raw/tiny_data.R
index 38b476f0..4d9a20b1 100644
--- a/data-raw/tiny_data.R
+++ b/data-raw/tiny_data.R
@@ -35,7 +35,10 @@ regulons <- read.csv(paste0(scenic_dir, "/regulons_pbmc_3k.csv"))
 # CellPhoneDB Database
 cellphone_url <- "https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz"
 cellphone_tar <- paste0(temp_dir, "/cellphoneDB_v4.tar.gz")
-download.file(url = cellphone_url, destfile = cellphone_tar)
+if(!file.exists(cellphone_tar)){
+  download.file(url = cellphone_url, destfile = cellphone_tar)
+}
+
 cellphone_dir <- paste0(temp_dir, "/cellphoneDB_v4")
 untar(tarfile = cellphone_tar, exdir = cellphone_dir)
 cellphone_data <- paste0(cellphone_dir, "/cellphonedb-data-4.0.0/data")
@@ -278,18 +281,35 @@ linkage_sum_tiny <- new("linkage_summary",
 
 # test result object from differential linkage tests
 tiny_differential_linkage_c1 <- test_differential_linkages(
-  linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group", 
+  linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
   linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
 )
 tiny_differential_linkage_c2 <- test_differential_linkages(
-  linkage_summary = linkage_sum_tiny, cluster = "C2", group.by = "group", 
+  linkage_summary = linkage_sum_tiny, cluster = "C2", group.by = "group",
   linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
 )
 
-# Save all test files to internal sysdata object
-usethis::use_data(
-  pbmc_dom_built_tiny, complexes_tiny, genes_tiny, proteins_tiny, interactions_tiny,
-  pbmc_dom_tiny, regulon_list_tiny, rl_map_tiny, regulons_tiny, clusters_tiny,
-  RNA_count_tiny, RNA_zscore_tiny, auc_tiny,
-  dom_ls_tiny, linkage_sum_tiny, tiny_differential_linkage_c1, tiny_differential_linkage_c2
-)
+# save all data to be used in tests and examples
+CellPhoneDB <- list(complexes_tiny=complexes_tiny,
+                         genes_tiny=genes_tiny,
+                         proteins_tiny=proteins_tiny,
+                         interactions_tiny=interactions_tiny)
+save(CellPhoneDB, file = "data/CellPhoneDB.RData")
+
+SCENIC <- list(auc_tiny=auc_tiny,
+               regulons_tiny=regulons_tiny)
+save(SCENIC, file = "data/SCENIC.RData")
+
+PBMC <- list(RNA_count_tiny=RNA_count_tiny,
+             RNA_zscore_tiny=RNA_zscore_tiny,
+             clusters_tiny=clusters_tiny)
+save(PBMC, file = "data/PBMC.RData")
+
+mockdata <- list(dom_ls_tiny=dom_ls_tiny,
+              linkage_sum_tiny=linkage_sum_tiny,
+              tiny_differential_linkage_c1=tiny_differential_linkage_c1,
+              tiny_differential_linkage_c2=tiny_differential_linkage_c2)
+save(mockdata, file = "data/mockdata.RData")
+
+
+save(pbmc_dom_built_tiny, file = "data/pbmc_dom_built_tiny.RData")
\ No newline at end of file
diff --git a/data/CellPhoneDB.RData b/data/CellPhoneDB.RData
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diff --git a/data/pbmc_dom_built_tiny.rda b/data/pbmc_dom_built_tiny.rda
deleted file mode 100644
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diff --git a/man/CellPhoneDB.Rd b/man/CellPhoneDB.Rd
new file mode 100644
index 00000000..f981847d
--- /dev/null
+++ b/man/CellPhoneDB.Rd
@@ -0,0 +1,25 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{CellPhoneDB}
+\alias{CellPhoneDB}
+\title{CellPhoneDB subset}
+\format{
+A list of:
+\describe{
+\item{genes_tiny}{A subet of CellPhoneDB gene_input.csv}
+\item{proteins_tiny}{A subset of CellPhoneDB protein_input.csv}
+\item{complexes_tiny}{A subset of CellPhoneDB complex_input.csv}
+\item{interactions_tiny}{A subset of CellPhoneDB interaction_input.csv}
+}
+}
+\source{
+\url{https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz}
+}
+\usage{
+CellPhoneDB
+}
+\description{
+A list of four subsets of CellPhoneDB data.
+}
+\keyword{datasets}
diff --git a/man/PBMC.Rd b/man/PBMC.Rd
new file mode 100644
index 00000000..93b68356
--- /dev/null
+++ b/man/PBMC.Rd
@@ -0,0 +1,24 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{PBMC}
+\alias{PBMC}
+\title{PBMC RNAseq data subset}
+\format{
+A list of::
+\describe{
+\item{RNA_count_tiny}{A subset of PBMC RNA-seq data: counts assay}
+\item{RNA_zscore_tiny}{A subset of PBMC RNA-seq data: zscore assay}
+\item{clusters_tiny}{A subset of PBMC RNA-seq data: clusters as defined by cell_type}
+}
+}
+\source{
+\url{https://zenodo.org/records/10951634/files/pbmc3k_sce.rds}
+}
+\usage{
+PBMC
+}
+\description{
+A subset of the results of PBMC RNA-seq data.
+}
+\keyword{datasets}
diff --git a/man/SCENIC.Rd b/man/SCENIC.Rd
new file mode 100644
index 00000000..377585ea
--- /dev/null
+++ b/man/SCENIC.Rd
@@ -0,0 +1,23 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{SCENIC}
+\alias{SCENIC}
+\title{SCENIC AUC subset}
+\format{
+A list of:
+\describe{
+\item{auc_tiny}{A subset of SCENIC AUCs}
+\item{regulons_tiny}{A subset of SCENIC regulons}
+}
+}
+\source{
+\url{https://zenodo.org/records/10951634/files}
+}
+\usage{
+SCENIC
+}
+\description{
+A subset of SCENIC AUCs as applied to PBMC data.
+}
+\keyword{datasets}
diff --git a/man/add_rl_column.Rd b/man/add_rl_column.Rd
index d5b13d9d..99dafdc5 100644
--- a/man/add_rl_column.Rd
+++ b/man/add_rl_column.Rd
@@ -23,9 +23,9 @@ This function adds a column to the internal rl 'map' used to map all
 receptor and receptor complexes to all ligand and ligand complexes.
 }
 \examples{
-data(rl_map_tiny)
+example(create_rl_map_cellphonedb)
 lr_name <- data.frame("abbrev" = c("L", "R"), "full" = c("Ligand", "Receptor"))
 rl_map_expanded <- add_rl_column(map = rl_map_tiny, map_ref = "type_A",
- conv = lr_name, new_name = "type_A_full")
+conv = lr_name, new_name = "type_A_full")
 
 }
diff --git a/man/build_domino.Rd b/man/build_domino.Rd
index 88eb0fd8..407e41fc 100644
--- a/man/build_domino.Rd
+++ b/man/build_domino.Rd
@@ -35,10 +35,12 @@ preprocessed from create_domino and returns a domino object prepared for
 plotting with the various plotting functions in this package.
 }
 \examples{
-data(pbmc_dom_tiny)
-pbmc_dom_tiny_built <- build_domino(
- dom = pbmc_dom_tiny, min_tf_pval = .001, max_tf_per_clust = 25,
- max_rec_per_tf = 25, rec_tf_cor_threshold = .25, min_rec_percentage = 0.1
+example(create_domino)
+
+#a relaxed example
+pbmc_dom_built_tiny <- build_domino(
+ dom = pbmc_dom_tiny, min_tf_pval = .05, max_tf_per_clust = Inf,
+ max_rec_per_tf = Inf, rec_tf_cor_threshold = .1, min_rec_percentage = 0.01
 )
 
 }
diff --git a/man/circos_ligand_receptor.Rd b/man/circos_ligand_receptor.Rd
index ec152e5a..0aae19f7 100644
--- a/man/circos_ligand_receptor.Rd
+++ b/man/circos_ligand_receptor.Rd
@@ -31,7 +31,7 @@ Creates a chord plot of expression of ligands that can activate a specified
 receptor where chord widths correspond to mean ligand expression by the cluster.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 #basic usage
 circos_ligand_receptor(pbmc_dom_built_tiny, receptor = "CXCR3")
 #specify colors
diff --git a/man/cor_heatmap.Rd b/man/cor_heatmap.Rd
index f7e8172a..d32da6ba 100644
--- a/man/cor_heatmap.Rd
+++ b/man/cor_heatmap.Rd
@@ -40,7 +40,7 @@ Creates a heatmap of correlation values between receptors and transcription
 factors either with boolean threshold or with continuous values displayed
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 #basic usage
 cor_heatmap(pbmc_dom_built_tiny, title = "PBMC R-TF Correlations")
 #show correlations above a specific value
diff --git a/man/cor_scatter.Rd b/man/cor_scatter.Rd
index 7e663eac..595da28a 100644
--- a/man/cor_scatter.Rd
+++ b/man/cor_scatter.Rd
@@ -24,7 +24,7 @@ a ggplot object
 Create a correlation plot between transcription factor activation score and receptor
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 cor_scatter(pbmc_dom_built_tiny, "FLI1","CXCR3")
 
 }
diff --git a/man/count_linkage.Rd b/man/count_linkage.Rd
index 7f73f66c..5d1bef51 100644
--- a/man/count_linkage.Rd
+++ b/man/count_linkage.Rd
@@ -30,9 +30,9 @@ a data frame with columns for the unique linkage features and the counts of how
 Count occurrences of linkages across multiple domino results from a linkage summary
 }
 \examples{
-data(linkage_sum_tiny)
+data(mockdata)
 count_linkage(
-  linkage_summary = linkage_sum_tiny, cluster = "C1", 
+  linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", 
   group.by = "group", linkage = "rec")
 
 }
diff --git a/man/create_domino.Rd b/man/create_domino.Rd
index 2d10a786..bb3f651a 100644
--- a/man/create_domino.Rd
+++ b/man/create_domino.Rd
@@ -60,20 +60,23 @@ domino object prepared for \code{\link[=build_domino]{build_domino()}}, which wi
 network.
 }
 \examples{
-data(rl_map_tiny, regulon_list_tiny, auc_tiny, RNA_count_tiny, RNA_zscore_tiny, clusters_tiny)
+example(create_rl_map_cellphonedb)
+example(create_regulon_list_scenic)
+data(SCENIC)
+data(PBMC)
 
-pbmc_dom_tiny_all <- create_domino(
- rl_map = rl_map_tiny, features = auc_tiny,
- counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
- clusters = clusters_tiny, tf_targets = regulon_list_tiny,
+pbmc_dom_tiny <- create_domino(
+ rl_map = rl_map_tiny, features = SCENIC$auc_tiny,
+ counts = PBMC$RNA_count_tiny, z_scores = PBMC$RNA_zscore_tiny,
+ clusters = PBMC$clusters_tiny, tf_targets = regulon_list_tiny,
+ use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
+
+pbmc_dom_tiny_no_clusters <- create_domino(
+ rl_map = rl_map_tiny, features = SCENIC$auc_tiny,
+ counts = PBMC$RNA_count_tiny, z_scores =PBMC$RNA_zscore_tiny,
+ clusters = PBMC$clusters_tiny, tf_targets = regulon_list_tiny,
  use_clusters = FALSE, use_complexes = FALSE,
  rec_min_thresh = 0.1, remove_rec_dropout = TRUE,
  tf_selection_method = "all")
 
-pbmc_dom_tiny_clustered <- create_domino(
- rl_map = rl_map_tiny, features = auc_tiny,
- counts = RNA_count_tiny, z_scores = RNA_zscore_tiny,
- clusters = clusters_tiny, tf_targets = regulon_list_tiny,
- use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
-
 }
diff --git a/man/create_regulon_list_scenic.Rd b/man/create_regulon_list_scenic.Rd
index 02a52e24..faf462cd 100644
--- a/man/create_regulon_list_scenic.Rd
+++ b/man/create_regulon_list_scenic.Rd
@@ -16,7 +16,7 @@ A list where names are transcription factors and the stored values are character
 Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC
 }
 \examples{
-data(regulons_tiny)
-regulon_list_tiny <- create_regulon_list_scenic(regulons = regulons_tiny)
+data(SCENIC)
+regulon_list_tiny <- create_regulon_list_scenic(regulons = SCENIC$regulons_tiny)
 
 }
diff --git a/man/create_rl_map_cellphonedb.Rd b/man/create_rl_map_cellphonedb.Rd
index a02daa9b..e0057c3a 100644
--- a/man/create_rl_map_cellphonedb.Rd
+++ b/man/create_rl_map_cellphonedb.Rd
@@ -42,9 +42,10 @@ Data frame where each row describes a possible receptor-ligand interaction
 Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data.
 }
 \examples{
-data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny)
-rl_map_tiny <- create_rl_map_cellphonedb(genes = genes_tiny,
- proteins = proteins_tiny, interactions = interactions_tiny,
- complexes =complexes_tiny)
+data(CellPhoneDB)
+rl_map_tiny <- create_rl_map_cellphonedb(genes = CellPhoneDB$genes_tiny,
+ proteins = CellPhoneDB$proteins_tiny,
+ interactions = CellPhoneDB$interactions_tiny,
+ complexes =CellPhoneDB$complexes_tiny)
 
 }
diff --git a/man/dom_clusters.Rd b/man/dom_clusters.Rd
index a0b41b1d..be844c0c 100644
--- a/man/dom_clusters.Rd
+++ b/man/dom_clusters.Rd
@@ -18,7 +18,7 @@ A vector containing either the names of the clusters used OR factors of the clus
 A function to pull cluster information from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 cluster_names <- dom_clusters(pbmc_dom_built_tiny)
 cell_cluster_label <- dom_clusters(pbmc_dom_built_tiny, labels = TRUE)
 
diff --git a/man/dom_correlations.Rd b/man/dom_correlations.Rd
index 2391af4b..6f4eece5 100644
--- a/man/dom_correlations.Rd
+++ b/man/dom_correlations.Rd
@@ -18,7 +18,7 @@ A matrix containing the correlation values for each receptor (row) by transcript
 A function to pull receptor-transcription factor correlations from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 cor_matrix <- dom_correlations(pbmc_dom_built_tiny, "rl")
 
 }
diff --git a/man/dom_counts.Rd b/man/dom_counts.Rd
index 33171bf2..6e7c934d 100644
--- a/man/dom_counts.Rd
+++ b/man/dom_counts.Rd
@@ -16,7 +16,7 @@ A matrix containing the gene expression values for each gene (row) by cell (colu
 A function to pull gene expression from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 counts <- dom_counts(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_database.Rd b/man/dom_database.Rd
index 77dc6f7c..22b7e5e6 100644
--- a/man/dom_database.Rd
+++ b/man/dom_database.Rd
@@ -20,7 +20,7 @@ a data frame that includes the database information used in the domino object cr
 A function to pull database information from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 database_name <- dom_database(pbmc_dom_built_tiny)
 full_database <- dom_database(pbmc_dom_built_tiny, name_only = FALSE)
 
diff --git a/man/dom_de.Rd b/man/dom_de.Rd
index 5324b11e..a402f1b2 100644
--- a/man/dom_de.Rd
+++ b/man/dom_de.Rd
@@ -16,7 +16,7 @@ A matrix containing the p values for differential expression of transcription fa
 A function to pull differential expression p values from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 de_mat <- dom_de(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_info.Rd b/man/dom_info.Rd
index efa64faf..a7902963 100644
--- a/man/dom_info.Rd
+++ b/man/dom_info.Rd
@@ -17,7 +17,7 @@ build parameters that were used in \code{\link[=build_domino]{build_domino()}} t
 A function to pull the parameters used when running \code{\link[=build_domino]{build_domino()}} from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 build_details <- dom_info(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_linkages.Rd b/man/dom_linkages.Rd
index a15e59b2..52d0c680 100644
--- a/man/dom_linkages.Rd
+++ b/man/dom_linkages.Rd
@@ -27,7 +27,7 @@ A list containing linkages between some combination of receptors, ligands, trans
 A function to pull linkages from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 complexes <- dom_linkages(pbmc_dom_built_tiny, "complexes")
 tf_rec_by_cluster <- dom_linkages(pbmc_dom_built_tiny, "tf-receptor", TRUE)
 
diff --git a/man/dom_network_items.Rd b/man/dom_network_items.Rd
index bf03e4ab..f4f943a0 100644
--- a/man/dom_network_items.Rd
+++ b/man/dom_network_items.Rd
@@ -23,7 +23,7 @@ comparing signaling networks across two separate conditions. In order to run
 this \code{\link[=build_domino]{build_domino()}} must be run on the object previously.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 monocyte_receptors <- dom_network_items(pbmc_dom_built_tiny, "CD14_monocyte", "receptors")
 all_tfs <- dom_network_items(pbmc_dom_built_tiny, return = "features")
 
diff --git a/man/dom_signaling.Rd b/man/dom_signaling.Rd
index f7ff2f40..17fc505f 100644
--- a/man/dom_signaling.Rd
+++ b/man/dom_signaling.Rd
@@ -19,7 +19,7 @@ a data.frame containing the global summed signaling scores between receptors (ro
 A function to pull signaling matrices from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 monocyte_signaling <- dom_signaling(pbmc_dom_built_tiny, cluster = "CD14_monocyte")
 
 }
diff --git a/man/dom_tf_activation.Rd b/man/dom_tf_activation.Rd
index b235b5be..b6d7dc82 100644
--- a/man/dom_tf_activation.Rd
+++ b/man/dom_tf_activation.Rd
@@ -16,7 +16,7 @@ A matrix containing the transcription factor activation scores for each feature
 A function to pull transcription factor activation scores from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 tf_activation <- dom_tf_activation(pbmc_dom_built_tiny)
 
 }
diff --git a/man/dom_zscores.Rd b/man/dom_zscores.Rd
index bc704506..fb4ffa54 100644
--- a/man/dom_zscores.Rd
+++ b/man/dom_zscores.Rd
@@ -16,7 +16,7 @@ A matrix containing the z-scored gene expression values for each gene (row) by c
 A function to pull z-scored expression from a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 zscores <- dom_zscores(pbmc_dom_built_tiny)
 
 }
diff --git a/man/feat_heatmap.Rd b/man/feat_heatmap.Rd
index 40fea294..2c7fd935 100644
--- a/man/feat_heatmap.Rd
+++ b/man/feat_heatmap.Rd
@@ -50,11 +50,11 @@ activation scores) by cells organized by cluster.
 }
 \examples{
 #basic usage
-data(pbmc_dom_built_tiny)
+example(build_domino)
 feat_heatmap(pbmc_dom_built_tiny)
 #using thresholds
 feat_heatmap(
  pbmc_dom_built_tiny, min_thresh = 0.1, 
-  max_thresh = 0.6, norm = TRUE, bool = FALSE)
+ max_thresh = 0.6, norm = TRUE, bool = FALSE)
 
 }
diff --git a/man/gene_network.Rd b/man/gene_network.Rd
index d5f48eea..c5db2e25 100644
--- a/man/gene_network.Rd
+++ b/man/gene_network.Rd
@@ -43,7 +43,7 @@ will be included in the plot.
 }
 \examples{
 #basic usage
-data(pbmc_dom_built_tiny)
+example(build_domino)
 gene_network(
  pbmc_dom_built_tiny, clust = "CD8_T_cell", 
  OutgoingSignalingClust = "CD14_monocyte")
diff --git a/man/incoming_signaling_heatmap.Rd b/man/incoming_signaling_heatmap.Rd
index cc4c375e..c7faaff3 100644
--- a/man/incoming_signaling_heatmap.Rd
+++ b/man/incoming_signaling_heatmap.Rd
@@ -47,7 +47,7 @@ the cl_signaling_matrices slot of a domino option as an alternative to this
 plotting function.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 #incoming signaling of the CD8  T cells
 incoming_signaling_heatmap(pbmc_dom_built_tiny, "CD8_T_cell")
 
diff --git a/man/mean_ligand_expression.Rd b/man/mean_ligand_expression.Rd
index 2b0cd4a4..b6b56f93 100644
--- a/man/mean_ligand_expression.Rd
+++ b/man/mean_ligand_expression.Rd
@@ -25,7 +25,7 @@ Creates a data frame of mean ligand expression for use in plotting a circos
 plot of ligand expression and saving tables of mean expression.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 counts <- dom_counts(pbmc_dom_built_tiny)
 mean_exp <- mean_ligand_expression(counts,
  ligands = c("PTPRC", "FASLG"), cell_ident = "CD14_monocyte",
diff --git a/man/mockdata.Rd b/man/mockdata.Rd
new file mode 100644
index 00000000..7de846ae
--- /dev/null
+++ b/man/mockdata.Rd
@@ -0,0 +1,22 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{mockdata}
+\alias{mockdata}
+\title{dominoSignal object mocks}
+\format{
+A list of:
+\describe{
+\item{dom_ls_tiny}{List of two differential domino objecs}
+\item{linkage_sum_tiny}{Mock of linkage summary}
+\item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
+\item{tiny_differential_linkage_c2}{Another example of diff linkage}
+}
+}
+\usage{
+mockdata
+}
+\description{
+A list of four mocks of dominoSignal data.
+}
+\keyword{datasets}
diff --git a/man/plot_differential_linkages.Rd b/man/plot_differential_linkages.Rd
index 8a71c23d..cbf3e864 100644
--- a/man/plot_differential_linkages.Rd
+++ b/man/plot_differential_linkages.Rd
@@ -30,9 +30,10 @@ a Heatmap-class object of features ranked by test_statistic annotated with the p
 Plot differential linkages among domino results ranked by a comparative statistic
 }
 \examples{
-data(pbmc_dom_built_tiny, tiny_differential_linkage_c1)
+example(build_domino)
+data(mockdata)
 plot_differential_linkages(
- differential_linkages = tiny_differential_linkage_c1,
+ differential_linkages = mockdata$tiny_differential_linkage_c1,
  test_statistic = "p.value",
  stat_ranking = "ascending"
 )
diff --git a/man/print-domino-method.Rd b/man/print-domino-method.Rd
index e25471a6..f7693322 100644
--- a/man/print-domino-method.Rd
+++ b/man/print-domino-method.Rd
@@ -16,7 +16,7 @@ a printed description of the number of cell clusters in the object
 Prints a summary of a domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 print(pbmc_dom_built_tiny)
 
 }
diff --git a/man/rename_clusters.Rd b/man/rename_clusters.Rd
index 28ec41a4..9f4b529c 100644
--- a/man/rename_clusters.Rd
+++ b/man/rename_clusters.Rd
@@ -26,7 +26,7 @@ domino object prepared for \code{\link[=build_domino]{build_domino()}}, which wi
 network.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 new_clust <- c("CD8_T_cell" = "CD8+ T Cells",
  "CD14_monocyte" = "CD14+ Monocytes", "B_cell" = "B Cells")
 pbmc_dom_built_tiny <- rename_clusters(pbmc_dom_built_tiny, new_clust)
diff --git a/man/show-domino-method.Rd b/man/show-domino-method.Rd
index 7df2c910..75a937c7 100644
--- a/man/show-domino-method.Rd
+++ b/man/show-domino-method.Rd
@@ -16,7 +16,7 @@ a printed description of the number of cells in a domino object and its build st
 Shows content overview of domino object
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 show(pbmc_dom_built_tiny)
 
 }
diff --git a/man/signaling_heatmap.Rd b/man/signaling_heatmap.Rd
index 25a8c69d..f22fb6bb 100644
--- a/man/signaling_heatmap.Rd
+++ b/man/signaling_heatmap.Rd
@@ -37,7 +37,7 @@ Creates a heatmap of the signaling network. Alternatively, the network
 matrix can be accessed directly in the signaling slot of a domino object.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 #basic usage
 signaling_heatmap(pbmc_dom_built_tiny)
 #scale
diff --git a/man/signaling_network.Rd b/man/signaling_network.Rd
index fcb46207..c8f5078d 100644
--- a/man/signaling_network.Rd
+++ b/man/signaling_network.Rd
@@ -62,7 +62,7 @@ and directed edges indicate signaling from one cluster to another. Edges are
 colored based on the color scheme of the ligand expressing cluster.
 }
 \examples{
-data(pbmc_dom_built_tiny)
+example(build_domino)
 #basic usage
 signaling_network(pbmc_dom_built_tiny)
 # scaling, thresholds, layouts, selecting clusters
diff --git a/man/summarize_linkages.Rd b/man/summarize_linkages.Rd
index f5cfe48f..89b7f75e 100644
--- a/man/summarize_linkages.Rd
+++ b/man/summarize_linkages.Rd
@@ -20,12 +20,44 @@ A linkage summary class object consisting of nested lists of the active transcri
 Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates.
 }
 \examples{
-data(dom_ls_tiny)
-dom_ls <- dom_ls_tiny
+example(build_domino)
+
+#create alternative clustering
+clusters_tiny_alt <- setNames(c(121:240, 1:120, 241:360), names(PBMC$clusters_tiny))
+clusters_tiny_alt <- as.factor(clusters_tiny_alt)
+
+#build an alternative domino object
+pbmc_dom_tiny_alt <- create_domino(
+  rl_map = rl_map_tiny,
+  features = SCENIC$auc_tiny,
+  counts = PBMC$RNA_count_tiny,
+  z_scores = PBMC$RNA_zscore_tiny,
+  clusters = clusters_tiny_alt,
+  tf_targets = regulon_list_tiny,
+  use_clusters = TRUE,
+  use_complexes = TRUE,
+  remove_rec_dropout = FALSE
+)
+
+pbmc_dom_built_tiny_alt <- build_domino(
+  dom = pbmc_dom_tiny_alt,
+  min_tf_pval = .05,
+  max_tf_per_clust = Inf,
+  max_rec_per_tf = Inf,
+  rec_tf_cor_threshold = .1,
+  min_rec_percentage = 0.01
+)
+
+#create a list of domino objects
+dom_ls <- list(
+ dom1 = pbmc_dom_built_tiny,
+ dom2 = pbmc_dom_built_tiny_alt
+)
+
+#compare the linkages across the two domino objects
 meta_df <- data.frame("ID" = c("dom1", "dom2"), "group" = c("A", "B"))
 summarize_linkages(
- domino_results = dom_ls, subject_meta = meta_df, 
+ domino_results = dom_ls, subject_meta = meta_df,
  subject_names = meta_df$ID
 )
-
 }
diff --git a/man/test_differential_linkages.Rd b/man/test_differential_linkages.Rd
index 5cc86e1c..070df638 100644
--- a/man/test_differential_linkages.Rd
+++ b/man/test_differential_linkages.Rd
@@ -48,9 +48,9 @@ a data frame of results from the test of the differential linkages. Rows corresp
 Statistical test for differential linkages across multiple domino results
 }
 \examples{
-data(linkage_sum_tiny)
+data(mockdata)
 test_differential_linkages(
-  linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
+  linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", group.by = "group",
   linkage = "rec", test_name = "fishers.exact"
 )
 

From e5ccbcefe3f74fa24cbe1c8fbc4779b8c836e976 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 09:47:47 -0400
Subject: [PATCH 13/35] rm *_alt and dom_ls_tiny as not needed anymore

---
 R/data.R             |  3 +--
 data-raw/tiny_data.R | 29 +----------------------------
 man/mockdata.Rd      |  1 -
 3 files changed, 2 insertions(+), 31 deletions(-)

diff --git a/R/data.R b/R/data.R
index b06fdd04..98cb8348 100644
--- a/R/data.R
+++ b/R/data.R
@@ -50,8 +50,7 @@
 #'
 #' @format A list of:
 #' \describe{
-#'  \item{dom_ls_tiny}{List of two differential domino objecs}
-#'  \item{linkage_sum_tiny}{Mock of linkage summary}
+#'  \item{linkage_sum_tiny}{Mock of a linkage summary}
 #'  \item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
 #'  \item{tiny_differential_linkage_c2}{Another example of diff linkage}
 #' }
diff --git a/data-raw/tiny_data.R b/data-raw/tiny_data.R
index 4d9a20b1..a535e3f3 100644
--- a/data-raw/tiny_data.R
+++ b/data-raw/tiny_data.R
@@ -142,33 +142,6 @@ pbmc_dom_built_tiny <- build_domino(
   min_rec_percentage = 0.01
 )
 
-# create a second tiny domino object for list comparison functions
-clusters_tiny_alt <- clusters_tiny[c(121:240, 1:120, 241:360)]
-names(clusters_tiny_alt) <- names(clusters_tiny)
-pbmc_dom_tiny_alt <- create_domino(
-  rl_map = rl_map_tiny,
-  features = auc_tiny,
-  counts = RNA_count_tiny,
-  z_scores = RNA_zscore_tiny,
-  # reassigned clusters
-  clusters = clusters_tiny_alt,
-  tf_targets = regulon_list_tiny,
-  use_clusters = TRUE,
-  use_complexes = TRUE,
-  remove_rec_dropout = FALSE
-)
-pbmc_dom_built_tiny_alt <- build_domino(
-  dom = pbmc_dom_tiny_alt,
-  min_tf_pval = .05,
-  max_tf_per_clust = Inf,
-  max_rec_per_tf = Inf,
-  rec_tf_cor_threshold = .1,
-  min_rec_percentage = 0.01
-)
-dom_ls_tiny <- list(
-  dom1 = pbmc_dom_built_tiny,
-  dom2 = pbmc_dom_built_tiny_alt
-)
 
 # example linkage summary for comparitive functions
 linkage_sum_tiny <- new("linkage_summary",
@@ -305,7 +278,7 @@ PBMC <- list(RNA_count_tiny=RNA_count_tiny,
              clusters_tiny=clusters_tiny)
 save(PBMC, file = "data/PBMC.RData")
 
-mockdata <- list(dom_ls_tiny=dom_ls_tiny,
+mockdata <- list(
               linkage_sum_tiny=linkage_sum_tiny,
               tiny_differential_linkage_c1=tiny_differential_linkage_c1,
               tiny_differential_linkage_c2=tiny_differential_linkage_c2)
diff --git a/man/mockdata.Rd b/man/mockdata.Rd
index 7de846ae..7400bab9 100644
--- a/man/mockdata.Rd
+++ b/man/mockdata.Rd
@@ -7,7 +7,6 @@
 \format{
 A list of:
 \describe{
-\item{dom_ls_tiny}{List of two differential domino objecs}
 \item{linkage_sum_tiny}{Mock of linkage summary}
 \item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
 \item{tiny_differential_linkage_c2}{Another example of diff linkage}

From ca9400eca6a6870fda98773c055696a0ddec9c30 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 09:50:31 -0400
Subject: [PATCH 14/35] rm tiny_differential_linkage_c2 as it was not used

---
 data-raw/tiny_data.R | 7 +------
 man/mockdata.Rd      | 2 +-
 2 files changed, 2 insertions(+), 7 deletions(-)

diff --git a/data-raw/tiny_data.R b/data-raw/tiny_data.R
index a535e3f3..b6a4d4e8 100644
--- a/data-raw/tiny_data.R
+++ b/data-raw/tiny_data.R
@@ -257,10 +257,6 @@ tiny_differential_linkage_c1 <- test_differential_linkages(
   linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
   linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
 )
-tiny_differential_linkage_c2 <- test_differential_linkages(
-  linkage_summary = linkage_sum_tiny, cluster = "C2", group.by = "group",
-  linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
-)
 
 # save all data to be used in tests and examples
 CellPhoneDB <- list(complexes_tiny=complexes_tiny,
@@ -280,8 +276,7 @@ save(PBMC, file = "data/PBMC.RData")
 
 mockdata <- list(
               linkage_sum_tiny=linkage_sum_tiny,
-              tiny_differential_linkage_c1=tiny_differential_linkage_c1,
-              tiny_differential_linkage_c2=tiny_differential_linkage_c2)
+              tiny_differential_linkage_c1=tiny_differential_linkage_c1)
 save(mockdata, file = "data/mockdata.RData")
 
 
diff --git a/man/mockdata.Rd b/man/mockdata.Rd
index 7400bab9..eece50be 100644
--- a/man/mockdata.Rd
+++ b/man/mockdata.Rd
@@ -7,7 +7,7 @@
 \format{
 A list of:
 \describe{
-\item{linkage_sum_tiny}{Mock of linkage summary}
+\item{linkage_sum_tiny}{Mock of a linkage summary}
 \item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
 \item{tiny_differential_linkage_c2}{Another example of diff linkage}
 }

From 8af93ffc6083a1d13117cfe14e68a4ebca388edb Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 10:01:18 -0400
Subject: [PATCH 15/35] move differential_linkages from tiny data to examples

---
 R/differential_fxns.R             |  2 +-
 R/plot_fxns.R                     |  4 ++--
 data-raw/tiny_data.R              | 11 +----------
 man/plot_differential_linkages.Rd |  4 ++--
 man/test_differential_linkages.Rd |  2 +-
 5 files changed, 7 insertions(+), 16 deletions(-)

diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index c2338662..ff0d0b76 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -204,7 +204,7 @@ count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "
 #' @export
 #' @examples
 #' data(mockdata)
-#' test_differential_linkages(
+#' tiny_differential_linkage_c1 <- test_differential_linkages(
 #'   linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", group.by = "group",
 #'   linkage = "rec", test_name = "fishers.exact"
 #' )
diff --git a/R/plot_fxns.R b/R/plot_fxns.R
index 5291eb48..8e9b89a0 100644
--- a/R/plot_fxns.R
+++ b/R/plot_fxns.R
@@ -899,9 +899,9 @@ circos_ligand_receptor <- function(
 #' @export
 #' @examples
 #' example(build_domino)
-#' data(mockdata)
+#' example(test_differential_linkages)
 #' plot_differential_linkages(
-#'  differential_linkages = mockdata$tiny_differential_linkage_c1,
+#'  differential_linkages = tiny_differential_linkage_c1,
 #'  test_statistic = "p.value",
 #'  stat_ranking = "ascending"
 #' )
diff --git a/data-raw/tiny_data.R b/data-raw/tiny_data.R
index b6a4d4e8..ac731cf5 100644
--- a/data-raw/tiny_data.R
+++ b/data-raw/tiny_data.R
@@ -252,11 +252,6 @@ linkage_sum_tiny <- new("linkage_summary",
   )
 )
 
-# test result object from differential linkage tests
-tiny_differential_linkage_c1 <- test_differential_linkages(
-  linkage_summary = linkage_sum_tiny, cluster = "C1", group.by = "group",
-  linkage = "rec", subject_names = linkage_sum_tiny@subject_names, test_name = "fishers.exact"
-)
 
 # save all data to be used in tests and examples
 CellPhoneDB <- list(complexes_tiny=complexes_tiny,
@@ -275,9 +270,5 @@ PBMC <- list(RNA_count_tiny=RNA_count_tiny,
 save(PBMC, file = "data/PBMC.RData")
 
 mockdata <- list(
-              linkage_sum_tiny=linkage_sum_tiny,
-              tiny_differential_linkage_c1=tiny_differential_linkage_c1)
+              linkage_sum_tiny=linkage_sum_tiny)
 save(mockdata, file = "data/mockdata.RData")
-
-
-save(pbmc_dom_built_tiny, file = "data/pbmc_dom_built_tiny.RData")
\ No newline at end of file
diff --git a/man/plot_differential_linkages.Rd b/man/plot_differential_linkages.Rd
index cbf3e864..002b9e85 100644
--- a/man/plot_differential_linkages.Rd
+++ b/man/plot_differential_linkages.Rd
@@ -31,9 +31,9 @@ Plot differential linkages among domino results ranked by a comparative statisti
 }
 \examples{
 example(build_domino)
-data(mockdata)
+example(test_differential_linkages)
 plot_differential_linkages(
- differential_linkages = mockdata$tiny_differential_linkage_c1,
+ differential_linkages = tiny_differential_linkage_c1,
  test_statistic = "p.value",
  stat_ranking = "ascending"
 )
diff --git a/man/test_differential_linkages.Rd b/man/test_differential_linkages.Rd
index 070df638..73321851 100644
--- a/man/test_differential_linkages.Rd
+++ b/man/test_differential_linkages.Rd
@@ -49,7 +49,7 @@ Statistical test for differential linkages across multiple domino results
 }
 \examples{
 data(mockdata)
-test_differential_linkages(
+tiny_differential_linkage_c1 <- test_differential_linkages(
   linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", group.by = "group",
   linkage = "rec", test_name = "fishers.exact"
 )

From 8247f1e5f093325aba9281784e1cf65a6305dc3e Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 10:27:40 -0400
Subject: [PATCH 16/35] fix convenience_fxns tests

---
 tests/testthat/test-convenience_fxns.R | 24 ++++++++++++++++++++++--
 1 file changed, 22 insertions(+), 2 deletions(-)

diff --git a/tests/testthat/test-convenience_fxns.R b/tests/testthat/test-convenience_fxns.R
index b2125161..c4590572 100644
--- a/tests/testthat/test-convenience_fxns.R
+++ b/tests/testthat/test-convenience_fxns.R
@@ -1,7 +1,27 @@
 test_that("rename_clusters function works correctly", {
   # Test domino object:
-  data(pbmc_dom_built_tiny)
-  dom <- pbmc_dom_built_tiny
+  data(CellPhoneDB)
+  rl_map_tiny <- create_rl_map_cellphonedb(
+    genes = CellPhoneDB$genes_tiny,
+    proteins = CellPhoneDB$proteins_tiny,
+    interactions = CellPhoneDB$interactions_tiny,
+    complexes = CellPhoneDB$complexes_tiny)
+
+  data(SCENIC)
+  regulon_list_tiny <- create_regulon_list_scenic(
+    regulons = SCENIC$regulons_tiny)
+  
+  data(PBMC)
+  pbmc_dom_tiny <- create_domino(
+    rl_map = rl_map_tiny, features = SCENIC$auc_tiny,
+    counts = PBMC$RNA_count_tiny, z_scores = PBMC$RNA_zscore_tiny,
+    clusters = PBMC$clusters_tiny, tf_targets = regulon_list_tiny,
+    use_clusters = TRUE, use_complexes = TRUE, remove_rec_dropout = FALSE)
+
+  dom <- build_domino(
+    dom = pbmc_dom_tiny, min_tf_pval = .05, max_tf_per_clust = Inf,
+    max_rec_per_tf = Inf, rec_tf_cor_threshold = .1, min_rec_percentage = 0.01
+  )
 
   # Define the cluster conversion, Z/new_clust does not match data intentionally
   clust_conv <- c("W", "X", "Y", "Z")

From 175890b9afb892026d615c698c3e782b3605df59 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 11:35:44 -0400
Subject: [PATCH 17/35] move linkage_summary to mock fun

---
 R/differential_fxns.R             |   5 +-
 R/utils.R                         | 115 ++++++++++++++++++++++++++++++
 man/count_linkage.Rd              |   2 +-
 man/test_differential_linkages.Rd |   3 +-
 4 files changed, 119 insertions(+), 6 deletions(-)

diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index ff0d0b76..4f122c57 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -142,7 +142,7 @@ summarize_linkages <- function(domino_results, subject_meta, subject_names = NUL
 #' @examples
 #' data(mockdata)
 #' count_linkage(
-#'   linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", 
+#'   linkage_summary = mock_linkage_sumary, cluster = "C1", 
 #'   group.by = "group", linkage = "rec")
 #' 
 count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "rec_lig", subject_names = NULL) {
@@ -203,9 +203,8 @@ count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "
 #' }
 #' @export
 #' @examples
-#' data(mockdata)
 #' tiny_differential_linkage_c1 <- test_differential_linkages(
-#'   linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", group.by = "group",
+#'   linkage_summary = mock_linkage_summary(), cluster = "C1", group.by = "group",
 #'   linkage = "rec", test_name = "fishers.exact"
 #' )
 #' 
diff --git a/R/utils.R b/R/utils.R
index c35d17d9..9a6b23c9 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -375,3 +375,118 @@ conv_py_bools <- function(obj) {
   return(obj)
 }
 
+
+#' Create a mock linkage summary object for testing
+#'
+#' @return obj a linkage summary object
+#' @keywords internal
+mock_linkage_summary <- function() {
+  linkage_sum_tiny <- new("linkage_summary",
+  subject_meta = data.frame(
+    "subject_names" = paste0("P",1:6),
+    "group" = c(rep("G1", 3), rep("G2", 3))
+  ), 
+  subject_names = factor(
+    paste0("P",1:6), levels = paste0("P",1:6)
+  ), 
+  subject_linkages = list(
+    "P1" = list(
+      "C1" = list(
+        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
+        "rec" = c("R1", "R2", "R3", "R4"),
+        "incoming_lig" = c("L1", "L2", "L3", "L4"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
+      ),
+      "C2" = list(
+        "tfs" = c("TF2", "TF3", "TF4"),
+        "rec" = c("R2", "R3", "R4"),
+        "incoming_lig" = c("L2", "L3", "L4"),
+        "tfs_rec" = c("TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R2 <- L2", "R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P2" = list(
+      "C1" = list(
+        "tfs" = c("TF1", "TF2"),
+        "rec" = c("R1", "R2"),
+        "incoming_lig" = c("L1", "L2"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2")
+      ),
+      "C2" = list(
+        "tfs" = c("TF3", "TF4"),
+        "rec" = c("R3", "R4"),
+        "incoming_lig" = c("L3", "L4"),
+        "tfs_rec" = c("TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P3" = list(
+      "C1" = list(
+        "tfs" = c("TF1", "TF2"),
+        "rec" = c("R1", "R2"),
+        "incoming_lig" = c("L1", "L2"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2")
+      ),
+      "C2" = list(
+        "tfs" = c("TF3"),
+        "rec" = c("R3"),
+        "incoming_lig" = c("L3"),
+        "tfs_rec" = c("TF3 <- R3"),
+        "rec_lig" = c("R3 <- L3")
+      )
+    ),
+    "P4" = list(
+      "C1" = list(
+        "tfs" = c("TF2", "TF3", "TF4"),
+        "rec" = c("R2", "R3", "R4"),
+        "incoming_lig" = c("L2", "L3", "L4"),
+        "tfs_rec" = c("TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R2 <- L2", "R3 <- L3", "R4 <- L4")
+      ),
+      "C2" = list(
+        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
+        "rec" = c("R1", "R2", "R3", "R4"),
+        "incoming_lig" = c("L1", "L2", "L3", "L4"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P5" = list(
+      "C1" = list(
+        "tfs" = c("TF3"),
+        "rec" = c("R3"),
+        "incoming_lig" = c("L3"),
+        "tfs_rec" = c("TF3 <- R3"),
+        "rec_lig" = c("R3 <- L3")
+      ),
+      "C2" = list(
+        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
+        "rec" = c("R1", "R2", "R3", "R4"),
+        "incoming_lig" = c("L1", "L2", "L3", "L4"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
+      )
+    ),
+    "P6" = list(
+      "C1" = list(
+        "tfs" = c(),
+        "rec" = c(),
+        "incoming_lig" = c(),
+        "tfs_rec" = c(),
+        "rec_lig" = c()
+      ),
+      "C2" = list(
+        "tfs" = c("TF1", "TF2", "TF3"),
+        "rec" = c("R1", "R2", "R3"),
+        "incoming_lig" = c("L1", "L2", "L3"),
+        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3"),
+        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3")
+      )
+    )
+  )
+)
+return(linkage_sum_tiny)
+}
diff --git a/man/count_linkage.Rd b/man/count_linkage.Rd
index 5d1bef51..cc76106f 100644
--- a/man/count_linkage.Rd
+++ b/man/count_linkage.Rd
@@ -32,7 +32,7 @@ Count occurrences of linkages across multiple domino results from a linkage summ
 \examples{
 data(mockdata)
 count_linkage(
-  linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", 
+  linkage_summary = mock_linkage_sumary, cluster = "C1", 
   group.by = "group", linkage = "rec")
 
 }
diff --git a/man/test_differential_linkages.Rd b/man/test_differential_linkages.Rd
index 73321851..7424d54a 100644
--- a/man/test_differential_linkages.Rd
+++ b/man/test_differential_linkages.Rd
@@ -48,9 +48,8 @@ a data frame of results from the test of the differential linkages. Rows corresp
 Statistical test for differential linkages across multiple domino results
 }
 \examples{
-data(mockdata)
 tiny_differential_linkage_c1 <- test_differential_linkages(
-  linkage_summary = mockdata$linkage_sum_tiny, cluster = "C1", group.by = "group",
+  linkage_summary = mock_linkage_summary(), cluster = "C1", group.by = "group",
   linkage = "rec", test_name = "fishers.exact"
 )
 

From bf24a0fcfd76fcd5db88e6e5f8cc57109fe62d98 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 11:50:45 -0400
Subject: [PATCH 18/35] fully remove mockdata

---
 R/data.R              |  14 ------
 R/differential_fxns.R |   3 +-
 data-raw/tiny_data.R  | 113 ------------------------------------------
 data/mockdata.RData   | Bin 51908 -> 0 bytes
 man/count_linkage.Rd  |   3 +-
 man/mockdata.Rd       |  21 --------
 6 files changed, 2 insertions(+), 152 deletions(-)
 delete mode 100644 data/mockdata.RData
 delete mode 100644 man/mockdata.Rd

diff --git a/R/data.R b/R/data.R
index 98cb8348..dcd24b46 100644
--- a/R/data.R
+++ b/R/data.R
@@ -42,17 +42,3 @@
 #' 
 #' @source <https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz>
 "CellPhoneDB"
-
-#' dominoSignal object mocks
-#'
-#' A list of four mocks of dominoSignal data.
-#'
-#'
-#' @format A list of:
-#' \describe{
-#'  \item{linkage_sum_tiny}{Mock of a linkage summary}
-#'  \item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
-#'  \item{tiny_differential_linkage_c2}{Another example of diff linkage}
-#' }
-#'
-"mockdata"
\ No newline at end of file
diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index 4f122c57..a0a452dc 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -140,9 +140,8 @@ summarize_linkages <- function(domino_results, subject_meta, subject_names = NUL
 #' @return a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.
 #' @export
 #' @examples
-#' data(mockdata)
 #' count_linkage(
-#'   linkage_summary = mock_linkage_sumary, cluster = "C1", 
+#'   linkage_summary = mock_linkage_sumary(), cluster = "C1", 
 #'   group.by = "group", linkage = "rec")
 #' 
 count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "rec_lig", subject_names = NULL) {
diff --git a/data-raw/tiny_data.R b/data-raw/tiny_data.R
index ac731cf5..50f46f60 100644
--- a/data-raw/tiny_data.R
+++ b/data-raw/tiny_data.R
@@ -143,116 +143,6 @@ pbmc_dom_built_tiny <- build_domino(
 )
 
 
-# example linkage summary for comparitive functions
-linkage_sum_tiny <- new("linkage_summary",
-  subject_meta = data.frame(
-    "subject_names" = paste0("P",1:6),
-    "group" = c(rep("G1", 3), rep("G2", 3))
-  ), 
-  subject_names = factor(
-    paste0("P",1:6), levels = paste0("P",1:6)
-  ), 
-  subject_linkages = list(
-    "P1" = list(
-      "C1" = list(
-        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
-        "rec" = c("R1", "R2", "R3", "R4"),
-        "incoming_lig" = c("L1", "L2", "L3", "L4"),
-        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
-        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
-      ),
-      "C2" = list(
-        "tfs" = c("TF2", "TF3", "TF4"),
-        "rec" = c("R2", "R3", "R4"),
-        "incoming_lig" = c("L2", "L3", "L4"),
-        "tfs_rec" = c("TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
-        "rec_lig" = c("R2 <- L2", "R3 <- L3", "R4 <- L4")
-      )
-    ),
-    "P2" = list(
-      "C1" = list(
-        "tfs" = c("TF1", "TF2"),
-        "rec" = c("R1", "R2"),
-        "incoming_lig" = c("L1", "L2"),
-        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2"),
-        "rec_lig" = c("R1 <- L1", "R2 <- L2")
-      ),
-      "C2" = list(
-        "tfs" = c("TF3", "TF4"),
-        "rec" = c("R3", "R4"),
-        "incoming_lig" = c("L3", "L4"),
-        "tfs_rec" = c("TF3 <- R3", "TF4 <- R4"),
-        "rec_lig" = c("R3 <- L3", "R4 <- L4")
-      )
-    ),
-    "P3" = list(
-      "C1" = list(
-        "tfs" = c("TF1", "TF2"),
-        "rec" = c("R1", "R2"),
-        "incoming_lig" = c("L1", "L2"),
-        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2"),
-        "rec_lig" = c("R1 <- L1", "R2 <- L2")
-      ),
-      "C2" = list(
-        "tfs" = c("TF3"),
-        "rec" = c("R3"),
-        "incoming_lig" = c("L3"),
-        "tfs_rec" = c("TF3 <- R3"),
-        "rec_lig" = c("R3 <- L3")
-      )
-    ),
-    "P4" = list(
-      "C1" = list(
-        "tfs" = c("TF2", "TF3", "TF4"),
-        "rec" = c("R2", "R3", "R4"),
-        "incoming_lig" = c("L2", "L3", "L4"),
-        "tfs_rec" = c("TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
-        "rec_lig" = c("R2 <- L2", "R3 <- L3", "R4 <- L4")
-      ),
-      "C2" = list(
-        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
-        "rec" = c("R1", "R2", "R3", "R4"),
-        "incoming_lig" = c("L1", "L2", "L3", "L4"),
-        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
-        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
-      )
-    ),
-    "P5" = list(
-      "C1" = list(
-        "tfs" = c("TF3"),
-        "rec" = c("R3"),
-        "incoming_lig" = c("L3"),
-        "tfs_rec" = c("TF3 <- R3"),
-        "rec_lig" = c("R3 <- L3")
-      ),
-      "C2" = list(
-        "tfs" = c("TF1", "TF2", "TF3", "TF4"),
-        "rec" = c("R1", "R2", "R3", "R4"),
-        "incoming_lig" = c("L1", "L2", "L3", "L4"),
-        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3", "TF4 <- R4"),
-        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3", "R4 <- L4")
-      )
-    ),
-    "P6" = list(
-      "C1" = list(
-        "tfs" = c(),
-        "rec" = c(),
-        "incoming_lig" = c(),
-        "tfs_rec" = c(),
-        "rec_lig" = c()
-      ),
-      "C2" = list(
-        "tfs" = c("TF1", "TF2", "TF3"),
-        "rec" = c("R1", "R2", "R3"),
-        "incoming_lig" = c("L1", "L2", "L3"),
-        "tfs_rec" = c("TF1 <- R1", "TF2 <- R2", "TF3 <- R3"),
-        "rec_lig" = c("R1 <- L1", "R2 <- L2", "R3 <- L3")
-      )
-    )
-  )
-)
-
-
 # save all data to be used in tests and examples
 CellPhoneDB <- list(complexes_tiny=complexes_tiny,
                          genes_tiny=genes_tiny,
@@ -269,6 +159,3 @@ PBMC <- list(RNA_count_tiny=RNA_count_tiny,
              clusters_tiny=clusters_tiny)
 save(PBMC, file = "data/PBMC.RData")
 
-mockdata <- list(
-              linkage_sum_tiny=linkage_sum_tiny)
-save(mockdata, file = "data/mockdata.RData")
diff --git a/data/mockdata.RData b/data/mockdata.RData
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diff --git a/man/count_linkage.Rd b/man/count_linkage.Rd
index cc76106f..b7a4f96a 100644
--- a/man/count_linkage.Rd
+++ b/man/count_linkage.Rd
@@ -30,9 +30,8 @@ a data frame with columns for the unique linkage features and the counts of how
 Count occurrences of linkages across multiple domino results from a linkage summary
 }
 \examples{
-data(mockdata)
 count_linkage(
-  linkage_summary = mock_linkage_sumary, cluster = "C1", 
+  linkage_summary = mock_linkage_sumary(), cluster = "C1", 
   group.by = "group", linkage = "rec")
 
 }
diff --git a/man/mockdata.Rd b/man/mockdata.Rd
deleted file mode 100644
index eece50be..00000000
--- a/man/mockdata.Rd
+++ /dev/null
@@ -1,21 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/data.R
-\docType{data}
-\name{mockdata}
-\alias{mockdata}
-\title{dominoSignal object mocks}
-\format{
-A list of:
-\describe{
-\item{linkage_sum_tiny}{Mock of a linkage summary}
-\item{tiny_differential_linkage_c1}{An examlpe of diff linkage}
-\item{tiny_differential_linkage_c2}{Another example of diff linkage}
-}
-}
-\usage{
-mockdata
-}
-\description{
-A list of four mocks of dominoSignal data.
-}
-\keyword{datasets}

From f8e44b05d3388413f12f5719bbaf0c0837c4f9d3 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Sat, 22 Jun 2024 20:07:38 -0400
Subject: [PATCH 19/35] bugfix mock_linkage_summary

---
 NAMESPACE             | 1 +
 R/differential_fxns.R | 2 +-
 R/utils.R             | 4 ++--
 man/count_linkage.Rd  | 2 +-
 4 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/NAMESPACE b/NAMESPACE
index 5b41425e..158dae3b 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -24,6 +24,7 @@ export(feat_heatmap)
 export(gene_network)
 export(incoming_signaling_heatmap)
 export(mean_ligand_expression)
+export(mock_linkage_summary)
 export(plot_differential_linkages)
 export(rename_clusters)
 export(signaling_heatmap)
diff --git a/R/differential_fxns.R b/R/differential_fxns.R
index a0a452dc..1bc72601 100644
--- a/R/differential_fxns.R
+++ b/R/differential_fxns.R
@@ -141,7 +141,7 @@ summarize_linkages <- function(domino_results, subject_meta, subject_names = NUL
 #' @export
 #' @examples
 #' count_linkage(
-#'   linkage_summary = mock_linkage_sumary(), cluster = "C1", 
+#'   linkage_summary = mock_linkage_summary(), cluster = "C1", 
 #'   group.by = "group", linkage = "rec")
 #' 
 count_linkage <- function(linkage_summary, cluster, group.by = NULL, linkage = "rec_lig", subject_names = NULL) {
diff --git a/R/utils.R b/R/utils.R
index 9a6b23c9..831d954f 100644
--- a/R/utils.R
+++ b/R/utils.R
@@ -376,10 +376,10 @@ conv_py_bools <- function(obj) {
 }
 
 
-#' Create a mock linkage summary object for testing
+#' Create a mock linkage summary object
 #'
 #' @return obj a linkage summary object
-#' @keywords internal
+#' @export
 mock_linkage_summary <- function() {
   linkage_sum_tiny <- new("linkage_summary",
   subject_meta = data.frame(
diff --git a/man/count_linkage.Rd b/man/count_linkage.Rd
index b7a4f96a..496e3a9a 100644
--- a/man/count_linkage.Rd
+++ b/man/count_linkage.Rd
@@ -31,7 +31,7 @@ Count occurrences of linkages across multiple domino results from a linkage summ
 }
 \examples{
 count_linkage(
-  linkage_summary = mock_linkage_sumary(), cluster = "C1", 
+  linkage_summary = mock_linkage_summary(), cluster = "C1", 
   group.by = "group", linkage = "rec")
 
 }

From 4c6f1ad74cd8640554a46acdf7a175f6a43b0009 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Mon, 1 Jul 2024 10:30:46 -0400
Subject: [PATCH 20/35] make mocker fun not internal

---
 man/mock_linkage_summary.Rd | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 man/mock_linkage_summary.Rd

diff --git a/man/mock_linkage_summary.Rd b/man/mock_linkage_summary.Rd
new file mode 100644
index 00000000..7ae6fc3d
--- /dev/null
+++ b/man/mock_linkage_summary.Rd
@@ -0,0 +1,14 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/utils.R
+\name{mock_linkage_summary}
+\alias{mock_linkage_summary}
+\title{Create a mock linkage summary object}
+\usage{
+mock_linkage_summary()
+}
+\value{
+obj a linkage summary object
+}
+\description{
+Create a mock linkage summary object
+}

From 0b1ec6c05065d442ce383d7268b2e9216bff086b Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Mon, 1 Jul 2024 10:48:18 -0400
Subject: [PATCH 21/35] adjust test data for test-import_fxns.R

---
 tests/testthat/test-import_fxns.R | 104 ++++++------------------------
 1 file changed, 20 insertions(+), 84 deletions(-)

diff --git a/tests/testthat/test-import_fxns.R b/tests/testthat/test-import_fxns.R
index 2a424854..8a70995e 100644
--- a/tests/testthat/test-import_fxns.R
+++ b/tests/testthat/test-import_fxns.R
@@ -1,88 +1,9 @@
-## unit tests use internal data stored in R/sysdata.R
-
-## large scale test that processing functions generate results matching the state of the code in v0.2.1
-test_that("creation of rl_map from CellPhoneDB v4 input", {
-  # use rl_map created in domino2 v0.2.1
-  data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny, rl_map_tiny)
-  rl_map <- create_rl_map_cellphonedb(
-    genes = genes_tiny,
-    proteins = proteins_tiny,
-    interactions = interactions_tiny,
-    complexes = complexes_tiny
-  )
-  expect_equal(rl_map, rl_map_tiny)
-})
-
-test_that("formating of SCENIC regulons output as a list", {
-  # use regulon list created in domino2 v0.2.1
-  data(regulons_tiny, regulon_list_tiny)
-  regulon_ls <- create_regulon_list_scenic(regulons = regulons_tiny)
-  expect_equal(regulon_ls, regulon_list_tiny)
-})
-
-test_that("creation of a domino object from SCENIC and CellPhoneDB inputs", {
-  # domino object created in domino2 v0.2.1
-  # rl_map created in domino2 v0.2.1 from CellPhoneDB v4
-  # scenic inputs from pySCENIC v0.11.0
-  # minimal expression data from 360 cells in 3 cell types,
-  # expression features for 16 genes
-  # 360 cell barcodes have annotations of cell type assignment in clusters_tiny
-  data(rl_map_tiny, regulon_list_tiny, auc_tiny, 
-       RNA_count_tiny, RNA_zscore_tiny, clusters_tiny, pbmc_dom_tiny)
-  pbmc_dom <- create_domino(
-    rl_map = rl_map_tiny,
-    features = auc_tiny,
-    counts = RNA_count_tiny,
-    z_scores = RNA_zscore_tiny,
-    clusters = clusters_tiny,
-    tf_targets = regulon_list_tiny,
-    use_clusters = TRUE,
-    use_complexes = TRUE,
-    remove_rec_dropout = FALSE
-  )
-  expect_equal(pbmc_dom@linkages$complexes, pbmc_dom_tiny@linkages$complexes)
-  expect_equal(pbmc_dom@linkages$rec_lig, pbmc_dom_tiny@linkages$rec_lig)
-  expect_equal(pbmc_dom@linkages$tf_targets, pbmc_dom_tiny@linkages$tf_targets)
-  expect_equal(pbmc_dom@clust_de, pbmc_dom_tiny@clust_de)
-  expect_equal(pbmc_dom@cor, pbmc_dom_tiny@cor)
-})
-
-test_that("building a domino object under set parameters", {
-  # built domino object created in domino2 v0.2.1
-  # domino object created in domino2 v0.2.1
-  data(pbmc_dom_built_tiny, pbmc_dom_tiny)
-  pbmc_dom_built <- build_domino(
-    dom = pbmc_dom_tiny,
-    min_tf_pval = .05,
-    max_tf_per_clust = Inf,
-    max_rec_per_tf = Inf,
-    rec_tf_cor_threshold = .1,
-    min_rec_percentage = 0.01
-  )
-  expect_equal(pbmc_dom_built@linkages$clust_tf,
-               pbmc_dom_built_tiny@linkages$clust_tf)
-
-  expect_equal(pbmc_dom_built@linkages$clust_rec,
-               pbmc_dom_built_tiny@linkages$clust_rec)
-
-  expect_equal(pbmc_dom_built@linkages$clust_tf_rec,
-               pbmc_dom_built_tiny@linkages$clust_tf_rec)
-
-  expect_equal(pbmc_dom_built@linkages$clust_incoming_lig,
-               pbmc_dom_built_tiny@linkages$clust_incoming_lig)
-
-  expect_equal(pbmc_dom_built@linkages$tf_rec,
-               pbmc_dom_built_tiny@linkages$tf_rec)
-
-  expect_equal(pbmc_dom_built@cl_signaling_matrices,
-               pbmc_dom_built_tiny@cl_signaling_matrices)
-
-  expect_equal(pbmc_dom_built@signaling,
-               pbmc_dom_built_tiny@signaling)
-})
-
 test_that("create_rl_map_cellphonedb fails on wrong input arg type.", {
-  data(genes_tiny, proteins_tiny, interactions_tiny, complexes_tiny)
+  data(CellPhoneDB)
+  genes_tiny <- CellPhoneDB$genes_tiny
+  proteins_tiny <- CellPhoneDB$proteins_tiny
+  interactions_tiny <- CellPhoneDB$interactions_tiny
+  complexes_tiny <- CellPhoneDB$complexes_tiny
 
   expect_error(create_rl_map_cellphonedb(
     genes = list(), proteins = proteins_tiny,
@@ -119,6 +40,21 @@ test_that("create_rl_map_cellphonedb fails on wrong input arg type.", {
 
 
 test_that("create_domino fails on wrong input arg type.", {
+  data(PBMC)
+  data(SCENIC)
+  data(CellPhoneDB)
+
+  rl_map_tiny <- create_rl_map_cellphonedb(genes = CellPhoneDB$genes_tiny,
+    proteins = CellPhoneDB$proteins_tiny,
+    interactions = CellPhoneDB$interactions_tiny,
+    complexes = CellPhoneDB$complexes_tiny)
+
+  auc_tiny <- SCENIC$auc_tiny
+
+  RNA_count_tiny <- PBMC$RNA_count_tiny
+  RNA_zscore_tiny <- PBMC$RNA_zscore_tiny
+  clusters_tiny <- PBMC$clusters_tiny
+
   #bad rl map
   data(rl_map_tiny, auc_tiny, RNA_count_tiny, RNA_zscore_tiny, clusters_tiny)
   bad_rl_map <- "rl_map"

From ecf48bbb77a64f75a2ee508a516285018b982b4f Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Mon, 1 Jul 2024 11:18:27 -0400
Subject: [PATCH 22/35] add separate regression tests

---
 R/sysdata.rda                    | Bin 0 -> 135551 bytes
 tests/testthat/test-regression.R |  78 +++++++++++++++++++++++++++++++
 2 files changed, 78 insertions(+)
 create mode 100644 R/sysdata.rda
 create mode 100644 tests/testthat/test-regression.R

diff --git a/R/sysdata.rda b/R/sysdata.rda
new file mode 100644
index 0000000000000000000000000000000000000000..33274639d97c4bb6f6c43e0452463152e7a687d7
GIT binary patch
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diff --git a/tests/testthat/test-regression.R b/tests/testthat/test-regression.R
new file mode 100644
index 00000000..87911d87
--- /dev/null
+++ b/tests/testthat/test-regression.R
@@ -0,0 +1,78 @@
+## regression tests use internal data stored in R/sysdata.R
+## see example of creation in d8b0e11
+
+## large scale test that processing functions generate results matching the state of the code in v0.2.1
+test_that("creation of rl_map from CellPhoneDB v4 input", {
+  # use rl_map created in domino2 v0.2.1
+  rl_map <- create_rl_map_cellphonedb(
+    genes = v0.2.1$genes_tiny,
+    proteins = v0.2.1$proteins_tiny,
+    interactions = v0.2.1$interactions_tiny,
+    complexes = v0.2.1$complexes_tiny
+  )
+  expect_equal(rl_map, v0.2.1$rl_map_tiny)
+})
+
+test_that("formating of SCENIC regulons output as a list", {
+  # use regulon list created in domino2 v0.2.1
+  regulon_ls <- create_regulon_list_scenic(regulons = v0.2.1$regulons_tiny)
+  expect_equal(regulon_ls, v0.2.1$regulon_list_tiny)
+})
+
+test_that("creation of a domino object from SCENIC and CellPhoneDB inputs", {
+  # domino object created in domino2 v0.2.1
+  # rl_map created in domino2 v0.2.1 from CellPhoneDB v4
+  # scenic inputs from pySCENIC v0.11.0
+  # minimal expression data from 360 cells in 3 cell types,
+  # expression features for 16 genes
+  # 360 cell barcodes have annotations of cell type assignment in clusters_tiny
+  pbmc_dom <- create_domino(
+    rl_map = v0.2.1$rl_map_tiny,
+    features = v0.2.1$auc_tiny,
+    counts = v0.2.1$RNA_count_tiny,
+    z_scores = v0.2.1$RNA_zscore_tiny,
+    clusters = v0.2.1$clusters_tiny,
+    tf_targets = v0.2.1$regulon_list_tiny,
+    use_clusters = TRUE,
+    use_complexes = TRUE,
+    remove_rec_dropout = FALSE
+  )
+  expect_equal(pbmc_dom@linkages$complexes, v0.2.1$pbmc_dom_tiny@linkages$complexes)
+  expect_equal(pbmc_dom@linkages$rec_lig, v0.2.1$pbmc_dom_tiny@linkages$rec_lig)
+  expect_equal(pbmc_dom@linkages$tf_targets, v0.2.1$pbmc_dom_tiny@linkages$tf_targets)
+  expect_equal(pbmc_dom@clust_de, v0.2.1$pbmc_dom_tiny@clust_de)
+  expect_equal(pbmc_dom@cor, v0.2.1$pbmc_dom_tiny@cor)
+})
+
+test_that("building a domino object under set parameters", {
+  # built domino object created in domino2 v0.2.1
+  # domino object created in domino2 v0.2.1
+  pbmc_dom_built <- build_domino(
+    dom = v0.2.1$pbmc_dom_tiny,
+    min_tf_pval = .05,
+    max_tf_per_clust = Inf,
+    max_rec_per_tf = Inf,
+    rec_tf_cor_threshold = .1,
+    min_rec_percentage = 0.01
+  )
+  expect_equal(pbmc_dom_built@linkages$clust_tf,
+               v0.2.1$pbmc_dom_built_tiny@linkages$clust_tf)
+
+  expect_equal(pbmc_dom_built@linkages$clust_rec,
+               v0.2.1$pbmc_dom_built_tiny@linkages$clust_rec)
+
+  expect_equal(pbmc_dom_built@linkages$clust_tf_rec,
+               v0.2.1$pbmc_dom_built_tiny@linkages$clust_tf_rec)
+
+  expect_equal(pbmc_dom_built@linkages$clust_incoming_lig,
+               v0.2.1$pbmc_dom_built_tiny@linkages$clust_incoming_lig)
+
+  expect_equal(pbmc_dom_built@linkages$tf_rec,
+               v0.2.1$pbmc_dom_built_tiny@linkages$tf_rec)
+
+  expect_equal(pbmc_dom_built@cl_signaling_matrices,
+               v0.2.1$pbmc_dom_built_tiny@cl_signaling_matrices)
+
+  expect_equal(pbmc_dom_built@signaling,
+               v0.2.1$pbmc_dom_built_tiny@signaling)
+})
\ No newline at end of file

From 36df44abc78573c9c3f370eedf4d4530b12b75ff Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Mon, 1 Jul 2024 11:28:33 -0400
Subject: [PATCH 23/35] rm the redundant test

---
 tests/testthat/test-processing_fxns.R | 15 ---------------
 1 file changed, 15 deletions(-)
 delete mode 100644 tests/testthat/test-processing_fxns.R

diff --git a/tests/testthat/test-processing_fxns.R b/tests/testthat/test-processing_fxns.R
deleted file mode 100644
index 894afb01..00000000
--- a/tests/testthat/test-processing_fxns.R
+++ /dev/null
@@ -1,15 +0,0 @@
-## unit tests use internal data stored in R/sysdata.R
-
-test_that("build_domino runs correctly", {
-  # use rl_map created in domino2 v0.2.1
-  data(pbmc_dom_built_tiny, pbmc_dom_tiny)
-  dom_build <- build_domino(
-    pbmc_dom_tiny,
-    min_tf_pval = .05,
-    max_tf_per_clust = Inf,
-    max_rec_per_tf = Inf,
-    rec_tf_cor_threshold = .1,
-    min_rec_percentage = 0.01
-  )
-  expect_equal(dom_build, pbmc_dom_built_tiny)
-})

From cf274670a342dc688d909fb3837bd5508f333632 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Mon, 1 Jul 2024 11:35:10 -0400
Subject: [PATCH 24/35] bump version

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 74f3dd61..318734c5 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: dominoSignal
 Title: Cell Communication Analysis for Single Cell RNA Sequencing
-Version: 0.99.2
+Version: 0.99.3
 Authors@R: c(
     person("Christopher", "Cherry", role = c("aut"), email = "ccherry.6574@gmail.com", comment = c(ORCID = "0000-0002-5481-0055")),
     person("Jacob T", "Mitchell", role = c("aut", "cre"), email = "jmitch81@jhmi.edu", comment = c(ORCID = "0000-0002-5370-9692")),

From 190b731d14243664439fbe2826c9d9fbd1dddcb8 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 16:56:06 -0400
Subject: [PATCH 25/35] restore github actions

---
 .github/copy_to_branch.sh           | 30 ++++++++++++++++++++
 .github/workflows/bioc_branch.yml   | 22 +++++++++++++++
 .github/workflows/document.yaml     | 43 +++++++++++++++++++++++++++++
 .github/workflows/r-build-check.yml | 10 +++++++
 4 files changed, 105 insertions(+)
 create mode 100755 .github/copy_to_branch.sh
 create mode 100644 .github/workflows/bioc_branch.yml
 create mode 100644 .github/workflows/document.yaml
 create mode 100644 .github/workflows/r-build-check.yml

diff --git a/.github/copy_to_branch.sh b/.github/copy_to_branch.sh
new file mode 100755
index 00000000..a01815ff
--- /dev/null
+++ b/.github/copy_to_branch.sh
@@ -0,0 +1,30 @@
+# Designate desired directories and files
+SRC_FOLDER_PATHS=(data-raw man R tests vignettes)
+SRC_FILE_PATHS=(DESCRIPTION LICENSE NAMESPACE NEWS.md README.md inst/CITATION)
+
+# Get files from directories
+FILES=$(find "${SRC_FOLDER_PATHS[@]}" -type f)
+
+# Add indicated individual files
+for F in "${SRC_FILE_PATHS[@]}"
+do
+FILES+=" ${F}"
+done
+
+echo "${FILES[@]}"
+
+# Pass these to github:
+git config --global user.name 'GitHub Action'
+git config --global user.email 'action@github.com'
+# Fetch branches
+git fetch
+# Checkout target branch                         
+git checkout $TARGET_BRANCH
+# copy files from the branch the action is being run upon
+SRC_BRANCH=$(git symbolic-ref --short HEAD)
+git checkout $SRC_BRANCH -- $FILES
+# Commit to the repository (ignore if no changes)
+git add -A
+git diff-index --quiet HEAD ||  git commit -am "update files"
+# Push to remote branch
+git push origin $TARGET_BRANCH 
\ No newline at end of file
diff --git a/.github/workflows/bioc_branch.yml b/.github/workflows/bioc_branch.yml
new file mode 100644
index 00000000..e169b73e
--- /dev/null
+++ b/.github/workflows/bioc_branch.yml
@@ -0,0 +1,22 @@
+name: Update Bioconductor package files
+
+on:
+  push:
+    branches: [main, master]
+  pull_request:
+    branches: [main, master]
+  release:
+    types: [published]
+  workflow_dispatch:
+
+jobs:
+  copy:
+    name: Copy files
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: copy
+        env:
+          TARGET_BRANCH: 'master'
+        run: .github/copy_to_branch.sh
+        shell: bash
diff --git a/.github/workflows/document.yaml b/.github/workflows/document.yaml
new file mode 100644
index 00000000..59afa1a7
--- /dev/null
+++ b/.github/workflows/document.yaml
@@ -0,0 +1,43 @@
+# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples
+# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help
+on:
+    push:
+      paths: ["R/**"]
+    workflow_dispatch:
+  
+name: documentation-update
+  
+jobs:
+    document:
+      runs-on: ubuntu-latest
+      env:
+        GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+      steps:
+        - name: Checkout repo
+          uses: actions/checkout@v3
+          with:
+            fetch-depth: 0
+  
+        - name: Setup R
+          uses: r-lib/actions/setup-r@v2
+          with:
+            use-public-rspm: true
+  
+        - name: Install dependencies
+          uses: r-lib/actions/setup-r-dependencies@v2
+          with:
+            extra-packages: any::roxygen2
+            needs: roxygen2
+  
+        - name: Document
+          run: roxygen2::roxygenise()
+          shell: Rscript {0}
+  
+        - name: Commit and push changes
+          run: |
+            git config --local user.name "$GITHUB_ACTOR"
+            git config --local user.email "$GITHUB_ACTOR@users.noreply.github.com"
+            git add man/\* NAMESPACE DESCRIPTION
+            git commit -m "Update documentation" || echo "No changes to commit"
+            git pull --ff-only
+            git push origin
diff --git a/.github/workflows/r-build-check.yml b/.github/workflows/r-build-check.yml
new file mode 100644
index 00000000..4f4de968
--- /dev/null
+++ b/.github/workflows/r-build-check.yml
@@ -0,0 +1,10 @@
+name: r-build-check
+on:
+    pull_request:
+        branches: ['master', 'dev']
+    workflow_dispatch:
+
+jobs:
+    build-check:
+        uses: FertigLab/actions/.github/workflows/r-build-check.yml@v1
+        secrets: inherit

From 389578b37dfcb23e548af00a993c06e7331bbbb5 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 16:56:37 -0400
Subject: [PATCH 26/35] restore nojekyll

---
 .nojekyll | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 .nojekyll

diff --git a/.nojekyll b/.nojekyll
new file mode 100644
index 00000000..8b137891
--- /dev/null
+++ b/.nojekyll
@@ -0,0 +1 @@
+

From f0cfd99a34597a1e3695493a9de90c18410810a1 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:08:05 -0400
Subject: [PATCH 27/35] restore articles

---
 articles/domino2.html                         |  979 +++++++++++++++
 .../figure-html/unnamed-chunk-10-1.png        |  Bin 0 -> 204953 bytes
 .../figure-html/unnamed-chunk-5-1.png         |  Bin 0 -> 496272 bytes
 .../figure-html/unnamed-chunk-6-1.png         |  Bin 0 -> 183056 bytes
 .../figure-html/unnamed-chunk-7-1.png         |  Bin 0 -> 182147 bytes
 .../figure-html/unnamed-chunk-8-1.png         |  Bin 0 -> 167087 bytes
 .../figure-html/unnamed-chunk-9-1.png         |  Bin 0 -> 88225 bytes
 articles/domino_object_vignette.html          | 1065 +++++++++++++++++
 articles/index.html                           |   92 ++
 articles/plotting_vignette.html               |  400 +++++++
 .../figure-html/circos-1.png                  |  Bin 0 -> 205292 bytes
 .../figure-html/circos-opt-1.png              |  Bin 0 -> 203238 bytes
 .../figure-html/corheatmap-1.png              |  Bin 0 -> 159198 bytes
 .../corheatmap-ComplexHeatmap-args-1.png      |  Bin 0 -> 128299 bytes
 .../figure-html/corheatmap-options-1.png      |  Bin 0 -> 158024 bytes
 .../figure-html/corheatmap-options-2.png      |  Bin 0 -> 299710 bytes
 .../figure-html/corheatmap-subset-1.png       |  Bin 0 -> 34288 bytes
 .../figure-html/corscatter-1.png              |  Bin 0 -> 192972 bytes
 .../figure-html/featheatmap-1.png             |  Bin 0 -> 424950 bytes
 .../figure-html/featheatmap-options-1.png     |  Bin 0 -> 541824 bytes
 .../figure-html/featheatmap-options-2.png     |  Bin 0 -> 262807 bytes
 .../figure-html/genenetwork-1.png             |  Bin 0 -> 181471 bytes
 .../figure-html/genenetwork-cols-1.png        |  Bin 0 -> 182052 bytes
 .../figure-html/genenetwork-options-1.png     |  Bin 0 -> 182287 bytes
 .../figure-html/incoming-1.png                |  Bin 0 -> 58125 bytes
 .../figure-html/incoming-subset-1.png         |  Bin 0 -> 41603 bytes
 .../figure-html/signaling-1.png               |  Bin 0 -> 81327 bytes
 .../figure-html/signaling-norm-1.png          |  Bin 0 -> 82442 bytes
 .../figure-html/signaling-norm-2.png          |  Bin 0 -> 79935 bytes
 .../figure-html/signalingnet-1.png            |  Bin 0 -> 165800 bytes
 .../figure-html/signalingnet-clusts-1.png     |  Bin 0 -> 37233 bytes
 31 files changed, 2536 insertions(+)
 create mode 100644 articles/domino2.html
 create mode 100644 articles/domino2_files/figure-html/unnamed-chunk-10-1.png
 create mode 100644 articles/domino2_files/figure-html/unnamed-chunk-5-1.png
 create mode 100644 articles/domino2_files/figure-html/unnamed-chunk-6-1.png
 create mode 100644 articles/domino2_files/figure-html/unnamed-chunk-7-1.png
 create mode 100644 articles/domino2_files/figure-html/unnamed-chunk-8-1.png
 create mode 100644 articles/domino2_files/figure-html/unnamed-chunk-9-1.png
 create mode 100644 articles/domino_object_vignette.html
 create mode 100644 articles/index.html
 create mode 100644 articles/plotting_vignette.html
 create mode 100644 articles/plotting_vignette_files/figure-html/circos-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/circos-opt-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/corheatmap-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/corheatmap-ComplexHeatmap-args-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/corheatmap-options-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/corheatmap-options-2.png
 create mode 100644 articles/plotting_vignette_files/figure-html/corheatmap-subset-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/corscatter-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/featheatmap-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/featheatmap-options-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/featheatmap-options-2.png
 create mode 100644 articles/plotting_vignette_files/figure-html/genenetwork-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/genenetwork-cols-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/genenetwork-options-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/incoming-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/incoming-subset-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/signaling-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/signaling-norm-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/signaling-norm-2.png
 create mode 100644 articles/plotting_vignette_files/figure-html/signalingnet-1.png
 create mode 100644 articles/plotting_vignette_files/figure-html/signalingnet-clusts-1.png

diff --git a/articles/domino2.html b/articles/domino2.html
new file mode 100644
index 00000000..c668b912
--- /dev/null
+++ b/articles/domino2.html
@@ -0,0 +1,979 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+<meta charset="utf-8">
+<meta http-equiv="X-UA-Compatible" content="IE=edge">
+<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<meta name="description" content="domino2">
+<title>Get Started with domino2 • domino2</title>
+<!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png">
+<link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png">
+<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png">
+<link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png">
+<link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png">
+<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png">
+<script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
+<!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
+<script src="../extra.js"></script><meta property="og:title" content="Get Started with domino2">
+<meta property="og:description" content="domino2">
+<meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg">
+<!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]-->
+</head>
+<body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto">
+<li class="active nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
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+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Get Started with domino2</h1>
+            
+      
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/domino2.Rmd" class="external-link"><code>vignettes/domino2.Rmd</code></a></small>
+      <div class="d-none name"><code>domino2.Rmd</code></div>
+    </div>
+
+    
+    
+<p>domino2 is a tool for analysis of intra- and intercellular signaling
+in single cell RNA sequencing (scRNAseq) data based on transcription
+factor (TF) activation. Here, we show a basic example pipeline for
+generating communication networks as a domino object. This vignette will
+demonstrate how to use domino2 on the 10X Genomics Peripheral Blood
+Mononuclear Cells (PBMC) data set of 2,700 cells. The data can be
+downloaded <a href="https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz" class="external-link">here</a>.</p>
+<div class="section level2">
+<h2 id="data-preparation">Data preparation<a class="anchor" aria-label="anchor" href="#data-preparation"></a>
+</h2>
+<p>Analysis of cell-cell communication with domino2 often follows
+initial processing and annotation of scRNAseq data. We used the <a href="https://satijalab.org/seurat/articles/pbmc3k_tutorial" class="external-link">Satija
+Lab’s Guided Clustering Tutorial</a> to prepare the data set for
+analysis with domino2. The <a href="data-raw/example_data.R">complete
+processing script</a> is available in the data-raw directory of the
+domino2 package. The processed data can be downloaded from <a href="https://zenodo.org/records/10222767" class="external-link">Zenodo</a>.</p>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">pbmc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/readRDS.html" class="external-link">readRDS</a></span><span class="op">(</span><span class="va">pbmc</span><span class="op">)</span></span></code></pre></div>
+<div class="section level3">
+<h3 id="preparing-preprocessed-data">Preparing Preprocessed Data:<a class="anchor" aria-label="anchor" href="#preparing-preprocessed-data"></a>
+</h3>
+<p>domino2 was designed to be compatible with <a href="https://satijalab.org/seurat" class="external-link">Seurat</a>
+objects in addition to accepting matrices and vectors of the data set as
+function inputs. However, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used
+for TF activation inference, and it requires as input a cell by gene
+matrix. This is the opposite orientation of <a href="https://satijalab.org/seurat" class="external-link">Seurat</a>
+objects but is the default for Python based tools such as <a href="https://scanpy.readthedocs.io/en/stable/" class="external-link">scanpy</a>. The RNA
+counts matrix can be saved as a tab-seperated value (.tsv) or
+comma-sperated value (.csv) file after transposing the matrix to cell by
+gene orientation.</p>
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="fu">Seurat</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/SeuratObject/man/AssayData.html" class="external-link">GetAssayData</a></span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/utils/write.table.html" class="external-link">write.table</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="va">pbmc_counts</span><span class="op">)</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">input_dir</span>, <span class="st">"/pbmc3k_counts.tsv"</span><span class="op">)</span>, sep <span class="op">=</span> <span class="st">"\t"</span>,</span>
+<span>    col.names <span class="op">=</span> <span class="cn">NA</span><span class="op">)</span></span></code></pre></div>
+<p>tsv and csv files are very inefficient for storing large matrices. As
+an alternative, the counts matrix can be saved as a loom file and
+directly passed to <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> in this
+format. Generating a loom file in R requires use of the <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> package. The
+package automatically handles the transposition of the counts matrix to
+cell by gene orientation as well. We recommend this approach to passing
+a counts matrix to pySCENIC. However, users should be aware that <a href="https://github.com/mojaveazure/loomR" class="external-link">loomR</a> is not hosted on
+CRAN or BioConductor at the time of this vignette’s creation.</p>
+<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va">loomR</span><span class="op">)</span></span>
+<span></span>
+<span><span class="co"># save loom counts matrix</span></span>
+<span><span class="va">pbmc_counts</span> <span class="op">&lt;-</span> <span class="fu">GetAssayData</span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span>
+<span><span class="va">pbmc_loom</span> <span class="op">&lt;-</span> <span class="fu">loomR</span><span class="fu">::</span><span class="fu">create</span><span class="op">(</span>filename <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">input_dir</span>, <span class="st">"/pbmc3k_counts.loom"</span><span class="op">)</span>, data <span class="op">=</span> <span class="va">pbmc_counts</span><span class="op">)</span></span>
+<span><span class="co"># connection to the loom file must be closed to complete file creation</span></span>
+<span><span class="va">pbmc_loom</span><span class="op">$</span><span class="fu">close_all</span><span class="op">(</span><span class="op">)</span></span></code></pre></div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="installation">Installation<a class="anchor" aria-label="anchor" href="#installation"></a>
+</h2>
+<p>Installation of domino2 from Github can be achieved using the
+<a href="https://remotes.r-lib.org" class="external-link">remotes</a> package. The current stable version is v0.2.2, so
+we will install that version.</p>
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="co"># if(!require(remotes)){ install.packages('remotes') }</span></span>
+<span><span class="co"># remotes::install_github('FertigLab/domino2@v0.2.2')</span></span></code></pre></div>
+<div class="section level3">
+<h3 id="additional-downloads">Additional Downloads<a class="anchor" aria-label="anchor" href="#additional-downloads"></a>
+</h3>
+<p>For this tutorial, <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is used
+as the method for TF activity inference, and the assessment of
+ligand-receptor interactions is based on curated interactions from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB
+v4.0.0</a>. Each of these requires downloading some files prior to use
+in our analysis pipeline.</p>
+<div class="section level4">
+<h4 id="downloads-for-scenic">Downloads for SCENIC:<a class="anchor" aria-label="anchor" href="#downloads-for-scenic"></a>
+</h4>
+<p>A singularity image of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> v0.12.1 can be installed
+from the DockerHub image as a source (example scripts for use with
+Docker are provided in the scenic_bash directory as well). <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> requires a list of TFs,
+motif annotations, and cisTarget motifs which are all available from the
+authors of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> for human
+(HGNC), mouse (MGI), and fly. The following will download everything
+necessary for an analysis of a data set with HGNC gene labels for the
+hg38 genome.</p>
+<div class="sourceCode" id="cb5"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="va">SCENIC_DIR</span><span class="op">=</span><span class="st">"'temp_dir'/scenic"</span></span>
+<span id="cb5-2"><a href="#cb5-2" aria-hidden="true" tabindex="-1"></a><span class="fu">mkdir</span> <span class="va">${SCENIC_DIR}</span></span>
+<span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a><span class="co"># Build singularity image</span></span>
+<span id="cb5-5"><a href="#cb5-5" aria-hidden="true" tabindex="-1"></a><span class="ex">singularity</span> build <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> docker://aertslab/pyscenic:0.12.1</span>
+<span id="cb5-6"><a href="#cb5-6" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-7"><a href="#cb5-7" aria-hidden="true" tabindex="-1"></a><span class="co"># Matrix containing motifs as rows and genes as columns and ranking position for each gene and motif (based on CRM scores) as values. URLs provided link to v2 feather files required for the 0.12.1 version of pySENIC.</span></span>
+<span id="cb5-8"><a href="#cb5-8" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-9"><a href="#cb5-9" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> <span class="dt">\</span></span>
+<span id="cb5-10"><a href="#cb5-10" aria-hidden="true" tabindex="-1"></a>  <span class="at">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span></span>
+<span id="cb5-11"><a href="#cb5-11" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-12"><a href="#cb5-12" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/databases/homo_sapiens/hg38/refseq_r80/mc_v10_clust/gene_based/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> <span class="dt">\</span></span>
+<span id="cb5-13"><a href="#cb5-13" aria-hidden="true" tabindex="-1"></a>  <span class="at">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span></span>
+<span id="cb5-14"><a href="#cb5-14" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-15"><a href="#cb5-15" aria-hidden="true" tabindex="-1"></a><span class="co"># List of genes encoding TFs in the HG38 reference genome</span></span>
+<span id="cb5-16"><a href="#cb5-16" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/tf_lists/allTFs_hg38.txt"</span> <span class="dt">\</span></span>
+<span id="cb5-17"><a href="#cb5-17" aria-hidden="true" tabindex="-1"></a>  <span class="at">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span></span>
+<span id="cb5-18"><a href="#cb5-18" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb5-19"><a href="#cb5-19" aria-hidden="true" tabindex="-1"></a><span class="co"># Motif annotations based on the 2017 cisTarget motif collection. Use these files if you are using the mc9nr databases.</span></span>
+<span id="cb5-20"><a href="#cb5-20" aria-hidden="true" tabindex="-1"></a><span class="ex">curl</span> <span class="st">"https://resources.aertslab.org/cistarget/motif2tf/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> <span class="dt">\</span></span>
+<span id="cb5-21"><a href="#cb5-21" aria-hidden="true" tabindex="-1"></a>  <span class="at">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span></span></code></pre></div>
+</div>
+<div class="section level4">
+<h4 id="downloads-for-cellphonedb">Downloads for CellPhoneDB:<a class="anchor" aria-label="anchor" href="#downloads-for-cellphonedb"></a>
+</h4>
+<p>Database files from <a href="https://github.com/ventolab/cellphonedb-data/releases/tag/v4.0.0" class="external-link">CellPhoneDB
+v4.0.0</a> for human scRNAseq data can be installed from a public Github
+repository from the Tiechmann Group that developed CellPhoneDB.</p>
+</div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="scenic-analysis">SCENIC Analysis<a class="anchor" aria-label="anchor" href="#scenic-analysis"></a>
+</h2>
+<p>SCENIC is our lab’s preferred software for TF activity scoring. We
+recommend using the Python implementation (<a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a>) as it is
+faster than the original R implementation. Be aware, the use of <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> is often the slowest and
+most memory intensive step of this analysis pipeline. <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> should be run on
+computing resources with access to multi-core processing and large
+amounts of memory.</p>
+<p>As described in the section on saving preprocessed data, <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> requires RNA counts to be
+provided in a cell by gene matrix format, so we will be using the
+pbmc3k_counts.loom file in this stage of analysis.</p>
+<p><a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> is
+initiated using bash scripting in the terminal. The analysis consists of
+3 steps to score genes for TF motif enrichment, construct TF regulons
+consisting of genes targeted by the TFs, and arrive at AUC scores for
+enrichment of regulon gene transcription within each cell.</p>
+<div class="section level3">
+<h3 id="grn-construct-tf-modules">grn: construct TF-modules<a class="anchor" aria-label="anchor" href="#grn-construct-tf-modules"></a>
+</h3>
+<p>Co-expression modules are used to quantify gene-TF adjacencies.</p>
+<div class="sourceCode" id="cb6"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic grn <span class="dt">\</span></span>
+<span id="cb6-2"><a href="#cb6-2" aria-hidden="true" tabindex="-1"></a>    <span class="st">"pbmc3k_counts.loom"</span> <span class="dt">\</span></span>
+<span id="cb6-3"><a href="#cb6-3" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/allTFs_hg38.txt"</span> <span class="dt">\</span></span>
+<span id="cb6-4"><a href="#cb6-4" aria-hidden="true" tabindex="-1"></a>    <span class="at">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj_3k.tsv"</span> <span class="dt">\</span></span>
+<span id="cb6-5"><a href="#cb6-5" aria-hidden="true" tabindex="-1"></a>    <span class="at">--num_workers</span> 6 <span class="dt">\</span></span>
+<span id="cb6-6"><a href="#cb6-6" aria-hidden="true" tabindex="-1"></a>    <span class="at">--seed</span> 123</span>
+<span id="cb6-7"><a href="#cb6-7" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb6-8"><a href="#cb6-8" aria-hidden="true" tabindex="-1"></a><span class="co"># Arguments:</span></span>
+<span id="cb6-9"><a href="#cb6-9" aria-hidden="true" tabindex="-1"></a>    <span class="co"># path to the loom file</span></span>
+<span id="cb6-10"><a href="#cb6-10" aria-hidden="true" tabindex="-1"></a>    <span class="co"># list of TFs</span></span>
+<span id="cb6-11"><a href="#cb6-11" aria-hidden="true" tabindex="-1"></a>    <span class="co"># output directory for the adjacency matrix</span></span>
+<span id="cb6-12"><a href="#cb6-12" aria-hidden="true" tabindex="-1"></a>    <span class="co"># number of CPUs to use if multi-core processing is available</span></span>
+<span id="cb6-13"><a href="#cb6-13" aria-hidden="true" tabindex="-1"></a>    <span class="co"># specify a random seed for reproducibility</span></span></code></pre></div>
+</div>
+<div class="section level3">
+<h3 id="ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment">ctx: construct TF regulons with pruning based on TF motif
+enrichment<a class="anchor" aria-label="anchor" href="#ctx-construct-tf-regulons-with-pruning-based-on-tf-motif-enrichment"></a>
+</h3>
+<p>The rankings of genes based on enrichment of TF motifs to the
+transcription start site (TSS) are considered in the construction of
+regulons, where target genes in the TF-modules are removed if they lack
+motifs proximal to the TSS where the TF may bind.</p>
+<div class="sourceCode" id="cb7"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic ctx <span class="dt">\</span></span>
+<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/pbmc_adj.tsv"</span> <span class="dt">\</span></span>
+<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_10kbp_up_10kbp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> <span class="dt">\</span></span>
+<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/hg38_500bp_up_100bp_down_full_tx_v10_clust.genes_vs_motifs.rankings.feather"</span> <span class="dt">\</span></span>
+<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a>    <span class="at">--annotations_fname</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/motifs-v9-nr.hgnc-m0.001-o0.0.tbl"</span> <span class="dt">\</span></span>
+<span id="cb7-6"><a href="#cb7-6" aria-hidden="true" tabindex="-1"></a>    <span class="at">--expression_mtx_fname</span> <span class="st">"pbmc3k_counts.loom"</span> <span class="dt">\</span></span>
+<span id="cb7-7"><a href="#cb7-7" aria-hidden="true" tabindex="-1"></a>    <span class="at">--mode</span> <span class="st">"dask_multiprocessing"</span> <span class="dt">\</span></span>
+<span id="cb7-8"><a href="#cb7-8" aria-hidden="true" tabindex="-1"></a>    <span class="at">--output</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/regulons_pbmc_3k.csv"</span> <span class="dt">\</span></span>
+<span id="cb7-9"><a href="#cb7-9" aria-hidden="true" tabindex="-1"></a>    <span class="at">--num_workers</span> 1                                                          </span>
+<span id="cb7-10"><a href="#cb7-10" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb7-11"><a href="#cb7-11" aria-hidden="true" tabindex="-1"></a><span class="co"># Arguments:</span></span>
+<span id="cb7-12"><a href="#cb7-12" aria-hidden="true" tabindex="-1"></a>    <span class="co"># adjacency matrix output from grn</span></span>
+<span id="cb7-13"><a href="#cb7-13" aria-hidden="true" tabindex="-1"></a>    <span class="co"># target rankings of motif enrichment within 10 kb of TSS</span></span>
+<span id="cb7-14"><a href="#cb7-14" aria-hidden="true" tabindex="-1"></a>    <span class="co"># target rankings of motif enrichment within 500 bp upstream and 100 bp downstream of TSS</span></span>
+<span id="cb7-15"><a href="#cb7-15" aria-hidden="true" tabindex="-1"></a>    <span class="co"># TF motif features</span></span>
+<span id="cb7-16"><a href="#cb7-16" aria-hidden="true" tabindex="-1"></a>    <span class="co"># counts matrix loom file</span></span>
+<span id="cb7-17"><a href="#cb7-17" aria-hidden="true" tabindex="-1"></a>    <span class="co"># enable multi-core processing</span></span>
+<span id="cb7-18"><a href="#cb7-18" aria-hidden="true" tabindex="-1"></a>    <span class="co"># output file of learned TF regulons</span></span>
+<span id="cb7-19"><a href="#cb7-19" aria-hidden="true" tabindex="-1"></a>    <span class="co"># number of CPU cores</span></span></code></pre></div>
+</div>
+<div class="section level3">
+<h3 id="aucell-calculate-tf-activity-scores">aucell: calculate TF activity scores<a class="anchor" aria-label="anchor" href="#aucell-calculate-tf-activity-scores"></a>
+</h3>
+<p>Enrichment of a regulon is measured as the Area Under the recovery
+Curve (AUC) of the genes that define this regulon.</p>
+<div class="sourceCode" id="cb8"><pre class="sourceCode bash"><code class="sourceCode bash"><span id="cb8-1"><a href="#cb8-1" aria-hidden="true" tabindex="-1"></a><span class="ex">singularity</span> exec <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/aertslab-pyscenic-0.12.1.sif"</span> pyscenic aucell <span class="dt">\</span></span>
+<span id="cb8-2"><a href="#cb8-2" aria-hidden="true" tabindex="-1"></a>    <span class="st">"pbmc3k_counts.loom"</span> <span class="dt">\</span></span>
+<span id="cb8-3"><a href="#cb8-3" aria-hidden="true" tabindex="-1"></a>    <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/regulons_pbmc_3k.csv"</span> <span class="dt">\</span></span>
+<span id="cb8-4"><a href="#cb8-4" aria-hidden="true" tabindex="-1"></a>    <span class="at">-o</span> <span class="st">"</span><span class="va">${SCENIC_DIR}</span><span class="st">/auc_pbmc_3k.csv"</span></span>
+<span id="cb8-5"><a href="#cb8-5" aria-hidden="true" tabindex="-1"></a>    </span>
+<span id="cb8-6"><a href="#cb8-6" aria-hidden="true" tabindex="-1"></a><span class="co"># Arguments:</span></span>
+<span id="cb8-7"><a href="#cb8-7" aria-hidden="true" tabindex="-1"></a>    <span class="co"># counts matrix loom file</span></span>
+<span id="cb8-8"><a href="#cb8-8" aria-hidden="true" tabindex="-1"></a>    <span class="co"># regulon table output from ctx</span></span>
+<span id="cb8-9"><a href="#cb8-9" aria-hidden="true" tabindex="-1"></a>    <span class="co"># cell x TF matrix of TF enrichment AUC values</span></span></code></pre></div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="building-a-signaling-network-with-domino2">Building a Signaling Network with domino2<a class="anchor" aria-label="anchor" href="#building-a-signaling-network-with-domino2"></a>
+</h2>
+<div class="section level3">
+<h3 id="loading-scenic-results">Loading SCENIC Results<a class="anchor" aria-label="anchor" href="#loading-scenic-results"></a>
+</h3>
+<p>The TF activities are a required input for domino2, and the regulons
+learned by <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> are an
+important but optional input needed to annotate TF-target interactions
+and to prune TF-receptor linkages where the receptor is a target of the
+TF. This prevents the distinction of receptor expression driving TF
+activity or the TF inducing the receptor’s expression.</p>
+<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="va">scenic_regulon</span><span class="op">)</span></span>
+<span><span class="va">auc</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.table</a></span><span class="op">(</span><span class="va">scenic_auc</span>, header <span class="op">=</span> <span class="cn">TRUE</span>, row.names <span class="op">=</span> <span class="fl">1</span>, stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>    sep <span class="op">=</span> <span class="st">","</span><span class="op">)</span></span></code></pre></div>
+<p>The initial regulons data frame read into R from the ctx function has
+2 rows of column names that need to be replaced with one succinct
+description. domino2 has changed the input format for TF regulons to be
+a list storing vectors of target genes in each regulon, where the names
+of the list are the TF genes. This facilitates the use of alternative
+methods for TF activity quantification. We provide a helper function,
+<code><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic()</a></code> for easy retrieval of TF
+regulons from the output of the <a href="https://pyscenic.readthedocs.io/en/latest/" class="external-link">pySCENIC</a> ctx
+function.</p>
+<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">regulons</span> <span class="op">&lt;-</span> <span class="va">regulons</span><span class="op">[</span><span class="op">-</span><span class="fl">1</span><span class="op">:</span><span class="op">-</span><span class="fl">2</span>, <span class="op">]</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"TF"</span>, <span class="st">"MotifID"</span>, <span class="st">"AUC"</span>, <span class="st">"NES"</span>, <span class="st">"MotifSimilarityQvalue"</span>, <span class="st">"OrthologousIdentity"</span>,</span>
+<span>    <span class="st">"Annotation"</span>, <span class="st">"Context"</span>, <span class="st">"TargetGenes"</span>, <span class="st">"RankAtMax"</span><span class="op">)</span></span>
+<span><span class="va">regulon_list</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_regulon_list_scenic.html">create_regulon_list_scenic</a></span><span class="op">(</span>regulons <span class="op">=</span> <span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
+<p>Users should be aware that the AUC matrix from <a href="https://scenic.aertslab.org/" class="external-link">SCENIC</a> is loaded in a cell x TF
+orientation and should be transposed to TF x cell orientation. pySCENIC
+also appends “(+)” to TF names that are converted to “…” upon loading
+into R. These characters can be included without affecting the results
+of domino2 analysis, but can be confusing when querying TF features in
+the data. We recommend comprehensive removal of the “…” characters using
+the <code><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub()</a></code> function.</p>
+<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">auc_in</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/as.data.frame.html" class="external-link">as.data.frame</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/t.html" class="external-link">t</a></span><span class="op">(</span><span class="va">auc</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="co"># Remove pattern '...' from the end of all rownames:</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/grep.html" class="external-link">gsub</a></span><span class="op">(</span><span class="st">"\\.\\.\\.$"</span>, <span class="st">""</span>, <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">rownames</a></span><span class="op">(</span><span class="va">auc_in</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+</div>
+<div class="section level3">
+<h3 id="load-cellphonedb-database">Load CellPhoneDB Database<a class="anchor" aria-label="anchor" href="#load-cellphonedb-database"></a>
+</h3>
+<p>domino2 has been updated to read ligand-receptor data bases in a
+uniform data.frame format referred to as a receptor-ligand map (rl_map)
+to enable the use of alternative or updated reference databases as
+opposed to a particular version of CellPhoneDB’s database in older
+versions of Domino. Each row corresponds to a ligand-receptor
+interaction. Genes participating in an interaction are referred to as
+“partner A” and “partner B” without a requirement for fixed ordering of
+whether A or B is the ligand and vice versa. The minimum required
+columns of this data frame are:</p>
+<ul>
+<li>int_pair: the names of the interacting ligand and receptor separated
+by ” &amp; ”</li>
+<li>gene_A: the gene or genes encoding partner A</li>
+<li>gene_B: the gene or genes encoding partner B</li>
+<li>type_A: (“L”, “R”) - indicates whether partner A is a ligand (“L”)
+or receptor (“R”)</li>
+<li>type_B: (“L”, “R”) - indicates whether partner B is a ligand (“L”)
+or receptor (“R”)</li>
+</ul>
+<p>Additional annotation columns can be provided such as name_A and
+name_B for ligands or receptors whose name in the interaction database
+does not match the names of their encoding genes. This formatting also
+allows for the consideration of ligand and receptor complexes comprised
+of a heteromeric combination of multiple proteins that must be
+co-expressed to function. In these cases, the “name_*” column shows the
+name of the protein complex, and the “gene_*” column shows the names of
+the genes encoding the components of the complex separated by commas
+“,”. When plotting results from the build domino object, the names of
+the interacting ligands and receptors will be used based on
+combinatorial expression of the complex components.</p>
+<p>To facilitate the use of this formatting with the CellPhoneDB
+database, we include a helper function,
+<code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>, that automatically parses
+files from the cellPhoneDB database to arrive at the rl_map format.</p>
+<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/complex_input.csv"</span><span class="op">)</span>,</span>
+<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="va">genes</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/gene_input.csv"</span><span class="op">)</span>,</span>
+<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="va">interactions</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/interaction_input.csv"</span><span class="op">)</span>,</span>
+<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="va">proteins</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/utils/read.table.html" class="external-link">read.csv</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/paste.html" class="external-link">paste0</a></span><span class="op">(</span><span class="va">cellphone_dir</span>, <span class="st">"/cellphonedb-data-4.0.0/data/protein_input.csv"</span><span class="op">)</span>,</span>
+<span>    stringsAsFactors <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span></span>
+<span><span class="va">rl_map</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb</a></span><span class="op">(</span>genes <span class="op">=</span> <span class="va">genes</span>, proteins <span class="op">=</span> <span class="va">proteins</span>, interactions <span class="op">=</span> <span class="va">interactions</span>,</span>
+<span>    complexes <span class="op">=</span> <span class="va">complexes</span>, database_name <span class="op">=</span> <span class="st">"CellPhoneDB_v4.0"</span>  <span class="co"># database version used</span></span>
+<span><span class="op">)</span></span>
+<span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<colgroup>
+<col width="1%">
+<col width="21%">
+<col width="8%">
+<col width="7%">
+<col width="6%">
+<col width="3%">
+<col width="12%">
+<col width="5%">
+<col width="4%">
+<col width="3%">
+<col width="10%">
+<col width="8%">
+<col width="8%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="left">int_pair</th>
+<th align="left">name_A</th>
+<th align="left">uniprot_A</th>
+<th align="left">gene_A</th>
+<th align="left">type_A</th>
+<th align="left">name_B</th>
+<th align="left">uniprot_B</th>
+<th align="left">gene_B</th>
+<th align="left">type_B</th>
+<th align="left">annotation_strategy</th>
+<th align="left">source</th>
+<th align="left">database_name</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">4</td>
+<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A3</td>
+<td align="left">RAreceptor_RXRG</td>
+<td align="left">P48443,P29373</td>
+<td align="left">RXRG,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A3</td>
+<td align="left">P47895</td>
+<td align="left">ALDH1A3</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="even">
+<td align="left">5</td>
+<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A2</td>
+<td align="left">RAreceptor_RXRG</td>
+<td align="left">P48443,P29373</td>
+<td align="left">RXRG,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A2</td>
+<td align="left">O94788</td>
+<td align="left">ALDH1A2</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="odd">
+<td align="left">6</td>
+<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A1</td>
+<td align="left">RAreceptor_RXRG</td>
+<td align="left">P48443,P29373</td>
+<td align="left">RXRG,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A1</td>
+<td align="left">P00352</td>
+<td align="left">ALDH1A1</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="even">
+<td align="left">7</td>
+<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A3</td>
+<td align="left">RAreceptor_RXRB</td>
+<td align="left">P28702,P29373</td>
+<td align="left">RXRB,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A3</td>
+<td align="left">P47895</td>
+<td align="left">ALDH1A3</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="odd">
+<td align="left">8</td>
+<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A2</td>
+<td align="left">RAreceptor_RXRB</td>
+<td align="left">P28702,P29373</td>
+<td align="left">RXRB,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A2</td>
+<td align="left">O94788</td>
+<td align="left">ALDH1A2</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="even">
+<td align="left">9</td>
+<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A1</td>
+<td align="left">RAreceptor_RXRB</td>
+<td align="left">P28702,P29373</td>
+<td align="left">RXRB,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A1</td>
+<td align="left">P00352</td>
+<td align="left">ALDH1A1</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+</tbody>
+</table>
+<div class="section level4">
+<h4 id="optional-adding-interactions-manually">Optional: Adding interactions manually<a class="anchor" aria-label="anchor" href="#optional-adding-interactions-manually"></a>
+</h4>
+<p>The change to use rl_map formatting also enables users to manually
+append interactions of interest that are not included in the interaction
+database if need be. This can be attained by formatting the desired
+interactions as a data.frame with the same column headers as the rl_map
+and using the <code><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind()</a></code> function.</p>
+<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="co"># Integrin complexes are not annotated as receptors in CellPhoneDB_v4.0</span></span>
+<span><span class="co"># collagen-integrin interactions between cells may be missed unless tables from</span></span>
+<span><span class="co"># the CellPhoneDB reference are edited or the interactions are manually added</span></span>
+<span></span>
+<span><span class="va">col_int_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span>int_pair <span class="op">=</span> <span class="st">"a11b1 complex &amp; COLA1_HUMAN"</span>, name_A <span class="op">=</span> <span class="st">"a11b1 complex"</span>,</span>
+<span>    uniprot_A <span class="op">=</span> <span class="st">"P05556,Q9UKX5"</span>, gene_A <span class="op">=</span> <span class="st">"ITB1,ITA11"</span>, type_A <span class="op">=</span> <span class="st">"R"</span>, name_B <span class="op">=</span> <span class="st">"COLA1_HUMAN"</span>,</span>
+<span>    uniprot_B <span class="op">=</span> <span class="st">"P02452,P08123"</span>, gene_B <span class="op">=</span> <span class="st">"COL1A1,COL1A2"</span>, type_B <span class="op">=</span> <span class="st">"L"</span>, annotation_strategy <span class="op">=</span> <span class="st">"manual"</span>,</span>
+<span>    source <span class="op">=</span> <span class="st">"manual"</span>, database_name <span class="op">=</span> <span class="st">"manual"</span><span class="op">)</span></span>
+<span><span class="va">rl_map_append</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/cbind.html" class="external-link">rbind</a></span><span class="op">(</span><span class="va">col_int_df</span>, <span class="va">rl_map</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">rl_map_append</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<colgroup>
+<col width="1%">
+<col width="20%">
+<col width="7%">
+<col width="6%">
+<col width="5%">
+<col width="3%">
+<col width="11%">
+<col width="6%">
+<col width="6%">
+<col width="3%">
+<col width="9%">
+<col width="8%">
+<col width="8%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="left">int_pair</th>
+<th align="left">name_A</th>
+<th align="left">uniprot_A</th>
+<th align="left">gene_A</th>
+<th align="left">type_A</th>
+<th align="left">name_B</th>
+<th align="left">uniprot_B</th>
+<th align="left">gene_B</th>
+<th align="left">type_B</th>
+<th align="left">annotation_strategy</th>
+<th align="left">source</th>
+<th align="left">database_name</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">1</td>
+<td align="left">a11b1 complex &amp; COLA1_HUMAN</td>
+<td align="left">a11b1 complex</td>
+<td align="left">P05556,Q9UKX5</td>
+<td align="left">ITB1,ITA11</td>
+<td align="left">R</td>
+<td align="left">COLA1_HUMAN</td>
+<td align="left">P02452,P08123</td>
+<td align="left">COL1A1,COL1A2</td>
+<td align="left">L</td>
+<td align="left">manual</td>
+<td align="left">manual</td>
+<td align="left">manual</td>
+</tr>
+<tr class="even">
+<td align="left">4</td>
+<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A3</td>
+<td align="left">RAreceptor_RXRG</td>
+<td align="left">P48443,P29373</td>
+<td align="left">RXRG,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A3</td>
+<td align="left">P47895</td>
+<td align="left">ALDH1A3</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="odd">
+<td align="left">5</td>
+<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A2</td>
+<td align="left">RAreceptor_RXRG</td>
+<td align="left">P48443,P29373</td>
+<td align="left">RXRG,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A2</td>
+<td align="left">O94788</td>
+<td align="left">ALDH1A2</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="even">
+<td align="left">6</td>
+<td align="left">RAreceptor_RXRG &amp; atRetinoicAcid_byALDH1A1</td>
+<td align="left">RAreceptor_RXRG</td>
+<td align="left">P48443,P29373</td>
+<td align="left">RXRG,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A1</td>
+<td align="left">P00352</td>
+<td align="left">ALDH1A1</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="odd">
+<td align="left">7</td>
+<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A3</td>
+<td align="left">RAreceptor_RXRB</td>
+<td align="left">P28702,P29373</td>
+<td align="left">RXRB,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A3</td>
+<td align="left">P47895</td>
+<td align="left">ALDH1A3</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+<tr class="even">
+<td align="left">8</td>
+<td align="left">RAreceptor_RXRB &amp; atRetinoicAcid_byALDH1A2</td>
+<td align="left">RAreceptor_RXRB</td>
+<td align="left">P28702,P29373</td>
+<td align="left">RXRB,CRABP2</td>
+<td align="left">R</td>
+<td align="left">atRetinoicAcid_byALDH1A2</td>
+<td align="left">O94788</td>
+<td align="left">ALDH1A2</td>
+<td align="left">L</td>
+<td align="left">curated</td>
+<td align="left">uniprot;reactome</td>
+<td align="left">CellPhoneDB_v4.0</td>
+</tr>
+</tbody>
+</table>
+</div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="creating-the-domino-object">Creating the Domino Object<a class="anchor" aria-label="anchor" href="#creating-the-domino-object"></a>
+</h2>
+<p>domino2 analysis takes place in two steps.</p>
+<ol style="list-style-type: decimal">
+<li>
+<p><code><a href="../reference/create_domino.html">create_domino()</a></code></p>
+<ol style="list-style-type: lower-alpha">
+<li><p>initializes the domino result object</p></li>
+<li><p>assesses differential TF activity across cell clusters by
+wilcoxon rank-sum test</p></li>
+<li><p>establishes TF-receptor linkages based on Spearman correlation of
+TF activities with receptor expression across the queried data
+set.</p></li>
+</ol>
+</li>
+<li>
+<p><code><a href="../reference/build_domino.html">build_domino()</a></code></p>
+<ol style="list-style-type: lower-alpha">
+<li><p>sets the parameters for which TFs and receptors are called as
+active within a cell cluster</p></li>
+<li><p>aggregates the scaled expression of ligands capable of
+interacting with the active receptors for assessment of ligand type and
+cellular source triggering activation of a receptor.</p></li>
+</ol>
+</li>
+</ol>
+<div class="section level3">
+<h3 id="required-inputs-from-data-set">Required inputs from data set<a class="anchor" aria-label="anchor" href="#required-inputs-from-data-set"></a>
+</h3>
+<p>domino2 infers active receipt of signals via receptors based on the
+correlation of the receptor’s expression with TF activity across the
+data set and differential activity of the TF within a cell cluster.
+Correlations are conducted using scaled expression values rather than
+raw counts or normalized counts. For assessment of receptor activity on
+a per cell type basis, a named vector of cell cluster assignments, where
+the names are cell barcodes matching the expression matrix, are
+provided. Assessing signaling based on other categorical groupings of
+cells can be achieved by passing these groupings as “clusters” to
+<code><a href="../reference/build_domino.html">build_domino()</a></code> in place of cell types. domino2 accepts
+either a <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object with counts, scaled counts, and
+clusters included, or it requires a matrix of counts, a matrix of scaled
+counts, and a named vector of cell cluster labels as factors. Shown
+below is how to extract these elements from a <a href="https://satijalab.org/seurat" class="external-link">Seurat</a>
+object.</p>
+<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu">Seurat</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/SeuratObject/man/AssayData.html" class="external-link">GetAssayData</a></span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"counts"</span><span class="op">)</span></span>
+<span><span class="va">z_scores</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/matrix.html" class="external-link">as.matrix</a></span><span class="op">(</span><span class="fu">Seurat</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/SeuratObject/man/AssayData.html" class="external-link">GetAssayData</a></span><span class="op">(</span>object <span class="op">=</span> <span class="va">pbmc</span>, slot <span class="op">=</span> <span class="st">"scale.data"</span><span class="op">)</span><span class="op">)</span></span>
+<span><span class="va">clusters</span> <span class="op">&lt;-</span> <span class="va">pbmc</span><span class="op">$</span><span class="va">cell_type</span></span></code></pre></div>
+<p>Note: Ligand and receptor expression can only be assessed for genes
+included in the z_scores matrix. Many scRNAseq analysis pipelines
+recommend storing only genes with high variance in scaled expression
+slots for these data objects, thereby missing many genes encoding
+ligands and receptors. <strong>Ensure that all your genes of interest
+are included in the rows of your z_scores matrix.</strong> Scaled
+expression was calculated for all genes in this PBMC data set after
+removal of genes expressed in less than 3 cells.</p>
+</div>
+<div class="section level3">
+<h3 id="create-domino-object">Create Domino object<a class="anchor" aria-label="anchor" href="#create-domino-object"></a>
+</h3>
+<p>At this point, the <code><a href="../reference/create_domino.html">create_domino()</a></code> function can be used
+to make the object. Parameters of note include “use_clusters” which is
+required to assess signaling between cell types rather than linkage of
+TFs and receptors broadly across the data set. “use_complexes” decides
+if receptors that function in heteromeric complexes will be considered
+in testing linkages between TFs and receptors. If TRUE, a receptor
+complex is only linked to a TF if a majority of the component genes meet
+the Spearman correlation threshold. “remove_rec_dropout” decides whether
+receptor values of 0 will be considered in correlation calculations;
+this measure is intended to reduce the effect of dropout on receptors
+with low expression.</p>
+<p>To run <code><a href="../reference/create_domino.html">create_domino()</a></code> with matrix and vector
+inputs:</p>
+<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span>rl_map <span class="op">=</span> <span class="va">rl_map</span>, features <span class="op">=</span> <span class="va">auc_in</span>, counts <span class="op">=</span> <span class="va">counts</span>, z_scores <span class="op">=</span> <span class="va">z_scores</span>,</span>
+<span>    clusters <span class="op">=</span> <span class="va">clusters</span>, tf_targets <span class="op">=</span> <span class="va">regulon_list</span>, use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>    remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="co"># rl_map: receptor-ligand map data frame features: TF scores (AUC matrix)</span></span>
+<span><span class="co"># counts: counts matrix z_scores: scaled expression data clusters: named vector</span></span>
+<span><span class="co"># of cell cluster assignments tf_targets: list of TFs and their regulons</span></span>
+<span><span class="co"># use_clusters: assess receptor activation and ligand expression on a</span></span>
+<span><span class="co"># per-cluster basis use_complexes: include receptors and genes that function as</span></span>
+<span><span class="co"># a complex in results remove_rec_dropout: whether to remove zeroes from</span></span>
+<span><span class="co"># correlation calculations</span></span></code></pre></div>
+<p>The above results will be equivalent to using the
+<a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object directly. Note that inclusion of both the
+matrix inputs and the <a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object will prioritize the
+<a href="https://satijalab.org/seurat" class="external-link">Seurat</a> object.</p>
+<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/create_domino.html">create_domino</a></span><span class="op">(</span>rl_map <span class="op">=</span> <span class="va">rl_map</span>, features <span class="op">=</span> <span class="va">auc_in</span>, ser <span class="op">=</span> <span class="va">pbmc</span>, tf_targets <span class="op">=</span> <span class="va">regulon_list</span>,</span>
+<span>    use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
+<p>For information on what is stored in a domino object and how to
+access it, please see our <a href="vignette(%22domino_object_vignette%22)">vignette on the structure
+of domino objects</a>.</p>
+</div>
+<div class="section level3">
+<h3 id="build-domino">Build Domino<a class="anchor" aria-label="anchor" href="#build-domino"></a>
+</h3>
+<p><code><a href="../reference/build_domino.html">build_domino()</a></code> finalizes the construction of the domino
+object by setting parameters for identifying TFs with differential
+activation between clusters, receptor linkage with TFs based on
+magnitude of positive correlation, and the minimum percentage of cells
+within a cluster that have expression of a receptor for the receptor to
+be called as active.</p>
+<p>There are also options for thresholds of the number of TFs that may
+be called active in a cluster and the number of receptors that may be
+linked to any one TF. For thresholds of <em>n</em> TFs and <em>m</em>
+receptors, the bottom <em>n</em> TFs by lowest p-values from the
+wilcoxon rank sum test and the top <em>m</em> receptors by Spearman
+correlation coefficient are chosen.</p>
+<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">pbmc_dom</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span>dom <span class="op">=</span> <span class="va">pbmc_dom</span>, min_tf_pval <span class="op">=</span> <span class="fl">0.001</span>, max_tf_per_clust <span class="op">=</span> <span class="fl">25</span>,</span>
+<span>    max_rec_per_tf <span class="op">=</span> <span class="fl">25</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span></span>
+<span><span class="co"># min_tf_pval: Threshold for p-value of DE for TFs rec_tf_cor_threshold:</span></span>
+<span><span class="co"># Minimum correlation between receptor and TF min_rec_percentage: Minimum</span></span>
+<span><span class="co"># percent of cells that must express receptor</span></span></code></pre></div>
+<p>Both of the thresholds for the number of receptors and TFs can be
+sent to infinity (Inf) to collect all receptors and TFs that meet
+statistical significance thresholds.</p>
+<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">pbmc_dom_all</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/build_domino.html">build_domino</a></span><span class="op">(</span>dom <span class="op">=</span> <span class="va">pbmc_dom</span>, min_tf_pval <span class="op">=</span> <span class="fl">0.001</span>, max_tf_per_clust <span class="op">=</span> <span class="cn">Inf</span>,</span>
+<span>    max_rec_per_tf <span class="op">=</span> <span class="cn">Inf</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span><span class="op">)</span></span></code></pre></div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="visualization-of-domino-results">Visualization of Domino Results<a class="anchor" aria-label="anchor" href="#visualization-of-domino-results"></a>
+</h2>
+<p>Multiple functions are available to visualize the intracellular
+networks between receptors and TFs and the ligand-receptor mediated
+intercellular networks between cell types.</p>
+<div class="section level3">
+<h3 id="summarize-tf-activity-and-linkage">Summarize TF Activity and Linkage<a class="anchor" aria-label="anchor" href="#summarize-tf-activity-and-linkage"></a>
+</h3>
+<p>Enrichment of TF activities by cell types can be visualized by
+<code><a href="../reference/feat_heatmap.html">feat_heatmap()</a></code> which plots data set-wide TF activity scores
+as a heatmap.</p>
+<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span>, row_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p><img src="domino2_files/figure-html/unnamed-chunk-5-1.png" width="700"></p>
+</div>
+<div class="section level3">
+<h3 id="cumulative-signaling-between-cell-types">Cumulative signaling between cell types<a class="anchor" aria-label="anchor" href="#cumulative-signaling-between-cell-types"></a>
+</h3>
+<p>The cumulative degree of signaling between clusters is assessed as
+the sum of the scaled expression of ligands targeting active receptors
+on another cluster. This can be visualized in graph format using the
+<code><a href="../reference/signaling_network.html">signaling_network()</a></code> function. Nodes represent each cell
+cluster and edges scale with the magnitude of signaling between the
+clusters. The color of the edge corresponds to the sender cluster for
+that signal.</p>
+<div class="sourceCode" id="cb20"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, edge_weight <span class="op">=</span> <span class="fl">0.5</span>, max_thresh <span class="op">=</span> <span class="fl">3</span><span class="op">)</span></span></code></pre></div>
+<p><img src="domino2_files/figure-html/unnamed-chunk-6-1.png" width="700"></p>
+<p>Signaling networks can also be drawn with the edges only rendering
+the signals directed towards a given cell type or signals from one cell
+type directed to others. To see those options in use, as well as other
+plotting functions and their options, please see our <a href="vignette(%22plotting_vignette%22)">plotting vignette</a>.</p>
+</div>
+<div class="section level3">
+<h3 id="specific-signaling-interactions-between-clusters">Specific Signaling Interactions between Clusters<a class="anchor" aria-label="anchor" href="#specific-signaling-interactions-between-clusters"></a>
+</h3>
+<p>Beyond the aggregated degree of signaling between cell types, the
+degrees of signaling through specific ligand-receptor interactions can
+be assessed. <code><a href="../reference/gene_network.html">gene_network()</a></code> provides a graph of linkages
+between active TFs in a cluster, the linked receptors in that cluster,
+and the possible ligands of these active receptors.</p>
+<div class="sourceCode" id="cb21"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, layout <span class="op">=</span> <span class="st">"grid"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="domino2_files/figure-html/unnamed-chunk-7-1.png" width="700"></p>
+<p>New to domino2, <code><a href="../reference/gene_network.html">gene_network()</a></code> can be used between two
+clusters to determine if any of the possible ligands for a given
+receptor are expressed by a putative outgoing signaling cluster.</p>
+<div class="sourceCode" id="cb22"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
+<span>    layout <span class="op">=</span> <span class="st">"grid"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="domino2_files/figure-html/unnamed-chunk-8-1.png" width="700"></p>
+<p>A comprehensive assessment of ligand expression targeting active
+receptors on a given cluster can be assessed with
+<code><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code>.</p>
+<div class="sourceCode" id="cb23"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, rec_clust <span class="op">=</span> <span class="st">"dendritic_cell"</span>, max_thresh <span class="op">=</span> <span class="fl">2.5</span>,</span>
+<span>    use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
+<p><img src="domino2_files/figure-html/unnamed-chunk-9-1.png" width="95%"></p>
+<p>Another form of comprehensive ligand expression assessment is
+available for individual active receptors in the form of circos plots
+new to domino2. The outer arcs correspond to clusters in the domino
+object with inner arcs representing each possible ligand of the plotted
+receptor. Arcs are drawn between ligands on a cell type and the receptor
+if the ligand is expressed above the specified threshold. Arc widths
+correspond to the mean express of the ligand by the cluster with the
+widest arc width scaling to the maximum expression of the ligand within
+the data.</p>
+<div class="sourceCode" id="cb24"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">pbmc_dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="domino2_files/figure-html/unnamed-chunk-10-1.png" width="90%"></p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
+</h2>
+<p>Since domino2 is a package still being developed, there are new
+functions and features that will be implemented in future versions. In
+the meantime, we have put together further information on <a href="vignette(%22plotting_vignette%22)">plotting</a> and the <a href="vignette(%22domino_object_vignette%22)">domino object
+structure</a> if you would like to explore more of the package’s
+functionality. Additionally, if you find any bugs, have further
+questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
+<details><summary>
+Vignette Build Information
+</summary><p>Date last built and session information:</p>
+<div class="sourceCode" id="cb25"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "2024-02-02"</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
+<span><span class="co">#&gt; R version 4.3.2 (2023-10-31)</span></span>
+<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
+<span><span class="co">#&gt; Running under: Ubuntu 22.04.3 LTS</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; Matrix products: default</span></span>
+<span><span class="co">#&gt; BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 </span></span>
+<span><span class="co">#&gt; LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; locale:</span></span>
+<span><span class="co">#&gt;  [1] LC_CTYPE=C.UTF-8       LC_NUMERIC=C           LC_TIME=C.UTF-8       </span></span>
+<span><span class="co">#&gt;  [4] LC_COLLATE=C.UTF-8     LC_MONETARY=C.UTF-8    LC_MESSAGES=C.UTF-8   </span></span>
+<span><span class="co">#&gt;  [7] LC_PAPER=C.UTF-8       LC_NAME=C              LC_ADDRESS=C          </span></span>
+<span><span class="co">#&gt; [10] LC_TELEPHONE=C         LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C   </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; time zone: UTC</span></span>
+<span><span class="co">#&gt; tzcode source: system (glibc)</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; attached base packages:</span></span>
+<span><span class="co">#&gt; [1] grid      stats     graphics  grDevices utils     datasets  methods  </span></span>
+<span><span class="co">#&gt; [8] base     </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; other attached packages:</span></span>
+<span><span class="co">#&gt; [1] knitr_1.45            ComplexHeatmap_2.18.0 circlize_0.4.15      </span></span>
+<span><span class="co">#&gt; [4] plyr_1.8.9            Seurat_5.0.1          SeuratObject_5.0.1   </span></span>
+<span><span class="co">#&gt; [7] sp_2.1-3              domino2_0.99.1       </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
+<span><span class="co">#&gt;   [1] RcppAnnoy_0.0.22        splines_4.3.2           later_1.3.2            </span></span>
+<span><span class="co">#&gt;   [4] bitops_1.0-7            filelock_1.0.3          tibble_3.2.1           </span></span>
+<span><span class="co">#&gt;   [7] polyclip_1.10-6         XML_3.99-0.16.1         fastDummies_1.7.3      </span></span>
+<span><span class="co">#&gt;  [10] lifecycle_1.0.4         rstatix_0.7.2           doParallel_1.0.17      </span></span>
+<span><span class="co">#&gt;  [13] globals_0.16.2          lattice_0.21-9          MASS_7.3-60            </span></span>
+<span><span class="co">#&gt;  [16] backports_1.4.1         magrittr_2.0.3          plotly_4.10.4          </span></span>
+<span><span class="co">#&gt;  [19] sass_0.4.8              rmarkdown_2.25          jquerylib_0.1.4        </span></span>
+<span><span class="co">#&gt;  [22] yaml_2.3.8              httpuv_1.6.14           sctransform_0.4.1      </span></span>
+<span><span class="co">#&gt;  [25] spam_2.10-0             spatstat.sparse_3.0-3   reticulate_1.35.0      </span></span>
+<span><span class="co">#&gt;  [28] cowplot_1.1.3           pbapply_1.7-2           DBI_1.2.1              </span></span>
+<span><span class="co">#&gt;  [31] RColorBrewer_1.1-3      abind_1.4-5             zlibbioc_1.48.0        </span></span>
+<span><span class="co">#&gt;  [34] Rtsne_0.17              purrr_1.0.2             BiocGenerics_0.48.1    </span></span>
+<span><span class="co">#&gt;  [37] RCurl_1.98-1.14         rappdirs_0.3.3          GenomeInfoDbData_1.2.11</span></span>
+<span><span class="co">#&gt;  [40] IRanges_2.36.0          S4Vectors_0.40.2        ggrepel_0.9.5          </span></span>
+<span><span class="co">#&gt;  [43] irlba_2.3.5.1           spatstat.utils_3.0-4    listenv_0.9.1          </span></span>
+<span><span class="co">#&gt;  [46] goftest_1.2-3           RSpectra_0.16-1         spatstat.random_3.2-2  </span></span>
+<span><span class="co">#&gt;  [49] fitdistrplus_1.1-11     parallelly_1.36.0       pkgdown_2.0.7          </span></span>
+<span><span class="co">#&gt;  [52] leiden_0.4.3.1          codetools_0.2-19        xml2_1.3.6             </span></span>
+<span><span class="co">#&gt;  [55] tidyselect_1.2.0        shape_1.4.6             spatstat.explore_3.2-5 </span></span>
+<span><span class="co">#&gt;  [58] matrixStats_1.2.0       stats4_4.3.2            BiocFileCache_2.10.1   </span></span>
+<span><span class="co">#&gt;  [61] jsonlite_1.8.8          GetoptLong_1.0.5        ellipsis_0.3.2         </span></span>
+<span><span class="co">#&gt;  [64] progressr_0.14.0        ggridges_0.5.6          survival_3.5-7         </span></span>
+<span><span class="co">#&gt;  [67] iterators_1.0.14        systemfonts_1.0.5       foreach_1.5.2          </span></span>
+<span><span class="co">#&gt;  [70] tools_4.3.2             progress_1.2.3          ragg_1.2.7             </span></span>
+<span><span class="co">#&gt;  [73] ica_1.0-3               Rcpp_1.0.12             glue_1.7.0             </span></span>
+<span><span class="co">#&gt;  [76] gridExtra_2.3           xfun_0.41               GenomeInfoDb_1.38.5    </span></span>
+<span><span class="co">#&gt;  [79] dplyr_1.1.4             withr_3.0.0             formatR_1.14           </span></span>
+<span><span class="co">#&gt;  [82] fastmap_1.1.1           fansi_1.0.6             digest_0.6.34          </span></span>
+<span><span class="co">#&gt;  [85] R6_2.5.1                mime_0.12               textshaping_0.3.7      </span></span>
+<span><span class="co">#&gt;  [88] colorspace_2.1-0        scattermore_1.2         tensor_1.5             </span></span>
+<span><span class="co">#&gt;  [91] spatstat.data_3.0-4     biomaRt_2.58.2          RSQLite_2.3.5          </span></span>
+<span><span class="co">#&gt;  [94] utf8_1.2.4              tidyr_1.3.1             generics_0.1.3         </span></span>
+<span><span class="co">#&gt;  [97] data.table_1.15.0       prettyunits_1.2.0       httr_1.4.7             </span></span>
+<span><span class="co">#&gt; [100] htmlwidgets_1.6.4       uwot_0.1.16             pkgconfig_2.0.3        </span></span>
+<span><span class="co">#&gt; [103] gtable_0.3.4            blob_1.2.4              lmtest_0.9-40          </span></span>
+<span><span class="co">#&gt; [106] XVector_0.42.0          htmltools_0.5.7         carData_3.0-5          </span></span>
+<span><span class="co">#&gt; [109] dotCall64_1.1-1         clue_0.3-65             scales_1.3.0           </span></span>
+<span><span class="co">#&gt; [112] Biobase_2.62.0          png_0.1-8               reshape2_1.4.4         </span></span>
+<span><span class="co">#&gt; [115] rjson_0.2.21            nlme_3.1-163            curl_5.2.0             </span></span>
+<span><span class="co">#&gt; [118] cachem_1.0.8            zoo_1.8-12              GlobalOptions_0.1.2    </span></span>
+<span><span class="co">#&gt; [121] stringr_1.5.1           KernSmooth_2.23-22      parallel_4.3.2         </span></span>
+<span><span class="co">#&gt; [124] miniUI_0.1.1.1          AnnotationDbi_1.64.1    desc_1.4.3             </span></span>
+<span><span class="co">#&gt; [127] pillar_1.9.0            vctrs_0.6.5             RANN_2.6.1             </span></span>
+<span><span class="co">#&gt; [130] promises_1.2.1          ggpubr_0.6.0            car_3.1-2              </span></span>
+<span><span class="co">#&gt; [133] dbplyr_2.4.0            xtable_1.8-4            cluster_2.1.4          </span></span>
+<span><span class="co">#&gt; [136] evaluate_0.23           cli_3.6.2               compiler_4.3.2         </span></span>
+<span><span class="co">#&gt; [139] rlang_1.1.3             crayon_1.5.2            future.apply_1.11.1    </span></span>
+<span><span class="co">#&gt; [142] ggsignif_0.6.4          fs_1.6.3                stringi_1.8.3          </span></span>
+<span><span class="co">#&gt; [145] deldir_2.0-2            viridisLite_0.4.2       munsell_0.5.0          </span></span>
+<span><span class="co">#&gt; [148] Biostrings_2.70.2       lazyeval_0.2.2          spatstat.geom_3.2-8    </span></span>
+<span><span class="co">#&gt; [151] Matrix_1.6-5            RcppHNSW_0.5.0          hms_1.1.3              </span></span>
+<span><span class="co">#&gt; [154] patchwork_1.2.0         bit64_4.0.5             future_1.33.1          </span></span>
+<span><span class="co">#&gt; [157] ggplot2_3.4.4           KEGGREST_1.42.0         shiny_1.8.0            </span></span>
+<span><span class="co">#&gt; [160] highr_0.10              ROCR_1.0-11             igraph_2.0.1.1         </span></span>
+<span><span class="co">#&gt; [163] broom_1.0.5             memoise_2.0.1           bslib_0.6.1            </span></span>
+<span><span class="co">#&gt; [166] bit_4.0.5</span></span></code></pre></div>
+</details>
+</div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside>
+</div>
+
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p>
+<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer>
+</div>
+
+  
+
+  
+
+  </body>
+</html>
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+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Interacting with domino2 Objects</h1>
+            
+      
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/domino_object_vignette.Rmd" class="external-link"><code>vignettes/domino_object_vignette.Rmd</code></a></small>
+      <div class="d-none name"><code>domino_object_vignette.Rmd</code></div>
+    </div>
+
+    
+    
+<p>In order to better implement some of the changes that have been made
+in domino2, the structure of the domino object has been modified. Here,
+we describe the data that is stored in the domino object, as well as how
+best to access this data.</p>
+<div class="section level2">
+<h2 id="object-contents">Object contents<a class="anchor" aria-label="anchor" href="#object-contents"></a>
+</h2>
+<p>The contents of the <a href="%60domino-class%60">domino object
+class</a> include a few broad groups: - input data, such as the L-R
+database used, counts, and z-scores - calculations, such as correlations
+or differential expression results - linkages, which show connections
+between TFs, receptors, and ligands across the data set and within
+clusters - signaling matrices, which show expression of ligands
+signaling to active receptors in clusters (or a summary of overall
+signaling) - build information, which includes the parameters used to
+build the object in the <code><a href="../reference/build_domino.html">build_domino()</a></code> functions</p>
+<p>For commonly accessed information (the number of cells, clusters, and
+some build information), the show and print methods for domino objects
+can be used.</p>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">dom</span></span>
+<span><span class="co">#&gt; A domino object of 2700 cells</span></span>
+<span><span class="co">#&gt; Built with signaling between 9 clusters</span></span></code></pre></div>
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="co">#&gt; A domino object of 2700 cells</span></span>
+<span><span class="co">#&gt; Built with signaling between 9 clusters</span></span></code></pre></div>
+</div>
+<div class="section level2">
+<h2 id="access-functions">Access functions<a class="anchor" aria-label="anchor" href="#access-functions"></a>
+</h2>
+<p>In order to facilitate access to the information stored in the domino
+object, we have provided a collection of functions to retrieve specific
+items. These functions begin with “dom_” and can be listed using
+<code><a href="https://rdrr.io/r/base/ls.html" class="external-link">ls()</a></code>.</p>
+<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/ls.html" class="external-link">ls</a></span><span class="op">(</span><span class="st">"package:domino2"</span>, pattern <span class="op">=</span> <span class="st">"^dom_"</span><span class="op">)</span></span>
+<span><span class="co">#&gt;  [1] "dom_clusters"      "dom_correlations"  "dom_counts"       </span></span>
+<span><span class="co">#&gt;  [4] "dom_database"      "dom_de"            "dom_info"         </span></span>
+<span><span class="co">#&gt;  [7] "dom_linkages"      "dom_network_items" "dom_signaling"    </span></span>
+<span><span class="co">#&gt; [10] "dom_tf_activation" "dom_zscores"</span></span></code></pre></div>
+<div class="section level3">
+<h3 id="input-data">Input data<a class="anchor" aria-label="anchor" href="#input-data"></a>
+</h3>
+<p>When creating a domino object with the <code><a href="../reference/create_domino.html">create_domino()</a></code>
+function, several inputs are required which are then stored in the
+domino object itself. These include cluster labels, the counts matrix,
+z-scored counts matrix, transcription factor activation scores, and the
+R-L database used in <code><a href="../reference/create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code>.</p>
+<p>For example, to access the cluster names in the domino object:</p>
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_clusters.html">dom_clusters</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "naive_CD4_T_cell"  "CD14_monocyte"     "memory_CD4_T_cell"</span></span>
+<span><span class="co">#&gt; [4] "B_cell"            "CD8_T_cell"        "CD16_monocyte"    </span></span>
+<span><span class="co">#&gt; [7] "NK_cell"           "dendritic_cell"    "platelet"</span></span></code></pre></div>
+<p>Setting an argument <code>labels = TRUE</code> will return the vector
+of cluster labels for each cell rather than the unique cluster
+names.</p>
+<p>To access the counts:</p>
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">count_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_counts.html">dom_counts</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">count_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<colgroup>
+<col width="14%">
+<col width="17%">
+<col width="17%">
+<col width="17%">
+<col width="17%">
+<col width="17%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">AAACATACAACCAC-1</th>
+<th align="right">AAACATTGAGCTAC-1</th>
+<th align="right">AAACATTGATCAGC-1</th>
+<th align="right">AAACCGTGCTTCCG-1</th>
+<th align="right">AAACCGTGTATGCG-1</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">AL627309.1</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+</tr>
+<tr class="even">
+<td align="left">AP006222.2</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+</tr>
+<tr class="odd">
+<td align="left">RP11-206L10.2</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+</tr>
+<tr class="even">
+<td align="left">RP11-206L10.9</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+</tr>
+<tr class="odd">
+<td align="left">LINC00115</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0</td>
+</tr>
+</tbody>
+</table>
+<p>Or z-scored counts:</p>
+<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">z_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_zscores.html">dom_zscores</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">z_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<colgroup>
+<col width="14%">
+<col width="17%">
+<col width="17%">
+<col width="17%">
+<col width="17%">
+<col width="17%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">AAACATACAACCAC-1</th>
+<th align="right">AAACATTGAGCTAC-1</th>
+<th align="right">AAACATTGATCAGC-1</th>
+<th align="right">AAACCGTGCTTCCG-1</th>
+<th align="right">AAACCGTGTATGCG-1</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">AL627309.1</td>
+<td align="right">-0.0574500</td>
+<td align="right">-0.0574500</td>
+<td align="right">-0.0574500</td>
+<td align="right">-0.0574500</td>
+<td align="right">-0.0574500</td>
+</tr>
+<tr class="even">
+<td align="left">AP006222.2</td>
+<td align="right">-0.0331877</td>
+<td align="right">-0.0331877</td>
+<td align="right">-0.0331877</td>
+<td align="right">-0.0331877</td>
+<td align="right">-0.0331877</td>
+</tr>
+<tr class="odd">
+<td align="left">RP11-206L10.2</td>
+<td align="right">-0.0411864</td>
+<td align="right">-0.0411864</td>
+<td align="right">-0.0411864</td>
+<td align="right">-0.0411864</td>
+<td align="right">-0.0411864</td>
+</tr>
+<tr class="even">
+<td align="left">RP11-206L10.9</td>
+<td align="right">-0.0332568</td>
+<td align="right">-0.0332568</td>
+<td align="right">-0.0332568</td>
+<td align="right">-0.0332568</td>
+<td align="right">-0.0332568</td>
+</tr>
+<tr class="odd">
+<td align="left">LINC00115</td>
+<td align="right">-0.0812841</td>
+<td align="right">-0.0812841</td>
+<td align="right">-0.0812841</td>
+<td align="right">-0.0812841</td>
+<td align="right">-0.0812841</td>
+</tr>
+</tbody>
+</table>
+<p>The transcription factor activation scores can be similarly
+accessed:</p>
+<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">activation_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_tf_activation.html">dom_tf_activation</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">activation_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<table style="width:100%;" class="table">
+<colgroup>
+<col width="7%">
+<col width="18%">
+<col width="18%">
+<col width="18%">
+<col width="18%">
+<col width="18%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">AAACATACAACCAC-1</th>
+<th align="right">AAACATTGAGCTAC-1</th>
+<th align="right">AAACATTGATCAGC-1</th>
+<th align="right">AAACCGTGCTTCCG-1</th>
+<th align="right">AAACCGTGTATGCG-1</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">ARID3A</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1825397</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">ARNTL</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0338921</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0276239</td>
+<td align="right">0.0131924</td>
+</tr>
+<tr class="odd">
+<td align="left">ATF1</td>
+<td align="right">0.2017909</td>
+<td align="right">0.1039150</td>
+<td align="right">0.1261974</td>
+<td align="right">0.1303623</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">ATF2</td>
+<td align="right">0.0754373</td>
+<td align="right">0.0822400</td>
+<td align="right">0.1471088</td>
+<td align="right">0.0693635</td>
+<td align="right">0.0710641</td>
+</tr>
+<tr class="odd">
+<td align="left">ATF3</td>
+<td align="right">0.0678526</td>
+<td align="right">0.0763180</td>
+<td align="right">0.0774797</td>
+<td align="right">0.1279762</td>
+<td align="right">0.0527818</td>
+</tr>
+</tbody>
+</table>
+<p>Information about the database referenced for ligand-receptor pairs
+and composition of protien complexes can be extracted from the
+<code><a href="../reference/dom_database.html">dom_database()</a></code> function. By default, the function returns
+the name(s) of the database(s) used:</p>
+<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_database.html">dom_database</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "CellPhoneDB_v4.0"</span></span></code></pre></div>
+<p>If you would like to view the entire ligand-receptor map, set
+<code>name_only = FALSE</code>:</p>
+<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">db_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_database.html">dom_database</a></span><span class="op">(</span><span class="va">dom</span>, name_only <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">db_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<thead><tr class="header">
+<th align="left">int_pair</th>
+<th align="left">name_A</th>
+<th align="left">uniprot_A</th>
+<th align="left">gene_A</th>
+<th align="left">type_A</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">FGF4 &amp; FGFR1</td>
+<td align="left">FGF4</td>
+<td align="left">P08620</td>
+<td align="left">FGF4</td>
+<td align="left">L</td>
+</tr>
+<tr class="even">
+<td align="left">ADORA3 &amp; ENTPD1</td>
+<td align="left">ADORA3</td>
+<td align="left">P0DMS8</td>
+<td align="left">ADORA3</td>
+<td align="left">R</td>
+</tr>
+<tr class="odd">
+<td align="left">EPHB3 &amp; EFNB1</td>
+<td align="left">EPHB3</td>
+<td align="left">P54753</td>
+<td align="left">EPHB3</td>
+<td align="left">R</td>
+</tr>
+<tr class="even">
+<td align="left">TNFSF18 &amp; TNFRSF18</td>
+<td align="left">TNFSF18</td>
+<td align="left">Q9UNG2</td>
+<td align="left">TNFSF18</td>
+<td align="left">L</td>
+</tr>
+<tr class="odd">
+<td align="left">EFNA1 &amp; EPHA1</td>
+<td align="left">EFNA1</td>
+<td align="left">P20827</td>
+<td align="left">EFNA1</td>
+<td align="left">L</td>
+</tr>
+</tbody>
+</table>
+</div>
+<div class="section level3">
+<h3 id="calculations">Calculations<a class="anchor" aria-label="anchor" href="#calculations"></a>
+</h3>
+<p>Active transcription factors in each cluster are determined by
+conducting wilcoxon rank sum tests for each transcription factor where
+the transcription factor activity scores amongst all cells in a cluster
+are tested against the activity scores of all cells outside of the
+cluster. The p-values for the one-sided test for greater activity within
+the cluster compared to outside can be accessed with the
+<code><a href="../reference/dom_de.html">dom_de()</a></code> function.</p>
+<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">de_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_de.html">dom_de</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">de_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<colgroup>
+<col width="9%">
+<col width="22%">
+<col width="18%">
+<col width="23%">
+<col width="12%">
+<col width="14%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">naive_CD4_T_cell</th>
+<th align="right">CD14_monocyte</th>
+<th align="right">memory_CD4_T_cell</th>
+<th align="right">B_cell</th>
+<th align="right">CD8_T_cell</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">ARID3A</td>
+<td align="right">1.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.9999909</td>
+<td align="right">0.9999718</td>
+<td align="right">0.9999031</td>
+</tr>
+<tr class="even">
+<td align="left">ARNTL</td>
+<td align="right">1.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.3287915</td>
+<td align="right">1.0000000</td>
+<td align="right">0.8408834</td>
+</tr>
+<tr class="odd">
+<td align="left">ATF1</td>
+<td align="right">0.0942821</td>
+<td align="right">0.7919584</td>
+<td align="right">0.0000000</td>
+<td align="right">0.9999999</td>
+<td align="right">0.8473444</td>
+</tr>
+<tr class="even">
+<td align="left">ATF2</td>
+<td align="right">0.0000002</td>
+<td align="right">1.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">1.0000000</td>
+<td align="right">0.6222360</td>
+</tr>
+<tr class="odd">
+<td align="left">ATF3</td>
+<td align="right">1.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">1.0000000</td>
+<td align="right">1.0000000</td>
+<td align="right">1.0000000</td>
+</tr>
+</tbody>
+</table>
+<p>Linkage between receptors and transcription factors is assessed by
+Spearman correlation between transcription factor activity scores and
+scaled expression of receptor-encoding genes across all cells in the
+data set. Spearman coefficients can be accessed with the
+<code><a href="../reference/dom_correlations.html">dom_correlations()</a></code> function.</p>
+<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">cor_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_correlations.html">dom_correlations</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">cor_matrix</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">5</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">5</span><span class="op">]</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">ARID3A</th>
+<th align="right">ARNTL</th>
+<th align="right">ATF1</th>
+<th align="right">ATF2</th>
+<th align="right">ATF3</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">FGFR1</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">ADORA3</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="odd">
+<td align="left">EPHB3</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">TNFRSF18</td>
+<td align="right">-0.0415026</td>
+<td align="right">0.0292465</td>
+<td align="right">0.0411616</td>
+<td align="right">0.0595802</td>
+<td align="right">-0.0560694</td>
+</tr>
+<tr class="odd">
+<td align="left">EPHA1</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+</tbody>
+</table>
+</div>
+<div class="section level3">
+<h3 id="linkages">Linkages<a class="anchor" aria-label="anchor" href="#linkages"></a>
+</h3>
+<p>Linkages between ligands, receptors, and transcription factors can be
+accessed in several different ways, depending on the specific link and
+the scope desired. The <code><a href="../reference/dom_linkages.html">dom_linkages()</a></code> function has three
+arguments - the first, like all of our access functions, is for the
+domino object. The second, <code>link_type</code>, is used to specify
+which linkages are desired (options are complexes, receptor-ligand,
+tf-target, or tf-receptor). The third argument, <code>by_cluster</code>,
+determines whether the linkages returned are arranged by cluster (though
+this does change the available linkage types to tf-receptor, receptor,
+or incoming-ligand). For example, to access the complexes used across
+the dataset:</p>
+<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">complex_links</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_linkages.html">dom_linkages</a></span><span class="op">(</span><span class="va">dom</span>, link_type <span class="op">=</span> <span class="st">"complexes"</span><span class="op">)</span></span>
+<span><span class="co"># Look for components of NODAL receptor complex</span></span>
+<span><span class="va">complex_links</span><span class="op">$</span><span class="va">NODAL_receptor</span></span>
+<span><span class="co">#&gt; [1] "ACVR1B"       "ACVR2B"       "TDGF1"        "character(0)"</span></span></code></pre></div>
+<p>To view incoming ligands to each cluster:</p>
+<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">incoming_links</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_linkages.html">dom_linkages</a></span><span class="op">(</span><span class="va">dom</span>, link_type <span class="op">=</span> <span class="st">"incoming-ligand"</span>, by_cluster <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
+<span><span class="co"># Check incoming signals to dendritic cells</span></span>
+<span><span class="va">incoming_links</span><span class="op">$</span><span class="va">dendritic_cell</span></span>
+<span><span class="co">#&gt;  [1] "MIF"          "APP"          "COPA"         "CD99"         "CD1D"        </span></span>
+<span><span class="co">#&gt;  [6] "HLA-F"        "INS"          "ANXA1"        "CXCL9"        "BMP8B"       </span></span>
+<span><span class="co">#&gt; [11] "a4b1_complex" "aVb3_complex" "TG"           "CSF3"         "IL34"        </span></span>
+<span><span class="co">#&gt; [16] "CSF1"         "CSF2"         "TNF"          "GRN"          "LTA"         </span></span>
+<span><span class="co">#&gt; [21] "CTLA4"        "CD28"</span></span></code></pre></div>
+<p>If, for some reason, you find yourself in need of the entire linkage
+structure (not recommended), it can be accessed through its slot name;
+domino objects are S4 objects.</p>
+<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">all_linkages</span> <span class="op">&lt;-</span> <span class="fu">slot</span><span class="op">(</span><span class="va">dom</span>, <span class="st">"linkages"</span><span class="op">)</span></span>
+<span><span class="co"># Names of all sub-structures:</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">all_linkages</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "complexes"          "rec_lig"            "tf_targets"        </span></span>
+<span><span class="co">#&gt; [4] "clust_tf"           "tf_rec"             "clust_tf_rec"      </span></span>
+<span><span class="co">#&gt; [7] "clust_rec"          "clust_incoming_lig"</span></span></code></pre></div>
+<p>Alternately, to obtain a simplified list of receptors, ligands,
+and/or features in the domino object, use the
+<code><a href="../reference/dom_network_items.html">dom_network_items()</a></code> function. To pull all transcription
+factors associated with the dendritic cell cluster:</p>
+<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">dc_tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_network_items.html">dom_network_items</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"dendritic_cell"</span>, return <span class="op">=</span> <span class="st">"features"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">dc_tfs</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "ZNF189" "KLF12"  "ETV7"   "IRF8"   "KLF6"   "FOS"</span></span></code></pre></div>
+</div>
+<div class="section level3">
+<h3 id="signaling-matrices">Signaling Matrices<a class="anchor" aria-label="anchor" href="#signaling-matrices"></a>
+</h3>
+<p>The averaged z-scored expression of ligands and receptors between
+different clusters can be accessed in matrix form.</p>
+<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">signal_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_signaling.html">dom_signaling</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">signal_matrix</span><span class="op">)</span></span></code></pre></div>
+<table style="width:100%;" class="table">
+<colgroup>
+<col width="13%">
+<col width="12%">
+<col width="10%">
+<col width="13%">
+<col width="6%">
+<col width="8%">
+<col width="10%">
+<col width="6%">
+<col width="11%">
+<col width="7%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">L_naive_CD4_T_cell</th>
+<th align="right">L_CD14_monocyte</th>
+<th align="right">L_memory_CD4_T_cell</th>
+<th align="right">L_B_cell</th>
+<th align="right">L_CD8_T_cell</th>
+<th align="right">L_CD16_monocyte</th>
+<th align="right">L_NK_cell</th>
+<th align="right">L_dendritic_cell</th>
+<th align="right">L_platelet</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">R_naive_CD4_T_cell</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1711738</td>
+<td align="right">0.1142025</td>
+<td align="right">0.1316175</td>
+<td align="right">0.2223212</td>
+<td align="right">0.2429505</td>
+<td align="right">0.000000</td>
+<td align="right">0.00000</td>
+</tr>
+<tr class="even">
+<td align="left">R_CD14_monocyte</td>
+<td align="right">0.9054293</td>
+<td align="right">2.2595922</td>
+<td align="right">1.8484199</td>
+<td align="right">0.4113900</td>
+<td align="right">1.2793445</td>
+<td align="right">1.6668345</td>
+<td align="right">2.0653175</td>
+<td align="right">4.629239</td>
+<td align="right">3.38459</td>
+</tr>
+<tr class="odd">
+<td align="left">R_memory_CD4_T_cell</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1711738</td>
+<td align="right">0.1142025</td>
+<td align="right">0.1316175</td>
+<td align="right">0.2223212</td>
+<td align="right">0.2429505</td>
+<td align="right">0.000000</td>
+<td align="right">0.00000</td>
+</tr>
+<tr class="even">
+<td align="left">R_B_cell</td>
+<td align="right">0.0513875</td>
+<td align="right">0.1920610</td>
+<td align="right">0.2819420</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.2508179</td>
+<td align="right">0.1639465</td>
+<td align="right">1.052996</td>
+<td align="right">2.47526</td>
+</tr>
+<tr class="odd">
+<td align="left">R_CD8_T_cell</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1711738</td>
+<td align="right">0.1142025</td>
+<td align="right">0.1316175</td>
+<td align="right">0.2223212</td>
+<td align="right">0.2429505</td>
+<td align="right">0.000000</td>
+<td align="right">0.00000</td>
+</tr>
+<tr class="even">
+<td align="left">R_CD16_monocyte</td>
+<td align="right">0.9054293</td>
+<td align="right">2.2595922</td>
+<td align="right">1.8484199</td>
+<td align="right">0.4113900</td>
+<td align="right">1.2793445</td>
+<td align="right">1.6668345</td>
+<td align="right">2.0653175</td>
+<td align="right">4.629239</td>
+<td align="right">3.38459</td>
+</tr>
+<tr class="odd">
+<td align="left">R_NK_cell</td>
+<td align="right">0.1127173</td>
+<td align="right">1.5182660</td>
+<td align="right">0.6536131</td>
+<td align="right">0.0000000</td>
+<td align="right">0.2272370</td>
+<td align="right">1.0199925</td>
+<td align="right">0.4168540</td>
+<td align="right">2.582174</td>
+<td align="right">2.47526</td>
+</tr>
+<tr class="even">
+<td align="left">R_dendritic_cell</td>
+<td align="right">0.2412594</td>
+<td align="right">2.2595922</td>
+<td align="right">1.4862873</td>
+<td align="right">0.0583676</td>
+<td align="right">1.2793445</td>
+<td align="right">1.0699215</td>
+<td align="right">2.0653175</td>
+<td align="right">4.629239</td>
+<td align="right">3.38459</td>
+</tr>
+<tr class="odd">
+<td align="left">R_platelet</td>
+<td align="right">0.4466970</td>
+<td align="right">0.7381964</td>
+<td align="right">0.5150958</td>
+<td align="right">0.4113900</td>
+<td align="right">0.3264903</td>
+<td align="right">1.0468853</td>
+<td align="right">0.5332812</td>
+<td align="right">2.317655</td>
+<td align="right">2.47526</td>
+</tr>
+</tbody>
+</table>
+<p>To view signaling to a specific cluster from the other clusters, set
+the <code>cluster</code> argument to the cluster name.</p>
+<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">dc_matrix</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_signaling.html">dom_signaling</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"dendritic_cell"</span><span class="op">)</span></span>
+<span><span class="fu">knitr</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/pkg/knitr/man/kable.html" class="external-link">kable</a></span><span class="op">(</span><span class="va">dc_matrix</span><span class="op">)</span></span></code></pre></div>
+<table class="table">
+<colgroup>
+<col width="2%">
+<col width="12%">
+<col width="11%">
+<col width="12%">
+<col width="8%">
+<col width="10%">
+<col width="11%">
+<col width="9%">
+<col width="11%">
+<col width="9%">
+</colgroup>
+<thead><tr class="header">
+<th align="left"></th>
+<th align="right">dendritic_cell.L_naive_CD4_T_cell</th>
+<th align="right">dendritic_cell.L_CD14_monocyte</th>
+<th align="right">dendritic_cell.L_memory_CD4_T_cell</th>
+<th align="right">dendritic_cell.L_B_cell</th>
+<th align="right">dendritic_cell.L_CD8_T_cell</th>
+<th align="right">dendritic_cell.L_CD16_monocyte</th>
+<th align="right">dendritic_cell.L_NK_cell</th>
+<th align="right">dendritic_cell.L_dendritic_cell</th>
+<th align="right">dendritic_cell.L_platelet</th>
+</tr></thead>
+<tbody>
+<tr class="odd">
+<td align="left">MIF</td>
+<td align="right">0.0513875</td>
+<td align="right">0.0000000</td>
+<td align="right">0.2283356</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1639465</td>
+<td align="right">0.3383730</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">APP</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0910785</td>
+<td align="right">0.0478541</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.5651886</td>
+<td align="right">2.0283841</td>
+</tr>
+<tr class="odd">
+<td align="left">COPA</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1009825</td>
+<td align="right">0.0057523</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.2508179</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1494349</td>
+<td align="right">0.4468762</td>
+</tr>
+<tr class="even">
+<td align="left">CD99</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0249929</td>
+<td align="right">0.1941752</td>
+<td align="right">0.0000000</td>
+<td align="right">0.5222139</td>
+<td align="right">0.0000000</td>
+<td align="right">0.9530171</td>
+<td align="right">0.1656705</td>
+<td align="right">0.9093296</td>
+</tr>
+<tr class="odd">
+<td align="left">CD1D</td>
+<td align="right">0.0000000</td>
+<td align="right">0.5461355</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0583676</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1733057</td>
+<td align="right">0.0000000</td>
+<td align="right">1.2646585</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">HLA-F</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0133417</td>
+<td align="right">0.0000000</td>
+<td align="right">0.3264903</td>
+<td align="right">0.0258488</td>
+<td align="right">0.3693347</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="odd">
+<td align="left">ANXA1</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1618442</td>
+<td align="right">0.4100748</td>
+<td align="right">0.0000000</td>
+<td align="right">0.2618538</td>
+<td align="right">0.0687405</td>
+<td align="right">0.5600050</td>
+<td align="right">0.6167362</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">CXCL9</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0083536</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="odd">
+<td align="left">CSF1</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0487887</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0043552</td>
+<td align="right">0.0090572</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">TNF</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0543116</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1574295</td>
+<td align="right">0.0589903</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0061102</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="odd">
+<td align="left">GRN</td>
+<td align="right">0.0000000</td>
+<td align="right">1.3262050</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.4878632</td>
+<td align="right">0.0000000</td>
+<td align="right">1.5230676</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">LTA</td>
+<td align="right">0.0613298</td>
+<td align="right">0.0000000</td>
+<td align="right">0.1746769</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0099570</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="odd">
+<td align="left">CTLA4</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0638344</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+<tr class="even">
+<td align="left">CD28</td>
+<td align="right">0.1285421</td>
+<td align="right">0.0000000</td>
+<td align="right">0.2451419</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0113571</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+<td align="right">0.0000000</td>
+</tr>
+</tbody>
+</table>
+</div>
+<div class="section level3">
+<h3 id="build-information">Build information<a class="anchor" aria-label="anchor" href="#build-information"></a>
+</h3>
+<p>To keep track of the options set when running
+<code><a href="../reference/build_domino.html">build_domino()</a></code>, they are stored within the domino object
+itself. To view these options, use the <code><a href="../reference/dom_info.html">dom_info()</a></code>
+function.</p>
+<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/dom_info.html">dom_info</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span>
+<span><span class="co">#&gt; $create</span></span>
+<span><span class="co">#&gt; [1] TRUE</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; $build</span></span>
+<span><span class="co">#&gt; [1] TRUE</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; $build_variables</span></span>
+<span><span class="co">#&gt;     max_tf_per_clust          min_tf_pval       max_rec_per_tf </span></span>
+<span><span class="co">#&gt;               25.000                0.001               25.000 </span></span>
+<span><span class="co">#&gt; rec_tf_cor_threshold   min_rec_percentage </span></span>
+<span><span class="co">#&gt;                0.250                0.100</span></span></code></pre></div>
+</div>
+</div>
+<div class="section level2">
+<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
+</h2>
+<p>Since domino2 is a package still being developed, there are new
+functions and features that will be implemented in future versions. In
+the meantime, we have put together further information on <a href="vignette(%22plotting_vignette%22)">plotting</a> and an example
+analysis can be viewed on our <a href="vignette(%22domino2%22)">Getting
+Started</a> page. Additionally, if you find any bugs, have further
+questions, or want to share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
+<details><summary>
+Vignette Build Information
+</summary><p>Date last built and session information:</p>
+<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "2024-02-02"</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
+<span><span class="co">#&gt; R version 4.3.2 (2023-10-31)</span></span>
+<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
+<span><span class="co">#&gt; Running under: Ubuntu 22.04.3 LTS</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; Matrix products: default</span></span>
+<span><span class="co">#&gt; BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 </span></span>
+<span><span class="co">#&gt; LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; locale:</span></span>
+<span><span class="co">#&gt;  [1] LC_CTYPE=C.UTF-8       LC_NUMERIC=C           LC_TIME=C.UTF-8       </span></span>
+<span><span class="co">#&gt;  [4] LC_COLLATE=C.UTF-8     LC_MONETARY=C.UTF-8    LC_MESSAGES=C.UTF-8   </span></span>
+<span><span class="co">#&gt;  [7] LC_PAPER=C.UTF-8       LC_NAME=C              LC_ADDRESS=C          </span></span>
+<span><span class="co">#&gt; [10] LC_TELEPHONE=C         LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C   </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; time zone: UTC</span></span>
+<span><span class="co">#&gt; tzcode source: system (glibc)</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; attached base packages:</span></span>
+<span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; other attached packages:</span></span>
+<span><span class="co">#&gt; [1] domino2_0.99.1</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
+<span><span class="co">#&gt;   [1] DBI_1.2.1               bitops_1.0-7            formatR_1.14           </span></span>
+<span><span class="co">#&gt;   [4] biomaRt_2.58.2          rlang_1.1.3             magrittr_2.0.3         </span></span>
+<span><span class="co">#&gt;   [7] clue_0.3-65             GetoptLong_1.0.5        matrixStats_1.2.0      </span></span>
+<span><span class="co">#&gt;  [10] compiler_4.3.2          RSQLite_2.3.5           png_0.1-8              </span></span>
+<span><span class="co">#&gt;  [13] systemfonts_1.0.5       vctrs_0.6.5             stringr_1.5.1          </span></span>
+<span><span class="co">#&gt;  [16] pkgconfig_2.0.3         shape_1.4.6             crayon_1.5.2           </span></span>
+<span><span class="co">#&gt;  [19] fastmap_1.1.1           backports_1.4.1         dbplyr_2.4.0           </span></span>
+<span><span class="co">#&gt;  [22] XVector_0.42.0          utf8_1.2.4              rmarkdown_2.25         </span></span>
+<span><span class="co">#&gt;  [25] ragg_1.2.7              purrr_1.0.2             bit_4.0.5              </span></span>
+<span><span class="co">#&gt;  [28] xfun_0.41               zlibbioc_1.48.0         cachem_1.0.8           </span></span>
+<span><span class="co">#&gt;  [31] GenomeInfoDb_1.38.5     jsonlite_1.8.8          progress_1.2.3         </span></span>
+<span><span class="co">#&gt;  [34] blob_1.2.4              broom_1.0.5             parallel_4.3.2         </span></span>
+<span><span class="co">#&gt;  [37] prettyunits_1.2.0       cluster_2.1.4           R6_2.5.1               </span></span>
+<span><span class="co">#&gt;  [40] bslib_0.6.1             stringi_1.8.3           RColorBrewer_1.1-3     </span></span>
+<span><span class="co">#&gt;  [43] car_3.1-2               jquerylib_0.1.4         Rcpp_1.0.12            </span></span>
+<span><span class="co">#&gt;  [46] iterators_1.0.14        knitr_1.45              IRanges_2.36.0         </span></span>
+<span><span class="co">#&gt;  [49] igraph_2.0.1.1          Matrix_1.6-5            tidyselect_1.2.0       </span></span>
+<span><span class="co">#&gt;  [52] abind_1.4-5             yaml_2.3.8              doParallel_1.0.17      </span></span>
+<span><span class="co">#&gt;  [55] codetools_0.2-19        curl_5.2.0              lattice_0.21-9         </span></span>
+<span><span class="co">#&gt;  [58] tibble_3.2.1            plyr_1.8.9              withr_3.0.0            </span></span>
+<span><span class="co">#&gt;  [61] Biobase_2.62.0          KEGGREST_1.42.0         evaluate_0.23          </span></span>
+<span><span class="co">#&gt;  [64] desc_1.4.3              BiocFileCache_2.10.1    xml2_1.3.6             </span></span>
+<span><span class="co">#&gt;  [67] circlize_0.4.15         Biostrings_2.70.2       pillar_1.9.0           </span></span>
+<span><span class="co">#&gt;  [70] ggpubr_0.6.0            filelock_1.0.3          carData_3.0-5          </span></span>
+<span><span class="co">#&gt;  [73] foreach_1.5.2           stats4_4.3.2            generics_0.1.3         </span></span>
+<span><span class="co">#&gt;  [76] RCurl_1.98-1.14         S4Vectors_0.40.2        hms_1.1.3              </span></span>
+<span><span class="co">#&gt;  [79] ggplot2_3.4.4           munsell_0.5.0           scales_1.3.0           </span></span>
+<span><span class="co">#&gt;  [82] glue_1.7.0              tools_4.3.2             ggsignif_0.6.4         </span></span>
+<span><span class="co">#&gt;  [85] fs_1.6.3                XML_3.99-0.16.1         grid_4.3.2             </span></span>
+<span><span class="co">#&gt;  [88] tidyr_1.3.1             AnnotationDbi_1.64.1    colorspace_2.1-0       </span></span>
+<span><span class="co">#&gt;  [91] GenomeInfoDbData_1.2.11 cli_3.6.2               rappdirs_0.3.3         </span></span>
+<span><span class="co">#&gt;  [94] textshaping_0.3.7       fansi_1.0.6             ComplexHeatmap_2.18.0  </span></span>
+<span><span class="co">#&gt;  [97] dplyr_1.1.4             gtable_0.3.4            rstatix_0.7.2          </span></span>
+<span><span class="co">#&gt; [100] sass_0.4.8              digest_0.6.34           BiocGenerics_0.48.1    </span></span>
+<span><span class="co">#&gt; [103] rjson_0.2.21            memoise_2.0.1           htmltools_0.5.7        </span></span>
+<span><span class="co">#&gt; [106] pkgdown_2.0.7           lifecycle_1.0.4         httr_1.4.7             </span></span>
+<span><span class="co">#&gt; [109] GlobalOptions_0.1.2     bit64_4.0.5</span></span></code></pre></div>
+</details>
+</div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside>
+</div>
+
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p>
+<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer>
+</div>
+
+  
+
+  
+
+  </body>
+</html>
diff --git a/articles/index.html b/articles/index.html
new file mode 100644
index 00000000..1f47eadc
--- /dev/null
+++ b/articles/index.html
@@ -0,0 +1,92 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Articles • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Articles"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Articles</h1>
+    </div>
+
+    <div class="section ">
+      <h3>All vignettes</h3>
+      <p class="section-desc"></p>
+
+      <dl><dt><a href="domino2.html">Get Started with domino2</a></dt>
+        <dd>
+        </dd><dt><a href="domino_object_vignette.html">Interacting with domino2 Objects</a></dt>
+        <dd>
+        </dd><dt><a href="plotting_vignette.html">Plotting Functions and Options</a></dt>
+        <dd>
+      </dd></dl></div>
+  </main></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/articles/plotting_vignette.html b/articles/plotting_vignette.html
new file mode 100644
index 00000000..6186164e
--- /dev/null
+++ b/articles/plotting_vignette.html
@@ -0,0 +1,400 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en">
+<head>
+<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
+<meta charset="utf-8">
+<meta http-equiv="X-UA-Compatible" content="IE=edge">
+<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<meta name="description" content="domino2">
+<title>Plotting Functions and Options • domino2</title>
+<!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png">
+<link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png">
+<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png">
+<link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png">
+<link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png">
+<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png">
+<script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
+<link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet">
+<script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous">
+<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
+<!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet">
+<script src="../extra.js"></script><meta property="og:title" content="Plotting Functions and Options">
+<meta property="og:description" content="domino2">
+<meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg">
+<!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]-->
+</head>
+<body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto">
+<li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="active nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul>
+<form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off">
+</form>
+
+      <ul class="navbar-nav">
+<li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul>
+</div>
+
+    
+  </div>
+</nav><div class="container template-article">
+
+
+
+
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Plotting Functions and Options</h1>
+            
+      
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/vignettes/plotting_vignette.Rmd" class="external-link"><code>vignettes/plotting_vignette.Rmd</code></a></small>
+      <div class="d-none name"><code>plotting_vignette.Rmd</code></div>
+    </div>
+
+    
+    
+<p>In addition to the numerous plotting options available in the
+original <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Domino</a>,
+domino2 has added more functionality and new methods to improve
+visualization and interpretation of analysis results. Here, we will go
+over the different plotting functions available, as well as different
+options that can be utilized, and options for customization. We will be
+using the domino object (loaded as <code>dom</code>) from our example
+analysis in <a href="vignette(%22domino2%22)">Getting Started</a>.</p>
+<div class="section level2">
+<h2 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a>
+</h2>
+<div class="section level3">
+<h3 id="correlations-between-receptors-and-transcription-factors">Correlations between receptors and transcription factors<a class="anchor" aria-label="anchor" href="#correlations-between-receptors-and-transcription-factors"></a>
+</h3>
+<p><code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code> can be used to show the correlations
+calculated between receptors and transcription factors.</p>
+<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span>, column_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">8</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/corheatmap-1.png" width="700"></p>
+<p>In addition to displaying the scores for the correlations, this
+function can also be used to identify correlations above a certain value
+(using the <code>bool</code> and <code>bool_thresh</code> arguments) or
+to identify the combinations of receptors and transcription factors
+(TFs) that are connected (with argument
+<code>mark_connections</code>).</p>
+<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span>
+<span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/corheatmap-options-1.png" width="50%"><img src="plotting_vignette_files/figure-html/corheatmap-options-2.png" width="50%"></p>
+<p>If only a subset of receptors or transcription factors are of
+interest, a vector of either (or both) can be passed to the
+function.</p>
+<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">receptors</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CSF1R"</span>, <span class="st">"CSF3R"</span>, <span class="st">"CCR7"</span>, <span class="st">"FCER2"</span><span class="op">)</span></span>
+<span><span class="va">tfs</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PAX5"</span>, <span class="st">"JUNB"</span>, <span class="st">"FOXJ3"</span>, <span class="st">"FOSB"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, feats <span class="op">=</span> <span class="va">tfs</span>, recs <span class="op">=</span> <span class="va">receptors</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/corheatmap-subset-1.png" width="700"></p>
+<p>The heatmap functions in domino2 are based on
+<code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> and will also accept additional
+arguments meant for that function. For example, while an argument for
+clustering rows or columns of the heatmap is not explicitly stated, they
+can still be passed to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> through
+<code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code>.</p>
+<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_heatmap.html">cor_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, cluster_rows <span class="op">=</span> <span class="cn">FALSE</span>, cluster_columns <span class="op">=</span> <span class="cn">FALSE</span>, column_title <span class="op">=</span> <span class="st">"Heatmap Without Clustering"</span>,</span>
+<span>    column_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/corheatmap-ComplexHeatmap-args-1.png" width="700"></p>
+</div>
+<div class="section level3">
+<h3 id="heatmap-of-transcription-factor-activation-scores">Heatmap of Transcription Factor Activation Scores<a class="anchor" aria-label="anchor" href="#heatmap-of-transcription-factor-activation-scores"></a>
+</h3>
+<p><code><a href="../reference/feat_heatmap.html">feat_heatmap()</a></code> is used to show the transcription factor
+activation for features in the signaling network.</p>
+<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span>, row_names_gp <span class="op">=</span> <span class="fu">grid</span><span class="fu">::</span><span class="fu"><a href="https://rdrr.io/r/grid/gpar.html" class="external-link">gpar</a></span><span class="op">(</span>fontsize <span class="op">=</span> <span class="fl">4</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/featheatmap-1.png" width="700"></p>
+<p>It functions similarly to <code><a href="../reference/cor_heatmap.html">cor_heatmap()</a></code>, with arguments
+to select a specific vector of features, to use a boolean view with a
+threshold, and to pass other arguments to
+<code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>. Specific to this function though
+are arguments for setting the range of values to be visualized and one
+to choose whether or not to normalize the scores to the max value.</p>
+<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, min_thresh <span class="op">=</span> <span class="fl">0.1</span>, max_thresh <span class="op">=</span> <span class="fl">0.6</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>    use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="fu"><a href="../reference/feat_heatmap.html">feat_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, use_raster <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/featheatmap-options-1.png" width="50%"><img src="plotting_vignette_files/figure-html/featheatmap-options-2.png" width="50%"></p>
+</div>
+<div class="section level3">
+<h3 id="heatmap-of-incoming-signaling-for-a-cluster">Heatmap of Incoming Signaling for a Cluster<a class="anchor" aria-label="anchor" href="#heatmap-of-incoming-signaling-for-a-cluster"></a>
+</h3>
+<p><code><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> can be used to visualize
+the cluster average expression of the ligands capable of activating the
+TFs enriched in the cluster. For example, to view the incoming signaling
+of the CD8 T cells:</p>
+<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/incoming-1.png" width="700"></p>
+<p>We can also select for specific clusters of interest that are
+signaling to the CD8 T cells. If we are only interested in viewing the
+monocyte signaling:</p>
+<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/incoming_signaling_heatmap.html">incoming_signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"CD8_T_cell"</span>, clusts <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD14_monocyte"</span>, <span class="st">"CD16_monocyte"</span><span class="op">)</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/incoming-subset-1.png" width="700"></p>
+<p>As with our other heatmap functions, options are available for a
+minimum threshold, maximum threshold, whether to scale the values after
+thresholding, whether to normalize the matrix, and the ability to pass
+further arguments to <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>.</p>
+</div>
+<div class="section level3">
+<h3 id="heatmap-of-signaling-between-clusters">Heatmap of Signaling Between Clusters<a class="anchor" aria-label="anchor" href="#heatmap-of-signaling-between-clusters"></a>
+</h3>
+<p><code><a href="../reference/signaling_heatmap.html">signaling_heatmap()</a></code> makes a heatmap showing the
+signaling strength of ligands from each cluster to receptors of each
+cluster based on averaged expression.</p>
+<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/signaling-1.png" width="700"></p>
+<p>As with other functions, specific clusters can be selected,
+thresholds can be set, and normalization methods can be selected as
+well.</p>
+<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="../reference/signaling_heatmap.html">signaling_heatmap</a></span><span class="op">(</span><span class="va">dom</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/signaling-norm-1.png" width="50%"><img src="plotting_vignette_files/figure-html/signaling-norm-2.png" width="50%"></p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a>
+</h2>
+<div class="section level3">
+<h3 id="network-showing-l-r-tf-signaling-between-clusters">Network showing L-R-TF signaling between clusters<a class="anchor" aria-label="anchor" href="#network-showing-l-r-tf-signaling-between-clusters"></a>
+</h3>
+<p><code><a href="../reference/gene_network.html">gene_network()</a></code> makes a network plot to display signaling
+in selected clusters such that ligands, receptors and features
+associated with those clusters are displayed as nodes with edges as
+linkages. To look at signaling to the CD16 Monocytes from the CD14
+Monocytes:</p>
+<div class="sourceCode" id="cb11"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/genenetwork-1.png" width="700"></p>
+<p>Options to modify this plot include adjusting scaling for the ligands
+and different layouts (some of which are more legible than others).</p>
+<div class="sourceCode" id="cb12"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
+<span>    lig_scale <span class="op">=</span> <span class="fl">25</span>, layout <span class="op">=</span> <span class="st">"sphere"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/genenetwork-options-1.png" width="700"></p>
+<p>Additionally, colors can be given for select genes (for example, to
+highlight a specific signaling path).</p>
+<div class="sourceCode" id="cb13"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/gene_network.html">gene_network</a></span><span class="op">(</span><span class="va">dom</span>, clust <span class="op">=</span> <span class="st">"CD16_monocyte"</span>, OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span>
+<span>    cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>CD1D <span class="op">=</span> <span class="st">"violet"</span>, LILRB2 <span class="op">=</span> <span class="st">"violet"</span>, FOSB <span class="op">=</span> <span class="st">"violet"</span><span class="op">)</span>, lig_scale <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/genenetwork-cols-1.png" width="700"></p>
+</div>
+<div class="section level3">
+<h3 id="network-showing-interaction-strength-across-data">Network Showing Interaction Strength Across Data<a class="anchor" aria-label="anchor" href="#network-showing-interaction-strength-across-data"></a>
+</h3>
+<p><code><a href="../reference/signaling_network.html">signaling_network()</a></code> can be used to create a network plot
+such that nodes are clusters and the edges indicate signaling from one
+cluster to another.</p>
+<div class="sourceCode" id="cb14"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/signalingnet-1.png" width="700"></p>
+<p>In addition to changes such as scaling, thresholds, or layouts, this
+plot can be modified by selecting incoming or outgoing clusters (or
+both!). An example to view signaling from the CD14 Monocytes to other
+cluster:</p>
+<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/signaling_network.html">signaling_network</a></span><span class="op">(</span><span class="va">dom</span>, showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>, scale <span class="op">=</span> <span class="st">"none"</span>,</span>
+<span>    norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>, edge_weight <span class="op">=</span> <span class="fl">2</span>, vert_scale <span class="op">=</span> <span class="fl">10</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/signalingnet-clusts-1.png" width="700"></p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="other-types-of-plot">Other Types of Plot<a class="anchor" aria-label="anchor" href="#other-types-of-plot"></a>
+</h2>
+<div class="section level3">
+<h3 id="chord-diagrams-connecting-ligands-and-receptors">Chord Diagrams Connecting Ligands and Receptors<a class="anchor" aria-label="anchor" href="#chord-diagrams-connecting-ligands-and-receptors"></a>
+</h3>
+<p>A new addition to domino2, <code><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor()</a></code>
+creates a chord plot showing ligands that can activate a specific
+receptor, displaying mean cluster expression of the ligand with the
+width of the chord.</p>
+<div class="sourceCode" id="cb16"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/circos-1.png" width="90%"></p>
+<p>This function can be given cluster colors to match other plots you
+may make with your data. In addition, the plot can be adjusted by
+changing the threshold of ligand expression required for a linkage to be
+visualized or selecting clusters of interest.</p>
+<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="va">cols</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>, <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>,</span>
+<span>    <span class="st">"hotpink"</span><span class="op">)</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/dom_clusters.html">dom_clusters</a></span><span class="op">(</span><span class="va">dom</span>, labels <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span>
+<span><span class="fu"><a href="../reference/circos_ligand_receptor.html">circos_ligand_receptor</a></span><span class="op">(</span><span class="va">dom</span>, receptor <span class="op">=</span> <span class="st">"CD74"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/circos-opt-1.png" width="90%"></p>
+</div>
+<div class="section level3">
+<h3 id="scatter-plot-to-visualize-correlation">Scatter Plot to Visualize Correlation<a class="anchor" aria-label="anchor" href="#scatter-plot-to-visualize-correlation"></a>
+</h3>
+<p><code><a href="../reference/cor_scatter.html">cor_scatter()</a></code> can be used to plot each cell based on
+expression of the selected TF and receptor. This produces a scatter plot
+as well as a line of best fit to look at receptor-TF correlation.</p>
+<div class="sourceCode" id="cb18"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="../reference/cor_scatter.html">cor_scatter</a></span><span class="op">(</span><span class="va">dom</span>, <span class="st">"FOSB"</span>, <span class="st">"CD74"</span><span class="op">)</span></span></code></pre></div>
+<p><img src="plotting_vignette_files/figure-html/corscatter-1.png" width="700"></p>
+<p>Do keep in mind that there is an argument for
+<code>remove_rec_dropout</code> that should match the parameter that was
+used when the domino object was built. In this case, we did not use that
+build parameter, so we will leave the value in this argument as its
+default value of FALSE.</p>
+</div>
+</div>
+<div class="section level2">
+<h2 id="continued-development">Continued Development<a class="anchor" aria-label="anchor" href="#continued-development"></a>
+</h2>
+<p>Since domino2 is a package still being developed, there are new
+functions and features that will be implemented in future versions. In
+the meantime, to view an example analysis, see our <a href="vignette(%22domino2%22)">Getting Started</a> page, or see our <a href="vignette(%22domino_object_vignette%22)">domino object
+structure</a> page to get familiar with the object structure.
+Additionally, if you find any bugs, have further questions, or want to
+share an idea, please let us know <a href="https://github.com/FertigLab/domino_development/issues" class="external-link">here</a>.</p>
+<details><summary>
+Vignette Build Information
+</summary><p>Date last built and session information:</p>
+<div class="sourceCode" id="cb19"><pre class="downlit sourceCode r">
+<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/Sys.time.html" class="external-link">Sys.Date</a></span><span class="op">(</span><span class="op">)</span></span>
+<span><span class="co">#&gt; [1] "2024-02-02"</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/utils/sessionInfo.html" class="external-link">sessionInfo</a></span><span class="op">(</span><span class="op">)</span></span>
+<span><span class="co">#&gt; R version 4.3.2 (2023-10-31)</span></span>
+<span><span class="co">#&gt; Platform: x86_64-pc-linux-gnu (64-bit)</span></span>
+<span><span class="co">#&gt; Running under: Ubuntu 22.04.3 LTS</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; Matrix products: default</span></span>
+<span><span class="co">#&gt; BLAS:   /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3 </span></span>
+<span><span class="co">#&gt; LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.20.so;  LAPACK version 3.10.0</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; locale:</span></span>
+<span><span class="co">#&gt;  [1] LC_CTYPE=C.UTF-8       LC_NUMERIC=C           LC_TIME=C.UTF-8       </span></span>
+<span><span class="co">#&gt;  [4] LC_COLLATE=C.UTF-8     LC_MONETARY=C.UTF-8    LC_MESSAGES=C.UTF-8   </span></span>
+<span><span class="co">#&gt;  [7] LC_PAPER=C.UTF-8       LC_NAME=C              LC_ADDRESS=C          </span></span>
+<span><span class="co">#&gt; [10] LC_TELEPHONE=C         LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C   </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; time zone: UTC</span></span>
+<span><span class="co">#&gt; tzcode source: system (glibc)</span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; attached base packages:</span></span>
+<span><span class="co">#&gt; [1] stats     graphics  grDevices utils     datasets  methods   base     </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; other attached packages:</span></span>
+<span><span class="co">#&gt; [1] patchwork_1.2.0 domino2_0.99.1 </span></span>
+<span><span class="co">#&gt; </span></span>
+<span><span class="co">#&gt; loaded via a namespace (and not attached):</span></span>
+<span><span class="co">#&gt;   [1] DBI_1.2.1               bitops_1.0-7            formatR_1.14           </span></span>
+<span><span class="co">#&gt;   [4] biomaRt_2.58.2          rlang_1.1.3             magrittr_2.0.3         </span></span>
+<span><span class="co">#&gt;   [7] clue_0.3-65             GetoptLong_1.0.5        matrixStats_1.2.0      </span></span>
+<span><span class="co">#&gt;  [10] compiler_4.3.2          RSQLite_2.3.5           mgcv_1.9-0             </span></span>
+<span><span class="co">#&gt;  [13] png_0.1-8               systemfonts_1.0.5       vctrs_0.6.5            </span></span>
+<span><span class="co">#&gt;  [16] stringr_1.5.1           pkgconfig_2.0.3         shape_1.4.6            </span></span>
+<span><span class="co">#&gt;  [19] crayon_1.5.2            fastmap_1.1.1           backports_1.4.1        </span></span>
+<span><span class="co">#&gt;  [22] dbplyr_2.4.0            XVector_0.42.0          labeling_0.4.3         </span></span>
+<span><span class="co">#&gt;  [25] utf8_1.2.4              rmarkdown_2.25          ragg_1.2.7             </span></span>
+<span><span class="co">#&gt;  [28] purrr_1.0.2             bit_4.0.5               xfun_0.41              </span></span>
+<span><span class="co">#&gt;  [31] zlibbioc_1.48.0         cachem_1.0.8            GenomeInfoDb_1.38.5    </span></span>
+<span><span class="co">#&gt;  [34] jsonlite_1.8.8          progress_1.2.3          blob_1.2.4             </span></span>
+<span><span class="co">#&gt;  [37] highr_0.10              broom_1.0.5             parallel_4.3.2         </span></span>
+<span><span class="co">#&gt;  [40] prettyunits_1.2.0       cluster_2.1.4           R6_2.5.1               </span></span>
+<span><span class="co">#&gt;  [43] bslib_0.6.1             stringi_1.8.3           RColorBrewer_1.1-3     </span></span>
+<span><span class="co">#&gt;  [46] car_3.1-2               jquerylib_0.1.4         Rcpp_1.0.12            </span></span>
+<span><span class="co">#&gt;  [49] iterators_1.0.14        knitr_1.45              IRanges_2.36.0         </span></span>
+<span><span class="co">#&gt;  [52] splines_4.3.2           igraph_2.0.1.1          Matrix_1.6-5           </span></span>
+<span><span class="co">#&gt;  [55] tidyselect_1.2.0        abind_1.4-5             yaml_2.3.8             </span></span>
+<span><span class="co">#&gt;  [58] doParallel_1.0.17       codetools_0.2-19        curl_5.2.0             </span></span>
+<span><span class="co">#&gt;  [61] lattice_0.21-9          tibble_3.2.1            plyr_1.8.9             </span></span>
+<span><span class="co">#&gt;  [64] withr_3.0.0             Biobase_2.62.0          KEGGREST_1.42.0        </span></span>
+<span><span class="co">#&gt;  [67] evaluate_0.23           desc_1.4.3              BiocFileCache_2.10.1   </span></span>
+<span><span class="co">#&gt;  [70] xml2_1.3.6              circlize_0.4.15         Biostrings_2.70.2      </span></span>
+<span><span class="co">#&gt;  [73] pillar_1.9.0            ggpubr_0.6.0            filelock_1.0.3         </span></span>
+<span><span class="co">#&gt;  [76] carData_3.0-5           foreach_1.5.2           stats4_4.3.2           </span></span>
+<span><span class="co">#&gt;  [79] generics_0.1.3          RCurl_1.98-1.14         S4Vectors_0.40.2       </span></span>
+<span><span class="co">#&gt;  [82] hms_1.1.3               ggplot2_3.4.4           munsell_0.5.0          </span></span>
+<span><span class="co">#&gt;  [85] scales_1.3.0            glue_1.7.0              tools_4.3.2            </span></span>
+<span><span class="co">#&gt;  [88] ggsignif_0.6.4          fs_1.6.3                XML_3.99-0.16.1        </span></span>
+<span><span class="co">#&gt;  [91] grid_4.3.2              tidyr_1.3.1             AnnotationDbi_1.64.1   </span></span>
+<span><span class="co">#&gt;  [94] colorspace_2.1-0        nlme_3.1-163            GenomeInfoDbData_1.2.11</span></span>
+<span><span class="co">#&gt;  [97] cli_3.6.2               rappdirs_0.3.3          textshaping_0.3.7      </span></span>
+<span><span class="co">#&gt; [100] fansi_1.0.6             ComplexHeatmap_2.18.0   dplyr_1.1.4            </span></span>
+<span><span class="co">#&gt; [103] gtable_0.3.4            rstatix_0.7.2           sass_0.4.8             </span></span>
+<span><span class="co">#&gt; [106] digest_0.6.34           BiocGenerics_0.48.1     farver_2.1.1           </span></span>
+<span><span class="co">#&gt; [109] rjson_0.2.21            memoise_2.0.1           htmltools_0.5.7        </span></span>
+<span><span class="co">#&gt; [112] pkgdown_2.0.7           lifecycle_1.0.4         httr_1.4.7             </span></span>
+<span><span class="co">#&gt; [115] GlobalOptions_0.1.2     bit64_4.0.5</span></span></code></pre></div>
+</details>
+</div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside>
+</div>
+
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p>
+<p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p>
+<p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer>
+</div>
+
+  
+
+  
+
+  </body>
+</html>
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diff --git a/articles/plotting_vignette_files/figure-html/signalingnet-clusts-1.png b/articles/plotting_vignette_files/figure-html/signalingnet-clusts-1.png
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From 45e81fc8f20921f75a4397f0bc8e56cfdd4810df Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:08:28 -0400
Subject: [PATCH 28/35] restore docs

---
 docs/apple-touch-icon-120x120.png             |   Bin 0 -> 18347 bytes
 docs/apple-touch-icon-152x152.png             |   Bin 0 -> 25480 bytes
 docs/apple-touch-icon-180x180.png             |   Bin 0 -> 31350 bytes
 docs/apple-touch-icon-60x60.png               |   Bin 0 -> 6660 bytes
 docs/apple-touch-icon-76x76.png               |   Bin 0 -> 9368 bytes
 docs/apple-touch-icon.png                     |   Bin 0 -> 31350 bytes
 .../articles/cellphonedb_vignette.html        |     8 +
 .../articles/articles/tf_scenic_vignette.html |     8 +
 .../empty-anchor.js                           |    15 +
 .../empty-anchor.js                           |    15 +
 .../figure-html/unnamed-chunk-9-1.png         |   Bin 0 -> 196742 bytes
 .../empty-anchor.js                           |    15 +
 .../empty-anchor.js                           |    15 +
 .../empty-anchor.js                           |    15 +
 docs/deps/Fira_Code-0.4.8/font.css            |     7 +
 ...9eCBsR6Z2vfE9aq3bL0fxyUs4tcw4W_D1sFVQ.woff |   Bin 0 -> 86320 bytes
 .../bootstrap-5.3.1/bootstrap.bundle.min.js   |     7 +
 .../bootstrap.bundle.min.js.map               |     1 +
 docs/deps/bootstrap-5.3.1/bootstrap.min.css   |     5 +
 docs/deps/data-deps.txt                       |     5 +
 docs/deps/jquery-3.6.0/jquery-3.6.0.js        | 10881 ++++++++++++++++
 docs/deps/jquery-3.6.0/jquery-3.6.0.min.js    |     2 +
 docs/deps/jquery-3.6.0/jquery-3.6.0.min.map   |     1 +
 docs/extra.css                                |    14 +
 docs/extra.js                                 |    10 +
 docs/favicon-16x16.png                        |   Bin 0 -> 1371 bytes
 docs/favicon-32x32.png                        |   Bin 0 -> 2706 bytes
 docs/favicon.ico                              |   Bin 0 -> 15086 bytes
 docs/link.svg                                 |    12 +
 docs/logo.svg                                 |     1 +
 docs/pkgdown.js                               |   156 +
 docs/reference/Rplot001.png                   |   Bin 0 -> 1011 bytes
 docs/reference/figures/logo.svg               |     1 +
 docs/sitemap.xml                              |   171 +
 34 files changed, 11365 insertions(+)
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 create mode 100644 docs/logo.svg
 create mode 100644 docs/pkgdown.js
 create mode 100644 docs/reference/Rplot001.png
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diff --git a/docs/articles/domino_object_vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/domino_object_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
new file mode 100644
index 00000000..ca349fd6
--- /dev/null
+++ b/docs/articles/domino_object_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
@@ -0,0 +1,15 @@
+// Hide empty <a> tag within highlighted CodeBlock for screen reader accessibility (see https://github.com/jgm/pandoc/issues/6352#issuecomment-626106786) -->
+// v0.0.1
+// Written by JooYoung Seo (jooyoung@psu.edu) and Atsushi Yasumoto on June 1st, 2020.
+
+document.addEventListener('DOMContentLoaded', function() {
+  const codeList = document.getElementsByClassName("sourceCode");
+  for (var i = 0; i < codeList.length; i++) {
+    var linkList = codeList[i].getElementsByTagName('a');
+    for (var j = 0; j < linkList.length; j++) {
+      if (linkList[j].innerHTML === "") {
+        linkList[j].setAttribute('aria-hidden', 'true');
+      }
+    }
+  }
+});
diff --git a/docs/articles/plotting_vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/plotting_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
new file mode 100644
index 00000000..ca349fd6
--- /dev/null
+++ b/docs/articles/plotting_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
@@ -0,0 +1,15 @@
+// Hide empty <a> tag within highlighted CodeBlock for screen reader accessibility (see https://github.com/jgm/pandoc/issues/6352#issuecomment-626106786) -->
+// v0.0.1
+// Written by JooYoung Seo (jooyoung@psu.edu) and Atsushi Yasumoto on June 1st, 2020.
+
+document.addEventListener('DOMContentLoaded', function() {
+  const codeList = document.getElementsByClassName("sourceCode");
+  for (var i = 0; i < codeList.length; i++) {
+    var linkList = codeList[i].getElementsByTagName('a');
+    for (var j = 0; j < linkList.length; j++) {
+      if (linkList[j].innerHTML === "") {
+        linkList[j].setAttribute('aria-hidden', 'true');
+      }
+    }
+  }
+});
diff --git a/docs/articles/tf_scenic_vignette_files/accessible-code-block-0.0.1/empty-anchor.js b/docs/articles/tf_scenic_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
new file mode 100644
index 00000000..ca349fd6
--- /dev/null
+++ b/docs/articles/tf_scenic_vignette_files/accessible-code-block-0.0.1/empty-anchor.js
@@ -0,0 +1,15 @@
+// Hide empty <a> tag within highlighted CodeBlock for screen reader accessibility (see https://github.com/jgm/pandoc/issues/6352#issuecomment-626106786) -->
+// v0.0.1
+// Written by JooYoung Seo (jooyoung@psu.edu) and Atsushi Yasumoto on June 1st, 2020.
+
+document.addEventListener('DOMContentLoaded', function() {
+  const codeList = document.getElementsByClassName("sourceCode");
+  for (var i = 0; i < codeList.length; i++) {
+    var linkList = codeList[i].getElementsByTagName('a');
+    for (var j = 0; j < linkList.length; j++) {
+      if (linkList[j].innerHTML === "") {
+        linkList[j].setAttribute('aria-hidden', 'true');
+      }
+    }
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diff --git a/docs/deps/Fira_Code-0.4.8/font.css b/docs/deps/Fira_Code-0.4.8/font.css
new file mode 100644
index 00000000..4c4a061f
--- /dev/null
+++ b/docs/deps/Fira_Code-0.4.8/font.css
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diff --git a/docs/deps/bootstrap-5.3.1/bootstrap.bundle.min.js b/docs/deps/bootstrap-5.3.1/bootstrap.bundle.min.js
new file mode 100644
index 00000000..e8f21f70
--- /dev/null
+++ b/docs/deps/bootstrap-5.3.1/bootstrap.bundle.min.js
@@ -0,0 +1,7 @@
+/*!
+  * Bootstrap v5.3.1 (https://getbootstrap.com/)
+  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
+  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+  */
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).bootstrap=e()}(this,(function(){"use strict";const t=new Map,e={set(e,i,n){t.has(e)||t.set(e,new Map);const s=t.get(e);s.has(i)||0===s.size?s.set(i,n):console.error(`Bootstrap doesn't allow more than one instance per element. 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m?m(Object.assign({},e.rects,{placement:e.placement})):m,O="number"==typeof C?{mainAxis:C,altAxis:C}:Object.assign({mainAxis:0,altAxis:0},C),x=e.modifiersData.offset?e.modifiersData.offset[e.placement]:null,k={x:0,y:0};if(A){if(o){var L,S="y"===y?zt:Vt,D="y"===y?Rt:qt,$="y"===y?"height":"width",I=A[y],N=I+g[S],P=I-g[D],M=f?-T[$]/2:0,j=b===Xt?E[$]:T[$],F=b===Xt?-T[$]:-E[$],H=e.elements.arrow,W=f&&H?Ce(H):{width:0,height:0},B=e.modifiersData["arrow#persistent"]?e.modifiersData["arrow#persistent"].padding:{top:0,right:0,bottom:0,left:0},z=B[S],R=B[D],q=Ne(0,E[$],W[$]),V=v?E[$]/2-M-q-z-O.mainAxis:j-q-z-O.mainAxis,K=v?-E[$]/2+M+q+R+O.mainAxis:F+q+R+O.mainAxis,Q=e.elements.arrow&&$e(e.elements.arrow),X=Q?"y"===y?Q.clientTop||0:Q.clientLeft||0:0,Y=null!=(L=null==x?void 0:x[y])?L:0,U=I+K-Y,G=Ne(f?ye(N,I+V-Y-X):N,I,f?ve(P,U):P);A[y]=G,k[y]=G-I}if(a){var J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;i<t;i++)e[i]=arguments[i];return!e.some((function(t){return!(t&&"function"==typeof t.getBoundingClientRect)}))}function mi(t){void 0===t&&(t={});var e=t,i=e.defaultModifiers,n=void 0===i?[]:i,s=e.defaultOptions,o=void 0===s?fi:s;return function(t,e,i){void 0===i&&(i=o);var s,r,a={placement:"bottom",orderedModifiers:[],options:Object.assign({},fi,o),modifiersData:{},elements:{reference:t,popper:e},attributes:{},styles:{}},l=[],c=!1,h={state:a,setOptions:function(i){var s="function"==typeof i?i(a.options):i;d(),a.options=Object.assign({},o,a.options,s),a.scrollParents={reference:pe(t)?Je(t):t.contextElement?Je(t.contextElement):[],popper:Je(e)};var r,c,u=function(t){var e=ui(t);return de.reduce((function(t,i){return t.concat(e.filter((function(t){return t.phase===i})))}),[])}((r=[].concat(n,a.options.modifiers),c=r.reduce((function(t,e){var i=t[e.name];return t[e.name]=i?Object.assign({},i,e,{options:Object.assign({},i.options,e.options),data:Object.assign({},i.data,e.data)}):e,t}),{}),Object.keys(c).map((function(t){return c[t]}))));return a.orderedModifiers=u.filter((function(t){return t.enabled})),a.orderedModifiers.forEach((function(t){var e=t.name,i=t.options,n=void 0===i?{}:i,s=t.effect;if("function"==typeof s){var o=s({state:a,name:e,instance:h,options:n});l.push(o||function(){})}})),h.update()},forceUpdate:function(){if(!c){var t=a.elements,e=t.reference,i=t.popper;if(pi(e,i)){a.rects={reference:di(e,$e(i),"fixed"===a.options.strategy),popper:Ce(i)},a.reset=!1,a.placement=a.options.placement,a.orderedModifiers.forEach((function(t){return a.modifiersData[t.name]=Object.assign({},t.data)}));for(var n=0;n<a.orderedModifiers.length;n++)if(!0!==a.reset){var s=a.orderedModifiers[n],o=s.fn,r=s.options,l=void 0===r?{}:r,d=s.name;"function"==typeof o&&(a=o({state:a,options:l,name:d,instance:h})||a)}else a.reset=!1,n=-1}}},update:(s=function(){return new Promise((function(t){h.forceUpdate(),t(a)}))},function(){return r||(r=new Promise((function(t){Promise.resolve().then((function(){r=void 0,t(s())}))}))),r}),destroy:function(){d(),c=!0}};if(!pi(t,e))return h;function d(){l.forEach((function(t){return t()})),l=[]}return h.setOptions(i).then((function(t){!c&&i.onFirstUpdate&&i.onFirstUpdate(t)})),h}}var gi=mi(),_i=mi({defaultModifiers:[Re,ci,Be,_e]}),bi=mi({defaultModifiers:[Re,ci,Be,_e,li,si,hi,je,ai]});const vi=Object.freeze(Object.defineProperty({__proto__:null,afterMain:ae,afterRead:se,afterWrite:he,applyStyles:_e,arrow:je,auto:Kt,basePlacements:Qt,beforeMain:oe,beforeRead:ie,beforeWrite:le,bottom:Rt,clippingParents:Ut,computeStyles:Be,createPopper:bi,createPopperBase:gi,createPopperLite:_i,detectOverflow:ii,end:Yt,eventListeners:Re,flip:si,hide:ai,left:Vt,main:re,modifierPhases:de,offset:li,placements:ee,popper:Jt,popperGenerator:mi,popperOffsets:ci,preventOverflow:hi,read:ne,reference:Zt,right:qt,start:Xt,top:zt,variationPlacements:te,viewport:Gt,write:ce},Symbol.toStringTag,{value:"Module"})),yi="dropdown",wi=".bs.dropdown",Ai=".data-api",Ei="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ai}`,Si=`keydown${wi}${Ai}`,Di=`keyup${wi}${Ai}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=p()?"top-end":"top-start",ji=p()?"top-start":"top-end",Fi=p()?"bottom-end":"bottom-start",Hi=p()?"bottom-start":"bottom-end",Wi=p()?"left-start":"right-start",Bi=p()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends W{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=z.next(this._element,Pi)[0]||z.prev(this._element,Pi)[0]||z.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(l(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!N.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),N.trigger(this._element,ki,t)}}hide(){if(l(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!N.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),F.removeDataAttribute(this._menu,"popper"),N.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!o(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===vi)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:o(this._config.reference)?t=r(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=bi(t,this._menu,e)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return Bi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>a(t)));i.length&&b(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=z.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.off(t,"mouseover",h);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),N.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=g(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return bi(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return g(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...g(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)N.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");N.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),N.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},N.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=F.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px 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t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=z.find(bs,this._config.target);for(const e of t){if(!e.hash||l(e))continue;const t=z.findOne(decodeURI(e.hash),this._element);a(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),N.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))z.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of z.parents(t,".nav, .list-group"))for(const t of z.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=z.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=Es.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}N.on(window,gs,(()=>{for(const t of z.find('[data-bs-spy="scroll"]'))Es.getOrCreateInstance(t)})),m(Es);const Ts=".bs.tab",Cs=`hide${Ts}`,Os=`hidden${Ts}`,xs=`show${Ts}`,ks=`shown${Ts}`,Ls=`click${Ts}`,Ss=`keydown${Ts}`,Ds=`load${Ts}`,$s="ArrowLeft",Is="ArrowRight",Ns="ArrowUp",Ps="ArrowDown",Ms="Home",js="End",Fs="active",Hs="fade",Ws="show",Bs=":not(.dropdown-toggle)",zs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Rs=`.nav-link${Bs}, .list-group-item${Bs}, [role="tab"]${Bs}, ${zs}`,qs=`.${Fs}[data-bs-toggle="tab"], .${Fs}[data-bs-toggle="pill"], .${Fs}[data-bs-toggle="list"]`;class Vs extends W{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),N.on(this._element,Ss,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?N.trigger(e,Cs,{relatedTarget:t}):null;N.trigger(t,xs,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Fs),this._activate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),N.trigger(t,ks,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Hs)))}_deactivate(t,e){t&&(t.classList.remove(Fs),t.blur(),this._deactivate(z.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),N.trigger(t,Os,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Hs)))}_keydown(t){if(![$s,Is,Ns,Ps,Ms,js].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!l(t)));let 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* --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map()\n\nexport default {\n  set(element, key, instance) {\n    if (!elementMap.has(element)) {\n      elementMap.set(element, new Map())\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    // make it clear we only want one instance per element\n    // can be removed later when multiple key/instances are fine to be used\n    if (!instanceMap.has(key) && instanceMap.size !== 0) {\n      // eslint-disable-next-line no-console\n      console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`)\n      return\n    }\n\n    instanceMap.set(key, instance)\n  },\n\n  get(element, key) {\n    if (elementMap.has(element)) {\n      return elementMap.get(element).get(key) || null\n    }\n\n    return null\n  },\n\n  remove(element, key) {\n    if (!elementMap.has(element)) {\n      return\n    }\n\n    const instanceMap = elementMap.get(element)\n\n    instanceMap.delete(key)\n\n    // free up element references if there are no instances left for an element\n    if (instanceMap.size === 0) {\n      elementMap.delete(element)\n    }\n  }\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1_000_000\nconst MILLISECONDS_MULTIPLIER = 1000\nconst TRANSITION_END = 'transitionend'\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n  if (selector && window.CSS && window.CSS.escape) {\n    // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n    selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`)\n  }\n\n  return selector\n}\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n  if (object === null || object === undefined) {\n    return `${object}`\n  }\n\n  return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase()\n}\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n  do {\n    prefix += Math.floor(Math.random() * MAX_UID)\n  } while (document.getElementById(prefix))\n\n  return prefix\n}\n\nconst getTransitionDurationFromElement = element => {\n  if (!element) {\n    return 0\n  }\n\n  // Get transition-duration of the element\n  let { transitionDuration, transitionDelay } = window.getComputedStyle(element)\n\n  const floatTransitionDuration = Number.parseFloat(transitionDuration)\n  const floatTransitionDelay = Number.parseFloat(transitionDelay)\n\n  // Return 0 if element or transition duration is not found\n  if (!floatTransitionDuration && !floatTransitionDelay) {\n    return 0\n  }\n\n  // If multiple durations are defined, take the first\n  transitionDuration = transitionDuration.split(',')[0]\n  transitionDelay = transitionDelay.split(',')[0]\n\n  return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER\n}\n\nconst triggerTransitionEnd = element => {\n  element.dispatchEvent(new Event(TRANSITION_END))\n}\n\nconst isElement = object => {\n  if (!object || typeof object !== 'object') {\n    return false\n  }\n\n  if (typeof object.jquery !== 'undefined') {\n    object = object[0]\n  }\n\n  return typeof object.nodeType !== 'undefined'\n}\n\nconst getElement = object => {\n  // it's a jQuery object or a node element\n  if (isElement(object)) {\n    return object.jquery ? object[0] : object\n  }\n\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(parseSelector(object))\n  }\n\n  return null\n}\n\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false\n  }\n\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])')\n\n  if (!closedDetails) {\n    return elementIsVisible\n  }\n\n  if (closedDetails !== element) {\n    const summary = element.closest('summary')\n    if (summary && summary.parentNode !== closedDetails) {\n      return false\n    }\n\n    if (summary === null) {\n      return false\n    }\n  }\n\n  return elementIsVisible\n}\n\nconst isDisabled = element => {\n  if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n    return true\n  }\n\n  if (element.classList.contains('disabled')) {\n    return true\n  }\n\n  if (typeof element.disabled !== 'undefined') {\n    return element.disabled\n  }\n\n  return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false'\n}\n\nconst findShadowRoot = element => {\n  if (!document.documentElement.attachShadow) {\n    return null\n  }\n\n  // Can find the shadow root otherwise it'll return the document\n  if (typeof element.getRootNode === 'function') {\n    const root = element.getRootNode()\n    return root instanceof ShadowRoot ? root : null\n  }\n\n  if (element instanceof ShadowRoot) {\n    return element\n  }\n\n  // when we don't find a shadow root\n  if (!element.parentNode) {\n    return null\n  }\n\n  return findShadowRoot(element.parentNode)\n}\n\nconst noop = () => {}\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n  element.offsetHeight // eslint-disable-line no-unused-expressions\n}\n\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.jQuery\n  }\n\n  return null\n}\n\nconst DOMContentLoadedCallbacks = []\n\nconst onDOMContentLoaded = callback => {\n  if (document.readyState === 'loading') {\n    // add listener on the first call when the document is in loading state\n    if (!DOMContentLoadedCallbacks.length) {\n      document.addEventListener('DOMContentLoaded', () => {\n        for (const callback of DOMContentLoadedCallbacks) {\n          callback()\n        }\n      })\n    }\n\n    DOMContentLoadedCallbacks.push(callback)\n  } else {\n    callback()\n  }\n}\n\nconst isRTL = () => document.documentElement.dir === 'rtl'\n\nconst defineJQueryPlugin = plugin => {\n  onDOMContentLoaded(() => {\n    const $ = getjQuery()\n    /* istanbul ignore if */\n    if ($) {\n      const name = plugin.NAME\n      const JQUERY_NO_CONFLICT = $.fn[name]\n      $.fn[name] = plugin.jQueryInterface\n      $.fn[name].Constructor = plugin\n      $.fn[name].noConflict = () => {\n        $.fn[name] = JQUERY_NO_CONFLICT\n        return plugin.jQueryInterface\n      }\n    }\n  })\n}\n\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n  return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue\n}\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n  if (!waitForTransition) {\n    execute(callback)\n    return\n  }\n\n  const durationPadding = 5\n  const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding\n\n  let called = false\n\n  const handler = ({ target }) => {\n    if (target !== transitionElement) {\n      return\n    }\n\n    called = true\n    transitionElement.removeEventListener(TRANSITION_END, handler)\n    execute(callback)\n  }\n\n  transitionElement.addEventListener(TRANSITION_END, handler)\n  setTimeout(() => {\n    if (!called) {\n      triggerTransitionEnd(transitionElement)\n    }\n  }, emulatedDuration)\n}\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list    The list of elements\n * @param activeElement   The active element\n * @param shouldGetNext   Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n  const listLength = list.length\n  let index = list.indexOf(activeElement)\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0]\n  }\n\n  index += shouldGetNext ? 1 : -1\n\n  if (isCycleAllowed) {\n    index = (index + listLength) % listLength\n  }\n\n  return list[Math.max(0, Math.min(index, listLength - 1))]\n}\n\nexport {\n  defineJQueryPlugin,\n  execute,\n  executeAfterTransition,\n  findShadowRoot,\n  getElement,\n  getjQuery,\n  getNextActiveElement,\n  getTransitionDurationFromElement,\n  getUID,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop,\n  onDOMContentLoaded,\n  parseSelector,\n  reflow,\n  triggerTransitionEnd,\n  toType\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { getjQuery } from '../util/index.js'\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/\nconst stripNameRegex = /\\..*/\nconst stripUidRegex = /::\\d+$/\nconst eventRegistry = {} // Events storage\nlet uidEvent = 1\nconst customEvents = {\n  mouseenter: 'mouseover',\n  mouseleave: 'mouseout'\n}\n\nconst nativeEvents = new Set([\n  'click',\n  'dblclick',\n  'mouseup',\n  'mousedown',\n  'contextmenu',\n  'mousewheel',\n  'DOMMouseScroll',\n  'mouseover',\n  'mouseout',\n  'mousemove',\n  'selectstart',\n  'selectend',\n  'keydown',\n  'keypress',\n  'keyup',\n  'orientationchange',\n  'touchstart',\n  'touchmove',\n  'touchend',\n  'touchcancel',\n  'pointerdown',\n  'pointermove',\n  'pointerup',\n  'pointerleave',\n  'pointercancel',\n  'gesturestart',\n  'gesturechange',\n  'gestureend',\n  'focus',\n  'blur',\n  'change',\n  'reset',\n  'select',\n  'submit',\n  'focusin',\n  'focusout',\n  'load',\n  'unload',\n  'beforeunload',\n  'resize',\n  'move',\n  'DOMContentLoaded',\n  'readystatechange',\n  'error',\n  'abort',\n  'scroll'\n])\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return (uid && `${uid}::${uidEvent++}`) || element.uidEvent || uidEvent++\n}\n\nfunction getElementEvents(element) {\n  const uid = makeEventUid(element)\n\n  element.uidEvent = uid\n  eventRegistry[uid] = eventRegistry[uid] || {}\n\n  return eventRegistry[uid]\n}\n\nfunction bootstrapHandler(element, fn) {\n  return function handler(event) {\n    hydrateObj(event, { delegateTarget: element })\n\n    if (handler.oneOff) {\n      EventHandler.off(element, event.type, fn)\n    }\n\n    return fn.apply(element, [event])\n  }\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n  return function handler(event) {\n    const domElements = element.querySelectorAll(selector)\n\n    for (let { target } = event; target && target !== this; target = target.parentNode) {\n      for (const domElement of domElements) {\n        if (domElement !== target) {\n          continue\n        }\n\n        hydrateObj(event, { delegateTarget: target })\n\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn)\n        }\n\n        return fn.apply(target, [event])\n      }\n    }\n  }\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events)\n    .find(event => event.callable === callable && event.delegationSelector === delegationSelector)\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string'\n  // TODO: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : (handler || delegationFunction)\n  let typeEvent = getTypeEvent(originalTypeEvent)\n\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent\n  }\n\n  return [isDelegated, callable, typeEvent]\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return\n  }\n\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n\n  // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n  // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n  if (originalTypeEvent in customEvents) {\n    const wrapFunction = fn => {\n      return function (event) {\n        if (!event.relatedTarget || (event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget))) {\n          return fn.call(this, event)\n        }\n      }\n    }\n\n    callable = wrapFunction(callable)\n  }\n\n  const events = getElementEvents(element)\n  const handlers = events[typeEvent] || (events[typeEvent] = {})\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null)\n\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff\n\n    return\n  }\n\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''))\n  const fn = isDelegated ?\n    bootstrapDelegationHandler(element, handler, callable) :\n    bootstrapHandler(element, callable)\n\n  fn.delegationSelector = isDelegated ? handler : null\n  fn.callable = callable\n  fn.oneOff = oneOff\n  fn.uidEvent = uid\n  handlers[uid] = fn\n\n  element.addEventListener(typeEvent, fn, isDelegated)\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n  const fn = findHandler(events[typeEvent], handler, delegationSelector)\n\n  if (!fn) {\n    return\n  }\n\n  element.removeEventListener(typeEvent, fn, Boolean(delegationSelector))\n  delete events[typeEvent][fn.uidEvent]\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n  const storeElementEvent = events[typeEvent] || {}\n\n  for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      removeHandler(element, events, typeEvent, event.callable, event.delegationSelector)\n    }\n  }\n}\n\nfunction getTypeEvent(event) {\n  // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n  event = event.replace(stripNameRegex, '')\n  return customEvents[event] || event\n}\n\nconst EventHandler = {\n  on(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false)\n  },\n\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true)\n  },\n\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return\n    }\n\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction)\n    const inNamespace = typeEvent !== originalTypeEvent\n    const events = getElementEvents(element)\n    const storeElementEvent = events[typeEvent] || {}\n    const isNamespace = originalTypeEvent.startsWith('.')\n\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return\n      }\n\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null)\n      return\n    }\n\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1))\n      }\n    }\n\n    for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '')\n\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        removeHandler(element, events, typeEvent, event.callable, event.delegationSelector)\n      }\n    }\n  },\n\n  trigger(element, event, args) {\n    if (typeof event !== 'string' || !element) {\n      return null\n    }\n\n    const $ = getjQuery()\n    const typeEvent = getTypeEvent(event)\n    const inNamespace = event !== typeEvent\n\n    let jQueryEvent = null\n    let bubbles = true\n    let nativeDispatch = true\n    let defaultPrevented = false\n\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args)\n\n      $(element).trigger(jQueryEvent)\n      bubbles = !jQueryEvent.isPropagationStopped()\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped()\n      defaultPrevented = jQueryEvent.isDefaultPrevented()\n    }\n\n    const evt = hydrateObj(new Event(event, { bubbles, cancelable: true }), args)\n\n    if (defaultPrevented) {\n      evt.preventDefault()\n    }\n\n    if (nativeDispatch) {\n      element.dispatchEvent(evt)\n    }\n\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault()\n    }\n\n    return evt\n  }\n}\n\nfunction hydrateObj(obj, meta = {}) {\n  for (const [key, value] of Object.entries(meta)) {\n    try {\n      obj[key] = value\n    } catch {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value\n        }\n      })\n    }\n  }\n\n  return obj\n}\n\nexport default EventHandler\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true\n  }\n\n  if (value === 'false') {\n    return false\n  }\n\n  if (value === Number(value).toString()) {\n    return Number(value)\n  }\n\n  if (value === '' || value === 'null') {\n    return null\n  }\n\n  if (typeof value !== 'string') {\n    return value\n  }\n\n  try {\n    return JSON.parse(decodeURIComponent(value))\n  } catch {\n    return value\n  }\n}\n\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`)\n}\n\nconst Manipulator = {\n  setDataAttribute(element, key, value) {\n    element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value)\n  },\n\n  removeDataAttribute(element, key) {\n    element.removeAttribute(`data-bs-${normalizeDataKey(key)}`)\n  },\n\n  getDataAttributes(element) {\n    if (!element) {\n      return {}\n    }\n\n    const attributes = {}\n    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'))\n\n    for (const key of bsKeys) {\n      let pureKey = key.replace(/^bs/, '')\n      pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length)\n      attributes[pureKey] = normalizeData(element.dataset[key])\n    }\n\n    return attributes\n  },\n\n  getDataAttribute(element, key) {\n    return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`))\n  }\n}\n\nexport default Manipulator\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Manipulator from '../dom/manipulator.js'\nimport { isElement, toType } from './index.js'\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {}\n  }\n\n  static get DefaultType() {\n    return {}\n  }\n\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!')\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    return config\n  }\n\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {} // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    }\n  }\n\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const [property, expectedTypes] of Object.entries(configTypes)) {\n      const value = config[property]\n      const valueType = isElement(value) ? 'element' : toType(value)\n\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(\n          `${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`\n        )\n      }\n    }\n  }\n}\n\nexport default Config\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Data from './dom/data.js'\nimport EventHandler from './dom/event-handler.js'\nimport Config from './util/config.js'\nimport { executeAfterTransition, getElement } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.1'\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super()\n\n    element = getElement(element)\n    if (!element) {\n      return\n    }\n\n    this._element = element\n    this._config = this._getConfig(config)\n\n    Data.set(this._element, this.constructor.DATA_KEY, this)\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY)\n    EventHandler.off(this._element, this.constructor.EVENT_KEY)\n\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null\n    }\n  }\n\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated)\n  }\n\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY)\n  }\n\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null)\n  }\n\n  static get VERSION() {\n    return VERSION\n  }\n\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`\n  }\n\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`\n  }\n\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`\n  }\n}\n\nexport default BaseComponent\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport { isDisabled, isVisible, parseSelector } from '../util/index.js'\n\nconst getSelector = element => {\n  let selector = element.getAttribute('data-bs-target')\n\n  if (!selector || selector === '#') {\n    let hrefAttribute = element.getAttribute('href')\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttribute || (!hrefAttribute.includes('#') && !hrefAttribute.startsWith('.'))) {\n      return null\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n      hrefAttribute = `#${hrefAttribute.split('#')[1]}`\n    }\n\n    selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null\n  }\n\n  return parseSelector(selector)\n}\n\nconst SelectorEngine = {\n  find(selector, element = document.documentElement) {\n    return [].concat(...Element.prototype.querySelectorAll.call(element, selector))\n  },\n\n  findOne(selector, element = document.documentElement) {\n    return Element.prototype.querySelector.call(element, selector)\n  },\n\n  children(element, selector) {\n    return [].concat(...element.children).filter(child => child.matches(selector))\n  },\n\n  parents(element, selector) {\n    const parents = []\n    let ancestor = element.parentNode.closest(selector)\n\n    while (ancestor) {\n      parents.push(ancestor)\n      ancestor = ancestor.parentNode.closest(selector)\n    }\n\n    return parents\n  },\n\n  prev(element, selector) {\n    let previous = element.previousElementSibling\n\n    while (previous) {\n      if (previous.matches(selector)) {\n        return [previous]\n      }\n\n      previous = previous.previousElementSibling\n    }\n\n    return []\n  },\n  // TODO: this is now unused; remove later along with prev()\n  next(element, selector) {\n    let next = element.nextElementSibling\n\n    while (next) {\n      if (next.matches(selector)) {\n        return [next]\n      }\n\n      next = next.nextElementSibling\n    }\n\n    return []\n  },\n\n  focusableChildren(element) {\n    const focusables = [\n      'a',\n      'button',\n      'input',\n      'textarea',\n      'select',\n      'details',\n      '[tabindex]',\n      '[contenteditable=\"true\"]'\n    ].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',')\n\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el))\n  },\n\n  getSelectorFromElement(element) {\n    const selector = getSelector(element)\n\n    if (selector) {\n      return SelectorEngine.findOne(selector) ? selector : null\n    }\n\n    return null\n  },\n\n  getElementFromSelector(element) {\n    const selector = getSelector(element)\n\n    return selector ? SelectorEngine.findOne(selector) : null\n  },\n\n  getMultipleElementsFromSelector(element) {\n    const selector = getSelector(element)\n\n    return selector ? SelectorEngine.find(selector) : []\n  }\n}\n\nexport default SelectorEngine\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport { isDisabled } from './index.js'\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`\n  const name = component.NAME\n\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault()\n    }\n\n    if (isDisabled(this)) {\n      return\n    }\n\n    const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`)\n    const instance = component.getOrCreateInstance(target)\n\n    // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n    instance[method]()\n  })\n}\n\nexport {\n  enableDismissTrigger\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'alert'\nconst DATA_KEY = 'bs.alert'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_CLOSE = `close${EVENT_KEY}`\nconst EVENT_CLOSED = `closed${EVENT_KEY}`\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE)\n\n    if (closeEvent.defaultPrevented) {\n      return\n    }\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE)\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated)\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove()\n    EventHandler.trigger(this._element, EVENT_CLOSED)\n    this.dispose()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close')\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert)\n\nexport default Alert\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'button'\nconst DATA_KEY = 'bs.button'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"button\"]'\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE))\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this)\n\n      if (config === 'toggle') {\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, event => {\n  event.preventDefault()\n\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE)\n  const data = Button.getOrCreateInstance(button)\n\n  data.toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button)\n\nexport default Button\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport Config from './config.js'\nimport { execute } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'swipe'\nconst EVENT_KEY = '.bs.swipe'\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY}`\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY}`\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY}`\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY}`\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY}`\nconst POINTER_TYPE_TOUCH = 'touch'\nconst POINTER_TYPE_PEN = 'pen'\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event'\nconst SWIPE_THRESHOLD = 40\n\nconst Default = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n}\n\nconst DefaultType = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n}\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super()\n    this._element = element\n\n    if (!element || !Swipe.isSupported()) {\n      return\n    }\n\n    this._config = this._getConfig(config)\n    this._deltaX = 0\n    this._supportPointerEvents = Boolean(window.PointerEvent)\n    this._initEvents()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  dispose() {\n    EventHandler.off(this._element, EVENT_KEY)\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX\n\n      return\n    }\n\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX\n    }\n  }\n\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX\n    }\n\n    this._handleSwipe()\n    execute(this._config.endCallback)\n  }\n\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ?\n      0 :\n      event.touches[0].clientX - this._deltaX\n  }\n\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX)\n\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return\n    }\n\n    const direction = absDeltaX / this._deltaX\n\n    this._deltaX = 0\n\n    if (!direction) {\n      return\n    }\n\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback)\n  }\n\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event))\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event))\n\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT)\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event))\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event))\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event))\n    }\n  }\n\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH)\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0\n  }\n}\n\nexport default Swipe\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  getNextActiveElement,\n  isRTL,\n  isVisible,\n  reflow,\n  triggerTransitionEnd\n} from './util/index.js'\nimport Swipe from './util/swipe.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'carousel'\nconst DATA_KEY = 'bs.carousel'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst TOUCHEVENT_COMPAT_WAIT = 500 // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next'\nconst ORDER_PREV = 'prev'\nconst DIRECTION_LEFT = 'left'\nconst DIRECTION_RIGHT = 'right'\n\nconst EVENT_SLIDE = `slide${EVENT_KEY}`\nconst EVENT_SLID = `slid${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_MOUSEENTER = `mouseenter${EVENT_KEY}`\nconst EVENT_MOUSELEAVE = `mouseleave${EVENT_KEY}`\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_CAROUSEL = 'carousel'\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_SLIDE = 'slide'\nconst CLASS_NAME_END = 'carousel-item-end'\nconst CLASS_NAME_START = 'carousel-item-start'\nconst CLASS_NAME_NEXT = 'carousel-item-next'\nconst CLASS_NAME_PREV = 'carousel-item-prev'\n\nconst SELECTOR_ACTIVE = '.active'\nconst SELECTOR_ITEM = '.carousel-item'\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM\nconst SELECTOR_ITEM_IMG = '.carousel-item img'\nconst SELECTOR_INDICATORS = '.carousel-indicators'\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]'\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]'\n\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY]: DIRECTION_LEFT\n}\n\nconst Default = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n}\n\nconst DefaultType = {\n  interval: '(number|boolean)', // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._interval = null\n    this._activeElement = null\n    this._isSliding = false\n    this.touchTimeout = null\n    this._swipeHelper = null\n\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element)\n    this._addEventListeners()\n\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  next() {\n    this._slide(ORDER_NEXT)\n  }\n\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\n    // Don't call next when the page isn't visible\n    // or the carousel or its parent isn't visible\n    if (!document.hidden && isVisible(this._element)) {\n      this.next()\n    }\n  }\n\n  prev() {\n    this._slide(ORDER_PREV)\n  }\n\n  pause() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element)\n    }\n\n    this._clearInterval()\n  }\n\n  cycle() {\n    this._clearInterval()\n    this._updateInterval()\n\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval)\n  }\n\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle())\n      return\n    }\n\n    this.cycle()\n  }\n\n  to(index) {\n    const items = this._getItems()\n    if (index > items.length - 1 || index < 0) {\n      return\n    }\n\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.to(index))\n      return\n    }\n\n    const activeIndex = this._getItemIndex(this._getActive())\n    if (activeIndex === index) {\n      return\n    }\n\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV\n\n    this._slide(order, items[index])\n  }\n\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose()\n    }\n\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval\n    return config\n  }\n\n  _addEventListeners() {\n    if (this._config.keyboard) {\n      EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n    }\n\n    if (this._config.pause === 'hover') {\n      EventHandler.on(this._element, EVENT_MOUSEENTER, () => this.pause())\n      EventHandler.on(this._element, EVENT_MOUSELEAVE, () => this._maybeEnableCycle())\n    }\n\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners()\n    }\n  }\n\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault())\n    }\n\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return\n      }\n\n      // If it's a touch-enabled device, mouseenter/leave are fired as\n      // part of the mouse compatibility events on first tap - the carousel\n      // would stop cycling until user tapped out of it;\n      // here, we listen for touchend, explicitly pause the carousel\n      // (as if it's the second time we tap on it, mouseenter compat event\n      // is NOT fired) and after a timeout (to allow for mouse compatibility\n      // events to fire) we explicitly restart cycling\n\n      this.pause()\n      if (this.touchTimeout) {\n        clearTimeout(this.touchTimeout)\n      }\n\n      this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval)\n    }\n\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    }\n\n    this._swipeHelper = new Swipe(this._element, swipeConfig)\n  }\n\n  _keydown(event) {\n    if (/input|textarea/i.test(event.target.tagName)) {\n      return\n    }\n\n    const direction = KEY_TO_DIRECTION[event.key]\n    if (direction) {\n      event.preventDefault()\n      this._slide(this._directionToOrder(direction))\n    }\n  }\n\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element)\n  }\n\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return\n    }\n\n    const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement)\n\n    activeIndicator.classList.remove(CLASS_NAME_ACTIVE)\n    activeIndicator.removeAttribute('aria-current')\n\n    const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement)\n\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE)\n      newActiveIndicator.setAttribute('aria-current', 'true')\n    }\n  }\n\n  _updateInterval() {\n    const element = this._activeElement || this._getActive()\n\n    if (!element) {\n      return\n    }\n\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10)\n\n    this._config.interval = elementInterval || this._config.defaultInterval\n  }\n\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return\n    }\n\n    const activeElement = this._getActive()\n    const isNext = order === ORDER_NEXT\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap)\n\n    if (nextElement === activeElement) {\n      return\n    }\n\n    const nextElementIndex = this._getItemIndex(nextElement)\n\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      })\n    }\n\n    const slideEvent = triggerEvent(EVENT_SLIDE)\n\n    if (slideEvent.defaultPrevented) {\n      return\n    }\n\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // TODO: change tests that use empty divs to avoid this check\n      return\n    }\n\n    const isCycling = Boolean(this._interval)\n    this.pause()\n\n    this._isSliding = true\n\n    this._setActiveIndicatorElement(nextElementIndex)\n    this._activeElement = nextElement\n\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV\n\n    nextElement.classList.add(orderClassName)\n\n    reflow(nextElement)\n\n    activeElement.classList.add(directionalClassName)\n    nextElement.classList.add(directionalClassName)\n\n    const completeCallBack = () => {\n      nextElement.classList.remove(directionalClassName, orderClassName)\n      nextElement.classList.add(CLASS_NAME_ACTIVE)\n\n      activeElement.classList.remove(CLASS_NAME_ACTIVE, orderClassName, directionalClassName)\n\n      this._isSliding = false\n\n      triggerEvent(EVENT_SLID)\n    }\n\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated())\n\n    if (isCycling) {\n      this.cycle()\n    }\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE)\n  }\n\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element)\n  }\n\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element)\n  }\n\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval)\n      this._interval = null\n    }\n  }\n\n  _directionToOrder(direction) {\n    if (isRTL()) {\n      return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT\n    }\n\n    return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV\n  }\n\n  _orderToDirection(order) {\n    if (isRTL()) {\n      return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT\n    }\n\n    return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config)\n\n      if (typeof config === 'number') {\n        data.to(config)\n        return\n      }\n\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_SLIDE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return\n  }\n\n  event.preventDefault()\n\n  const carousel = Carousel.getOrCreateInstance(target)\n  const slideIndex = this.getAttribute('data-bs-slide-to')\n\n  if (slideIndex) {\n    carousel.to(slideIndex)\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next()\n    carousel._maybeEnableCycle()\n    return\n  }\n\n  carousel.prev()\n  carousel._maybeEnableCycle()\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE)\n\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel)\n\nexport default Carousel\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  getElement,\n  reflow\n} from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'collapse'\nconst DATA_KEY = 'bs.collapse'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_COLLAPSE = 'collapse'\nconst CLASS_NAME_COLLAPSING = 'collapsing'\nconst CLASS_NAME_COLLAPSED = 'collapsed'\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal'\n\nconst WIDTH = 'width'\nconst HEIGHT = 'height'\n\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"collapse\"]'\n\nconst Default = {\n  parent: null,\n  toggle: true\n}\n\nconst DefaultType = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isTransitioning = false\n    this._triggerArray = []\n\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE)\n\n    for (const elem of toggleList) {\n      const selector = SelectorEngine.getSelectorFromElement(elem)\n      const filterElement = SelectorEngine.find(selector)\n        .filter(foundElement => foundElement === this._element)\n\n      if (selector !== null && filterElement.length) {\n        this._triggerArray.push(elem)\n      }\n    }\n\n    this._initializeChildren()\n\n    if (!this._config.parent) {\n      this._addAriaAndCollapsedClass(this._triggerArray, this._isShown())\n    }\n\n    if (this._config.toggle) {\n      this.toggle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    if (this._isShown()) {\n      this.hide()\n    } else {\n      this.show()\n    }\n  }\n\n  show() {\n    if (this._isTransitioning || this._isShown()) {\n      return\n    }\n\n    let activeChildren = []\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES)\n        .filter(element => element !== this._element)\n        .map(element => Collapse.getOrCreateInstance(element, { toggle: false }))\n    }\n\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide()\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.classList.remove(CLASS_NAME_COLLAPSE)\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n\n    this._element.style[dimension] = 0\n\n    this._addAriaAndCollapsedClass(this._triggerArray, true)\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n      this._element.style[dimension] = ''\n\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n    }\n\n    const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1)\n    const scrollSize = `scroll${capitalizedDimension}`\n\n    this._queueCallback(complete, this._element, true)\n    this._element.style[dimension] = `${this._element[scrollSize]}px`\n  }\n\n  hide() {\n    if (this._isTransitioning || !this._isShown()) {\n      return\n    }\n\n    const startEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n    if (startEvent.defaultPrevented) {\n      return\n    }\n\n    const dimension = this._getDimension()\n\n    this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_COLLAPSING)\n    this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW)\n\n    for (const trigger of this._triggerArray) {\n      const element = SelectorEngine.getElementFromSelector(trigger)\n\n      if (element && !this._isShown(element)) {\n        this._addAriaAndCollapsedClass([trigger], false)\n      }\n    }\n\n    this._isTransitioning = true\n\n    const complete = () => {\n      this._isTransitioning = false\n      this._element.classList.remove(CLASS_NAME_COLLAPSING)\n      this._element.classList.add(CLASS_NAME_COLLAPSE)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.style[dimension] = ''\n\n    this._queueCallback(complete, this._element, true)\n  }\n\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle) // Coerce string values\n    config.parent = getElement(config.parent)\n    return config\n  }\n\n  _getDimension() {\n    return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT\n  }\n\n  _initializeChildren() {\n    if (!this._config.parent) {\n      return\n    }\n\n    const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE)\n\n    for (const element of children) {\n      const selected = SelectorEngine.getElementFromSelector(element)\n\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected))\n      }\n    }\n  }\n\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent)\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element))\n  }\n\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return\n    }\n\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen)\n      element.setAttribute('aria-expanded', isOpen)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {}\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false\n    }\n\n    return this.each(function () {\n      const data = Collapse.getOrCreateInstance(this, _config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config]()\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  // preventDefault only for <a> elements (which change the URL) not inside the collapsible element\n  if (event.target.tagName === 'A' || (event.delegateTarget && event.delegateTarget.tagName === 'A')) {\n    event.preventDefault()\n  }\n\n  for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n    Collapse.getOrCreateInstance(element, { toggle: false }).toggle()\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse)\n\nexport default Collapse\n","export var top = 'top';\nexport var bottom = 'bottom';\nexport var right = 'right';\nexport var left = 'left';\nexport var auto = 'auto';\nexport var basePlacements = [top, bottom, right, left];\nexport var start = 'start';\nexport var end = 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n  return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n  return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n  return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n  if (node == null) {\n    return window;\n  }\n\n  if (node.toString() !== '[object Window]') {\n    var ownerDocument = node.ownerDocument;\n    return ownerDocument ? ownerDocument.defaultView || window : window;\n  }\n\n  return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n  var OwnElement = getWindow(node).Element;\n  return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n  var OwnElement = getWindow(node).HTMLElement;\n  return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n  // IE 11 has no ShadowRoot\n  if (typeof ShadowRoot === 'undefined') {\n    return false;\n  }\n\n  var OwnElement = getWindow(node).ShadowRoot;\n  return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n  var state = _ref.state;\n  Object.keys(state.elements).forEach(function (name) {\n    var style = state.styles[name] || {};\n    var attributes = state.attributes[name] || {};\n    var element = state.elements[name]; // arrow is optional + virtual elements\n\n    if (!isHTMLElement(element) || !getNodeName(element)) {\n      return;\n    } // Flow doesn't support to extend this property, but it's the most\n    // effective way to apply styles to an HTMLElement\n    // $FlowFixMe[cannot-write]\n\n\n    Object.assign(element.style, style);\n    Object.keys(attributes).forEach(function (name) {\n      var value = attributes[name];\n\n      if (value === false) {\n        element.removeAttribute(name);\n      } else {\n        element.setAttribute(name, value === true ? '' : value);\n      }\n    });\n  });\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state;\n  var initialStyles = {\n    popper: {\n      position: state.options.strategy,\n      left: '0',\n      top: '0',\n      margin: '0'\n    },\n    arrow: {\n      position: 'absolute'\n    },\n    reference: {}\n  };\n  Object.assign(state.elements.popper.style, initialStyles.popper);\n  state.styles = initialStyles;\n\n  if (state.elements.arrow) {\n    Object.assign(state.elements.arrow.style, initialStyles.arrow);\n  }\n\n  return function () {\n    Object.keys(state.elements).forEach(function (name) {\n      var element = state.elements[name];\n      var attributes = state.attributes[name] || {};\n      var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n      var style = styleProperties.reduce(function (style, property) {\n        style[property] = '';\n        return style;\n      }, {}); // arrow is optional + virtual elements\n\n      if (!isHTMLElement(element) || !getNodeName(element)) {\n        return;\n      }\n\n      Object.assign(element.style, style);\n      Object.keys(attributes).forEach(function (attribute) {\n        element.removeAttribute(attribute);\n      });\n    });\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'applyStyles',\n  enabled: true,\n  phase: 'write',\n  fn: applyStyles,\n  effect: effect,\n  requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n  return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n  var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n  // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n  var width = element.offsetWidth;\n  var height = element.offsetHeight;\n\n  if (Math.abs(clientRect.width - width) <= 1) {\n    width = clientRect.width;\n  }\n\n  if (Math.abs(clientRect.height - height) <= 1) {\n    height = clientRect.height;\n  }\n\n  return {\n    x: element.offsetLeft,\n    y: element.offsetTop,\n    width: width,\n    height: height\n  };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n  var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n  if (parent.contains(child)) {\n    return true;\n  } // then fallback to custom implementation with Shadow DOM support\n  else if (rootNode && isShadowRoot(rootNode)) {\n      var next = child;\n\n      do {\n        if (next && parent.isSameNode(next)) {\n          return true;\n        } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n        next = next.parentNode || next.host;\n      } while (next);\n    } // Give up, the result is false\n\n\n  return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n  return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n  return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n  // $FlowFixMe[incompatible-return]: assume body is always available\n  return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n  element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n  if (getNodeName(element) === 'html') {\n    return element;\n  }\n\n  return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n    // $FlowFixMe[incompatible-return]\n    // $FlowFixMe[prop-missing]\n    element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n    element.parentNode || ( // DOM Element detected\n    isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n    // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n    getDocumentElement(element) // fallback\n\n  );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n  if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n  getComputedStyle(element).position === 'fixed') {\n    return null;\n  }\n\n  return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n  var isFirefox = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\n\n  if (isIE && isHTMLElement(element)) {\n    // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n    var elementCss = getComputedStyle(element);\n\n    if (elementCss.position === 'fixed') {\n      return null;\n    }\n  }\n\n  var currentNode = getParentNode(element);\n\n  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\n\n  while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n    var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n    // create a containing block.\n    // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n    if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n      return currentNode;\n    } else {\n      currentNode = currentNode.parentNode;\n    }\n  }\n\n  return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n  var window = getWindow(element);\n  var offsetParent = getTrueOffsetParent(element);\n\n  while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n    offsetParent = getTrueOffsetParent(offsetParent);\n  }\n\n  if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n    return window;\n  }\n\n  return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n  return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n  return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n  return {\n    top: 0,\n    right: 0,\n    bottom: 0,\n    left: 0\n  };\n}","export default function expandToHashMap(value, keys) {\n  return keys.reduce(function (hashMap, key) {\n    hashMap[key] = value;\n    return hashMap;\n  }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n  padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : padding;\n  return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n  var _state$modifiersData$;\n\n  var state = _ref.state,\n      name = _ref.name,\n      options = _ref.options;\n  var arrowElement = state.elements.arrow;\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var basePlacement = getBasePlacement(state.placement);\n  var axis = getMainAxisFromPlacement(basePlacement);\n  var isVertical = [left, right].indexOf(basePlacement) >= 0;\n  var len = isVertical ? 'height' : 'width';\n\n  if (!arrowElement || !popperOffsets) {\n    return;\n  }\n\n  var paddingObject = toPaddingObject(options.padding, state);\n  var arrowRect = getLayoutRect(arrowElement);\n  var minProp = axis === 'y' ? top : left;\n  var maxProp = axis === 'y' ? bottom : right;\n  var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n  var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n  var arrowOffsetParent = getOffsetParent(arrowElement);\n  var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n  var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n  // outside of the popper bounds\n\n  var min = paddingObject[minProp];\n  var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n  var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n  var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n  var axisProp = axis;\n  state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options;\n  var _options$element = options.element,\n      arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n  var x = _ref.x,\n      y = _ref.y;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(x * dpr) / dpr || 0,\n    y: round(y * dpr) / dpr || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\n  var hasX = offsets.hasOwnProperty('x');\n  var hasY = offsets.hasOwnProperty('y');\n  var sideX = left;\n  var sideY = top;\n  var win = window;\n\n  if (adaptive) {\n    var offsetParent = getOffsetParent(popper);\n    var heightProp = 'clientHeight';\n    var widthProp = 'clientWidth';\n\n    if (offsetParent === getWindow(popper)) {\n      offsetParent = getDocumentElement(popper);\n\n      if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n        heightProp = 'scrollHeight';\n        widthProp = 'scrollWidth';\n      }\n    } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n    offsetParent = offsetParent;\n\n    if (placement === top || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }, getWindow(popper)) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$assign;\n\n    return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n  }\n\n  return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.options;\n  var _options$gpuAccelerat = options.gpuAcceleration,\n      gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n      _options$adaptive = options.adaptive,\n      adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n      _options$roundOffsets = options.roundOffsets,\n      roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$scroll = options.scroll,\n      scroll = _options$scroll === void 0 ? true : _options$scroll,\n      _options$resize = options.resize,\n      resize = _options$resize === void 0 ? true : _options$resize;\n  var window = getWindow(state.elements.popper);\n  var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n  if (scroll) {\n    scrollParents.forEach(function (scrollParent) {\n      scrollParent.addEventListener('scroll', instance.update, passive);\n    });\n  }\n\n  if (resize) {\n    window.addEventListener('resize', instance.update, passive);\n  }\n\n  return function () {\n    if (scroll) {\n      scrollParents.forEach(function (scrollParent) {\n        scrollParent.removeEventListener('scroll', instance.update, passive);\n      });\n    }\n\n    if (resize) {\n      window.removeEventListener('resize', instance.update, passive);\n    }\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'eventListeners',\n  enabled: true,\n  phase: 'write',\n  fn: function fn() {},\n  effect: effect,\n  data: {}\n};","var hash = {\n  left: 'right',\n  right: 'left',\n  bottom: 'top',\n  top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n  return placement.replace(/left|right|bottom|top/g, function (matched) {\n    return hash[matched];\n  });\n}","var hash = {\n  start: 'end',\n  end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n  return placement.replace(/start|end/g, function (matched) {\n    return hash[matched];\n  });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n  var win = getWindow(node);\n  var scrollLeft = win.pageXOffset;\n  var scrollTop = win.pageYOffset;\n  return {\n    scrollLeft: scrollLeft,\n    scrollTop: scrollTop\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n  // If <html> has a CSS width greater than the viewport, then this will be\n  // incorrect for RTL.\n  // Popper 1 is broken in this case and never had a bug report so let's assume\n  // it's not an issue. I don't think anyone ever specifies width on <html>\n  // anyway.\n  // Browsers where the left scrollbar doesn't cause an issue report `0` for\n  // this (e.g. Edge 2019, IE11, Safari)\n  return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n  // Firefox wants us to check `-x` and `-y` variations as well\n  var _getComputedStyle = getComputedStyle(element),\n      overflow = _getComputedStyle.overflow,\n      overflowX = _getComputedStyle.overflowX,\n      overflowY = _getComputedStyle.overflowY;\n\n  return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n  if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$ownerDocumen;\n\n  if (list === void 0) {\n    list = [];\n  }\n\n  var scrollParent = getScrollParent(element);\n  var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n  var win = getWindow(scrollParent);\n  var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n  var updatedList = list.concat(target);\n  return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n  updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n  return Object.assign({}, rect, {\n    left: rect.x,\n    top: rect.y,\n    right: rect.x + rect.width,\n    bottom: rect.y + rect.height\n  });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n  rect.top = rect.top + element.clientTop;\n  rect.left = rect.left + element.clientLeft;\n  rect.bottom = rect.top + element.clientHeight;\n  rect.right = rect.left + element.clientWidth;\n  rect.width = element.clientWidth;\n  rect.height = element.clientHeight;\n  rect.x = rect.left;\n  rect.y = rect.top;\n  return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n  var clippingParents = listScrollParents(getParentNode(element));\n  var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n  var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n  if (!isElement(clipperElement)) {\n    return [];\n  } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n  return clippingParents.filter(function (clippingParent) {\n    return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n  });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n  var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n  var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n  var firstClippingParent = clippingParents[0];\n  var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n    var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n    accRect.top = max(rect.top, accRect.top);\n    accRect.right = min(rect.right, accRect.right);\n    accRect.bottom = min(rect.bottom, accRect.bottom);\n    accRect.left = max(rect.left, accRect.left);\n    return accRect;\n  }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n  clippingRect.width = clippingRect.right - clippingRect.left;\n  clippingRect.height = clippingRect.bottom - clippingRect.top;\n  clippingRect.x = clippingRect.left;\n  clippingRect.y = clippingRect.top;\n  return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n  var win = getWindow(element);\n  var html = getDocumentElement(element);\n  var visualViewport = win.visualViewport;\n  var width = html.clientWidth;\n  var height = html.clientHeight;\n  var x = 0;\n  var y = 0;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n      x = visualViewport.offsetLeft;\n      y = visualViewport.offsetTop;\n    }\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x + getWindowScrollBarX(element),\n    y: y\n  };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `<html>` and `<body>` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n  var _element$ownerDocumen;\n\n  var html = getDocumentElement(element);\n  var winScroll = getWindowScroll(element);\n  var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n  var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n  var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n  var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n  var y = -winScroll.scrollTop;\n\n  if (getComputedStyle(body || html).direction === 'rtl') {\n    x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x,\n    y: y\n  };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n  var reference = _ref.reference,\n      element = _ref.element,\n      placement = _ref.placement;\n  var basePlacement = placement ? getBasePlacement(placement) : null;\n  var variation = placement ? getVariation(placement) : null;\n  var commonX = reference.x + reference.width / 2 - element.width / 2;\n  var commonY = reference.y + reference.height / 2 - element.height / 2;\n  var offsets;\n\n  switch (basePlacement) {\n    case top:\n      offsets = {\n        x: commonX,\n        y: reference.y - element.height\n      };\n      break;\n\n    case bottom:\n      offsets = {\n        x: commonX,\n        y: reference.y + reference.height\n      };\n      break;\n\n    case right:\n      offsets = {\n        x: reference.x + reference.width,\n        y: commonY\n      };\n      break;\n\n    case left:\n      offsets = {\n        x: reference.x - element.width,\n        y: commonY\n      };\n      break;\n\n    default:\n      offsets = {\n        x: reference.x,\n        y: reference.y\n      };\n  }\n\n  var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n  if (mainAxis != null) {\n    var len = mainAxis === 'y' ? 'height' : 'width';\n\n    switch (variation) {\n      case start:\n        offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n        break;\n\n      case end:\n        offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n        break;\n\n      default:\n    }\n  }\n\n  return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      _options$placement = _options.placement,\n      placement = _options$placement === void 0 ? state.placement : _options$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n      _options$boundary = _options.boundary,\n      boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n      _options$rootBoundary = _options.rootBoundary,\n      rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n      _options$elementConte = _options.elementContext,\n      elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n      _options$altBoundary = _options.altBoundary,\n      altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n      _options$padding = _options.padding,\n      padding = _options$padding === void 0 ? 0 : _options$padding;\n  var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n  var altContext = elementContext === popper ? reference : popper;\n  var popperRect = state.rects.popper;\n  var element = state.elements[altBoundary ? altContext : elementContext];\n  var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\n  var popperOffsets = computeOffsets({\n    reference: referenceClientRect,\n    element: popperRect,\n    strategy: 'absolute',\n    placement: placement\n  });\n  var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n  var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n  // 0 or negative = within the clipping rect\n\n  var overflowOffsets = {\n    top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n    bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n    left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n    right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n  };\n  var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n  if (elementContext === popper && offsetData) {\n    var offset = offsetData[placement];\n    Object.keys(overflowOffsets).forEach(function (key) {\n      var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n      var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n      overflowOffsets[key] += offset[axis] * multiply;\n    });\n  }\n\n  return overflowOffsets;\n}","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      placement = _options.placement,\n      boundary = _options.boundary,\n      rootBoundary = _options.rootBoundary,\n      padding = _options.padding,\n      flipVariations = _options.flipVariations,\n      _options$allowedAutoP = _options.allowedAutoPlacements,\n      allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n  var variation = getVariation(placement);\n  var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n    return getVariation(placement) === variation;\n  }) : basePlacements;\n  var allowedPlacements = placements.filter(function (placement) {\n    return allowedAutoPlacements.indexOf(placement) >= 0;\n  });\n\n  if (allowedPlacements.length === 0) {\n    allowedPlacements = placements;\n  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n      specifiedFallbackPlacements = options.fallbackPlacements,\n      padding = options.padding,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      _options$flipVariatio = options.flipVariations,\n      flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n      allowedAutoPlacements = options.allowedAutoPlacements;\n  var preferredPlacement = state.options.placement;\n  var basePlacement = getBasePlacement(preferredPlacement);\n  var isBasePlacement = basePlacement === preferredPlacement;\n  var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n  var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n    return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding,\n      flipVariations: flipVariations,\n      allowedAutoPlacements: allowedAutoPlacements\n    }) : placement);\n  }, []);\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var checksMap = new Map();\n  var makeFallbackChecks = true;\n  var firstFittingPlacement = placements[0];\n\n  for (var i = 0; i < placements.length; i++) {\n    var placement = placements[i];\n\n    var _basePlacement = getBasePlacement(placement);\n\n    var isStartVariation = getVariation(placement) === start;\n    var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n    var len = isVertical ? 'width' : 'height';\n    var overflow = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      altBoundary: altBoundary,\n      padding: padding\n    });\n    var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n    if (referenceRect[len] > popperRect[len]) {\n      mainVariationSide = getOppositePlacement(mainVariationSide);\n    }\n\n    var altVariationSide = getOppositePlacement(mainVariationSide);\n    var checks = [];\n\n    if (checkMainAxis) {\n      checks.push(overflow[_basePlacement] <= 0);\n    }\n\n    if (checkAltAxis) {\n      checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n    }\n\n    if (checks.every(function (check) {\n      return check;\n    })) {\n      firstFittingPlacement = placement;\n      makeFallbackChecks = false;\n      break;\n    }\n\n    checksMap.set(placement, checks);\n  }\n\n  if (makeFallbackChecks) {\n    // `2` may be desired in some cases – research later\n    var numberOfChecks = flipVariations ? 3 : 1;\n\n    var _loop = function _loop(_i) {\n      var fittingPlacement = placements.find(function (placement) {\n        var checks = checksMap.get(placement);\n\n        if (checks) {\n          return checks.slice(0, _i).every(function (check) {\n            return check;\n          });\n        }\n      });\n\n      if (fittingPlacement) {\n        firstFittingPlacement = fittingPlacement;\n        return \"break\";\n      }\n    };\n\n    for (var _i = numberOfChecks; _i > 0; _i--) {\n      var _ret = _loop(_i);\n\n      if (_ret === \"break\") break;\n    }\n  }\n\n  if (state.placement !== firstFittingPlacement) {\n    state.modifiersData[name]._skip = true;\n    state.placement = firstFittingPlacement;\n    state.reset = true;\n  }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'flip',\n  enabled: true,\n  phase: 'main',\n  fn: flip,\n  requiresIfExists: ['offset'],\n  data: {\n    _skip: false\n  }\n};","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n  if (preventedOffsets === void 0) {\n    preventedOffsets = {\n      x: 0,\n      y: 0\n    };\n  }\n\n  return {\n    top: overflow.top - rect.height - preventedOffsets.y,\n    right: overflow.right - rect.width + preventedOffsets.x,\n    bottom: overflow.bottom - rect.height + preventedOffsets.y,\n    left: overflow.left - rect.width - preventedOffsets.x\n  };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n  return [top, right, bottom, left].some(function (side) {\n    return overflow[side] >= 0;\n  });\n}\n\nfunction hide(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var preventedOffsets = state.modifiersData.preventOverflow;\n  var referenceOverflow = detectOverflow(state, {\n    elementContext: 'reference'\n  });\n  var popperAltOverflow = detectOverflow(state, {\n    altBoundary: true\n  });\n  var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n  var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n  var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n  var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n  state.modifiersData[name] = {\n    referenceClippingOffsets: referenceClippingOffsets,\n    popperEscapeOffsets: popperEscapeOffsets,\n    isReferenceHidden: isReferenceHidden,\n    hasPopperEscaped: hasPopperEscaped\n  };\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-reference-hidden': isReferenceHidden,\n    'data-popper-escaped': hasPopperEscaped\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'hide',\n  enabled: true,\n  phase: 'main',\n  requiresIfExists: ['preventOverflow'],\n  fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n  var basePlacement = getBasePlacement(placement);\n  var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n  var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n    placement: placement\n  })) : offset,\n      skidding = _ref[0],\n      distance = _ref[1];\n\n  skidding = skidding || 0;\n  distance = (distance || 0) * invertDistance;\n  return [left, right].indexOf(basePlacement) >= 0 ? {\n    x: distance,\n    y: skidding\n  } : {\n    x: skidding,\n    y: distance\n  };\n}\n\nfunction offset(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options,\n      name = _ref2.name;\n  var _options$offset = options.offset,\n      offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n  var data = placements.reduce(function (acc, placement) {\n    acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n    return acc;\n  }, {});\n  var _data$state$placement = data[state.placement],\n      x = _data$state$placement.x,\n      y = _data$state$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      padding = options.padding,\n      _options$tether = options.tether,\n      tether = _options$tether === void 0 ? true : _options$tether,\n      _options$tetherOffset = options.tetherOffset,\n      tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\n    var mainSide = mainAxis === 'y' ? top : left;\n    var altSide = mainAxis === 'y' ? bottom : right;\n    var len = mainAxis === 'y' ? 'height' : 'width';\n    var offset = popperOffsets[mainAxis];\n    var min = offset + overflow[mainSide];\n    var max = offset - overflow[altSide];\n    var additive = tether ? -popperRect[len] / 2 : 0;\n    var minLen = variation === start ? referenceRect[len] : popperRect[len];\n    var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n    // outside the reference bounds\n\n    var arrowElement = state.elements.arrow;\n    var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n      width: 0,\n      height: 0\n    };\n    var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n    var arrowPaddingMin = arrowPaddingObject[mainSide];\n    var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n    // to include its full size in the calculation. If the reference is small\n    // and near the edge of a boundary, the popper can overflow even if the\n    // reference is not overflowing as well (e.g. virtual elements with no\n    // width or height)\n\n    var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n    var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n    var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n    var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n    var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\n    var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n    popperOffsets[mainAxis] = preventedOffset;\n    data[mainAxis] = preventedOffset - offset;\n  }\n\n  if (checkAltAxis) {\n    var _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'preventOverflow',\n  enabled: true,\n  phase: 'main',\n  fn: preventOverflow,\n  requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n  return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(rect.height) / element.offsetHeight || 1;\n  return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n  if (isFixed === void 0) {\n    isFixed = false;\n  }\n\n  var isOffsetParentAnElement = isHTMLElement(offsetParent);\n  var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n  var documentElement = getDocumentElement(offsetParent);\n  var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n  var scroll = {\n    scrollLeft: 0,\n    scrollTop: 0\n  };\n  var offsets = {\n    x: 0,\n    y: 0\n  };\n\n  if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n    if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n    isScrollParent(documentElement)) {\n      scroll = getNodeScroll(offsetParent);\n    }\n\n    if (isHTMLElement(offsetParent)) {\n      offsets = getBoundingClientRect(offsetParent, true);\n      offsets.x += offsetParent.clientLeft;\n      offsets.y += offsetParent.clientTop;\n    } else if (documentElement) {\n      offsets.x = getWindowScrollBarX(documentElement);\n    }\n  }\n\n  return {\n    x: rect.left + scroll.scrollLeft - offsets.x,\n    y: rect.top + scroll.scrollTop - offsets.y,\n    width: rect.width,\n    height: rect.height\n  };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n  if (node === getWindow(node) || !isHTMLElement(node)) {\n    return getWindowScroll(node);\n  } else {\n    return getHTMLElementScroll(node);\n  }\n}","export default function getHTMLElementScroll(element) {\n  return {\n    scrollLeft: element.scrollLeft,\n    scrollTop: element.scrollTop\n  };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n  var map = new Map();\n  var visited = new Set();\n  var result = [];\n  modifiers.forEach(function (modifier) {\n    map.set(modifier.name, modifier);\n  }); // On visiting object, check for its dependencies and visit them recursively\n\n  function sort(modifier) {\n    visited.add(modifier.name);\n    var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n    requires.forEach(function (dep) {\n      if (!visited.has(dep)) {\n        var depModifier = map.get(dep);\n\n        if (depModifier) {\n          sort(depModifier);\n        }\n      }\n    });\n    result.push(modifier);\n  }\n\n  modifiers.forEach(function (modifier) {\n    if (!visited.has(modifier.name)) {\n      // check for visited object\n      sort(modifier);\n    }\n  });\n  return result;\n}\n\nexport default function orderModifiers(modifiers) {\n  // order based on dependencies\n  var orderedModifiers = order(modifiers); // order based on phase\n\n  return modifierPhases.reduce(function (acc, phase) {\n    return acc.concat(orderedModifiers.filter(function (modifier) {\n      return modifier.phase === phase;\n    }));\n  }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n  placement: 'bottom',\n  modifiers: [],\n  strategy: 'absolute'\n};\n\nfunction areValidElements() {\n  for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n    args[_key] = arguments[_key];\n  }\n\n  return !args.some(function (element) {\n    return !(element && typeof element.getBoundingClientRect === 'function');\n  });\n}\n\nexport function popperGenerator(generatorOptions) {\n  if (generatorOptions === void 0) {\n    generatorOptions = {};\n  }\n\n  var _generatorOptions = generatorOptions,\n      _generatorOptions$def = _generatorOptions.defaultModifiers,\n      defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n      _generatorOptions$def2 = _generatorOptions.defaultOptions,\n      defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        });\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$elements = state.elements,\n            reference = _state$elements.reference,\n            popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n        // anymore\n\n        if (!areValidElements(reference, popper)) {\n          return;\n        } // Store the reference and popper rects to be read by modifiers\n\n\n        state.rects = {\n          reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n          popper: getLayoutRect(popper)\n        }; // Modifiers have the ability to reset the current update cycle. The\n        // most common use case for this is the `flip` modifier changing the\n        // placement, which then needs to re-run all the modifiers, because the\n        // logic was previously ran for the previous placement and is therefore\n        // stale/incorrect\n\n        state.reset = false;\n        state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n        // is filled with the initial data specified by the modifier. This means\n        // it doesn't persist and is fresh on each update.\n        // To ensure persistent data, use `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$orderedModifie = state.orderedModifiers[index],\n              fn = _state$orderedModifie.fn,\n              _state$orderedModifie2 = _state$orderedModifie.options,\n              _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n              name = _state$orderedModifie.name;\n\n          if (typeof fn === 'function') {\n            state = fn({\n              state: state,\n              options: _options,\n              name: name,\n              instance: instance\n            }) || state;\n          }\n        }\n      },\n      // Async and optimistically optimized update – it will not be executed if\n      // not necessary (debounced to run at most once-per-tick)\n      update: debounce(function () {\n        return new Promise(function (resolve) {\n          instance.forceUpdate();\n          resolve(state);\n        });\n      }),\n      destroy: function destroy() {\n        cleanupModifierEffects();\n        isDestroyed = true;\n      }\n    };\n\n    if (!areValidElements(reference, popper)) {\n      return instance;\n    }\n\n    instance.setOptions(options).then(function (state) {\n      if (!isDestroyed && options.onFirstUpdate) {\n        options.onFirstUpdate(state);\n      }\n    }); // Modifiers have the ability to execute arbitrary code before the first\n    // update cycle runs. They will be executed in the same order as the update\n    // cycle. This is useful when a modifier adds some persistent data that\n    // other modifiers need to use, but the modifier is run after the dependent\n    // one.\n\n    function runModifierEffects() {\n      state.orderedModifiers.forEach(function (_ref) {\n        var name = _ref.name,\n            _ref$options = _ref.options,\n            options = _ref$options === void 0 ? {} : _ref$options,\n            effect = _ref.effect;\n\n        if (typeof effect === 'function') {\n          var cleanupFn = effect({\n            state: state,\n            name: name,\n            instance: instance,\n            options: options\n          });\n\n          var noopFn = function noopFn() {};\n\n          effectCleanupFns.push(cleanupFn || noopFn);\n        }\n      });\n    }\n\n    function cleanupModifierEffects() {\n      effectCleanupFns.forEach(function (fn) {\n        return fn();\n      });\n      effectCleanupFns = [];\n    }\n\n    return instance;\n  };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n  var pending;\n  return function () {\n    if (!pending) {\n      pending = new Promise(function (resolve) {\n        Promise.resolve().then(function () {\n          pending = undefined;\n          resolve(fn());\n        });\n      });\n    }\n\n    return pending;\n  };\n}","export default function mergeByName(modifiers) {\n  var merged = modifiers.reduce(function (merged, current) {\n    var existing = merged[current.name];\n    merged[current.name] = existing ? Object.assign({}, existing, current, {\n      options: Object.assign({}, existing.options, current.options),\n      data: Object.assign({}, existing.data, current.data)\n    }) : current;\n    return merged;\n  }, {}); // IE11 does not support Object.values\n\n  return Object.keys(merged).map(function (key) {\n    return merged[key];\n  });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport {\n  defineJQueryPlugin,\n  execute,\n  getElement,\n  getNextActiveElement,\n  isDisabled,\n  isElement,\n  isRTL,\n  isVisible,\n  noop\n} from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'dropdown'\nconst DATA_KEY = 'bs.dropdown'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst ESCAPE_KEY = 'Escape'\nconst TAB_KEY = 'Tab'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst RIGHT_MOUSE_BUTTON = 2 // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_DROPUP = 'dropup'\nconst CLASS_NAME_DROPEND = 'dropend'\nconst CLASS_NAME_DROPSTART = 'dropstart'\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center'\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center'\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)'\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE}.${CLASS_NAME_SHOW}`\nconst SELECTOR_MENU = '.dropdown-menu'\nconst SELECTOR_NAVBAR = '.navbar'\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav'\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)'\n\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start'\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end'\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start'\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end'\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start'\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start'\nconst PLACEMENT_TOPCENTER = 'top'\nconst PLACEMENT_BOTTOMCENTER = 'bottom'\n\nconst Default = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n}\n\nconst DefaultType = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n}\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._popper = null\n    this._parent = this._element.parentNode // dropdown wrapper\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.prev(this._element, SELECTOR_MENU)[0] ||\n      SelectorEngine.findOne(SELECTOR_MENU, this._parent)\n    this._inNavbar = this._detectNavbar()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle() {\n    return this._isShown() ? this.hide() : this.show()\n  }\n\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, relatedTarget)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._createPopper()\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    this._element.focus()\n    this._element.setAttribute('aria-expanded', true)\n\n    this._menu.classList.add(CLASS_NAME_SHOW)\n    this._element.classList.add(CLASS_NAME_SHOW)\n    EventHandler.trigger(this._element, EVENT_SHOWN, relatedTarget)\n  }\n\n  hide() {\n    if (isDisabled(this._element) || !this._isShown()) {\n      return\n    }\n\n    const relatedTarget = {\n      relatedTarget: this._element\n    }\n\n    this._completeHide(relatedTarget)\n  }\n\n  dispose() {\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    super.dispose()\n  }\n\n  update() {\n    this._inNavbar = this._detectNavbar()\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Private\n  _completeHide(relatedTarget) {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE, relatedTarget)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    if (this._popper) {\n      this._popper.destroy()\n    }\n\n    this._menu.classList.remove(CLASS_NAME_SHOW)\n    this._element.classList.remove(CLASS_NAME_SHOW)\n    this._element.setAttribute('aria-expanded', 'false')\n    Manipulator.removeDataAttribute(this._menu, 'popper')\n    EventHandler.trigger(this._element, EVENT_HIDDEN, relatedTarget)\n  }\n\n  _getConfig(config) {\n    config = super._getConfig(config)\n\n    if (typeof config.reference === 'object' && !isElement(config.reference) &&\n      typeof config.reference.getBoundingClientRect !== 'function'\n    ) {\n      // Popper virtual elements require a getBoundingClientRect method\n      throw new TypeError(`${NAME.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`)\n    }\n\n    return config\n  }\n\n  _createPopper() {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)')\n    }\n\n    let referenceElement = this._element\n\n    if (this._config.reference === 'parent') {\n      referenceElement = this._parent\n    } else if (isElement(this._config.reference)) {\n      referenceElement = getElement(this._config.reference)\n    } else if (typeof this._config.reference === 'object') {\n      referenceElement = this._config.reference\n    }\n\n    const popperConfig = this._getPopperConfig()\n    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig)\n  }\n\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _getPlacement() {\n    const parentDropdown = this._parent\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n      return PLACEMENT_RIGHT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n      return PLACEMENT_LEFT\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER\n    }\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER\n    }\n\n    // We need to trim the value because custom properties can also include spaces\n    const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end'\n\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n      return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP\n    }\n\n    return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM\n  }\n\n  _detectNavbar() {\n    return this._element.closest(SELECTOR_NAVBAR) !== null\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _getPopperConfig() {\n    const defaultBsPopperConfig = {\n      placement: this._getPlacement(),\n      modifiers: [{\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      },\n      {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }]\n    }\n\n    // Disable Popper if we have a static display or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static') // TODO: v6 remove\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    }\n  }\n\n  _selectMenuItem({ key, target }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element))\n\n    if (!items.length) {\n      return\n    }\n\n    // if target isn't included in items (e.g. when expanding the dropdown)\n    // allow cycling to get the last item in case key equals ARROW_UP_KEY\n    getNextActiveElement(items, target, key === ARROW_DOWN_KEY, !items.includes(target)).focus()\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Dropdown.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n\n  static clearMenus(event) {\n    if (event.button === RIGHT_MOUSE_BUTTON || (event.type === 'keyup' && event.key !== TAB_KEY)) {\n      return\n    }\n\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN)\n\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle)\n      if (!context || context._config.autoClose === false) {\n        continue\n      }\n\n      const composedPath = event.composedPath()\n      const isMenuTarget = composedPath.includes(context._menu)\n      if (\n        composedPath.includes(context._element) ||\n        (context._config.autoClose === 'inside' && !isMenuTarget) ||\n        (context._config.autoClose === 'outside' && isMenuTarget)\n      ) {\n        continue\n      }\n\n      // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n      if (context._menu.contains(event.target) && ((event.type === 'keyup' && event.key === TAB_KEY) || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n        continue\n      }\n\n      const relatedTarget = { relatedTarget: context._element }\n\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event\n      }\n\n      context._completeHide(relatedTarget)\n    }\n  }\n\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName)\n    const isEscapeEvent = event.key === ESCAPE_KEY\n    const isUpOrDownEvent = [ARROW_UP_KEY, ARROW_DOWN_KEY].includes(event.key)\n\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return\n    }\n\n    if (isInput && !isEscapeEvent) {\n      return\n    }\n\n    event.preventDefault()\n\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE) ?\n      this :\n      (SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.next(this, SELECTOR_DATA_TOGGLE)[0] ||\n        SelectorEngine.findOne(SELECTOR_DATA_TOGGLE, event.delegateTarget.parentNode))\n\n    const instance = Dropdown.getOrCreateInstance(getToggleButton)\n\n    if (isUpOrDownEvent) {\n      event.stopPropagation()\n      instance.show()\n      instance._selectMenuItem(event)\n      return\n    }\n\n    if (instance._isShown()) { // else is escape and we check if it is shown\n      event.stopPropagation()\n      instance.hide()\n      getToggleButton.focus()\n    }\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler)\nEventHandler.on(document, EVENT_CLICK_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus)\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  event.preventDefault()\n  Dropdown.getOrCreateInstance(this).toggle()\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown)\n\nexport default Dropdown\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport Config from './config.js'\nimport { execute, executeAfterTransition, getElement, reflow } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'backdrop'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME}`\n\nconst Default = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true, // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n}\n\nconst DefaultType = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n}\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isAppended = false\n    this._element = null\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._append()\n\n    const element = this._getElement()\n    if (this._config.isAnimated) {\n      reflow(element)\n    }\n\n    element.classList.add(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      execute(callback)\n    })\n  }\n\n  hide(callback) {\n    if (!this._config.isVisible) {\n      execute(callback)\n      return\n    }\n\n    this._getElement().classList.remove(CLASS_NAME_SHOW)\n\n    this._emulateAnimation(() => {\n      this.dispose()\n      execute(callback)\n    })\n  }\n\n  dispose() {\n    if (!this._isAppended) {\n      return\n    }\n\n    EventHandler.off(this._element, EVENT_MOUSEDOWN)\n\n    this._element.remove()\n    this._isAppended = false\n  }\n\n  // Private\n  _getElement() {\n    if (!this._element) {\n      const backdrop = document.createElement('div')\n      backdrop.className = this._config.className\n      if (this._config.isAnimated) {\n        backdrop.classList.add(CLASS_NAME_FADE)\n      }\n\n      this._element = backdrop\n    }\n\n    return this._element\n  }\n\n  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement)\n    return config\n  }\n\n  _append() {\n    if (this._isAppended) {\n      return\n    }\n\n    const element = this._getElement()\n    this._config.rootElement.append(element)\n\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback)\n    })\n\n    this._isAppended = true\n  }\n\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated)\n  }\n}\n\nexport default Backdrop\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport EventHandler from '../dom/event-handler.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport Config from './config.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'focustrap'\nconst DATA_KEY = 'bs.focustrap'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY}`\n\nconst TAB_KEY = 'Tab'\nconst TAB_NAV_FORWARD = 'forward'\nconst TAB_NAV_BACKWARD = 'backward'\n\nconst Default = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n}\n\nconst DefaultType = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n}\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n    this._isActive = false\n    this._lastTabNavDirection = null\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  activate() {\n    if (this._isActive) {\n      return\n    }\n\n    if (this._config.autofocus) {\n      this._config.trapElement.focus()\n    }\n\n    EventHandler.off(document, EVENT_KEY) // guard against infinite focus loop\n    EventHandler.on(document, EVENT_FOCUSIN, event => this._handleFocusin(event))\n    EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event))\n\n    this._isActive = true\n  }\n\n  deactivate() {\n    if (!this._isActive) {\n      return\n    }\n\n    this._isActive = false\n    EventHandler.off(document, EVENT_KEY)\n  }\n\n  // Private\n  _handleFocusin(event) {\n    const { trapElement } = this._config\n\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n      return\n    }\n\n    const elements = SelectorEngine.focusableChildren(trapElement)\n\n    if (elements.length === 0) {\n      trapElement.focus()\n    } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n      elements[elements.length - 1].focus()\n    } else {\n      elements[0].focus()\n    }\n  }\n\n  _handleKeydown(event) {\n    if (event.key !== TAB_KEY) {\n      return\n    }\n\n    this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD\n  }\n}\n\nexport default FocusTrap\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Manipulator from '../dom/manipulator.js'\nimport SelectorEngine from '../dom/selector-engine.js'\nimport { isElement } from './index.js'\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top'\nconst SELECTOR_STICKY_CONTENT = '.sticky-top'\nconst PROPERTY_PADDING = 'padding-right'\nconst PROPERTY_MARGIN = 'margin-right'\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body\n  }\n\n  // Public\n  getWidth() {\n    // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n    const documentWidth = document.documentElement.clientWidth\n    return Math.abs(window.innerWidth - documentWidth)\n  }\n\n  hide() {\n    const width = this.getWidth()\n    this._disableOverFlow()\n    // give padding to element to balance the hidden scrollbar width\n    this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n    this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width)\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width)\n  }\n\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow')\n    this._resetElementAttributes(this._element, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING)\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN)\n  }\n\n  isOverflowing() {\n    return this.getWidth() > 0\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow')\n    this._element.style.overflow = 'hidden'\n  }\n\n  _setElementAttributes(selector, styleProperty, callback) {\n    const scrollbarWidth = this.getWidth()\n    const manipulationCallBack = element => {\n      if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n        return\n      }\n\n      this._saveInitialAttribute(element, styleProperty)\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty)\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty)\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue)\n    }\n  }\n\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty)\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty)\n        return\n      }\n\n      Manipulator.removeDataAttribute(element, styleProperty)\n      element.style.setProperty(styleProperty, value)\n    }\n\n    this._applyManipulationCallback(selector, manipulationCallBack)\n  }\n\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector)\n      return\n    }\n\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel)\n    }\n  }\n}\n\nexport default ScrollBarHelper\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport Backdrop from './util/backdrop.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport FocusTrap from './util/focustrap.js'\nimport { defineJQueryPlugin, isRTL, isVisible, reflow } from './util/index.js'\nimport ScrollBarHelper from './util/scrollbar.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'modal'\nconst DATA_KEY = 'bs.modal'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst ESCAPE_KEY = 'Escape'\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY}`\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_OPEN = 'modal-open'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_STATIC = 'modal-static'\n\nconst OPEN_SELECTOR = '.modal.show'\nconst SELECTOR_DIALOG = '.modal-dialog'\nconst SELECTOR_MODAL_BODY = '.modal-body'\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"modal\"]'\n\nconst Default = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element)\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._isShown = false\n    this._isTransitioning = false\n    this._scrollBar = new ScrollBarHelper()\n\n    this._addEventListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, {\n      relatedTarget\n    })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._isTransitioning = true\n\n    this._scrollBar.hide()\n\n    document.body.classList.add(CLASS_NAME_OPEN)\n\n    this._adjustDialog()\n\n    this._backdrop.show(() => this._showElement(relatedTarget))\n  }\n\n  hide() {\n    if (!this._isShown || this._isTransitioning) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = false\n    this._isTransitioning = true\n    this._focustrap.deactivate()\n\n    this._element.classList.remove(CLASS_NAME_SHOW)\n\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated())\n  }\n\n  dispose() {\n    EventHandler.off(window, EVENT_KEY)\n    EventHandler.off(this._dialog, EVENT_KEY)\n\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n\n    super.dispose()\n  }\n\n  handleUpdate() {\n    this._adjustDialog()\n  }\n\n  // Private\n  _initializeBackDrop() {\n    return new Backdrop({\n      isVisible: Boolean(this._config.backdrop), // 'static' option will be translated to true, and booleans will keep their value,\n      isAnimated: this._isAnimated()\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\n      document.body.append(this._element)\n    }\n\n    this._element.style.display = 'block'\n    this._element.removeAttribute('aria-hidden')\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.scrollTop = 0\n\n    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog)\n    if (modalBody) {\n      modalBody.scrollTop = 0\n    }\n\n    reflow(this._element)\n\n    this._element.classList.add(CLASS_NAME_SHOW)\n\n    const transitionComplete = () => {\n      if (this._config.focus) {\n        this._focustrap.activate()\n      }\n\n      this._isTransitioning = false\n      EventHandler.trigger(this._element, EVENT_SHOWN, {\n        relatedTarget\n      })\n    }\n\n    this._queueCallback(transitionComplete, this._dialog, this._isAnimated())\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        this.hide()\n        return\n      }\n\n      this._triggerBackdropTransition()\n    })\n\n    EventHandler.on(window, EVENT_RESIZE, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog()\n      }\n    })\n\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return\n        }\n\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition()\n          return\n        }\n\n        if (this._config.backdrop) {\n          this.hide()\n        }\n      })\n    })\n  }\n\n  _hideModal() {\n    this._element.style.display = 'none'\n    this._element.setAttribute('aria-hidden', true)\n    this._element.removeAttribute('aria-modal')\n    this._element.removeAttribute('role')\n    this._isTransitioning = false\n\n    this._backdrop.hide(() => {\n      document.body.classList.remove(CLASS_NAME_OPEN)\n      this._resetAdjustments()\n      this._scrollBar.reset()\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    })\n  }\n\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_FADE)\n  }\n\n  _triggerBackdropTransition() {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const initialOverflowY = this._element.style.overflowY\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return\n    }\n\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden'\n    }\n\n    this._element.classList.add(CLASS_NAME_STATIC)\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC)\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY\n      }, this._dialog)\n    }, this._dialog)\n\n    this._element.focus()\n  }\n\n  /**\n   * The following methods are used to handle overflowing modals\n   */\n\n  _adjustDialog() {\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight\n    const scrollbarWidth = this._scrollBar.getWidth()\n    const isBodyOverflowing = scrollbarWidth > 0\n\n    if (isBodyOverflowing && !isModalOverflowing) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft'\n      this._element.style[property] = `${scrollbarWidth}px`\n    }\n  }\n\n  _resetAdjustments() {\n    this._element.style.paddingLeft = ''\n    this._element.style.paddingRight = ''\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](relatedTarget)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  EventHandler.one(target, EVENT_SHOW, showEvent => {\n    if (showEvent.defaultPrevented) {\n      // only register focus restorer if modal will actually get shown\n      return\n    }\n\n    EventHandler.one(target, EVENT_HIDDEN, () => {\n      if (isVisible(this)) {\n        this.focus()\n      }\n    })\n  })\n\n  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Modal.getOrCreateInstance(target)\n\n  data.toggle(this)\n})\n\nenableDismissTrigger(Modal)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal)\n\nexport default Modal\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport Backdrop from './util/backdrop.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport FocusTrap from './util/focustrap.js'\nimport {\n  defineJQueryPlugin,\n  isDisabled,\n  isVisible\n} from './util/index.js'\nimport ScrollBarHelper from './util/scrollbar.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'offcanvas'\nconst DATA_KEY = 'bs.offcanvas'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\nconst ESCAPE_KEY = 'Escape'\n\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\nconst CLASS_NAME_HIDING = 'hiding'\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop'\nconst OPEN_SELECTOR = '.offcanvas.show'\n\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_RESIZE = `resize${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}${DATA_API_KEY}`\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY}`\n\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"offcanvas\"]'\n\nconst Default = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n}\n\nconst DefaultType = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n}\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._isShown = false\n    this._backdrop = this._initializeBackDrop()\n    this._focustrap = this._initializeFocusTrap()\n    this._addEventListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget)\n  }\n\n  show(relatedTarget) {\n    if (this._isShown) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW, { relatedTarget })\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._isShown = true\n    this._backdrop.show()\n\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide()\n    }\n\n    this._element.setAttribute('aria-modal', true)\n    this._element.setAttribute('role', 'dialog')\n    this._element.classList.add(CLASS_NAME_SHOWING)\n\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate()\n      }\n\n      this._element.classList.add(CLASS_NAME_SHOW)\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN, { relatedTarget })\n    }\n\n    this._queueCallback(completeCallBack, this._element, true)\n  }\n\n  hide() {\n    if (!this._isShown) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    this._focustrap.deactivate()\n    this._element.blur()\n    this._isShown = false\n    this._element.classList.add(CLASS_NAME_HIDING)\n    this._backdrop.hide()\n\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW, CLASS_NAME_HIDING)\n      this._element.removeAttribute('aria-modal')\n      this._element.removeAttribute('role')\n\n      if (!this._config.scroll) {\n        new ScrollBarHelper().reset()\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._queueCallback(completeCallback, this._element, true)\n  }\n\n  dispose() {\n    this._backdrop.dispose()\n    this._focustrap.deactivate()\n    super.dispose()\n  }\n\n  // Private\n  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n        return\n      }\n\n      this.hide()\n    }\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop)\n\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\n    })\n  }\n\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    })\n  }\n\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return\n      }\n\n      if (this._config.keyboard) {\n        this.hide()\n        return\n      }\n\n      EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED)\n    })\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Offcanvas.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config](this)\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this)\n\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  EventHandler.one(target, EVENT_HIDDEN, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus()\n    }\n  })\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR)\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide()\n  }\n\n  const data = Offcanvas.getOrCreateInstance(target)\n  data.toggle(this)\n})\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show()\n  }\n})\n\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide()\n    }\n  }\n})\n\nenableDismissTrigger(Offcanvas)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas)\n\nexport default Offcanvas\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i\n\nexport const DefaultAllowlist = {\n  // Global attributes allowed on any supplied element below.\n  '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n  a: ['target', 'href', 'title', 'rel'],\n  area: [],\n  b: [],\n  br: [],\n  col: [],\n  code: [],\n  div: [],\n  em: [],\n  hr: [],\n  h1: [],\n  h2: [],\n  h3: [],\n  h4: [],\n  h5: [],\n  h6: [],\n  i: [],\n  img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n  li: [],\n  ol: [],\n  p: [],\n  pre: [],\n  s: [],\n  small: [],\n  span: [],\n  sub: [],\n  sup: [],\n  strong: [],\n  u: [],\n  ul: []\n}\n// js-docs-end allow-list\n\nconst uriAttributes = new Set([\n  'background',\n  'cite',\n  'href',\n  'itemtype',\n  'longdesc',\n  'poster',\n  'src',\n  'xlink:href'\n])\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase()\n\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue))\n    }\n\n    return true\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp)\n    .some(regex => regex.test(attributeName))\n}\n\nexport function sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml\n  }\n\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml)\n  }\n\n  const domParser = new window.DOMParser()\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html')\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'))\n\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase()\n\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove()\n      continue\n    }\n\n    const attributeList = [].concat(...element.attributes)\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || [])\n\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName)\n      }\n    }\n  }\n\n  return createdDocument.body.innerHTML\n}\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport SelectorEngine from '../dom/selector-engine.js'\nimport Config from './config.js'\nimport { DefaultAllowlist, sanitizeHtml } from './sanitizer.js'\nimport { execute, getElement, isElement } from './index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'TemplateFactory'\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  content: {}, // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n}\n\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n}\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super()\n    this._config = this._getConfig(config)\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  getContent() {\n    return Object.values(this._config.content)\n      .map(config => this._resolvePossibleFunction(config))\n      .filter(Boolean)\n  }\n\n  hasContent() {\n    return this.getContent().length > 0\n  }\n\n  changeContent(content) {\n    this._checkContent(content)\n    this._config.content = { ...this._config.content, ...content }\n    return this\n  }\n\n  toHtml() {\n    const templateWrapper = document.createElement('div')\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template)\n\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector)\n    }\n\n    const template = templateWrapper.children[0]\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass)\n\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '))\n    }\n\n    return template\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config)\n    this._checkContent(config.content)\n  }\n\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({ selector, entry: content }, DefaultContentType)\n    }\n  }\n\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template)\n\n    if (!templateElement) {\n      return\n    }\n\n    content = this._resolvePossibleFunction(content)\n\n    if (!content) {\n      templateElement.remove()\n      return\n    }\n\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement)\n      return\n    }\n\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content)\n      return\n    }\n\n    templateElement.textContent = content\n  }\n\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg\n  }\n\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this])\n  }\n\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = ''\n      templateElement.append(element)\n      return\n    }\n\n    templateElement.textContent = element.textContent\n  }\n}\n\nexport default TemplateFactory\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport * as Popper from '@popperjs/core'\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport Manipulator from './dom/manipulator.js'\nimport { defineJQueryPlugin, execute, findShadowRoot, getElement, getUID, isRTL, noop } from './util/index.js'\nimport { DefaultAllowlist } from './util/sanitizer.js'\nimport TemplateFactory from './util/template-factory.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'tooltip'\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn'])\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_MODAL = 'modal'\nconst CLASS_NAME_SHOW = 'show'\n\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner'\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`\n\nconst EVENT_MODAL_HIDE = 'hide.bs.modal'\n\nconst TRIGGER_HOVER = 'hover'\nconst TRIGGER_FOCUS = 'focus'\nconst TRIGGER_CLICK = 'click'\nconst TRIGGER_MANUAL = 'manual'\n\nconst EVENT_HIDE = 'hide'\nconst EVENT_HIDDEN = 'hidden'\nconst EVENT_SHOW = 'show'\nconst EVENT_SHOWN = 'shown'\nconst EVENT_INSERTED = 'inserted'\nconst EVENT_CLICK = 'click'\nconst EVENT_FOCUSIN = 'focusin'\nconst EVENT_FOCUSOUT = 'focusout'\nconst EVENT_MOUSEENTER = 'mouseenter'\nconst EVENT_MOUSELEAVE = 'mouseleave'\n\nconst AttachmentMap = {\n  AUTO: 'auto',\n  TOP: 'top',\n  RIGHT: isRTL() ? 'left' : 'right',\n  BOTTOM: 'bottom',\n  LEFT: isRTL() ? 'right' : 'left'\n}\n\nconst Default = {\n  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 6],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' +\n            '<div class=\"tooltip-arrow\"></div>' +\n            '<div class=\"tooltip-inner\"></div>' +\n            '</div>',\n  title: '',\n  trigger: 'hover focus'\n}\n\nconst DefaultType = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n}\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n  constructor(element, config) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)')\n    }\n\n    super(element, config)\n\n    // Private\n    this._isEnabled = true\n    this._timeout = 0\n    this._isHovered = null\n    this._activeTrigger = {}\n    this._popper = null\n    this._templateFactory = null\n    this._newContent = null\n\n    // Protected\n    this.tip = null\n\n    this._setListeners()\n\n    if (!this._config.selector) {\n      this._fixTitle()\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  enable() {\n    this._isEnabled = true\n  }\n\n  disable() {\n    this._isEnabled = false\n  }\n\n  toggleEnabled() {\n    this._isEnabled = !this._isEnabled\n  }\n\n  toggle() {\n    if (!this._isEnabled) {\n      return\n    }\n\n    this._activeTrigger.click = !this._activeTrigger.click\n    if (this._isShown()) {\n      this._leave()\n      return\n    }\n\n    this._enter()\n  }\n\n  dispose() {\n    clearTimeout(this._timeout)\n\n    EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n\n    if (this._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'))\n    }\n\n    this._disposePopper()\n    super.dispose()\n  }\n\n  show() {\n    if (this._element.style.display === 'none') {\n      throw new Error('Please use show on visible elements')\n    }\n\n    if (!(this._isWithContent() && this._isEnabled)) {\n      return\n    }\n\n    const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW))\n    const shadowRoot = findShadowRoot(this._element)\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element)\n\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return\n    }\n\n    // TODO: v6 remove this or make it optional\n    this._disposePopper()\n\n    const tip = this._getTipElement()\n\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'))\n\n    const { container } = this._config\n\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip)\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED))\n    }\n\n    this._popper = this._createPopper(tip)\n\n    tip.classList.add(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop)\n      }\n    }\n\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN))\n\n      if (this._isHovered === false) {\n        this._leave()\n      }\n\n      this._isHovered = false\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  hide() {\n    if (!this._isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE))\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const tip = this._getTipElement()\n    tip.classList.remove(CLASS_NAME_SHOW)\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop)\n      }\n    }\n\n    this._activeTrigger[TRIGGER_CLICK] = false\n    this._activeTrigger[TRIGGER_FOCUS] = false\n    this._activeTrigger[TRIGGER_HOVER] = false\n    this._isHovered = null // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return\n      }\n\n      if (!this._isHovered) {\n        this._disposePopper()\n      }\n\n      this._element.removeAttribute('aria-describedby')\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN))\n    }\n\n    this._queueCallback(complete, this.tip, this._isAnimated())\n  }\n\n  update() {\n    if (this._popper) {\n      this._popper.update()\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle())\n  }\n\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate())\n    }\n\n    return this.tip\n  }\n\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml()\n\n    // TODO: remove this check in v6\n    if (!tip) {\n      return null\n    }\n\n    tip.classList.remove(CLASS_NAME_FADE, CLASS_NAME_SHOW)\n    // TODO: v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`)\n\n    const tipId = getUID(this.constructor.NAME).toString()\n\n    tip.setAttribute('id', tipId)\n\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE)\n    }\n\n    return tip\n  }\n\n  setContent(content) {\n    this._newContent = content\n    if (this._isShown()) {\n      this._disposePopper()\n      this.show()\n    }\n  }\n\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content)\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      })\n    }\n\n    return this._templateFactory\n  }\n\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    }\n  }\n\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title')\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig())\n  }\n\n  _isAnimated() {\n    return this._config.animation || (this.tip && this.tip.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  _createPopper(tip) {\n    const placement = execute(this._config.placement, [this, tip, this._element])\n    const attachment = AttachmentMap[placement.toUpperCase()]\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment))\n  }\n\n  _getOffset() {\n    const { offset } = this._config\n\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10))\n    }\n\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element)\n    }\n\n    return offset\n  }\n\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this._element])\n  }\n\n  _getPopperConfig(attachment) {\n    const defaultBsPopperConfig = {\n      placement: attachment,\n      modifiers: [\n        {\n          name: 'flip',\n          options: {\n            fallbackPlacements: this._config.fallbackPlacements\n          }\n        },\n        {\n          name: 'offset',\n          options: {\n            offset: this._getOffset()\n          }\n        },\n        {\n          name: 'preventOverflow',\n          options: {\n            boundary: this._config.boundary\n          }\n        },\n        {\n          name: 'arrow',\n          options: {\n            element: `.${this.constructor.NAME}-arrow`\n          }\n        },\n        {\n          name: 'preSetPlacement',\n          enabled: true,\n          phase: 'beforeMain',\n          fn: data => {\n            // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n            // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n            this._getTipElement().setAttribute('data-popper-placement', data.state.placement)\n          }\n        }\n      ]\n    }\n\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    }\n  }\n\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ')\n\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context.toggle()\n        })\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSEENTER) :\n          this.constructor.eventName(EVENT_FOCUSIN)\n        const eventOut = trigger === TRIGGER_HOVER ?\n          this.constructor.eventName(EVENT_MOUSELEAVE) :\n          this.constructor.eventName(EVENT_FOCUSOUT)\n\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true\n          context._enter()\n        })\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event)\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] =\n            context._element.contains(event.relatedTarget)\n\n          context._leave()\n        })\n      }\n    }\n\n    this._hideModalHandler = () => {\n      if (this._element) {\n        this.hide()\n      }\n    }\n\n    EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler)\n  }\n\n  _fixTitle() {\n    const title = this._element.getAttribute('title')\n\n    if (!title) {\n      return\n    }\n\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title)\n    }\n\n    this._element.setAttribute('data-bs-original-title', title) // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title')\n  }\n\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true\n      return\n    }\n\n    this._isHovered = true\n\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show()\n      }\n    }, this._config.delay.show)\n  }\n\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return\n    }\n\n    this._isHovered = false\n\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide()\n      }\n    }, this._config.delay.hide)\n  }\n\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout)\n    this._timeout = setTimeout(handler, timeout)\n  }\n\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true)\n  }\n\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element)\n\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute]\n      }\n    }\n\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    }\n    config = this._mergeConfigObj(config)\n    config = this._configAfterMerge(config)\n    this._typeCheckConfig(config)\n    return config\n  }\n\n  _configAfterMerge(config) {\n    config.container = config.container === false ? document.body : getElement(config.container)\n\n    if (typeof config.delay === 'number') {\n      config.delay = {\n        show: config.delay,\n        hide: config.delay\n      }\n    }\n\n    if (typeof config.title === 'number') {\n      config.title = config.title.toString()\n    }\n\n    if (typeof config.content === 'number') {\n      config.content = config.content.toString()\n    }\n\n    return config\n  }\n\n  _getDelegateConfig() {\n    const config = {}\n\n    for (const [key, value] of Object.entries(this._config)) {\n      if (this.constructor.Default[key] !== value) {\n        config[key] = value\n      }\n    }\n\n    config.selector = false\n    config.trigger = 'manual'\n\n    // In the future can be replaced with:\n    // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n    // `Object.fromEntries(keysWithDifferentValues)`\n    return config\n  }\n\n  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy()\n      this._popper = null\n    }\n\n    if (this.tip) {\n      this.tip.remove()\n      this.tip = null\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip)\n\nexport default Tooltip\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Tooltip from './tooltip.js'\nimport { defineJQueryPlugin } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'popover'\n\nconst SELECTOR_TITLE = '.popover-header'\nconst SELECTOR_CONTENT = '.popover-body'\n\nconst Default = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' +\n    '<div class=\"popover-arrow\"></div>' +\n    '<h3 class=\"popover-header\"></h3>' +\n    '<div class=\"popover-body\"></div>' +\n    '</div>',\n  trigger: 'click'\n}\n\nconst DefaultType = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n}\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent()\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    }\n  }\n\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content)\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover)\n\nexport default Popover\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport { defineJQueryPlugin, getElement, isDisabled, isVisible } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'scrollspy'\nconst DATA_KEY = 'bs.scrollspy'\nconst EVENT_KEY = `.${DATA_KEY}`\nconst DATA_API_KEY = '.data-api'\n\nconst EVENT_ACTIVATE = `activate${EVENT_KEY}`\nconst EVENT_CLICK = `click${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}${DATA_API_KEY}`\n\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item'\nconst CLASS_NAME_ACTIVE = 'active'\n\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]'\nconst SELECTOR_TARGET_LINKS = '[href]'\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group'\nconst SELECTOR_NAV_LINKS = '.nav-link'\nconst SELECTOR_NAV_ITEMS = '.nav-item'\nconst SELECTOR_LIST_ITEMS = '.list-group-item'\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`\nconst SELECTOR_DROPDOWN = '.dropdown'\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\n\nconst Default = {\n  offset: null, // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n}\n\nconst DefaultType = {\n  offset: '(number|null)', // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n}\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element\n    this._activeTarget = null\n    this._observer = null\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    }\n    this.refresh() // initialize\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  refresh() {\n    this._initializeTargetsAndObservables()\n    this._maybeEnableSmoothScroll()\n\n    if (this._observer) {\n      this._observer.disconnect()\n    } else {\n      this._observer = this._getNewObserver()\n    }\n\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section)\n    }\n  }\n\n  dispose() {\n    this._observer.disconnect()\n    super.dispose()\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin\n\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value))\n    }\n\n    return config\n  }\n\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK)\n\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash)\n      if (observableSection) {\n        event.preventDefault()\n        const root = this._rootElement || window\n        const height = observableSection.offsetTop - this._element.offsetTop\n        if (root.scrollTo) {\n          root.scrollTo({ top: height, behavior: 'smooth' })\n          return\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height\n      }\n    })\n  }\n\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    }\n\n    return new IntersectionObserver(entries => this._observerCallback(entries), options)\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`)\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop\n      this._process(targetElement(entry))\n    }\n\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop\n    this._previousScrollData.parentScrollTop = parentScrollTop\n\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null\n        this._clearActiveClass(targetElement(entry))\n\n        continue\n      }\n\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry)\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return\n        }\n\n        continue\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry)\n      }\n    }\n  }\n\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map()\n    this._observableSections = new Map()\n\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target)\n\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue\n      }\n\n      const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element)\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(decodeURI(anchor.hash), anchor)\n        this._observableSections.set(anchor.hash, observableSection)\n      }\n    }\n  }\n\n  _process(target) {\n    if (this._activeTarget === target) {\n      return\n    }\n\n    this._clearActiveClass(this._config.target)\n    this._activeTarget = target\n    target.classList.add(CLASS_NAME_ACTIVE)\n    this._activateParents(target)\n\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, { relatedTarget: target })\n  }\n\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE, target.closest(SELECTOR_DROPDOWN))\n        .classList.add(CLASS_NAME_ACTIVE)\n      return\n    }\n\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE)\n      }\n    }\n  }\n\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE)\n\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE}`, parent)\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE)\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy)\n  }\n})\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy)\n\nexport default ScrollSpy\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport SelectorEngine from './dom/selector-engine.js'\nimport { defineJQueryPlugin, getNextActiveElement, isDisabled } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'tab'\nconst DATA_KEY = 'bs.tab'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY}`\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY}`\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY}`\n\nconst ARROW_LEFT_KEY = 'ArrowLeft'\nconst ARROW_RIGHT_KEY = 'ArrowRight'\nconst ARROW_UP_KEY = 'ArrowUp'\nconst ARROW_DOWN_KEY = 'ArrowDown'\nconst HOME_KEY = 'Home'\nconst END_KEY = 'End'\n\nconst CLASS_NAME_ACTIVE = 'active'\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_DROPDOWN = 'dropdown'\n\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle'\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu'\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = ':not(.dropdown-toggle)'\n\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]'\nconst SELECTOR_OUTER = '.nav-item, .list-group-item'\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]' // TODO: could only be `tab` in v6\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`\n\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element)\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL)\n\n    if (!this._parent) {\n      return\n      // TODO: should throw exception in v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren())\n\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event))\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() { // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element\n    if (this._elemIsActive(innerElem)) {\n      return\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem()\n\n    const hideEvent = active ?\n      EventHandler.trigger(active, EVENT_HIDE, { relatedTarget: innerElem }) :\n      null\n\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW, { relatedTarget: active })\n\n    if (showEvent.defaultPrevented || (hideEvent && hideEvent.defaultPrevented)) {\n      return\n    }\n\n    this._deactivate(active, innerElem)\n    this._activate(innerElem, active)\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.add(CLASS_NAME_ACTIVE)\n\n    this._activate(SelectorEngine.getElementFromSelector(element)) // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.removeAttribute('tabindex')\n      element.setAttribute('aria-selected', true)\n      this._toggleDropDown(element, true)\n      EventHandler.trigger(element, EVENT_SHOWN, {\n        relatedTarget: relatedElem\n      })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return\n    }\n\n    element.classList.remove(CLASS_NAME_ACTIVE)\n    element.blur()\n\n    this._deactivate(SelectorEngine.getElementFromSelector(element)) // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW)\n        return\n      }\n\n      element.setAttribute('aria-selected', false)\n      element.setAttribute('tabindex', '-1')\n      this._toggleDropDown(element, false)\n      EventHandler.trigger(element, EVENT_HIDDEN, { relatedTarget: relatedElem })\n    }\n\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE))\n  }\n\n  _keydown(event) {\n    if (!([ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY, HOME_KEY, END_KEY].includes(event.key))) {\n      return\n    }\n\n    event.stopPropagation()// stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault()\n\n    const children = this._getChildren().filter(element => !isDisabled(element))\n    let nextActiveElement\n\n    if ([HOME_KEY, END_KEY].includes(event.key)) {\n      nextActiveElement = children[event.key === HOME_KEY ? 0 : children.length - 1]\n    } else {\n      const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key)\n      nextActiveElement = getNextActiveElement(children, event.target, isNext, true)\n    }\n\n    if (nextActiveElement) {\n      nextActiveElement.focus({ preventScroll: true })\n      Tab.getOrCreateInstance(nextActiveElement).show()\n    }\n  }\n\n  _getChildren() { // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent)\n  }\n\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null\n  }\n\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist')\n\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child)\n    }\n  }\n\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child)\n    const isActive = this._elemIsActive(child)\n    const outerElem = this._getOuterElement(child)\n    child.setAttribute('aria-selected', isActive)\n\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation')\n    }\n\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1')\n    }\n\n    this._setAttributeIfNotExists(child, 'role', 'tab')\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child)\n  }\n\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = SelectorEngine.getElementFromSelector(child)\n\n    if (!target) {\n      return\n    }\n\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel')\n\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `${child.id}`)\n    }\n  }\n\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element)\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return\n    }\n\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem)\n      if (element) {\n        element.classList.toggle(className, open)\n      }\n    }\n\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE)\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW)\n    outerElem.setAttribute('aria-expanded', open)\n  }\n\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value)\n    }\n  }\n\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE)\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem)\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.getOrCreateInstance(this)\n\n      if (typeof config !== 'string') {\n        return\n      }\n\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`)\n      }\n\n      data[config]()\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault()\n  }\n\n  if (isDisabled(this)) {\n    return\n  }\n\n  Tab.getOrCreateInstance(this).show()\n})\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element)\n  }\n})\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab)\n\nexport default Tab\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport BaseComponent from './base-component.js'\nimport EventHandler from './dom/event-handler.js'\nimport { enableDismissTrigger } from './util/component-functions.js'\nimport { defineJQueryPlugin, reflow } from './util/index.js'\n\n/**\n * Constants\n */\n\nconst NAME = 'toast'\nconst DATA_KEY = 'bs.toast'\nconst EVENT_KEY = `.${DATA_KEY}`\n\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`\nconst EVENT_HIDE = `hide${EVENT_KEY}`\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`\nconst EVENT_SHOW = `show${EVENT_KEY}`\nconst EVENT_SHOWN = `shown${EVENT_KEY}`\n\nconst CLASS_NAME_FADE = 'fade'\nconst CLASS_NAME_HIDE = 'hide' // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show'\nconst CLASS_NAME_SHOWING = 'showing'\n\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n}\n\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n}\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config)\n\n    this._timeout = null\n    this._hasMouseInteraction = false\n    this._hasKeyboardInteraction = false\n    this._setListeners()\n  }\n\n  // Getters\n  static get Default() {\n    return Default\n  }\n\n  static get DefaultType() {\n    return DefaultType\n  }\n\n  static get NAME() {\n    return NAME\n  }\n\n  // Public\n  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW)\n\n    if (showEvent.defaultPrevented) {\n      return\n    }\n\n    this._clearTimeout()\n\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE)\n    }\n\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING)\n      EventHandler.trigger(this._element, EVENT_SHOWN)\n\n      this._maybeScheduleHide()\n    }\n\n    this._element.classList.remove(CLASS_NAME_HIDE) // @deprecated\n    reflow(this._element)\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING)\n\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  hide() {\n    if (!this.isShown()) {\n      return\n    }\n\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE)\n\n    if (hideEvent.defaultPrevented) {\n      return\n    }\n\n    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE) // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW)\n      EventHandler.trigger(this._element, EVENT_HIDDEN)\n    }\n\n    this._element.classList.add(CLASS_NAME_SHOWING)\n    this._queueCallback(complete, this._element, this._config.animation)\n  }\n\n  dispose() {\n    this._clearTimeout()\n\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW)\n    }\n\n    super.dispose()\n  }\n\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW)\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return\n    }\n\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return\n    }\n\n    this._timeout = setTimeout(() => {\n      this.hide()\n    }, this._config.delay)\n  }\n\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout': {\n        this._hasMouseInteraction = isInteracting\n        break\n      }\n\n      case 'focusin':\n      case 'focusout': {\n        this._hasKeyboardInteraction = isInteracting\n        break\n      }\n\n      default: {\n        break\n      }\n    }\n\n    if (isInteracting) {\n      this._clearTimeout()\n      return\n    }\n\n    const nextElement = event.relatedTarget\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return\n    }\n\n    this._maybeScheduleHide()\n  }\n\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false))\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true))\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false))\n  }\n\n  _clearTimeout() {\n    clearTimeout(this._timeout)\n    this._timeout = null\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.getOrCreateInstance(this, config)\n\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`)\n        }\n\n        data[config](this)\n      }\n    })\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast)\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast)\n\nexport default Toast\n","/**\n * --------------------------------------------------------------------------\n * Bootstrap index.umd.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nimport Alert from './src/alert.js'\nimport Button from './src/button.js'\nimport Carousel from './src/carousel.js'\nimport Collapse from './src/collapse.js'\nimport Dropdown from './src/dropdown.js'\nimport Modal from './src/modal.js'\nimport Offcanvas from './src/offcanvas.js'\nimport Popover from './src/popover.js'\nimport ScrollSpy from './src/scrollspy.js'\nimport Tab from './src/tab.js'\nimport Toast from './src/toast.js'\nimport Tooltip from 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\ No newline at end of file
diff --git a/docs/deps/bootstrap-5.3.1/bootstrap.min.css b/docs/deps/bootstrap-5.3.1/bootstrap.min.css
new file mode 100644
index 00000000..5cd82e93
--- /dev/null
+++ b/docs/deps/bootstrap-5.3.1/bootstrap.min.css
@@ -0,0 +1,5 @@
+:root{--bslib-bootstrap-version: 5;--bslib-preset-name: ;--bslib-preset-type: }/*!
+   * Bootstrap  v5.3.1 (https://getbootstrap.com/)
+   * Copyright 2011-2023 The Bootstrap Authors
+   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+   */:root,[data-bs-theme="light"]{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffc107;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-black: #000;--bs-white: #fff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-default: #1D132B;--bs-primary: #457E78;--bs-secondary: #1D132B;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffc107;--bs-danger: #dc3545;--bs-light: #f8f9fa;--bs-dark: #212529;--bs-default-rgb: 29,19,43;--bs-primary-rgb: 69,126,120;--bs-secondary-rgb: 29,19,43;--bs-success-rgb: 25,135,84;--bs-info-rgb: 13,202,240;--bs-warning-rgb: 255,193,7;--bs-danger-rgb: 220,53,69;--bs-light-rgb: 248,249,250;--bs-dark-rgb: 33,37,41;--bs-primary-text-emphasis: 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992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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.offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme="dark"]{--bs-navbar-color: rgba(0,0,0,0.55);--bs-navbar-hover-color: rgba(0,0,0,0.75);--bs-navbar-disabled-color: rgba(0,0,0,0.25);--bs-navbar-active-color: #000;--bs-navbar-brand-color: #000;--bs-navbar-brand-hover-color: #000;--bs-navbar-toggler-border-color: rgba(0,0,0,0.1);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath 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fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%238fb2ae'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: .5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, "/") /* rtl: var(--bs-breadcrumb-divider, "/") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: .75rem;--bs-pagination-padding-y: .375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 .25rem rgba(69,126,120,0.25);--bs-pagination-active-color: #000;--bs-pagination-active-bg: #ece5f4;--bs-pagination-active-border-color: #ece5f4;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out,box-shadow 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width) * -1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: .75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: .5rem;--bs-pagination-padding-y: .25rem;--bs-pagination-font-size:.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: .65em;--bs-badge-padding-y: .35em;--bs-badge-font-size:.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #457E78;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media (prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media (prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: .5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #000;--bs-list-group-active-bg: #ece5f4;--bs-list-group-active-border-color: #ece5f4;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1 * var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media (min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' 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var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) #6b8e76;color:#000}.bg-gradient-teal-orange{--bslib-color-fg: #000;--bslib-color-bg: #78ab63;background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) #78ab63;color:#000}.bg-gradient-teal-yellow{--bslib-color-fg: #000;--bslib-color-bg: #79c65d;background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) #79c65d;color:#000}.bg-gradient-teal-green{--bslib-color-fg: #000;--bslib-color-bg: #1daf7c;background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) #1daf7c;color:#000}.bg-gradient-teal-cyan{--bslib-color-fg: #000;--bslib-color-bg: #18c9bb;background:linear-gradient(var(--bg-gradient-deg, 140deg), #20c997 var(--bg-gradient-start, 36%), #0dcaf0 var(--bg-gradient-end, 180%)) #18c9bb;color:#000}.bg-gradient-cyan-blue{--bslib-color-fg: #000;--bslib-color-bg: #0da5f5;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #0d6efd var(--bg-gradient-end, 180%)) #0da5f5;color:#000}.bg-gradient-cyan-indigo{--bslib-color-fg: #000;--bslib-color-bg: #3180f1;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6610f2 var(--bg-gradient-end, 180%)) #3180f1;color:#000}.bg-gradient-cyan-purple{--bslib-color-fg: #000;--bslib-color-bg: #3494dd;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #6f42c1 var(--bg-gradient-end, 180%)) #3494dd;color:#000}.bg-gradient-cyan-pink{--bslib-color-fg: #000;--bslib-color-bg: #5d8ec5;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #d63384 var(--bg-gradient-end, 180%)) #5d8ec5;color:#000}.bg-gradient-cyan-red{--bslib-color-fg: #000;--bslib-color-bg: #608eac;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #dc3545 var(--bg-gradient-end, 180%)) #608eac;color:#000}.bg-gradient-cyan-orange{--bslib-color-fg: #000;--bslib-color-bg: #6dac98;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #fd7e14 var(--bg-gradient-end, 180%)) #6dac98;color:#000}.bg-gradient-cyan-yellow{--bslib-color-fg: #000;--bslib-color-bg: #6ec693;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #ffc107 var(--bg-gradient-end, 180%)) #6ec693;color:#000}.bg-gradient-cyan-green{--bslib-color-fg: #000;--bslib-color-bg: #12afb2;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #198754 var(--bg-gradient-end, 180%)) #12afb2;color:#000}.bg-gradient-cyan-teal{--bslib-color-fg: #000;--bslib-color-bg: #15cacc;background:linear-gradient(var(--bg-gradient-deg, 140deg), #0dcaf0 var(--bg-gradient-start, 36%), #20c997 var(--bg-gradient-end, 180%)) #15cacc;color:#000}.row>main{max-width:50rem}@media (min-width: 1200px) and (max-width: 1399.98px){.container .row{justify-content:space-evenly}}@media (min-width: 1400px){body{font-size:18px}.col-md-3{margin-left:5rem}}.navbar-nav .nav-item>.nav-link{border-radius:.375rem;padding:0.5rem}.navbar>.container{align-items:baseline;-webkit-align-items:baseline}.navbar-light .navbar-nav .active>.nav-link{background:#e9ecef;color:#212529}.navbar-dark .navbar-nav .active>.nav-link{background:#343a40;color:#fff}.navbar-dark .navbar-nav .nav-item>.nav-link:hover,.navbar-light .navbar-nav .nav-item>.nav-link:hover{background:rgba(69,126,120,0.1)}.navbar-dark input[type="search"]{border-color:#6c757d;background-color:#212529;color:#e9ecef}input[type="search"]{border-color:#f4f0fa;width:12rem}.headroom{will-change:transform;transition:transform 400ms ease}.headroom--pinned{transform:translateY(0%)}.headroom--unpinned{transform:translateY(-100%)}.row>main,.row>aside{margin-top:56px}html,body{scroll-padding:56px}@media (min-width: 576px){#toc{position:sticky;top:56px;max-height:calc(100vh - 56px - 1rem);overflow-y:auto}}aside h2,aside .h2{margin-top:1.5rem;font-size:1.25rem}aside .roles{color:#4d5154}aside .list-unstyled li{margin-bottom:0.5rem}aside .dev-status .list-unstyled li{margin-bottom:0.1rem}@media (max-width: 575.98px){aside{margin:0.5rem;width:calc(100vw - 1rem);background-color:#f8f9fa;border-color:#f4f0fa;border-radius:.375rem}aside h2:first-child,aside .h2:first-child{margin-top:1rem}}body{position:relative}#toc>.nav{margin-bottom:1rem}#toc>.nav a.nav-link{color:inherit;padding:0.25rem 0.5rem;margin-bottom:2px;border-radius:.375rem;border:0 solid #f4f0fa}#toc>.nav a.nav-link:hover,#toc>.nav a.nav-link:focus{background-color:rgba(69,126,120,0.1);color:#000}#toc>.nav a.nav-link.active{background-color:#e9e9ea;color:#000}#toc>.nav .nav a.nav-link{margin-left:0.5rem}#toc>.nav .nav{display:none !important}#toc>.nav a.active+.nav{display:flex !important}footer{margin:1rem 0 1rem 0;font-size:.875em;border-top:2px solid #f4f0fa;background:rgba(0,0,0,0);color:#4d5154;display:flex;column-gap:1rem}@media (max-width: 575.98px){footer{flex-direction:column}}@media (min-width: 576px){footer .pkgdown-footer-right{text-align:right}}footer div{flex:1 1 auto}html,body{height:100%}body>.container{min-height:100%;display:flex;flex-direction:column}body>.container .row{flex:1 0 auto}::selection{background-color:#dae5e4}main img{max-width:100%;height:auto}main table{display:block;overflow:auto}body{font-display:fallback}.page-header{border-bottom:1px solid #f4f0fa;padding-bottom:0.5rem;margin-bottom:0.5rem;margin-top:1.5rem}dd{margin-left:1.5rem}summary{margin-bottom:0.5rem}details{margin-bottom:1rem}.html-widget{margin-bottom:1rem}a.anchor{display:none;margin-left:5px;width:Min(0.9em, 20px);height:Min(0.9em, 20px);background-image:url(../../link.svg);background-repeat:no-repeat;background-size:Min(0.9em, 20px) Min(0.9em, 20px);background-position:center center}h2:hover .anchor,.h2:hover .anchor,h3:hover .anchor,.h3:hover .anchor,h4:hover .anchor,.h4:hover .anchor,h5:hover .anchor,.h5:hover .anchor,h6:hover .anchor,.h6:hover .anchor{display:inline-block}.orcid{color:#A6CE39;margin-right:4px}.fab{font-family:"Font Awesome 5 Brands" !important}img.logo{float:right;width:100px;margin-left:30px}.template-home img.logo{width:120px}@media (max-width: 575.98px){img.logo{width:80px}}@media (min-width: 576px){.page-header{min-height:88px}.template-home .page-header{min-height:104px}}.line-block{margin-bottom:1rem}.template-reference-index dt{font-weight:normal}.template-reference-index code{word-wrap:normal}.icon{float:right}.icon img{width:40px}a.footnote-ref{cursor:pointer}.popover{width:Min(100vw, 32rem);font-size:0.9rem;box-shadow:4px 4px 8px rgba(0,0,0,0.3)}.popover-body{padding:0.75rem}.popover-body p:last-child{margin-bottom:0}.tab-content{padding:1rem}.tabset-pills .tab-content{border:solid 1px #e5e5e5}.tab-content{display:flex}.tab-content>.tab-pane{display:block;visibility:hidden;margin-right:-100%;width:100%}.tab-content>.active{visibility:visible}div.csl-entry{clear:both}.hanging-indent div.csl-entry{margin-left:2em;text-indent:-2em}div.csl-left-margin{min-width:2em;float:left}div.csl-right-inline{margin-left:2em;padding-left:1em}div.csl-indent{margin-left:2em}pre,pre code{word-wrap:normal}code{overflow-wrap:break-word}.hasCopyButton{position:relative}.btn-copy-ex{position:absolute;right:5px;top:5px;visibility:hidden}.hasCopyButton:hover button.btn-copy-ex{visibility:visible}pre{padding:1rem 0.5rem}@media (max-width: 575.98px){div>div>pre{margin-left:calc(var(--bs-gutter-x) * -.5);margin-right:calc(var(--bs-gutter-x) * -.5);border-radius:0;padding-left:1rem;padding-right:1rem}.btn-copy-ex{right:calc(var(--bs-gutter-x) * -.5 + 5px)}}code a:any-link{color:inherit;text-decoration-color:#6c757d}pre code{padding:0;background:transparent}pre code .error,pre code .warning{font-weight:bolder}pre .img img,pre .r-plt img{margin:5px 0;background-color:#fff}@media print{code a:link:after,code a:visited:after{content:""}}a.sourceLine:hover{text-decoration:none}mark,.mark{background:linear-gradient(-100deg, rgba(13,202,240,0.2), rgba(13,202,240,0.7) 95%, rgba(13,202,240,0.1))}.algolia-autocomplete .aa-hint{color:#212529}.algolia-autocomplete .aa-dropdown-menu{width:Max(100%, 20rem);background-color:#fff;border:2px solid var(--bs-border-color);margin-top:2px;max-height:50vh;overflow-y:auto}.algolia-autocomplete .aa-dropdown-menu .aa-suggestion{cursor:pointer;padding:5px 4px;border-bottom:1px #e9ecef solid;font-size:0.9rem;color:#212529}.search-details{font-size:0.9rem;color:#457E78;display:inline;font-weight:bolder}.algolia-autocomplete .aa-dropdown-menu .aa-suggestion.aa-cursor{background-color:#ecf2f2}pre{background-color:#fefefe}pre code{color:#545454}pre code span.al{color:#7928a1}pre code span.an{color:#696969}pre code span.at{color:#aa5d00}pre code span.bn{color:#7928a1}pre code span.cf{color:#d91e18}pre code span.ch{color:#008000}pre code span.cn{color:#d91e18}pre code span.co{color:#696969}pre code span.cv{color:#696969;font-style:italic}pre code span.do{color:#696969;font-style:italic}pre code span.dt{color:#7928a1}pre code span.dv{color:#7928a1}pre code span.er{color:#7928a1}pre code span.fl{color:#aa5d00}pre code span.fu{color:#06287e}pre code span.in{color:#696969}pre code span.kw{color:#d91e18}pre code span.op{color:#007faa}pre code span.ot{color:#d91e18}pre code span.pp{color:#7928a1}pre code span.sc{color:#007faa}pre code span.ss{color:#008000}pre code span.st{color:#008000}pre code span.va{color:#aa5d00}pre code span.vs{color:#008000}pre code span.wa{color:#696969;font-style:italic}
diff --git a/docs/deps/data-deps.txt b/docs/deps/data-deps.txt
new file mode 100644
index 00000000..179a3bca
--- /dev/null
+++ b/docs/deps/data-deps.txt
@@ -0,0 +1,5 @@
+<script src="deps/jquery-3.6.0/jquery-3.6.0.min.js"></script>
+<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no" />
+<link href="deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet" />
+<script src="deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script>
+<link href="deps/Fira_Code-0.4.8/font.css" rel="stylesheet" />
diff --git a/docs/deps/jquery-3.6.0/jquery-3.6.0.js b/docs/deps/jquery-3.6.0/jquery-3.6.0.js
new file mode 100644
index 00000000..fc6c299b
--- /dev/null
+++ b/docs/deps/jquery-3.6.0/jquery-3.6.0.js
@@ -0,0 +1,10881 @@
+/*!
+ * jQuery JavaScript Library v3.6.0
+ * https://jquery.com/
+ *
+ * Includes Sizzle.js
+ * https://sizzlejs.com/
+ *
+ * Copyright OpenJS Foundation and other contributors
+ * Released under the MIT license
+ * https://jquery.org/license
+ *
+ * Date: 2021-03-02T17:08Z
+ */
+( function( global, factory ) {
+
+	"use strict";
+
+	if ( typeof module === "object" && typeof module.exports === "object" ) {
+
+		// For CommonJS and CommonJS-like environments where a proper `window`
+		// is present, execute the factory and get jQuery.
+		// For environments that do not have a `window` with a `document`
+		// (such as Node.js), expose a factory as module.exports.
+		// This accentuates the need for the creation of a real `window`.
+		// e.g. var jQuery = require("jquery")(window);
+		// See ticket #14549 for more info.
+		module.exports = global.document ?
+			factory( global, true ) :
+			function( w ) {
+				if ( !w.document ) {
+					throw new Error( "jQuery requires a window with a document" );
+				}
+				return factory( w );
+			};
+	} else {
+		factory( global );
+	}
+
+// Pass this if window is not defined yet
+} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) {
+
+// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1
+// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode
+// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common
+// enough that all such attempts are guarded in a try block.
+"use strict";
+
+var arr = [];
+
+var getProto = Object.getPrototypeOf;
+
+var slice = arr.slice;
+
+var flat = arr.flat ? function( array ) {
+	return arr.flat.call( array );
+} : function( array ) {
+	return arr.concat.apply( [], array );
+};
+
+
+var push = arr.push;
+
+var indexOf = arr.indexOf;
+
+var class2type = {};
+
+var toString = class2type.toString;
+
+var hasOwn = class2type.hasOwnProperty;
+
+var fnToString = hasOwn.toString;
+
+var ObjectFunctionString = fnToString.call( Object );
+
+var support = {};
+
+var isFunction = function isFunction( obj ) {
+
+		// Support: Chrome <=57, Firefox <=52
+		// In some browsers, typeof returns "function" for HTML <object> elements
+		// (i.e., `typeof document.createElement( "object" ) === "function"`).
+		// We don't want to classify *any* DOM node as a function.
+		// Support: QtWeb <=3.8.5, WebKit <=534.34, wkhtmltopdf tool <=0.12.5
+		// Plus for old WebKit, typeof returns "function" for HTML collections
+		// (e.g., `typeof document.getElementsByTagName("div") === "function"`). (gh-4756)
+		return typeof obj === "function" && typeof obj.nodeType !== "number" &&
+			typeof obj.item !== "function";
+	};
+
+
+var isWindow = function isWindow( obj ) {
+		return obj != null && obj === obj.window;
+	};
+
+
+var document = window.document;
+
+
+
+	var preservedScriptAttributes = {
+		type: true,
+		src: true,
+		nonce: true,
+		noModule: true
+	};
+
+	function DOMEval( code, node, doc ) {
+		doc = doc || document;
+
+		var i, val,
+			script = doc.createElement( "script" );
+
+		script.text = code;
+		if ( node ) {
+			for ( i in preservedScriptAttributes ) {
+
+				// Support: Firefox 64+, Edge 18+
+				// Some browsers don't support the "nonce" property on scripts.
+				// On the other hand, just using `getAttribute` is not enough as
+				// the `nonce` attribute is reset to an empty string whenever it
+				// becomes browsing-context connected.
+				// See https://github.com/whatwg/html/issues/2369
+				// See https://html.spec.whatwg.org/#nonce-attributes
+				// The `node.getAttribute` check was added for the sake of
+				// `jQuery.globalEval` so that it can fake a nonce-containing node
+				// via an object.
+				val = node[ i ] || node.getAttribute && node.getAttribute( i );
+				if ( val ) {
+					script.setAttribute( i, val );
+				}
+			}
+		}
+		doc.head.appendChild( script ).parentNode.removeChild( script );
+	}
+
+
+function toType( obj ) {
+	if ( obj == null ) {
+		return obj + "";
+	}
+
+	// Support: Android <=2.3 only (functionish RegExp)
+	return typeof obj === "object" || typeof obj === "function" ?
+		class2type[ toString.call( obj ) ] || "object" :
+		typeof obj;
+}
+/* global Symbol */
+// Defining this global in .eslintrc.json would create a danger of using the global
+// unguarded in another place, it seems safer to define global only for this module
+
+
+
+var
+	version = "3.6.0",
+
+	// Define a local copy of jQuery
+	jQuery = function( selector, context ) {
+
+		// The jQuery object is actually just the init constructor 'enhanced'
+		// Need init if jQuery is called (just allow error to be thrown if not included)
+		return new jQuery.fn.init( selector, context );
+	};
+
+jQuery.fn = jQuery.prototype = {
+
+	// The current version of jQuery being used
+	jquery: version,
+
+	constructor: jQuery,
+
+	// The default length of a jQuery object is 0
+	length: 0,
+
+	toArray: function() {
+		return slice.call( this );
+	},
+
+	// Get the Nth element in the matched element set OR
+	// Get the whole matched element set as a clean array
+	get: function( num ) {
+
+		// Return all the elements in a clean array
+		if ( num == null ) {
+			return slice.call( this );
+		}
+
+		// Return just the one element from the set
+		return num < 0 ? this[ num + this.length ] : this[ num ];
+	},
+
+	// Take an array of elements and push it onto the stack
+	// (returning the new matched element set)
+	pushStack: function( elems ) {
+
+		// Build a new jQuery matched element set
+		var ret = jQuery.merge( this.constructor(), elems );
+
+		// Add the old object onto the stack (as a reference)
+		ret.prevObject = this;
+
+		// Return the newly-formed element set
+		return ret;
+	},
+
+	// Execute a callback for every element in the matched set.
+	each: function( callback ) {
+		return jQuery.each( this, callback );
+	},
+
+	map: function( callback ) {
+		return this.pushStack( jQuery.map( this, function( elem, i ) {
+			return callback.call( elem, i, elem );
+		} ) );
+	},
+
+	slice: function() {
+		return this.pushStack( slice.apply( this, arguments ) );
+	},
+
+	first: function() {
+		return this.eq( 0 );
+	},
+
+	last: function() {
+		return this.eq( -1 );
+	},
+
+	even: function() {
+		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
+			return ( i + 1 ) % 2;
+		} ) );
+	},
+
+	odd: function() {
+		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
+			return i % 2;
+		} ) );
+	},
+
+	eq: function( i ) {
+		var len = this.length,
+			j = +i + ( i < 0 ? len : 0 );
+		return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] );
+	},
+
+	end: function() {
+		return this.prevObject || this.constructor();
+	},
+
+	// For internal use only.
+	// Behaves like an Array's method, not like a jQuery method.
+	push: push,
+	sort: arr.sort,
+	splice: arr.splice
+};
+
+jQuery.extend = jQuery.fn.extend = function() {
+	var options, name, src, copy, copyIsArray, clone,
+		target = arguments[ 0 ] || {},
+		i = 1,
+		length = arguments.length,
+		deep = false;
+
+	// Handle a deep copy situation
+	if ( typeof target === "boolean" ) {
+		deep = target;
+
+		// Skip the boolean and the target
+		target = arguments[ i ] || {};
+		i++;
+	}
+
+	// Handle case when target is a string or something (possible in deep copy)
+	if ( typeof target !== "object" && !isFunction( target ) ) {
+		target = {};
+	}
+
+	// Extend jQuery itself if only one argument is passed
+	if ( i === length ) {
+		target = this;
+		i--;
+	}
+
+	for ( ; i < length; i++ ) {
+
+		// Only deal with non-null/undefined values
+		if ( ( options = arguments[ i ] ) != null ) {
+
+			// Extend the base object
+			for ( name in options ) {
+				copy = options[ name ];
+
+				// Prevent Object.prototype pollution
+				// Prevent never-ending loop
+				if ( name === "__proto__" || target === copy ) {
+					continue;
+				}
+
+				// Recurse if we're merging plain objects or arrays
+				if ( deep && copy && ( jQuery.isPlainObject( copy ) ||
+					( copyIsArray = Array.isArray( copy ) ) ) ) {
+					src = target[ name ];
+
+					// Ensure proper type for the source value
+					if ( copyIsArray && !Array.isArray( src ) ) {
+						clone = [];
+					} else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) {
+						clone = {};
+					} else {
+						clone = src;
+					}
+					copyIsArray = false;
+
+					// Never move original objects, clone them
+					target[ name ] = jQuery.extend( deep, clone, copy );
+
+				// Don't bring in undefined values
+				} else if ( copy !== undefined ) {
+					target[ name ] = copy;
+				}
+			}
+		}
+	}
+
+	// Return the modified object
+	return target;
+};
+
+jQuery.extend( {
+
+	// Unique for each copy of jQuery on the page
+	expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ),
+
+	// Assume jQuery is ready without the ready module
+	isReady: true,
+
+	error: function( msg ) {
+		throw new Error( msg );
+	},
+
+	noop: function() {},
+
+	isPlainObject: function( obj ) {
+		var proto, Ctor;
+
+		// Detect obvious negatives
+		// Use toString instead of jQuery.type to catch host objects
+		if ( !obj || toString.call( obj ) !== "[object Object]" ) {
+			return false;
+		}
+
+		proto = getProto( obj );
+
+		// Objects with no prototype (e.g., `Object.create( null )`) are plain
+		if ( !proto ) {
+			return true;
+		}
+
+		// Objects with prototype are plain iff they were constructed by a global Object function
+		Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor;
+		return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString;
+	},
+
+	isEmptyObject: function( obj ) {
+		var name;
+
+		for ( name in obj ) {
+			return false;
+		}
+		return true;
+	},
+
+	// Evaluates a script in a provided context; falls back to the global one
+	// if not specified.
+	globalEval: function( code, options, doc ) {
+		DOMEval( code, { nonce: options && options.nonce }, doc );
+	},
+
+	each: function( obj, callback ) {
+		var length, i = 0;
+
+		if ( isArrayLike( obj ) ) {
+			length = obj.length;
+			for ( ; i < length; i++ ) {
+				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
+					break;
+				}
+			}
+		} else {
+			for ( i in obj ) {
+				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
+					break;
+				}
+			}
+		}
+
+		return obj;
+	},
+
+	// results is for internal usage only
+	makeArray: function( arr, results ) {
+		var ret = results || [];
+
+		if ( arr != null ) {
+			if ( isArrayLike( Object( arr ) ) ) {
+				jQuery.merge( ret,
+					typeof arr === "string" ?
+						[ arr ] : arr
+				);
+			} else {
+				push.call( ret, arr );
+			}
+		}
+
+		return ret;
+	},
+
+	inArray: function( elem, arr, i ) {
+		return arr == null ? -1 : indexOf.call( arr, elem, i );
+	},
+
+	// Support: Android <=4.0 only, PhantomJS 1 only
+	// push.apply(_, arraylike) throws on ancient WebKit
+	merge: function( first, second ) {
+		var len = +second.length,
+			j = 0,
+			i = first.length;
+
+		for ( ; j < len; j++ ) {
+			first[ i++ ] = second[ j ];
+		}
+
+		first.length = i;
+
+		return first;
+	},
+
+	grep: function( elems, callback, invert ) {
+		var callbackInverse,
+			matches = [],
+			i = 0,
+			length = elems.length,
+			callbackExpect = !invert;
+
+		// Go through the array, only saving the items
+		// that pass the validator function
+		for ( ; i < length; i++ ) {
+			callbackInverse = !callback( elems[ i ], i );
+			if ( callbackInverse !== callbackExpect ) {
+				matches.push( elems[ i ] );
+			}
+		}
+
+		return matches;
+	},
+
+	// arg is for internal usage only
+	map: function( elems, callback, arg ) {
+		var length, value,
+			i = 0,
+			ret = [];
+
+		// Go through the array, translating each of the items to their new values
+		if ( isArrayLike( elems ) ) {
+			length = elems.length;
+			for ( ; i < length; i++ ) {
+				value = callback( elems[ i ], i, arg );
+
+				if ( value != null ) {
+					ret.push( value );
+				}
+			}
+
+		// Go through every key on the object,
+		} else {
+			for ( i in elems ) {
+				value = callback( elems[ i ], i, arg );
+
+				if ( value != null ) {
+					ret.push( value );
+				}
+			}
+		}
+
+		// Flatten any nested arrays
+		return flat( ret );
+	},
+
+	// A global GUID counter for objects
+	guid: 1,
+
+	// jQuery.support is not used in Core but other projects attach their
+	// properties to it so it needs to exist.
+	support: support
+} );
+
+if ( typeof Symbol === "function" ) {
+	jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ];
+}
+
+// Populate the class2type map
+jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ),
+	function( _i, name ) {
+		class2type[ "[object " + name + "]" ] = name.toLowerCase();
+	} );
+
+function isArrayLike( obj ) {
+
+	// Support: real iOS 8.2 only (not reproducible in simulator)
+	// `in` check used to prevent JIT error (gh-2145)
+	// hasOwn isn't used here due to false negatives
+	// regarding Nodelist length in IE
+	var length = !!obj && "length" in obj && obj.length,
+		type = toType( obj );
+
+	if ( isFunction( obj ) || isWindow( obj ) ) {
+		return false;
+	}
+
+	return type === "array" || length === 0 ||
+		typeof length === "number" && length > 0 && ( length - 1 ) in obj;
+}
+var Sizzle =
+/*!
+ * Sizzle CSS Selector Engine v2.3.6
+ * https://sizzlejs.com/
+ *
+ * Copyright JS Foundation and other contributors
+ * Released under the MIT license
+ * https://js.foundation/
+ *
+ * Date: 2021-02-16
+ */
+( function( window ) {
+var i,
+	support,
+	Expr,
+	getText,
+	isXML,
+	tokenize,
+	compile,
+	select,
+	outermostContext,
+	sortInput,
+	hasDuplicate,
+
+	// Local document vars
+	setDocument,
+	document,
+	docElem,
+	documentIsHTML,
+	rbuggyQSA,
+	rbuggyMatches,
+	matches,
+	contains,
+
+	// Instance-specific data
+	expando = "sizzle" + 1 * new Date(),
+	preferredDoc = window.document,
+	dirruns = 0,
+	done = 0,
+	classCache = createCache(),
+	tokenCache = createCache(),
+	compilerCache = createCache(),
+	nonnativeSelectorCache = createCache(),
+	sortOrder = function( a, b ) {
+		if ( a === b ) {
+			hasDuplicate = true;
+		}
+		return 0;
+	},
+
+	// Instance methods
+	hasOwn = ( {} ).hasOwnProperty,
+	arr = [],
+	pop = arr.pop,
+	pushNative = arr.push,
+	push = arr.push,
+	slice = arr.slice,
+
+	// Use a stripped-down indexOf as it's faster than native
+	// https://jsperf.com/thor-indexof-vs-for/5
+	indexOf = function( list, elem ) {
+		var i = 0,
+			len = list.length;
+		for ( ; i < len; i++ ) {
+			if ( list[ i ] === elem ) {
+				return i;
+			}
+		}
+		return -1;
+	},
+
+	booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" +
+		"ismap|loop|multiple|open|readonly|required|scoped",
+
+	// Regular expressions
+
+	// http://www.w3.org/TR/css3-selectors/#whitespace
+	whitespace = "[\\x20\\t\\r\\n\\f]",
+
+	// https://www.w3.org/TR/css-syntax-3/#ident-token-diagram
+	identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace +
+		"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",
+
+	// Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors
+	attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace +
+
+		// Operator (capture 2)
+		"*([*^$|!~]?=)" + whitespace +
+
+		// "Attribute values must be CSS identifiers [capture 5]
+		// or strings [capture 3 or capture 4]"
+		"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" +
+		whitespace + "*\\]",
+
+	pseudos = ":(" + identifier + ")(?:\\((" +
+
+		// To reduce the number of selectors needing tokenize in the preFilter, prefer arguments:
+		// 1. quoted (capture 3; capture 4 or capture 5)
+		"('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" +
+
+		// 2. simple (capture 6)
+		"((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" +
+
+		// 3. anything else (capture 2)
+		".*" +
+		")\\)|)",
+
+	// Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter
+	rwhitespace = new RegExp( whitespace + "+", "g" ),
+	rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" +
+		whitespace + "+$", "g" ),
+
+	rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ),
+	rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace +
+		"*" ),
+	rdescend = new RegExp( whitespace + "|>" ),
+
+	rpseudo = new RegExp( pseudos ),
+	ridentifier = new RegExp( "^" + identifier + "$" ),
+
+	matchExpr = {
+		"ID": new RegExp( "^#(" + identifier + ")" ),
+		"CLASS": new RegExp( "^\\.(" + identifier + ")" ),
+		"TAG": new RegExp( "^(" + identifier + "|[*])" ),
+		"ATTR": new RegExp( "^" + attributes ),
+		"PSEUDO": new RegExp( "^" + pseudos ),
+		"CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" +
+			whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" +
+			whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ),
+		"bool": new RegExp( "^(?:" + booleans + ")$", "i" ),
+
+		// For use in libraries implementing .is()
+		// We use this for POS matching in `select`
+		"needsContext": new RegExp( "^" + whitespace +
+			"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace +
+			"*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" )
+	},
+
+	rhtml = /HTML$/i,
+	rinputs = /^(?:input|select|textarea|button)$/i,
+	rheader = /^h\d$/i,
+
+	rnative = /^[^{]+\{\s*\[native \w/,
+
+	// Easily-parseable/retrievable ID or TAG or CLASS selectors
+	rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,
+
+	rsibling = /[+~]/,
+
+	// CSS escapes
+	// http://www.w3.org/TR/CSS21/syndata.html#escaped-characters
+	runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ),
+	funescape = function( escape, nonHex ) {
+		var high = "0x" + escape.slice( 1 ) - 0x10000;
+
+		return nonHex ?
+
+			// Strip the backslash prefix from a non-hex escape sequence
+			nonHex :
+
+			// Replace a hexadecimal escape sequence with the encoded Unicode code point
+			// Support: IE <=11+
+			// For values outside the Basic Multilingual Plane (BMP), manually construct a
+			// surrogate pair
+			high < 0 ?
+				String.fromCharCode( high + 0x10000 ) :
+				String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 );
+	},
+
+	// CSS string/identifier serialization
+	// https://drafts.csswg.org/cssom/#common-serializing-idioms
+	rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,
+	fcssescape = function( ch, asCodePoint ) {
+		if ( asCodePoint ) {
+
+			// U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER
+			if ( ch === "\0" ) {
+				return "\uFFFD";
+			}
+
+			// Control characters and (dependent upon position) numbers get escaped as code points
+			return ch.slice( 0, -1 ) + "\\" +
+				ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " ";
+		}
+
+		// Other potentially-special ASCII characters get backslash-escaped
+		return "\\" + ch;
+	},
+
+	// Used for iframes
+	// See setDocument()
+	// Removing the function wrapper causes a "Permission Denied"
+	// error in IE
+	unloadHandler = function() {
+		setDocument();
+	},
+
+	inDisabledFieldset = addCombinator(
+		function( elem ) {
+			return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset";
+		},
+		{ dir: "parentNode", next: "legend" }
+	);
+
+// Optimize for push.apply( _, NodeList )
+try {
+	push.apply(
+		( arr = slice.call( preferredDoc.childNodes ) ),
+		preferredDoc.childNodes
+	);
+
+	// Support: Android<4.0
+	// Detect silently failing push.apply
+	// eslint-disable-next-line no-unused-expressions
+	arr[ preferredDoc.childNodes.length ].nodeType;
+} catch ( e ) {
+	push = { apply: arr.length ?
+
+		// Leverage slice if possible
+		function( target, els ) {
+			pushNative.apply( target, slice.call( els ) );
+		} :
+
+		// Support: IE<9
+		// Otherwise append directly
+		function( target, els ) {
+			var j = target.length,
+				i = 0;
+
+			// Can't trust NodeList.length
+			while ( ( target[ j++ ] = els[ i++ ] ) ) {}
+			target.length = j - 1;
+		}
+	};
+}
+
+function Sizzle( selector, context, results, seed ) {
+	var m, i, elem, nid, match, groups, newSelector,
+		newContext = context && context.ownerDocument,
+
+		// nodeType defaults to 9, since context defaults to document
+		nodeType = context ? context.nodeType : 9;
+
+	results = results || [];
+
+	// Return early from calls with invalid selector or context
+	if ( typeof selector !== "string" || !selector ||
+		nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) {
+
+		return results;
+	}
+
+	// Try to shortcut find operations (as opposed to filters) in HTML documents
+	if ( !seed ) {
+		setDocument( context );
+		context = context || document;
+
+		if ( documentIsHTML ) {
+
+			// If the selector is sufficiently simple, try using a "get*By*" DOM method
+			// (excepting DocumentFragment context, where the methods don't exist)
+			if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) {
+
+				// ID selector
+				if ( ( m = match[ 1 ] ) ) {
+
+					// Document context
+					if ( nodeType === 9 ) {
+						if ( ( elem = context.getElementById( m ) ) ) {
+
+							// Support: IE, Opera, Webkit
+							// TODO: identify versions
+							// getElementById can match elements by name instead of ID
+							if ( elem.id === m ) {
+								results.push( elem );
+								return results;
+							}
+						} else {
+							return results;
+						}
+
+					// Element context
+					} else {
+
+						// Support: IE, Opera, Webkit
+						// TODO: identify versions
+						// getElementById can match elements by name instead of ID
+						if ( newContext && ( elem = newContext.getElementById( m ) ) &&
+							contains( context, elem ) &&
+							elem.id === m ) {
+
+							results.push( elem );
+							return results;
+						}
+					}
+
+				// Type selector
+				} else if ( match[ 2 ] ) {
+					push.apply( results, context.getElementsByTagName( selector ) );
+					return results;
+
+				// Class selector
+				} else if ( ( m = match[ 3 ] ) && support.getElementsByClassName &&
+					context.getElementsByClassName ) {
+
+					push.apply( results, context.getElementsByClassName( m ) );
+					return results;
+				}
+			}
+
+			// Take advantage of querySelectorAll
+			if ( support.qsa &&
+				!nonnativeSelectorCache[ selector + " " ] &&
+				( !rbuggyQSA || !rbuggyQSA.test( selector ) ) &&
+
+				// Support: IE 8 only
+				// Exclude object elements
+				( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) {
+
+				newSelector = selector;
+				newContext = context;
+
+				// qSA considers elements outside a scoping root when evaluating child or
+				// descendant combinators, which is not what we want.
+				// In such cases, we work around the behavior by prefixing every selector in the
+				// list with an ID selector referencing the scope context.
+				// The technique has to be used as well when a leading combinator is used
+				// as such selectors are not recognized by querySelectorAll.
+				// Thanks to Andrew Dupont for this technique.
+				if ( nodeType === 1 &&
+					( rdescend.test( selector ) || rcombinators.test( selector ) ) ) {
+
+					// Expand context for sibling selectors
+					newContext = rsibling.test( selector ) && testContext( context.parentNode ) ||
+						context;
+
+					// We can use :scope instead of the ID hack if the browser
+					// supports it & if we're not changing the context.
+					if ( newContext !== context || !support.scope ) {
+
+						// Capture the context ID, setting it first if necessary
+						if ( ( nid = context.getAttribute( "id" ) ) ) {
+							nid = nid.replace( rcssescape, fcssescape );
+						} else {
+							context.setAttribute( "id", ( nid = expando ) );
+						}
+					}
+
+					// Prefix every selector in the list
+					groups = tokenize( selector );
+					i = groups.length;
+					while ( i-- ) {
+						groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " +
+							toSelector( groups[ i ] );
+					}
+					newSelector = groups.join( "," );
+				}
+
+				try {
+					push.apply( results,
+						newContext.querySelectorAll( newSelector )
+					);
+					return results;
+				} catch ( qsaError ) {
+					nonnativeSelectorCache( selector, true );
+				} finally {
+					if ( nid === expando ) {
+						context.removeAttribute( "id" );
+					}
+				}
+			}
+		}
+	}
+
+	// All others
+	return select( selector.replace( rtrim, "$1" ), context, results, seed );
+}
+
+/**
+ * Create key-value caches of limited size
+ * @returns {function(string, object)} Returns the Object data after storing it on itself with
+ *	property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength)
+ *	deleting the oldest entry
+ */
+function createCache() {
+	var keys = [];
+
+	function cache( key, value ) {
+
+		// Use (key + " ") to avoid collision with native prototype properties (see Issue #157)
+		if ( keys.push( key + " " ) > Expr.cacheLength ) {
+
+			// Only keep the most recent entries
+			delete cache[ keys.shift() ];
+		}
+		return ( cache[ key + " " ] = value );
+	}
+	return cache;
+}
+
+/**
+ * Mark a function for special use by Sizzle
+ * @param {Function} fn The function to mark
+ */
+function markFunction( fn ) {
+	fn[ expando ] = true;
+	return fn;
+}
+
+/**
+ * Support testing using an element
+ * @param {Function} fn Passed the created element and returns a boolean result
+ */
+function assert( fn ) {
+	var el = document.createElement( "fieldset" );
+
+	try {
+		return !!fn( el );
+	} catch ( e ) {
+		return false;
+	} finally {
+
+		// Remove from its parent by default
+		if ( el.parentNode ) {
+			el.parentNode.removeChild( el );
+		}
+
+		// release memory in IE
+		el = null;
+	}
+}
+
+/**
+ * Adds the same handler for all of the specified attrs
+ * @param {String} attrs Pipe-separated list of attributes
+ * @param {Function} handler The method that will be applied
+ */
+function addHandle( attrs, handler ) {
+	var arr = attrs.split( "|" ),
+		i = arr.length;
+
+	while ( i-- ) {
+		Expr.attrHandle[ arr[ i ] ] = handler;
+	}
+}
+
+/**
+ * Checks document order of two siblings
+ * @param {Element} a
+ * @param {Element} b
+ * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b
+ */
+function siblingCheck( a, b ) {
+	var cur = b && a,
+		diff = cur && a.nodeType === 1 && b.nodeType === 1 &&
+			a.sourceIndex - b.sourceIndex;
+
+	// Use IE sourceIndex if available on both nodes
+	if ( diff ) {
+		return diff;
+	}
+
+	// Check if b follows a
+	if ( cur ) {
+		while ( ( cur = cur.nextSibling ) ) {
+			if ( cur === b ) {
+				return -1;
+			}
+		}
+	}
+
+	return a ? 1 : -1;
+}
+
+/**
+ * Returns a function to use in pseudos for input types
+ * @param {String} type
+ */
+function createInputPseudo( type ) {
+	return function( elem ) {
+		var name = elem.nodeName.toLowerCase();
+		return name === "input" && elem.type === type;
+	};
+}
+
+/**
+ * Returns a function to use in pseudos for buttons
+ * @param {String} type
+ */
+function createButtonPseudo( type ) {
+	return function( elem ) {
+		var name = elem.nodeName.toLowerCase();
+		return ( name === "input" || name === "button" ) && elem.type === type;
+	};
+}
+
+/**
+ * Returns a function to use in pseudos for :enabled/:disabled
+ * @param {Boolean} disabled true for :disabled; false for :enabled
+ */
+function createDisabledPseudo( disabled ) {
+
+	// Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable
+	return function( elem ) {
+
+		// Only certain elements can match :enabled or :disabled
+		// https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled
+		// https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled
+		if ( "form" in elem ) {
+
+			// Check for inherited disabledness on relevant non-disabled elements:
+			// * listed form-associated elements in a disabled fieldset
+			//   https://html.spec.whatwg.org/multipage/forms.html#category-listed
+			//   https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled
+			// * option elements in a disabled optgroup
+			//   https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled
+			// All such elements have a "form" property.
+			if ( elem.parentNode && elem.disabled === false ) {
+
+				// Option elements defer to a parent optgroup if present
+				if ( "label" in elem ) {
+					if ( "label" in elem.parentNode ) {
+						return elem.parentNode.disabled === disabled;
+					} else {
+						return elem.disabled === disabled;
+					}
+				}
+
+				// Support: IE 6 - 11
+				// Use the isDisabled shortcut property to check for disabled fieldset ancestors
+				return elem.isDisabled === disabled ||
+
+					// Where there is no isDisabled, check manually
+					/* jshint -W018 */
+					elem.isDisabled !== !disabled &&
+					inDisabledFieldset( elem ) === disabled;
+			}
+
+			return elem.disabled === disabled;
+
+		// Try to winnow out elements that can't be disabled before trusting the disabled property.
+		// Some victims get caught in our net (label, legend, menu, track), but it shouldn't
+		// even exist on them, let alone have a boolean value.
+		} else if ( "label" in elem ) {
+			return elem.disabled === disabled;
+		}
+
+		// Remaining elements are neither :enabled nor :disabled
+		return false;
+	};
+}
+
+/**
+ * Returns a function to use in pseudos for positionals
+ * @param {Function} fn
+ */
+function createPositionalPseudo( fn ) {
+	return markFunction( function( argument ) {
+		argument = +argument;
+		return markFunction( function( seed, matches ) {
+			var j,
+				matchIndexes = fn( [], seed.length, argument ),
+				i = matchIndexes.length;
+
+			// Match elements found at the specified indexes
+			while ( i-- ) {
+				if ( seed[ ( j = matchIndexes[ i ] ) ] ) {
+					seed[ j ] = !( matches[ j ] = seed[ j ] );
+				}
+			}
+		} );
+	} );
+}
+
+/**
+ * Checks a node for validity as a Sizzle context
+ * @param {Element|Object=} context
+ * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value
+ */
+function testContext( context ) {
+	return context && typeof context.getElementsByTagName !== "undefined" && context;
+}
+
+// Expose support vars for convenience
+support = Sizzle.support = {};
+
+/**
+ * Detects XML nodes
+ * @param {Element|Object} elem An element or a document
+ * @returns {Boolean} True iff elem is a non-HTML XML node
+ */
+isXML = Sizzle.isXML = function( elem ) {
+	var namespace = elem && elem.namespaceURI,
+		docElem = elem && ( elem.ownerDocument || elem ).documentElement;
+
+	// Support: IE <=8
+	// Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
+	// https://bugs.jquery.com/ticket/4833
+	return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" );
+};
+
+/**
+ * Sets document-related variables once based on the current document
+ * @param {Element|Object} [doc] An element or document object to use to set the document
+ * @returns {Object} Returns the current document
+ */
+setDocument = Sizzle.setDocument = function( node ) {
+	var hasCompare, subWindow,
+		doc = node ? node.ownerDocument || node : preferredDoc;
+
+	// Return early if doc is invalid or already selected
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) {
+		return document;
+	}
+
+	// Update global variables
+	document = doc;
+	docElem = document.documentElement;
+	documentIsHTML = !isXML( document );
+
+	// Support: IE 9 - 11+, Edge 12 - 18+
+	// Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936)
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( preferredDoc != document &&
+		( subWindow = document.defaultView ) && subWindow.top !== subWindow ) {
+
+		// Support: IE 11, Edge
+		if ( subWindow.addEventListener ) {
+			subWindow.addEventListener( "unload", unloadHandler, false );
+
+		// Support: IE 9 - 10 only
+		} else if ( subWindow.attachEvent ) {
+			subWindow.attachEvent( "onunload", unloadHandler );
+		}
+	}
+
+	// Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only,
+	// Safari 4 - 5 only, Opera <=11.6 - 12.x only
+	// IE/Edge & older browsers don't support the :scope pseudo-class.
+	// Support: Safari 6.0 only
+	// Safari 6.0 supports :scope but it's an alias of :root there.
+	support.scope = assert( function( el ) {
+		docElem.appendChild( el ).appendChild( document.createElement( "div" ) );
+		return typeof el.querySelectorAll !== "undefined" &&
+			!el.querySelectorAll( ":scope fieldset div" ).length;
+	} );
+
+	/* Attributes
+	---------------------------------------------------------------------- */
+
+	// Support: IE<8
+	// Verify that getAttribute really returns attributes and not properties
+	// (excepting IE8 booleans)
+	support.attributes = assert( function( el ) {
+		el.className = "i";
+		return !el.getAttribute( "className" );
+	} );
+
+	/* getElement(s)By*
+	---------------------------------------------------------------------- */
+
+	// Check if getElementsByTagName("*") returns only elements
+	support.getElementsByTagName = assert( function( el ) {
+		el.appendChild( document.createComment( "" ) );
+		return !el.getElementsByTagName( "*" ).length;
+	} );
+
+	// Support: IE<9
+	support.getElementsByClassName = rnative.test( document.getElementsByClassName );
+
+	// Support: IE<10
+	// Check if getElementById returns elements by name
+	// The broken getElementById methods don't pick up programmatically-set names,
+	// so use a roundabout getElementsByName test
+	support.getById = assert( function( el ) {
+		docElem.appendChild( el ).id = expando;
+		return !document.getElementsByName || !document.getElementsByName( expando ).length;
+	} );
+
+	// ID filter and find
+	if ( support.getById ) {
+		Expr.filter[ "ID" ] = function( id ) {
+			var attrId = id.replace( runescape, funescape );
+			return function( elem ) {
+				return elem.getAttribute( "id" ) === attrId;
+			};
+		};
+		Expr.find[ "ID" ] = function( id, context ) {
+			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
+				var elem = context.getElementById( id );
+				return elem ? [ elem ] : [];
+			}
+		};
+	} else {
+		Expr.filter[ "ID" ] =  function( id ) {
+			var attrId = id.replace( runescape, funescape );
+			return function( elem ) {
+				var node = typeof elem.getAttributeNode !== "undefined" &&
+					elem.getAttributeNode( "id" );
+				return node && node.value === attrId;
+			};
+		};
+
+		// Support: IE 6 - 7 only
+		// getElementById is not reliable as a find shortcut
+		Expr.find[ "ID" ] = function( id, context ) {
+			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
+				var node, i, elems,
+					elem = context.getElementById( id );
+
+				if ( elem ) {
+
+					// Verify the id attribute
+					node = elem.getAttributeNode( "id" );
+					if ( node && node.value === id ) {
+						return [ elem ];
+					}
+
+					// Fall back on getElementsByName
+					elems = context.getElementsByName( id );
+					i = 0;
+					while ( ( elem = elems[ i++ ] ) ) {
+						node = elem.getAttributeNode( "id" );
+						if ( node && node.value === id ) {
+							return [ elem ];
+						}
+					}
+				}
+
+				return [];
+			}
+		};
+	}
+
+	// Tag
+	Expr.find[ "TAG" ] = support.getElementsByTagName ?
+		function( tag, context ) {
+			if ( typeof context.getElementsByTagName !== "undefined" ) {
+				return context.getElementsByTagName( tag );
+
+			// DocumentFragment nodes don't have gEBTN
+			} else if ( support.qsa ) {
+				return context.querySelectorAll( tag );
+			}
+		} :
+
+		function( tag, context ) {
+			var elem,
+				tmp = [],
+				i = 0,
+
+				// By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too
+				results = context.getElementsByTagName( tag );
+
+			// Filter out possible comments
+			if ( tag === "*" ) {
+				while ( ( elem = results[ i++ ] ) ) {
+					if ( elem.nodeType === 1 ) {
+						tmp.push( elem );
+					}
+				}
+
+				return tmp;
+			}
+			return results;
+		};
+
+	// Class
+	Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) {
+		if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) {
+			return context.getElementsByClassName( className );
+		}
+	};
+
+	/* QSA/matchesSelector
+	---------------------------------------------------------------------- */
+
+	// QSA and matchesSelector support
+
+	// matchesSelector(:active) reports false when true (IE9/Opera 11.5)
+	rbuggyMatches = [];
+
+	// qSa(:focus) reports false when true (Chrome 21)
+	// We allow this because of a bug in IE8/9 that throws an error
+	// whenever `document.activeElement` is accessed on an iframe
+	// So, we allow :focus to pass through QSA all the time to avoid the IE error
+	// See https://bugs.jquery.com/ticket/13378
+	rbuggyQSA = [];
+
+	if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) {
+
+		// Build QSA regex
+		// Regex strategy adopted from Diego Perini
+		assert( function( el ) {
+
+			var input;
+
+			// Select is set to empty string on purpose
+			// This is to test IE's treatment of not explicitly
+			// setting a boolean content attribute,
+			// since its presence should be enough
+			// https://bugs.jquery.com/ticket/12359
+			docElem.appendChild( el ).innerHTML = "<a id='" + expando + "'></a>" +
+				"<select id='" + expando + "-\r\\' msallowcapture=''>" +
+				"<option selected=''></option></select>";
+
+			// Support: IE8, Opera 11-12.16
+			// Nothing should be selected when empty strings follow ^= or $= or *=
+			// The test attribute must be unknown in Opera but "safe" for WinRT
+			// https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section
+			if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) {
+				rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" );
+			}
+
+			// Support: IE8
+			// Boolean attributes and "value" are not treated correctly
+			if ( !el.querySelectorAll( "[selected]" ).length ) {
+				rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" );
+			}
+
+			// Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+
+			if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) {
+				rbuggyQSA.push( "~=" );
+			}
+
+			// Support: IE 11+, Edge 15 - 18+
+			// IE 11/Edge don't find elements on a `[name='']` query in some cases.
+			// Adding a temporary attribute to the document before the selection works
+			// around the issue.
+			// Interestingly, IE 10 & older don't seem to have the issue.
+			input = document.createElement( "input" );
+			input.setAttribute( "name", "" );
+			el.appendChild( input );
+			if ( !el.querySelectorAll( "[name='']" ).length ) {
+				rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" +
+					whitespace + "*(?:''|\"\")" );
+			}
+
+			// Webkit/Opera - :checked should return selected option elements
+			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
+			// IE8 throws error here and will not see later tests
+			if ( !el.querySelectorAll( ":checked" ).length ) {
+				rbuggyQSA.push( ":checked" );
+			}
+
+			// Support: Safari 8+, iOS 8+
+			// https://bugs.webkit.org/show_bug.cgi?id=136851
+			// In-page `selector#id sibling-combinator selector` fails
+			if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) {
+				rbuggyQSA.push( ".#.+[+~]" );
+			}
+
+			// Support: Firefox <=3.6 - 5 only
+			// Old Firefox doesn't throw on a badly-escaped identifier.
+			el.querySelectorAll( "\\\f" );
+			rbuggyQSA.push( "[\\r\\n\\f]" );
+		} );
+
+		assert( function( el ) {
+			el.innerHTML = "<a href='' disabled='disabled'></a>" +
+				"<select disabled='disabled'><option/></select>";
+
+			// Support: Windows 8 Native Apps
+			// The type and name attributes are restricted during .innerHTML assignment
+			var input = document.createElement( "input" );
+			input.setAttribute( "type", "hidden" );
+			el.appendChild( input ).setAttribute( "name", "D" );
+
+			// Support: IE8
+			// Enforce case-sensitivity of name attribute
+			if ( el.querySelectorAll( "[name=d]" ).length ) {
+				rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" );
+			}
+
+			// FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled)
+			// IE8 throws error here and will not see later tests
+			if ( el.querySelectorAll( ":enabled" ).length !== 2 ) {
+				rbuggyQSA.push( ":enabled", ":disabled" );
+			}
+
+			// Support: IE9-11+
+			// IE's :disabled selector does not pick up the children of disabled fieldsets
+			docElem.appendChild( el ).disabled = true;
+			if ( el.querySelectorAll( ":disabled" ).length !== 2 ) {
+				rbuggyQSA.push( ":enabled", ":disabled" );
+			}
+
+			// Support: Opera 10 - 11 only
+			// Opera 10-11 does not throw on post-comma invalid pseudos
+			el.querySelectorAll( "*,:x" );
+			rbuggyQSA.push( ",.*:" );
+		} );
+	}
+
+	if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches ||
+		docElem.webkitMatchesSelector ||
+		docElem.mozMatchesSelector ||
+		docElem.oMatchesSelector ||
+		docElem.msMatchesSelector ) ) ) ) {
+
+		assert( function( el ) {
+
+			// Check to see if it's possible to do matchesSelector
+			// on a disconnected node (IE 9)
+			support.disconnectedMatch = matches.call( el, "*" );
+
+			// This should fail with an exception
+			// Gecko does not error, returns false instead
+			matches.call( el, "[s!='']:x" );
+			rbuggyMatches.push( "!=", pseudos );
+		} );
+	}
+
+	rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) );
+	rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) );
+
+	/* Contains
+	---------------------------------------------------------------------- */
+	hasCompare = rnative.test( docElem.compareDocumentPosition );
+
+	// Element contains another
+	// Purposefully self-exclusive
+	// As in, an element does not contain itself
+	contains = hasCompare || rnative.test( docElem.contains ) ?
+		function( a, b ) {
+			var adown = a.nodeType === 9 ? a.documentElement : a,
+				bup = b && b.parentNode;
+			return a === bup || !!( bup && bup.nodeType === 1 && (
+				adown.contains ?
+					adown.contains( bup ) :
+					a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16
+			) );
+		} :
+		function( a, b ) {
+			if ( b ) {
+				while ( ( b = b.parentNode ) ) {
+					if ( b === a ) {
+						return true;
+					}
+				}
+			}
+			return false;
+		};
+
+	/* Sorting
+	---------------------------------------------------------------------- */
+
+	// Document order sorting
+	sortOrder = hasCompare ?
+	function( a, b ) {
+
+		// Flag for duplicate removal
+		if ( a === b ) {
+			hasDuplicate = true;
+			return 0;
+		}
+
+		// Sort on method existence if only one input has compareDocumentPosition
+		var compare = !a.compareDocumentPosition - !b.compareDocumentPosition;
+		if ( compare ) {
+			return compare;
+		}
+
+		// Calculate position if both inputs belong to the same document
+		// Support: IE 11+, Edge 17 - 18+
+		// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+		// two documents; shallow comparisons work.
+		// eslint-disable-next-line eqeqeq
+		compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ?
+			a.compareDocumentPosition( b ) :
+
+			// Otherwise we know they are disconnected
+			1;
+
+		// Disconnected nodes
+		if ( compare & 1 ||
+			( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) {
+
+			// Choose the first element that is related to our preferred document
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			// eslint-disable-next-line eqeqeq
+			if ( a == document || a.ownerDocument == preferredDoc &&
+				contains( preferredDoc, a ) ) {
+				return -1;
+			}
+
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			// eslint-disable-next-line eqeqeq
+			if ( b == document || b.ownerDocument == preferredDoc &&
+				contains( preferredDoc, b ) ) {
+				return 1;
+			}
+
+			// Maintain original order
+			return sortInput ?
+				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
+				0;
+		}
+
+		return compare & 4 ? -1 : 1;
+	} :
+	function( a, b ) {
+
+		// Exit early if the nodes are identical
+		if ( a === b ) {
+			hasDuplicate = true;
+			return 0;
+		}
+
+		var cur,
+			i = 0,
+			aup = a.parentNode,
+			bup = b.parentNode,
+			ap = [ a ],
+			bp = [ b ];
+
+		// Parentless nodes are either documents or disconnected
+		if ( !aup || !bup ) {
+
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			/* eslint-disable eqeqeq */
+			return a == document ? -1 :
+				b == document ? 1 :
+				/* eslint-enable eqeqeq */
+				aup ? -1 :
+				bup ? 1 :
+				sortInput ?
+				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
+				0;
+
+		// If the nodes are siblings, we can do a quick check
+		} else if ( aup === bup ) {
+			return siblingCheck( a, b );
+		}
+
+		// Otherwise we need full lists of their ancestors for comparison
+		cur = a;
+		while ( ( cur = cur.parentNode ) ) {
+			ap.unshift( cur );
+		}
+		cur = b;
+		while ( ( cur = cur.parentNode ) ) {
+			bp.unshift( cur );
+		}
+
+		// Walk down the tree looking for a discrepancy
+		while ( ap[ i ] === bp[ i ] ) {
+			i++;
+		}
+
+		return i ?
+
+			// Do a sibling check if the nodes have a common ancestor
+			siblingCheck( ap[ i ], bp[ i ] ) :
+
+			// Otherwise nodes in our document sort first
+			// Support: IE 11+, Edge 17 - 18+
+			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+			// two documents; shallow comparisons work.
+			/* eslint-disable eqeqeq */
+			ap[ i ] == preferredDoc ? -1 :
+			bp[ i ] == preferredDoc ? 1 :
+			/* eslint-enable eqeqeq */
+			0;
+	};
+
+	return document;
+};
+
+Sizzle.matches = function( expr, elements ) {
+	return Sizzle( expr, null, null, elements );
+};
+
+Sizzle.matchesSelector = function( elem, expr ) {
+	setDocument( elem );
+
+	if ( support.matchesSelector && documentIsHTML &&
+		!nonnativeSelectorCache[ expr + " " ] &&
+		( !rbuggyMatches || !rbuggyMatches.test( expr ) ) &&
+		( !rbuggyQSA     || !rbuggyQSA.test( expr ) ) ) {
+
+		try {
+			var ret = matches.call( elem, expr );
+
+			// IE 9's matchesSelector returns false on disconnected nodes
+			if ( ret || support.disconnectedMatch ||
+
+				// As well, disconnected nodes are said to be in a document
+				// fragment in IE 9
+				elem.document && elem.document.nodeType !== 11 ) {
+				return ret;
+			}
+		} catch ( e ) {
+			nonnativeSelectorCache( expr, true );
+		}
+	}
+
+	return Sizzle( expr, document, null, [ elem ] ).length > 0;
+};
+
+Sizzle.contains = function( context, elem ) {
+
+	// Set document vars if needed
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( ( context.ownerDocument || context ) != document ) {
+		setDocument( context );
+	}
+	return contains( context, elem );
+};
+
+Sizzle.attr = function( elem, name ) {
+
+	// Set document vars if needed
+	// Support: IE 11+, Edge 17 - 18+
+	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+	// two documents; shallow comparisons work.
+	// eslint-disable-next-line eqeqeq
+	if ( ( elem.ownerDocument || elem ) != document ) {
+		setDocument( elem );
+	}
+
+	var fn = Expr.attrHandle[ name.toLowerCase() ],
+
+		// Don't get fooled by Object.prototype properties (jQuery #13807)
+		val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ?
+			fn( elem, name, !documentIsHTML ) :
+			undefined;
+
+	return val !== undefined ?
+		val :
+		support.attributes || !documentIsHTML ?
+			elem.getAttribute( name ) :
+			( val = elem.getAttributeNode( name ) ) && val.specified ?
+				val.value :
+				null;
+};
+
+Sizzle.escape = function( sel ) {
+	return ( sel + "" ).replace( rcssescape, fcssescape );
+};
+
+Sizzle.error = function( msg ) {
+	throw new Error( "Syntax error, unrecognized expression: " + msg );
+};
+
+/**
+ * Document sorting and removing duplicates
+ * @param {ArrayLike} results
+ */
+Sizzle.uniqueSort = function( results ) {
+	var elem,
+		duplicates = [],
+		j = 0,
+		i = 0;
+
+	// Unless we *know* we can detect duplicates, assume their presence
+	hasDuplicate = !support.detectDuplicates;
+	sortInput = !support.sortStable && results.slice( 0 );
+	results.sort( sortOrder );
+
+	if ( hasDuplicate ) {
+		while ( ( elem = results[ i++ ] ) ) {
+			if ( elem === results[ i ] ) {
+				j = duplicates.push( i );
+			}
+		}
+		while ( j-- ) {
+			results.splice( duplicates[ j ], 1 );
+		}
+	}
+
+	// Clear input after sorting to release objects
+	// See https://github.com/jquery/sizzle/pull/225
+	sortInput = null;
+
+	return results;
+};
+
+/**
+ * Utility function for retrieving the text value of an array of DOM nodes
+ * @param {Array|Element} elem
+ */
+getText = Sizzle.getText = function( elem ) {
+	var node,
+		ret = "",
+		i = 0,
+		nodeType = elem.nodeType;
+
+	if ( !nodeType ) {
+
+		// If no nodeType, this is expected to be an array
+		while ( ( node = elem[ i++ ] ) ) {
+
+			// Do not traverse comment nodes
+			ret += getText( node );
+		}
+	} else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) {
+
+		// Use textContent for elements
+		// innerText usage removed for consistency of new lines (jQuery #11153)
+		if ( typeof elem.textContent === "string" ) {
+			return elem.textContent;
+		} else {
+
+			// Traverse its children
+			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
+				ret += getText( elem );
+			}
+		}
+	} else if ( nodeType === 3 || nodeType === 4 ) {
+		return elem.nodeValue;
+	}
+
+	// Do not include comment or processing instruction nodes
+
+	return ret;
+};
+
+Expr = Sizzle.selectors = {
+
+	// Can be adjusted by the user
+	cacheLength: 50,
+
+	createPseudo: markFunction,
+
+	match: matchExpr,
+
+	attrHandle: {},
+
+	find: {},
+
+	relative: {
+		">": { dir: "parentNode", first: true },
+		" ": { dir: "parentNode" },
+		"+": { dir: "previousSibling", first: true },
+		"~": { dir: "previousSibling" }
+	},
+
+	preFilter: {
+		"ATTR": function( match ) {
+			match[ 1 ] = match[ 1 ].replace( runescape, funescape );
+
+			// Move the given value to match[3] whether quoted or unquoted
+			match[ 3 ] = ( match[ 3 ] || match[ 4 ] ||
+				match[ 5 ] || "" ).replace( runescape, funescape );
+
+			if ( match[ 2 ] === "~=" ) {
+				match[ 3 ] = " " + match[ 3 ] + " ";
+			}
+
+			return match.slice( 0, 4 );
+		},
+
+		"CHILD": function( match ) {
+
+			/* matches from matchExpr["CHILD"]
+				1 type (only|nth|...)
+				2 what (child|of-type)
+				3 argument (even|odd|\d*|\d*n([+-]\d+)?|...)
+				4 xn-component of xn+y argument ([+-]?\d*n|)
+				5 sign of xn-component
+				6 x of xn-component
+				7 sign of y-component
+				8 y of y-component
+			*/
+			match[ 1 ] = match[ 1 ].toLowerCase();
+
+			if ( match[ 1 ].slice( 0, 3 ) === "nth" ) {
+
+				// nth-* requires argument
+				if ( !match[ 3 ] ) {
+					Sizzle.error( match[ 0 ] );
+				}
+
+				// numeric x and y parameters for Expr.filter.CHILD
+				// remember that false/true cast respectively to 0/1
+				match[ 4 ] = +( match[ 4 ] ?
+					match[ 5 ] + ( match[ 6 ] || 1 ) :
+					2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) );
+				match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" );
+
+				// other types prohibit arguments
+			} else if ( match[ 3 ] ) {
+				Sizzle.error( match[ 0 ] );
+			}
+
+			return match;
+		},
+
+		"PSEUDO": function( match ) {
+			var excess,
+				unquoted = !match[ 6 ] && match[ 2 ];
+
+			if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) {
+				return null;
+			}
+
+			// Accept quoted arguments as-is
+			if ( match[ 3 ] ) {
+				match[ 2 ] = match[ 4 ] || match[ 5 ] || "";
+
+			// Strip excess characters from unquoted arguments
+			} else if ( unquoted && rpseudo.test( unquoted ) &&
+
+				// Get excess from tokenize (recursively)
+				( excess = tokenize( unquoted, true ) ) &&
+
+				// advance to the next closing parenthesis
+				( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) {
+
+				// excess is a negative index
+				match[ 0 ] = match[ 0 ].slice( 0, excess );
+				match[ 2 ] = unquoted.slice( 0, excess );
+			}
+
+			// Return only captures needed by the pseudo filter method (type and argument)
+			return match.slice( 0, 3 );
+		}
+	},
+
+	filter: {
+
+		"TAG": function( nodeNameSelector ) {
+			var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase();
+			return nodeNameSelector === "*" ?
+				function() {
+					return true;
+				} :
+				function( elem ) {
+					return elem.nodeName && elem.nodeName.toLowerCase() === nodeName;
+				};
+		},
+
+		"CLASS": function( className ) {
+			var pattern = classCache[ className + " " ];
+
+			return pattern ||
+				( pattern = new RegExp( "(^|" + whitespace +
+					")" + className + "(" + whitespace + "|$)" ) ) && classCache(
+						className, function( elem ) {
+							return pattern.test(
+								typeof elem.className === "string" && elem.className ||
+								typeof elem.getAttribute !== "undefined" &&
+									elem.getAttribute( "class" ) ||
+								""
+							);
+				} );
+		},
+
+		"ATTR": function( name, operator, check ) {
+			return function( elem ) {
+				var result = Sizzle.attr( elem, name );
+
+				if ( result == null ) {
+					return operator === "!=";
+				}
+				if ( !operator ) {
+					return true;
+				}
+
+				result += "";
+
+				/* eslint-disable max-len */
+
+				return operator === "=" ? result === check :
+					operator === "!=" ? result !== check :
+					operator === "^=" ? check && result.indexOf( check ) === 0 :
+					operator === "*=" ? check && result.indexOf( check ) > -1 :
+					operator === "$=" ? check && result.slice( -check.length ) === check :
+					operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 :
+					operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" :
+					false;
+				/* eslint-enable max-len */
+
+			};
+		},
+
+		"CHILD": function( type, what, _argument, first, last ) {
+			var simple = type.slice( 0, 3 ) !== "nth",
+				forward = type.slice( -4 ) !== "last",
+				ofType = what === "of-type";
+
+			return first === 1 && last === 0 ?
+
+				// Shortcut for :nth-*(n)
+				function( elem ) {
+					return !!elem.parentNode;
+				} :
+
+				function( elem, _context, xml ) {
+					var cache, uniqueCache, outerCache, node, nodeIndex, start,
+						dir = simple !== forward ? "nextSibling" : "previousSibling",
+						parent = elem.parentNode,
+						name = ofType && elem.nodeName.toLowerCase(),
+						useCache = !xml && !ofType,
+						diff = false;
+
+					if ( parent ) {
+
+						// :(first|last|only)-(child|of-type)
+						if ( simple ) {
+							while ( dir ) {
+								node = elem;
+								while ( ( node = node[ dir ] ) ) {
+									if ( ofType ?
+										node.nodeName.toLowerCase() === name :
+										node.nodeType === 1 ) {
+
+										return false;
+									}
+								}
+
+								// Reverse direction for :only-* (if we haven't yet done so)
+								start = dir = type === "only" && !start && "nextSibling";
+							}
+							return true;
+						}
+
+						start = [ forward ? parent.firstChild : parent.lastChild ];
+
+						// non-xml :nth-child(...) stores cache data on `parent`
+						if ( forward && useCache ) {
+
+							// Seek `elem` from a previously-cached index
+
+							// ...in a gzip-friendly way
+							node = parent;
+							outerCache = node[ expando ] || ( node[ expando ] = {} );
+
+							// Support: IE <9 only
+							// Defend against cloned attroperties (jQuery gh-1709)
+							uniqueCache = outerCache[ node.uniqueID ] ||
+								( outerCache[ node.uniqueID ] = {} );
+
+							cache = uniqueCache[ type ] || [];
+							nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
+							diff = nodeIndex && cache[ 2 ];
+							node = nodeIndex && parent.childNodes[ nodeIndex ];
+
+							while ( ( node = ++nodeIndex && node && node[ dir ] ||
+
+								// Fallback to seeking `elem` from the start
+								( diff = nodeIndex = 0 ) || start.pop() ) ) {
+
+								// When found, cache indexes on `parent` and break
+								if ( node.nodeType === 1 && ++diff && node === elem ) {
+									uniqueCache[ type ] = [ dirruns, nodeIndex, diff ];
+									break;
+								}
+							}
+
+						} else {
+
+							// Use previously-cached element index if available
+							if ( useCache ) {
+
+								// ...in a gzip-friendly way
+								node = elem;
+								outerCache = node[ expando ] || ( node[ expando ] = {} );
+
+								// Support: IE <9 only
+								// Defend against cloned attroperties (jQuery gh-1709)
+								uniqueCache = outerCache[ node.uniqueID ] ||
+									( outerCache[ node.uniqueID ] = {} );
+
+								cache = uniqueCache[ type ] || [];
+								nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
+								diff = nodeIndex;
+							}
+
+							// xml :nth-child(...)
+							// or :nth-last-child(...) or :nth(-last)?-of-type(...)
+							if ( diff === false ) {
+
+								// Use the same loop as above to seek `elem` from the start
+								while ( ( node = ++nodeIndex && node && node[ dir ] ||
+									( diff = nodeIndex = 0 ) || start.pop() ) ) {
+
+									if ( ( ofType ?
+										node.nodeName.toLowerCase() === name :
+										node.nodeType === 1 ) &&
+										++diff ) {
+
+										// Cache the index of each encountered element
+										if ( useCache ) {
+											outerCache = node[ expando ] ||
+												( node[ expando ] = {} );
+
+											// Support: IE <9 only
+											// Defend against cloned attroperties (jQuery gh-1709)
+											uniqueCache = outerCache[ node.uniqueID ] ||
+												( outerCache[ node.uniqueID ] = {} );
+
+											uniqueCache[ type ] = [ dirruns, diff ];
+										}
+
+										if ( node === elem ) {
+											break;
+										}
+									}
+								}
+							}
+						}
+
+						// Incorporate the offset, then check against cycle size
+						diff -= last;
+						return diff === first || ( diff % first === 0 && diff / first >= 0 );
+					}
+				};
+		},
+
+		"PSEUDO": function( pseudo, argument ) {
+
+			// pseudo-class names are case-insensitive
+			// http://www.w3.org/TR/selectors/#pseudo-classes
+			// Prioritize by case sensitivity in case custom pseudos are added with uppercase letters
+			// Remember that setFilters inherits from pseudos
+			var args,
+				fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] ||
+					Sizzle.error( "unsupported pseudo: " + pseudo );
+
+			// The user may use createPseudo to indicate that
+			// arguments are needed to create the filter function
+			// just as Sizzle does
+			if ( fn[ expando ] ) {
+				return fn( argument );
+			}
+
+			// But maintain support for old signatures
+			if ( fn.length > 1 ) {
+				args = [ pseudo, pseudo, "", argument ];
+				return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ?
+					markFunction( function( seed, matches ) {
+						var idx,
+							matched = fn( seed, argument ),
+							i = matched.length;
+						while ( i-- ) {
+							idx = indexOf( seed, matched[ i ] );
+							seed[ idx ] = !( matches[ idx ] = matched[ i ] );
+						}
+					} ) :
+					function( elem ) {
+						return fn( elem, 0, args );
+					};
+			}
+
+			return fn;
+		}
+	},
+
+	pseudos: {
+
+		// Potentially complex pseudos
+		"not": markFunction( function( selector ) {
+
+			// Trim the selector passed to compile
+			// to avoid treating leading and trailing
+			// spaces as combinators
+			var input = [],
+				results = [],
+				matcher = compile( selector.replace( rtrim, "$1" ) );
+
+			return matcher[ expando ] ?
+				markFunction( function( seed, matches, _context, xml ) {
+					var elem,
+						unmatched = matcher( seed, null, xml, [] ),
+						i = seed.length;
+
+					// Match elements unmatched by `matcher`
+					while ( i-- ) {
+						if ( ( elem = unmatched[ i ] ) ) {
+							seed[ i ] = !( matches[ i ] = elem );
+						}
+					}
+				} ) :
+				function( elem, _context, xml ) {
+					input[ 0 ] = elem;
+					matcher( input, null, xml, results );
+
+					// Don't keep the element (issue #299)
+					input[ 0 ] = null;
+					return !results.pop();
+				};
+		} ),
+
+		"has": markFunction( function( selector ) {
+			return function( elem ) {
+				return Sizzle( selector, elem ).length > 0;
+			};
+		} ),
+
+		"contains": markFunction( function( text ) {
+			text = text.replace( runescape, funescape );
+			return function( elem ) {
+				return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1;
+			};
+		} ),
+
+		// "Whether an element is represented by a :lang() selector
+		// is based solely on the element's language value
+		// being equal to the identifier C,
+		// or beginning with the identifier C immediately followed by "-".
+		// The matching of C against the element's language value is performed case-insensitively.
+		// The identifier C does not have to be a valid language name."
+		// http://www.w3.org/TR/selectors/#lang-pseudo
+		"lang": markFunction( function( lang ) {
+
+			// lang value must be a valid identifier
+			if ( !ridentifier.test( lang || "" ) ) {
+				Sizzle.error( "unsupported lang: " + lang );
+			}
+			lang = lang.replace( runescape, funescape ).toLowerCase();
+			return function( elem ) {
+				var elemLang;
+				do {
+					if ( ( elemLang = documentIsHTML ?
+						elem.lang :
+						elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) {
+
+						elemLang = elemLang.toLowerCase();
+						return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0;
+					}
+				} while ( ( elem = elem.parentNode ) && elem.nodeType === 1 );
+				return false;
+			};
+		} ),
+
+		// Miscellaneous
+		"target": function( elem ) {
+			var hash = window.location && window.location.hash;
+			return hash && hash.slice( 1 ) === elem.id;
+		},
+
+		"root": function( elem ) {
+			return elem === docElem;
+		},
+
+		"focus": function( elem ) {
+			return elem === document.activeElement &&
+				( !document.hasFocus || document.hasFocus() ) &&
+				!!( elem.type || elem.href || ~elem.tabIndex );
+		},
+
+		// Boolean properties
+		"enabled": createDisabledPseudo( false ),
+		"disabled": createDisabledPseudo( true ),
+
+		"checked": function( elem ) {
+
+			// In CSS3, :checked should return both checked and selected elements
+			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
+			var nodeName = elem.nodeName.toLowerCase();
+			return ( nodeName === "input" && !!elem.checked ) ||
+				( nodeName === "option" && !!elem.selected );
+		},
+
+		"selected": function( elem ) {
+
+			// Accessing this property makes selected-by-default
+			// options in Safari work properly
+			if ( elem.parentNode ) {
+				// eslint-disable-next-line no-unused-expressions
+				elem.parentNode.selectedIndex;
+			}
+
+			return elem.selected === true;
+		},
+
+		// Contents
+		"empty": function( elem ) {
+
+			// http://www.w3.org/TR/selectors/#empty-pseudo
+			// :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5),
+			//   but not by others (comment: 8; processing instruction: 7; etc.)
+			// nodeType < 6 works because attributes (2) do not appear as children
+			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
+				if ( elem.nodeType < 6 ) {
+					return false;
+				}
+			}
+			return true;
+		},
+
+		"parent": function( elem ) {
+			return !Expr.pseudos[ "empty" ]( elem );
+		},
+
+		// Element/input types
+		"header": function( elem ) {
+			return rheader.test( elem.nodeName );
+		},
+
+		"input": function( elem ) {
+			return rinputs.test( elem.nodeName );
+		},
+
+		"button": function( elem ) {
+			var name = elem.nodeName.toLowerCase();
+			return name === "input" && elem.type === "button" || name === "button";
+		},
+
+		"text": function( elem ) {
+			var attr;
+			return elem.nodeName.toLowerCase() === "input" &&
+				elem.type === "text" &&
+
+				// Support: IE<8
+				// New HTML5 attribute values (e.g., "search") appear with elem.type === "text"
+				( ( attr = elem.getAttribute( "type" ) ) == null ||
+					attr.toLowerCase() === "text" );
+		},
+
+		// Position-in-collection
+		"first": createPositionalPseudo( function() {
+			return [ 0 ];
+		} ),
+
+		"last": createPositionalPseudo( function( _matchIndexes, length ) {
+			return [ length - 1 ];
+		} ),
+
+		"eq": createPositionalPseudo( function( _matchIndexes, length, argument ) {
+			return [ argument < 0 ? argument + length : argument ];
+		} ),
+
+		"even": createPositionalPseudo( function( matchIndexes, length ) {
+			var i = 0;
+			for ( ; i < length; i += 2 ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} ),
+
+		"odd": createPositionalPseudo( function( matchIndexes, length ) {
+			var i = 1;
+			for ( ; i < length; i += 2 ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} ),
+
+		"lt": createPositionalPseudo( function( matchIndexes, length, argument ) {
+			var i = argument < 0 ?
+				argument + length :
+				argument > length ?
+					length :
+					argument;
+			for ( ; --i >= 0; ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} ),
+
+		"gt": createPositionalPseudo( function( matchIndexes, length, argument ) {
+			var i = argument < 0 ? argument + length : argument;
+			for ( ; ++i < length; ) {
+				matchIndexes.push( i );
+			}
+			return matchIndexes;
+		} )
+	}
+};
+
+Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ];
+
+// Add button/input type pseudos
+for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) {
+	Expr.pseudos[ i ] = createInputPseudo( i );
+}
+for ( i in { submit: true, reset: true } ) {
+	Expr.pseudos[ i ] = createButtonPseudo( i );
+}
+
+// Easy API for creating new setFilters
+function setFilters() {}
+setFilters.prototype = Expr.filters = Expr.pseudos;
+Expr.setFilters = new setFilters();
+
+tokenize = Sizzle.tokenize = function( selector, parseOnly ) {
+	var matched, match, tokens, type,
+		soFar, groups, preFilters,
+		cached = tokenCache[ selector + " " ];
+
+	if ( cached ) {
+		return parseOnly ? 0 : cached.slice( 0 );
+	}
+
+	soFar = selector;
+	groups = [];
+	preFilters = Expr.preFilter;
+
+	while ( soFar ) {
+
+		// Comma and first run
+		if ( !matched || ( match = rcomma.exec( soFar ) ) ) {
+			if ( match ) {
+
+				// Don't consume trailing commas as valid
+				soFar = soFar.slice( match[ 0 ].length ) || soFar;
+			}
+			groups.push( ( tokens = [] ) );
+		}
+
+		matched = false;
+
+		// Combinators
+		if ( ( match = rcombinators.exec( soFar ) ) ) {
+			matched = match.shift();
+			tokens.push( {
+				value: matched,
+
+				// Cast descendant combinators to space
+				type: match[ 0 ].replace( rtrim, " " )
+			} );
+			soFar = soFar.slice( matched.length );
+		}
+
+		// Filters
+		for ( type in Expr.filter ) {
+			if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] ||
+				( match = preFilters[ type ]( match ) ) ) ) {
+				matched = match.shift();
+				tokens.push( {
+					value: matched,
+					type: type,
+					matches: match
+				} );
+				soFar = soFar.slice( matched.length );
+			}
+		}
+
+		if ( !matched ) {
+			break;
+		}
+	}
+
+	// Return the length of the invalid excess
+	// if we're just parsing
+	// Otherwise, throw an error or return tokens
+	return parseOnly ?
+		soFar.length :
+		soFar ?
+			Sizzle.error( selector ) :
+
+			// Cache the tokens
+			tokenCache( selector, groups ).slice( 0 );
+};
+
+function toSelector( tokens ) {
+	var i = 0,
+		len = tokens.length,
+		selector = "";
+	for ( ; i < len; i++ ) {
+		selector += tokens[ i ].value;
+	}
+	return selector;
+}
+
+function addCombinator( matcher, combinator, base ) {
+	var dir = combinator.dir,
+		skip = combinator.next,
+		key = skip || dir,
+		checkNonElements = base && key === "parentNode",
+		doneName = done++;
+
+	return combinator.first ?
+
+		// Check against closest ancestor/preceding element
+		function( elem, context, xml ) {
+			while ( ( elem = elem[ dir ] ) ) {
+				if ( elem.nodeType === 1 || checkNonElements ) {
+					return matcher( elem, context, xml );
+				}
+			}
+			return false;
+		} :
+
+		// Check against all ancestor/preceding elements
+		function( elem, context, xml ) {
+			var oldCache, uniqueCache, outerCache,
+				newCache = [ dirruns, doneName ];
+
+			// We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching
+			if ( xml ) {
+				while ( ( elem = elem[ dir ] ) ) {
+					if ( elem.nodeType === 1 || checkNonElements ) {
+						if ( matcher( elem, context, xml ) ) {
+							return true;
+						}
+					}
+				}
+			} else {
+				while ( ( elem = elem[ dir ] ) ) {
+					if ( elem.nodeType === 1 || checkNonElements ) {
+						outerCache = elem[ expando ] || ( elem[ expando ] = {} );
+
+						// Support: IE <9 only
+						// Defend against cloned attroperties (jQuery gh-1709)
+						uniqueCache = outerCache[ elem.uniqueID ] ||
+							( outerCache[ elem.uniqueID ] = {} );
+
+						if ( skip && skip === elem.nodeName.toLowerCase() ) {
+							elem = elem[ dir ] || elem;
+						} else if ( ( oldCache = uniqueCache[ key ] ) &&
+							oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) {
+
+							// Assign to newCache so results back-propagate to previous elements
+							return ( newCache[ 2 ] = oldCache[ 2 ] );
+						} else {
+
+							// Reuse newcache so results back-propagate to previous elements
+							uniqueCache[ key ] = newCache;
+
+							// A match means we're done; a fail means we have to keep checking
+							if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) {
+								return true;
+							}
+						}
+					}
+				}
+			}
+			return false;
+		};
+}
+
+function elementMatcher( matchers ) {
+	return matchers.length > 1 ?
+		function( elem, context, xml ) {
+			var i = matchers.length;
+			while ( i-- ) {
+				if ( !matchers[ i ]( elem, context, xml ) ) {
+					return false;
+				}
+			}
+			return true;
+		} :
+		matchers[ 0 ];
+}
+
+function multipleContexts( selector, contexts, results ) {
+	var i = 0,
+		len = contexts.length;
+	for ( ; i < len; i++ ) {
+		Sizzle( selector, contexts[ i ], results );
+	}
+	return results;
+}
+
+function condense( unmatched, map, filter, context, xml ) {
+	var elem,
+		newUnmatched = [],
+		i = 0,
+		len = unmatched.length,
+		mapped = map != null;
+
+	for ( ; i < len; i++ ) {
+		if ( ( elem = unmatched[ i ] ) ) {
+			if ( !filter || filter( elem, context, xml ) ) {
+				newUnmatched.push( elem );
+				if ( mapped ) {
+					map.push( i );
+				}
+			}
+		}
+	}
+
+	return newUnmatched;
+}
+
+function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) {
+	if ( postFilter && !postFilter[ expando ] ) {
+		postFilter = setMatcher( postFilter );
+	}
+	if ( postFinder && !postFinder[ expando ] ) {
+		postFinder = setMatcher( postFinder, postSelector );
+	}
+	return markFunction( function( seed, results, context, xml ) {
+		var temp, i, elem,
+			preMap = [],
+			postMap = [],
+			preexisting = results.length,
+
+			// Get initial elements from seed or context
+			elems = seed || multipleContexts(
+				selector || "*",
+				context.nodeType ? [ context ] : context,
+				[]
+			),
+
+			// Prefilter to get matcher input, preserving a map for seed-results synchronization
+			matcherIn = preFilter && ( seed || !selector ) ?
+				condense( elems, preMap, preFilter, context, xml ) :
+				elems,
+
+			matcherOut = matcher ?
+
+				// If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results,
+				postFinder || ( seed ? preFilter : preexisting || postFilter ) ?
+
+					// ...intermediate processing is necessary
+					[] :
+
+					// ...otherwise use results directly
+					results :
+				matcherIn;
+
+		// Find primary matches
+		if ( matcher ) {
+			matcher( matcherIn, matcherOut, context, xml );
+		}
+
+		// Apply postFilter
+		if ( postFilter ) {
+			temp = condense( matcherOut, postMap );
+			postFilter( temp, [], context, xml );
+
+			// Un-match failing elements by moving them back to matcherIn
+			i = temp.length;
+			while ( i-- ) {
+				if ( ( elem = temp[ i ] ) ) {
+					matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem );
+				}
+			}
+		}
+
+		if ( seed ) {
+			if ( postFinder || preFilter ) {
+				if ( postFinder ) {
+
+					// Get the final matcherOut by condensing this intermediate into postFinder contexts
+					temp = [];
+					i = matcherOut.length;
+					while ( i-- ) {
+						if ( ( elem = matcherOut[ i ] ) ) {
+
+							// Restore matcherIn since elem is not yet a final match
+							temp.push( ( matcherIn[ i ] = elem ) );
+						}
+					}
+					postFinder( null, ( matcherOut = [] ), temp, xml );
+				}
+
+				// Move matched elements from seed to results to keep them synchronized
+				i = matcherOut.length;
+				while ( i-- ) {
+					if ( ( elem = matcherOut[ i ] ) &&
+						( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) {
+
+						seed[ temp ] = !( results[ temp ] = elem );
+					}
+				}
+			}
+
+		// Add elements to results, through postFinder if defined
+		} else {
+			matcherOut = condense(
+				matcherOut === results ?
+					matcherOut.splice( preexisting, matcherOut.length ) :
+					matcherOut
+			);
+			if ( postFinder ) {
+				postFinder( null, results, matcherOut, xml );
+			} else {
+				push.apply( results, matcherOut );
+			}
+		}
+	} );
+}
+
+function matcherFromTokens( tokens ) {
+	var checkContext, matcher, j,
+		len = tokens.length,
+		leadingRelative = Expr.relative[ tokens[ 0 ].type ],
+		implicitRelative = leadingRelative || Expr.relative[ " " ],
+		i = leadingRelative ? 1 : 0,
+
+		// The foundational matcher ensures that elements are reachable from top-level context(s)
+		matchContext = addCombinator( function( elem ) {
+			return elem === checkContext;
+		}, implicitRelative, true ),
+		matchAnyContext = addCombinator( function( elem ) {
+			return indexOf( checkContext, elem ) > -1;
+		}, implicitRelative, true ),
+		matchers = [ function( elem, context, xml ) {
+			var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || (
+				( checkContext = context ).nodeType ?
+					matchContext( elem, context, xml ) :
+					matchAnyContext( elem, context, xml ) );
+
+			// Avoid hanging onto element (issue #299)
+			checkContext = null;
+			return ret;
+		} ];
+
+	for ( ; i < len; i++ ) {
+		if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) {
+			matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ];
+		} else {
+			matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches );
+
+			// Return special upon seeing a positional matcher
+			if ( matcher[ expando ] ) {
+
+				// Find the next relative operator (if any) for proper handling
+				j = ++i;
+				for ( ; j < len; j++ ) {
+					if ( Expr.relative[ tokens[ j ].type ] ) {
+						break;
+					}
+				}
+				return setMatcher(
+					i > 1 && elementMatcher( matchers ),
+					i > 1 && toSelector(
+
+					// If the preceding token was a descendant combinator, insert an implicit any-element `*`
+					tokens
+						.slice( 0, i - 1 )
+						.concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } )
+					).replace( rtrim, "$1" ),
+					matcher,
+					i < j && matcherFromTokens( tokens.slice( i, j ) ),
+					j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ),
+					j < len && toSelector( tokens )
+				);
+			}
+			matchers.push( matcher );
+		}
+	}
+
+	return elementMatcher( matchers );
+}
+
+function matcherFromGroupMatchers( elementMatchers, setMatchers ) {
+	var bySet = setMatchers.length > 0,
+		byElement = elementMatchers.length > 0,
+		superMatcher = function( seed, context, xml, results, outermost ) {
+			var elem, j, matcher,
+				matchedCount = 0,
+				i = "0",
+				unmatched = seed && [],
+				setMatched = [],
+				contextBackup = outermostContext,
+
+				// We must always have either seed elements or outermost context
+				elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ),
+
+				// Use integer dirruns iff this is the outermost matcher
+				dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ),
+				len = elems.length;
+
+			if ( outermost ) {
+
+				// Support: IE 11+, Edge 17 - 18+
+				// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+				// two documents; shallow comparisons work.
+				// eslint-disable-next-line eqeqeq
+				outermostContext = context == document || context || outermost;
+			}
+
+			// Add elements passing elementMatchers directly to results
+			// Support: IE<9, Safari
+			// Tolerate NodeList properties (IE: "length"; Safari: <number>) matching elements by id
+			for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) {
+				if ( byElement && elem ) {
+					j = 0;
+
+					// Support: IE 11+, Edge 17 - 18+
+					// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
+					// two documents; shallow comparisons work.
+					// eslint-disable-next-line eqeqeq
+					if ( !context && elem.ownerDocument != document ) {
+						setDocument( elem );
+						xml = !documentIsHTML;
+					}
+					while ( ( matcher = elementMatchers[ j++ ] ) ) {
+						if ( matcher( elem, context || document, xml ) ) {
+							results.push( elem );
+							break;
+						}
+					}
+					if ( outermost ) {
+						dirruns = dirrunsUnique;
+					}
+				}
+
+				// Track unmatched elements for set filters
+				if ( bySet ) {
+
+					// They will have gone through all possible matchers
+					if ( ( elem = !matcher && elem ) ) {
+						matchedCount--;
+					}
+
+					// Lengthen the array for every element, matched or not
+					if ( seed ) {
+						unmatched.push( elem );
+					}
+				}
+			}
+
+			// `i` is now the count of elements visited above, and adding it to `matchedCount`
+			// makes the latter nonnegative.
+			matchedCount += i;
+
+			// Apply set filters to unmatched elements
+			// NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount`
+			// equals `i`), unless we didn't visit _any_ elements in the above loop because we have
+			// no element matchers and no seed.
+			// Incrementing an initially-string "0" `i` allows `i` to remain a string only in that
+			// case, which will result in a "00" `matchedCount` that differs from `i` but is also
+			// numerically zero.
+			if ( bySet && i !== matchedCount ) {
+				j = 0;
+				while ( ( matcher = setMatchers[ j++ ] ) ) {
+					matcher( unmatched, setMatched, context, xml );
+				}
+
+				if ( seed ) {
+
+					// Reintegrate element matches to eliminate the need for sorting
+					if ( matchedCount > 0 ) {
+						while ( i-- ) {
+							if ( !( unmatched[ i ] || setMatched[ i ] ) ) {
+								setMatched[ i ] = pop.call( results );
+							}
+						}
+					}
+
+					// Discard index placeholder values to get only actual matches
+					setMatched = condense( setMatched );
+				}
+
+				// Add matches to results
+				push.apply( results, setMatched );
+
+				// Seedless set matches succeeding multiple successful matchers stipulate sorting
+				if ( outermost && !seed && setMatched.length > 0 &&
+					( matchedCount + setMatchers.length ) > 1 ) {
+
+					Sizzle.uniqueSort( results );
+				}
+			}
+
+			// Override manipulation of globals by nested matchers
+			if ( outermost ) {
+				dirruns = dirrunsUnique;
+				outermostContext = contextBackup;
+			}
+
+			return unmatched;
+		};
+
+	return bySet ?
+		markFunction( superMatcher ) :
+		superMatcher;
+}
+
+compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) {
+	var i,
+		setMatchers = [],
+		elementMatchers = [],
+		cached = compilerCache[ selector + " " ];
+
+	if ( !cached ) {
+
+		// Generate a function of recursive functions that can be used to check each element
+		if ( !match ) {
+			match = tokenize( selector );
+		}
+		i = match.length;
+		while ( i-- ) {
+			cached = matcherFromTokens( match[ i ] );
+			if ( cached[ expando ] ) {
+				setMatchers.push( cached );
+			} else {
+				elementMatchers.push( cached );
+			}
+		}
+
+		// Cache the compiled function
+		cached = compilerCache(
+			selector,
+			matcherFromGroupMatchers( elementMatchers, setMatchers )
+		);
+
+		// Save selector and tokenization
+		cached.selector = selector;
+	}
+	return cached;
+};
+
+/**
+ * A low-level selection function that works with Sizzle's compiled
+ *  selector functions
+ * @param {String|Function} selector A selector or a pre-compiled
+ *  selector function built with Sizzle.compile
+ * @param {Element} context
+ * @param {Array} [results]
+ * @param {Array} [seed] A set of elements to match against
+ */
+select = Sizzle.select = function( selector, context, results, seed ) {
+	var i, tokens, token, type, find,
+		compiled = typeof selector === "function" && selector,
+		match = !seed && tokenize( ( selector = compiled.selector || selector ) );
+
+	results = results || [];
+
+	// Try to minimize operations if there is only one selector in the list and no seed
+	// (the latter of which guarantees us context)
+	if ( match.length === 1 ) {
+
+		// Reduce context if the leading compound selector is an ID
+		tokens = match[ 0 ] = match[ 0 ].slice( 0 );
+		if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" &&
+			context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) {
+
+			context = ( Expr.find[ "ID" ]( token.matches[ 0 ]
+				.replace( runescape, funescape ), context ) || [] )[ 0 ];
+			if ( !context ) {
+				return results;
+
+			// Precompiled matchers will still verify ancestry, so step up a level
+			} else if ( compiled ) {
+				context = context.parentNode;
+			}
+
+			selector = selector.slice( tokens.shift().value.length );
+		}
+
+		// Fetch a seed set for right-to-left matching
+		i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length;
+		while ( i-- ) {
+			token = tokens[ i ];
+
+			// Abort if we hit a combinator
+			if ( Expr.relative[ ( type = token.type ) ] ) {
+				break;
+			}
+			if ( ( find = Expr.find[ type ] ) ) {
+
+				// Search, expanding context for leading sibling combinators
+				if ( ( seed = find(
+					token.matches[ 0 ].replace( runescape, funescape ),
+					rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) ||
+						context
+				) ) ) {
+
+					// If seed is empty or no tokens remain, we can return early
+					tokens.splice( i, 1 );
+					selector = seed.length && toSelector( tokens );
+					if ( !selector ) {
+						push.apply( results, seed );
+						return results;
+					}
+
+					break;
+				}
+			}
+		}
+	}
+
+	// Compile and execute a filtering function if one is not provided
+	// Provide `match` to avoid retokenization if we modified the selector above
+	( compiled || compile( selector, match ) )(
+		seed,
+		context,
+		!documentIsHTML,
+		results,
+		!context || rsibling.test( selector ) && testContext( context.parentNode ) || context
+	);
+	return results;
+};
+
+// One-time assignments
+
+// Sort stability
+support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando;
+
+// Support: Chrome 14-35+
+// Always assume duplicates if they aren't passed to the comparison function
+support.detectDuplicates = !!hasDuplicate;
+
+// Initialize against the default document
+setDocument();
+
+// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27)
+// Detached nodes confoundingly follow *each other*
+support.sortDetached = assert( function( el ) {
+
+	// Should return 1, but returns 4 (following)
+	return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1;
+} );
+
+// Support: IE<8
+// Prevent attribute/property "interpolation"
+// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx
+if ( !assert( function( el ) {
+	el.innerHTML = "<a href='#'></a>";
+	return el.firstChild.getAttribute( "href" ) === "#";
+} ) ) {
+	addHandle( "type|href|height|width", function( elem, name, isXML ) {
+		if ( !isXML ) {
+			return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 );
+		}
+	} );
+}
+
+// Support: IE<9
+// Use defaultValue in place of getAttribute("value")
+if ( !support.attributes || !assert( function( el ) {
+	el.innerHTML = "<input/>";
+	el.firstChild.setAttribute( "value", "" );
+	return el.firstChild.getAttribute( "value" ) === "";
+} ) ) {
+	addHandle( "value", function( elem, _name, isXML ) {
+		if ( !isXML && elem.nodeName.toLowerCase() === "input" ) {
+			return elem.defaultValue;
+		}
+	} );
+}
+
+// Support: IE<9
+// Use getAttributeNode to fetch booleans when getAttribute lies
+if ( !assert( function( el ) {
+	return el.getAttribute( "disabled" ) == null;
+} ) ) {
+	addHandle( booleans, function( elem, name, isXML ) {
+		var val;
+		if ( !isXML ) {
+			return elem[ name ] === true ? name.toLowerCase() :
+				( val = elem.getAttributeNode( name ) ) && val.specified ?
+					val.value :
+					null;
+		}
+	} );
+}
+
+return Sizzle;
+
+} )( window );
+
+
+
+jQuery.find = Sizzle;
+jQuery.expr = Sizzle.selectors;
+
+// Deprecated
+jQuery.expr[ ":" ] = jQuery.expr.pseudos;
+jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort;
+jQuery.text = Sizzle.getText;
+jQuery.isXMLDoc = Sizzle.isXML;
+jQuery.contains = Sizzle.contains;
+jQuery.escapeSelector = Sizzle.escape;
+
+
+
+
+var dir = function( elem, dir, until ) {
+	var matched = [],
+		truncate = until !== undefined;
+
+	while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) {
+		if ( elem.nodeType === 1 ) {
+			if ( truncate && jQuery( elem ).is( until ) ) {
+				break;
+			}
+			matched.push( elem );
+		}
+	}
+	return matched;
+};
+
+
+var siblings = function( n, elem ) {
+	var matched = [];
+
+	for ( ; n; n = n.nextSibling ) {
+		if ( n.nodeType === 1 && n !== elem ) {
+			matched.push( n );
+		}
+	}
+
+	return matched;
+};
+
+
+var rneedsContext = jQuery.expr.match.needsContext;
+
+
+
+function nodeName( elem, name ) {
+
+	return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
+
+}
+var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
+
+
+
+// Implement the identical functionality for filter and not
+function winnow( elements, qualifier, not ) {
+	if ( isFunction( qualifier ) ) {
+		return jQuery.grep( elements, function( elem, i ) {
+			return !!qualifier.call( elem, i, elem ) !== not;
+		} );
+	}
+
+	// Single element
+	if ( qualifier.nodeType ) {
+		return jQuery.grep( elements, function( elem ) {
+			return ( elem === qualifier ) !== not;
+		} );
+	}
+
+	// Arraylike of elements (jQuery, arguments, Array)
+	if ( typeof qualifier !== "string" ) {
+		return jQuery.grep( elements, function( elem ) {
+			return ( indexOf.call( qualifier, elem ) > -1 ) !== not;
+		} );
+	}
+
+	// Filtered directly for both simple and complex selectors
+	return jQuery.filter( qualifier, elements, not );
+}
+
+jQuery.filter = function( expr, elems, not ) {
+	var elem = elems[ 0 ];
+
+	if ( not ) {
+		expr = ":not(" + expr + ")";
+	}
+
+	if ( elems.length === 1 && elem.nodeType === 1 ) {
+		return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [];
+	}
+
+	return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) {
+		return elem.nodeType === 1;
+	} ) );
+};
+
+jQuery.fn.extend( {
+	find: function( selector ) {
+		var i, ret,
+			len = this.length,
+			self = this;
+
+		if ( typeof selector !== "string" ) {
+			return this.pushStack( jQuery( selector ).filter( function() {
+				for ( i = 0; i < len; i++ ) {
+					if ( jQuery.contains( self[ i ], this ) ) {
+						return true;
+					}
+				}
+			} ) );
+		}
+
+		ret = this.pushStack( [] );
+
+		for ( i = 0; i < len; i++ ) {
+			jQuery.find( selector, self[ i ], ret );
+		}
+
+		return len > 1 ? jQuery.uniqueSort( ret ) : ret;
+	},
+	filter: function( selector ) {
+		return this.pushStack( winnow( this, selector || [], false ) );
+	},
+	not: function( selector ) {
+		return this.pushStack( winnow( this, selector || [], true ) );
+	},
+	is: function( selector ) {
+		return !!winnow(
+			this,
+
+			// If this is a positional/relative selector, check membership in the returned set
+			// so $("p:first").is("p:last") won't return true for a doc with two "p".
+			typeof selector === "string" && rneedsContext.test( selector ) ?
+				jQuery( selector ) :
+				selector || [],
+			false
+		).length;
+	}
+} );
+
+
+// Initialize a jQuery object
+
+
+// A central reference to the root jQuery(document)
+var rootjQuery,
+
+	// A simple way to check for HTML strings
+	// Prioritize #id over <tag> to avoid XSS via location.hash (#9521)
+	// Strict HTML recognition (#11290: must start with <)
+	// Shortcut simple #id case for speed
+	rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/,
+
+	init = jQuery.fn.init = function( selector, context, root ) {
+		var match, elem;
+
+		// HANDLE: $(""), $(null), $(undefined), $(false)
+		if ( !selector ) {
+			return this;
+		}
+
+		// Method init() accepts an alternate rootjQuery
+		// so migrate can support jQuery.sub (gh-2101)
+		root = root || rootjQuery;
+
+		// Handle HTML strings
+		if ( typeof selector === "string" ) {
+			if ( selector[ 0 ] === "<" &&
+				selector[ selector.length - 1 ] === ">" &&
+				selector.length >= 3 ) {
+
+				// Assume that strings that start and end with <> are HTML and skip the regex check
+				match = [ null, selector, null ];
+
+			} else {
+				match = rquickExpr.exec( selector );
+			}
+
+			// Match html or make sure no context is specified for #id
+			if ( match && ( match[ 1 ] || !context ) ) {
+
+				// HANDLE: $(html) -> $(array)
+				if ( match[ 1 ] ) {
+					context = context instanceof jQuery ? context[ 0 ] : context;
+
+					// Option to run scripts is true for back-compat
+					// Intentionally let the error be thrown if parseHTML is not present
+					jQuery.merge( this, jQuery.parseHTML(
+						match[ 1 ],
+						context && context.nodeType ? context.ownerDocument || context : document,
+						true
+					) );
+
+					// HANDLE: $(html, props)
+					if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) {
+						for ( match in context ) {
+
+							// Properties of context are called as methods if possible
+							if ( isFunction( this[ match ] ) ) {
+								this[ match ]( context[ match ] );
+
+							// ...and otherwise set as attributes
+							} else {
+								this.attr( match, context[ match ] );
+							}
+						}
+					}
+
+					return this;
+
+				// HANDLE: $(#id)
+				} else {
+					elem = document.getElementById( match[ 2 ] );
+
+					if ( elem ) {
+
+						// Inject the element directly into the jQuery object
+						this[ 0 ] = elem;
+						this.length = 1;
+					}
+					return this;
+				}
+
+			// HANDLE: $(expr, $(...))
+			} else if ( !context || context.jquery ) {
+				return ( context || root ).find( selector );
+
+			// HANDLE: $(expr, context)
+			// (which is just equivalent to: $(context).find(expr)
+			} else {
+				return this.constructor( context ).find( selector );
+			}
+
+		// HANDLE: $(DOMElement)
+		} else if ( selector.nodeType ) {
+			this[ 0 ] = selector;
+			this.length = 1;
+			return this;
+
+		// HANDLE: $(function)
+		// Shortcut for document ready
+		} else if ( isFunction( selector ) ) {
+			return root.ready !== undefined ?
+				root.ready( selector ) :
+
+				// Execute immediately if ready is not present
+				selector( jQuery );
+		}
+
+		return jQuery.makeArray( selector, this );
+	};
+
+// Give the init function the jQuery prototype for later instantiation
+init.prototype = jQuery.fn;
+
+// Initialize central reference
+rootjQuery = jQuery( document );
+
+
+var rparentsprev = /^(?:parents|prev(?:Until|All))/,
+
+	// Methods guaranteed to produce a unique set when starting from a unique set
+	guaranteedUnique = {
+		children: true,
+		contents: true,
+		next: true,
+		prev: true
+	};
+
+jQuery.fn.extend( {
+	has: function( target ) {
+		var targets = jQuery( target, this ),
+			l = targets.length;
+
+		return this.filter( function() {
+			var i = 0;
+			for ( ; i < l; i++ ) {
+				if ( jQuery.contains( this, targets[ i ] ) ) {
+					return true;
+				}
+			}
+		} );
+	},
+
+	closest: function( selectors, context ) {
+		var cur,
+			i = 0,
+			l = this.length,
+			matched = [],
+			targets = typeof selectors !== "string" && jQuery( selectors );
+
+		// Positional selectors never match, since there's no _selection_ context
+		if ( !rneedsContext.test( selectors ) ) {
+			for ( ; i < l; i++ ) {
+				for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) {
+
+					// Always skip document fragments
+					if ( cur.nodeType < 11 && ( targets ?
+						targets.index( cur ) > -1 :
+
+						// Don't pass non-elements to Sizzle
+						cur.nodeType === 1 &&
+							jQuery.find.matchesSelector( cur, selectors ) ) ) {
+
+						matched.push( cur );
+						break;
+					}
+				}
+			}
+		}
+
+		return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched );
+	},
+
+	// Determine the position of an element within the set
+	index: function( elem ) {
+
+		// No argument, return index in parent
+		if ( !elem ) {
+			return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1;
+		}
+
+		// Index in selector
+		if ( typeof elem === "string" ) {
+			return indexOf.call( jQuery( elem ), this[ 0 ] );
+		}
+
+		// Locate the position of the desired element
+		return indexOf.call( this,
+
+			// If it receives a jQuery object, the first element is used
+			elem.jquery ? elem[ 0 ] : elem
+		);
+	},
+
+	add: function( selector, context ) {
+		return this.pushStack(
+			jQuery.uniqueSort(
+				jQuery.merge( this.get(), jQuery( selector, context ) )
+			)
+		);
+	},
+
+	addBack: function( selector ) {
+		return this.add( selector == null ?
+			this.prevObject : this.prevObject.filter( selector )
+		);
+	}
+} );
+
+function sibling( cur, dir ) {
+	while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {}
+	return cur;
+}
+
+jQuery.each( {
+	parent: function( elem ) {
+		var parent = elem.parentNode;
+		return parent && parent.nodeType !== 11 ? parent : null;
+	},
+	parents: function( elem ) {
+		return dir( elem, "parentNode" );
+	},
+	parentsUntil: function( elem, _i, until ) {
+		return dir( elem, "parentNode", until );
+	},
+	next: function( elem ) {
+		return sibling( elem, "nextSibling" );
+	},
+	prev: function( elem ) {
+		return sibling( elem, "previousSibling" );
+	},
+	nextAll: function( elem ) {
+		return dir( elem, "nextSibling" );
+	},
+	prevAll: function( elem ) {
+		return dir( elem, "previousSibling" );
+	},
+	nextUntil: function( elem, _i, until ) {
+		return dir( elem, "nextSibling", until );
+	},
+	prevUntil: function( elem, _i, until ) {
+		return dir( elem, "previousSibling", until );
+	},
+	siblings: function( elem ) {
+		return siblings( ( elem.parentNode || {} ).firstChild, elem );
+	},
+	children: function( elem ) {
+		return siblings( elem.firstChild );
+	},
+	contents: function( elem ) {
+		if ( elem.contentDocument != null &&
+
+			// Support: IE 11+
+			// <object> elements with no `data` attribute has an object
+			// `contentDocument` with a `null` prototype.
+			getProto( elem.contentDocument ) ) {
+
+			return elem.contentDocument;
+		}
+
+		// Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only
+		// Treat the template element as a regular one in browsers that
+		// don't support it.
+		if ( nodeName( elem, "template" ) ) {
+			elem = elem.content || elem;
+		}
+
+		return jQuery.merge( [], elem.childNodes );
+	}
+}, function( name, fn ) {
+	jQuery.fn[ name ] = function( until, selector ) {
+		var matched = jQuery.map( this, fn, until );
+
+		if ( name.slice( -5 ) !== "Until" ) {
+			selector = until;
+		}
+
+		if ( selector && typeof selector === "string" ) {
+			matched = jQuery.filter( selector, matched );
+		}
+
+		if ( this.length > 1 ) {
+
+			// Remove duplicates
+			if ( !guaranteedUnique[ name ] ) {
+				jQuery.uniqueSort( matched );
+			}
+
+			// Reverse order for parents* and prev-derivatives
+			if ( rparentsprev.test( name ) ) {
+				matched.reverse();
+			}
+		}
+
+		return this.pushStack( matched );
+	};
+} );
+var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g );
+
+
+
+// Convert String-formatted options into Object-formatted ones
+function createOptions( options ) {
+	var object = {};
+	jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) {
+		object[ flag ] = true;
+	} );
+	return object;
+}
+
+/*
+ * Create a callback list using the following parameters:
+ *
+ *	options: an optional list of space-separated options that will change how
+ *			the callback list behaves or a more traditional option object
+ *
+ * By default a callback list will act like an event callback list and can be
+ * "fired" multiple times.
+ *
+ * Possible options:
+ *
+ *	once:			will ensure the callback list can only be fired once (like a Deferred)
+ *
+ *	memory:			will keep track of previous values and will call any callback added
+ *					after the list has been fired right away with the latest "memorized"
+ *					values (like a Deferred)
+ *
+ *	unique:			will ensure a callback can only be added once (no duplicate in the list)
+ *
+ *	stopOnFalse:	interrupt callings when a callback returns false
+ *
+ */
+jQuery.Callbacks = function( options ) {
+
+	// Convert options from String-formatted to Object-formatted if needed
+	// (we check in cache first)
+	options = typeof options === "string" ?
+		createOptions( options ) :
+		jQuery.extend( {}, options );
+
+	var // Flag to know if list is currently firing
+		firing,
+
+		// Last fire value for non-forgettable lists
+		memory,
+
+		// Flag to know if list was already fired
+		fired,
+
+		// Flag to prevent firing
+		locked,
+
+		// Actual callback list
+		list = [],
+
+		// Queue of execution data for repeatable lists
+		queue = [],
+
+		// Index of currently firing callback (modified by add/remove as needed)
+		firingIndex = -1,
+
+		// Fire callbacks
+		fire = function() {
+
+			// Enforce single-firing
+			locked = locked || options.once;
+
+			// Execute callbacks for all pending executions,
+			// respecting firingIndex overrides and runtime changes
+			fired = firing = true;
+			for ( ; queue.length; firingIndex = -1 ) {
+				memory = queue.shift();
+				while ( ++firingIndex < list.length ) {
+
+					// Run callback and check for early termination
+					if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false &&
+						options.stopOnFalse ) {
+
+						// Jump to end and forget the data so .add doesn't re-fire
+						firingIndex = list.length;
+						memory = false;
+					}
+				}
+			}
+
+			// Forget the data if we're done with it
+			if ( !options.memory ) {
+				memory = false;
+			}
+
+			firing = false;
+
+			// Clean up if we're done firing for good
+			if ( locked ) {
+
+				// Keep an empty list if we have data for future add calls
+				if ( memory ) {
+					list = [];
+
+				// Otherwise, this object is spent
+				} else {
+					list = "";
+				}
+			}
+		},
+
+		// Actual Callbacks object
+		self = {
+
+			// Add a callback or a collection of callbacks to the list
+			add: function() {
+				if ( list ) {
+
+					// If we have memory from a past run, we should fire after adding
+					if ( memory && !firing ) {
+						firingIndex = list.length - 1;
+						queue.push( memory );
+					}
+
+					( function add( args ) {
+						jQuery.each( args, function( _, arg ) {
+							if ( isFunction( arg ) ) {
+								if ( !options.unique || !self.has( arg ) ) {
+									list.push( arg );
+								}
+							} else if ( arg && arg.length && toType( arg ) !== "string" ) {
+
+								// Inspect recursively
+								add( arg );
+							}
+						} );
+					} )( arguments );
+
+					if ( memory && !firing ) {
+						fire();
+					}
+				}
+				return this;
+			},
+
+			// Remove a callback from the list
+			remove: function() {
+				jQuery.each( arguments, function( _, arg ) {
+					var index;
+					while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) {
+						list.splice( index, 1 );
+
+						// Handle firing indexes
+						if ( index <= firingIndex ) {
+							firingIndex--;
+						}
+					}
+				} );
+				return this;
+			},
+
+			// Check if a given callback is in the list.
+			// If no argument is given, return whether or not list has callbacks attached.
+			has: function( fn ) {
+				return fn ?
+					jQuery.inArray( fn, list ) > -1 :
+					list.length > 0;
+			},
+
+			// Remove all callbacks from the list
+			empty: function() {
+				if ( list ) {
+					list = [];
+				}
+				return this;
+			},
+
+			// Disable .fire and .add
+			// Abort any current/pending executions
+			// Clear all callbacks and values
+			disable: function() {
+				locked = queue = [];
+				list = memory = "";
+				return this;
+			},
+			disabled: function() {
+				return !list;
+			},
+
+			// Disable .fire
+			// Also disable .add unless we have memory (since it would have no effect)
+			// Abort any pending executions
+			lock: function() {
+				locked = queue = [];
+				if ( !memory && !firing ) {
+					list = memory = "";
+				}
+				return this;
+			},
+			locked: function() {
+				return !!locked;
+			},
+
+			// Call all callbacks with the given context and arguments
+			fireWith: function( context, args ) {
+				if ( !locked ) {
+					args = args || [];
+					args = [ context, args.slice ? args.slice() : args ];
+					queue.push( args );
+					if ( !firing ) {
+						fire();
+					}
+				}
+				return this;
+			},
+
+			// Call all the callbacks with the given arguments
+			fire: function() {
+				self.fireWith( this, arguments );
+				return this;
+			},
+
+			// To know if the callbacks have already been called at least once
+			fired: function() {
+				return !!fired;
+			}
+		};
+
+	return self;
+};
+
+
+function Identity( v ) {
+	return v;
+}
+function Thrower( ex ) {
+	throw ex;
+}
+
+function adoptValue( value, resolve, reject, noValue ) {
+	var method;
+
+	try {
+
+		// Check for promise aspect first to privilege synchronous behavior
+		if ( value && isFunction( ( method = value.promise ) ) ) {
+			method.call( value ).done( resolve ).fail( reject );
+
+		// Other thenables
+		} else if ( value && isFunction( ( method = value.then ) ) ) {
+			method.call( value, resolve, reject );
+
+		// Other non-thenables
+		} else {
+
+			// Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer:
+			// * false: [ value ].slice( 0 ) => resolve( value )
+			// * true: [ value ].slice( 1 ) => resolve()
+			resolve.apply( undefined, [ value ].slice( noValue ) );
+		}
+
+	// For Promises/A+, convert exceptions into rejections
+	// Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in
+	// Deferred#then to conditionally suppress rejection.
+	} catch ( value ) {
+
+		// Support: Android 4.0 only
+		// Strict mode functions invoked without .call/.apply get global-object context
+		reject.apply( undefined, [ value ] );
+	}
+}
+
+jQuery.extend( {
+
+	Deferred: function( func ) {
+		var tuples = [
+
+				// action, add listener, callbacks,
+				// ... .then handlers, argument index, [final state]
+				[ "notify", "progress", jQuery.Callbacks( "memory" ),
+					jQuery.Callbacks( "memory" ), 2 ],
+				[ "resolve", "done", jQuery.Callbacks( "once memory" ),
+					jQuery.Callbacks( "once memory" ), 0, "resolved" ],
+				[ "reject", "fail", jQuery.Callbacks( "once memory" ),
+					jQuery.Callbacks( "once memory" ), 1, "rejected" ]
+			],
+			state = "pending",
+			promise = {
+				state: function() {
+					return state;
+				},
+				always: function() {
+					deferred.done( arguments ).fail( arguments );
+					return this;
+				},
+				"catch": function( fn ) {
+					return promise.then( null, fn );
+				},
+
+				// Keep pipe for back-compat
+				pipe: function( /* fnDone, fnFail, fnProgress */ ) {
+					var fns = arguments;
+
+					return jQuery.Deferred( function( newDefer ) {
+						jQuery.each( tuples, function( _i, tuple ) {
+
+							// Map tuples (progress, done, fail) to arguments (done, fail, progress)
+							var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ];
+
+							// deferred.progress(function() { bind to newDefer or newDefer.notify })
+							// deferred.done(function() { bind to newDefer or newDefer.resolve })
+							// deferred.fail(function() { bind to newDefer or newDefer.reject })
+							deferred[ tuple[ 1 ] ]( function() {
+								var returned = fn && fn.apply( this, arguments );
+								if ( returned && isFunction( returned.promise ) ) {
+									returned.promise()
+										.progress( newDefer.notify )
+										.done( newDefer.resolve )
+										.fail( newDefer.reject );
+								} else {
+									newDefer[ tuple[ 0 ] + "With" ](
+										this,
+										fn ? [ returned ] : arguments
+									);
+								}
+							} );
+						} );
+						fns = null;
+					} ).promise();
+				},
+				then: function( onFulfilled, onRejected, onProgress ) {
+					var maxDepth = 0;
+					function resolve( depth, deferred, handler, special ) {
+						return function() {
+							var that = this,
+								args = arguments,
+								mightThrow = function() {
+									var returned, then;
+
+									// Support: Promises/A+ section 2.3.3.3.3
+									// https://promisesaplus.com/#point-59
+									// Ignore double-resolution attempts
+									if ( depth < maxDepth ) {
+										return;
+									}
+
+									returned = handler.apply( that, args );
+
+									// Support: Promises/A+ section 2.3.1
+									// https://promisesaplus.com/#point-48
+									if ( returned === deferred.promise() ) {
+										throw new TypeError( "Thenable self-resolution" );
+									}
+
+									// Support: Promises/A+ sections 2.3.3.1, 3.5
+									// https://promisesaplus.com/#point-54
+									// https://promisesaplus.com/#point-75
+									// Retrieve `then` only once
+									then = returned &&
+
+										// Support: Promises/A+ section 2.3.4
+										// https://promisesaplus.com/#point-64
+										// Only check objects and functions for thenability
+										( typeof returned === "object" ||
+											typeof returned === "function" ) &&
+										returned.then;
+
+									// Handle a returned thenable
+									if ( isFunction( then ) ) {
+
+										// Special processors (notify) just wait for resolution
+										if ( special ) {
+											then.call(
+												returned,
+												resolve( maxDepth, deferred, Identity, special ),
+												resolve( maxDepth, deferred, Thrower, special )
+											);
+
+										// Normal processors (resolve) also hook into progress
+										} else {
+
+											// ...and disregard older resolution values
+											maxDepth++;
+
+											then.call(
+												returned,
+												resolve( maxDepth, deferred, Identity, special ),
+												resolve( maxDepth, deferred, Thrower, special ),
+												resolve( maxDepth, deferred, Identity,
+													deferred.notifyWith )
+											);
+										}
+
+									// Handle all other returned values
+									} else {
+
+										// Only substitute handlers pass on context
+										// and multiple values (non-spec behavior)
+										if ( handler !== Identity ) {
+											that = undefined;
+											args = [ returned ];
+										}
+
+										// Process the value(s)
+										// Default process is resolve
+										( special || deferred.resolveWith )( that, args );
+									}
+								},
+
+								// Only normal processors (resolve) catch and reject exceptions
+								process = special ?
+									mightThrow :
+									function() {
+										try {
+											mightThrow();
+										} catch ( e ) {
+
+											if ( jQuery.Deferred.exceptionHook ) {
+												jQuery.Deferred.exceptionHook( e,
+													process.stackTrace );
+											}
+
+											// Support: Promises/A+ section 2.3.3.3.4.1
+											// https://promisesaplus.com/#point-61
+											// Ignore post-resolution exceptions
+											if ( depth + 1 >= maxDepth ) {
+
+												// Only substitute handlers pass on context
+												// and multiple values (non-spec behavior)
+												if ( handler !== Thrower ) {
+													that = undefined;
+													args = [ e ];
+												}
+
+												deferred.rejectWith( that, args );
+											}
+										}
+									};
+
+							// Support: Promises/A+ section 2.3.3.3.1
+							// https://promisesaplus.com/#point-57
+							// Re-resolve promises immediately to dodge false rejection from
+							// subsequent errors
+							if ( depth ) {
+								process();
+							} else {
+
+								// Call an optional hook to record the stack, in case of exception
+								// since it's otherwise lost when execution goes async
+								if ( jQuery.Deferred.getStackHook ) {
+									process.stackTrace = jQuery.Deferred.getStackHook();
+								}
+								window.setTimeout( process );
+							}
+						};
+					}
+
+					return jQuery.Deferred( function( newDefer ) {
+
+						// progress_handlers.add( ... )
+						tuples[ 0 ][ 3 ].add(
+							resolve(
+								0,
+								newDefer,
+								isFunction( onProgress ) ?
+									onProgress :
+									Identity,
+								newDefer.notifyWith
+							)
+						);
+
+						// fulfilled_handlers.add( ... )
+						tuples[ 1 ][ 3 ].add(
+							resolve(
+								0,
+								newDefer,
+								isFunction( onFulfilled ) ?
+									onFulfilled :
+									Identity
+							)
+						);
+
+						// rejected_handlers.add( ... )
+						tuples[ 2 ][ 3 ].add(
+							resolve(
+								0,
+								newDefer,
+								isFunction( onRejected ) ?
+									onRejected :
+									Thrower
+							)
+						);
+					} ).promise();
+				},
+
+				// Get a promise for this deferred
+				// If obj is provided, the promise aspect is added to the object
+				promise: function( obj ) {
+					return obj != null ? jQuery.extend( obj, promise ) : promise;
+				}
+			},
+			deferred = {};
+
+		// Add list-specific methods
+		jQuery.each( tuples, function( i, tuple ) {
+			var list = tuple[ 2 ],
+				stateString = tuple[ 5 ];
+
+			// promise.progress = list.add
+			// promise.done = list.add
+			// promise.fail = list.add
+			promise[ tuple[ 1 ] ] = list.add;
+
+			// Handle state
+			if ( stateString ) {
+				list.add(
+					function() {
+
+						// state = "resolved" (i.e., fulfilled)
+						// state = "rejected"
+						state = stateString;
+					},
+
+					// rejected_callbacks.disable
+					// fulfilled_callbacks.disable
+					tuples[ 3 - i ][ 2 ].disable,
+
+					// rejected_handlers.disable
+					// fulfilled_handlers.disable
+					tuples[ 3 - i ][ 3 ].disable,
+
+					// progress_callbacks.lock
+					tuples[ 0 ][ 2 ].lock,
+
+					// progress_handlers.lock
+					tuples[ 0 ][ 3 ].lock
+				);
+			}
+
+			// progress_handlers.fire
+			// fulfilled_handlers.fire
+			// rejected_handlers.fire
+			list.add( tuple[ 3 ].fire );
+
+			// deferred.notify = function() { deferred.notifyWith(...) }
+			// deferred.resolve = function() { deferred.resolveWith(...) }
+			// deferred.reject = function() { deferred.rejectWith(...) }
+			deferred[ tuple[ 0 ] ] = function() {
+				deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments );
+				return this;
+			};
+
+			// deferred.notifyWith = list.fireWith
+			// deferred.resolveWith = list.fireWith
+			// deferred.rejectWith = list.fireWith
+			deferred[ tuple[ 0 ] + "With" ] = list.fireWith;
+		} );
+
+		// Make the deferred a promise
+		promise.promise( deferred );
+
+		// Call given func if any
+		if ( func ) {
+			func.call( deferred, deferred );
+		}
+
+		// All done!
+		return deferred;
+	},
+
+	// Deferred helper
+	when: function( singleValue ) {
+		var
+
+			// count of uncompleted subordinates
+			remaining = arguments.length,
+
+			// count of unprocessed arguments
+			i = remaining,
+
+			// subordinate fulfillment data
+			resolveContexts = Array( i ),
+			resolveValues = slice.call( arguments ),
+
+			// the primary Deferred
+			primary = jQuery.Deferred(),
+
+			// subordinate callback factory
+			updateFunc = function( i ) {
+				return function( value ) {
+					resolveContexts[ i ] = this;
+					resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value;
+					if ( !( --remaining ) ) {
+						primary.resolveWith( resolveContexts, resolveValues );
+					}
+				};
+			};
+
+		// Single- and empty arguments are adopted like Promise.resolve
+		if ( remaining <= 1 ) {
+			adoptValue( singleValue, primary.done( updateFunc( i ) ).resolve, primary.reject,
+				!remaining );
+
+			// Use .then() to unwrap secondary thenables (cf. gh-3000)
+			if ( primary.state() === "pending" ||
+				isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) {
+
+				return primary.then();
+			}
+		}
+
+		// Multiple arguments are aggregated like Promise.all array elements
+		while ( i-- ) {
+			adoptValue( resolveValues[ i ], updateFunc( i ), primary.reject );
+		}
+
+		return primary.promise();
+	}
+} );
+
+
+// These usually indicate a programmer mistake during development,
+// warn about them ASAP rather than swallowing them by default.
+var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;
+
+jQuery.Deferred.exceptionHook = function( error, stack ) {
+
+	// Support: IE 8 - 9 only
+	// Console exists when dev tools are open, which can happen at any time
+	if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) {
+		window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack );
+	}
+};
+
+
+
+
+jQuery.readyException = function( error ) {
+	window.setTimeout( function() {
+		throw error;
+	} );
+};
+
+
+
+
+// The deferred used on DOM ready
+var readyList = jQuery.Deferred();
+
+jQuery.fn.ready = function( fn ) {
+
+	readyList
+		.then( fn )
+
+		// Wrap jQuery.readyException in a function so that the lookup
+		// happens at the time of error handling instead of callback
+		// registration.
+		.catch( function( error ) {
+			jQuery.readyException( error );
+		} );
+
+	return this;
+};
+
+jQuery.extend( {
+
+	// Is the DOM ready to be used? Set to true once it occurs.
+	isReady: false,
+
+	// A counter to track how many items to wait for before
+	// the ready event fires. See #6781
+	readyWait: 1,
+
+	// Handle when the DOM is ready
+	ready: function( wait ) {
+
+		// Abort if there are pending holds or we're already ready
+		if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) {
+			return;
+		}
+
+		// Remember that the DOM is ready
+		jQuery.isReady = true;
+
+		// If a normal DOM Ready event fired, decrement, and wait if need be
+		if ( wait !== true && --jQuery.readyWait > 0 ) {
+			return;
+		}
+
+		// If there are functions bound, to execute
+		readyList.resolveWith( document, [ jQuery ] );
+	}
+} );
+
+jQuery.ready.then = readyList.then;
+
+// The ready event handler and self cleanup method
+function completed() {
+	document.removeEventListener( "DOMContentLoaded", completed );
+	window.removeEventListener( "load", completed );
+	jQuery.ready();
+}
+
+// Catch cases where $(document).ready() is called
+// after the browser event has already occurred.
+// Support: IE <=9 - 10 only
+// Older IE sometimes signals "interactive" too soon
+if ( document.readyState === "complete" ||
+	( document.readyState !== "loading" && !document.documentElement.doScroll ) ) {
+
+	// Handle it asynchronously to allow scripts the opportunity to delay ready
+	window.setTimeout( jQuery.ready );
+
+} else {
+
+	// Use the handy event callback
+	document.addEventListener( "DOMContentLoaded", completed );
+
+	// A fallback to window.onload, that will always work
+	window.addEventListener( "load", completed );
+}
+
+
+
+
+// Multifunctional method to get and set values of a collection
+// The value/s can optionally be executed if it's a function
+var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {
+	var i = 0,
+		len = elems.length,
+		bulk = key == null;
+
+	// Sets many values
+	if ( toType( key ) === "object" ) {
+		chainable = true;
+		for ( i in key ) {
+			access( elems, fn, i, key[ i ], true, emptyGet, raw );
+		}
+
+	// Sets one value
+	} else if ( value !== undefined ) {
+		chainable = true;
+
+		if ( !isFunction( value ) ) {
+			raw = true;
+		}
+
+		if ( bulk ) {
+
+			// Bulk operations run against the entire set
+			if ( raw ) {
+				fn.call( elems, value );
+				fn = null;
+
+			// ...except when executing function values
+			} else {
+				bulk = fn;
+				fn = function( elem, _key, value ) {
+					return bulk.call( jQuery( elem ), value );
+				};
+			}
+		}
+
+		if ( fn ) {
+			for ( ; i < len; i++ ) {
+				fn(
+					elems[ i ], key, raw ?
+						value :
+						value.call( elems[ i ], i, fn( elems[ i ], key ) )
+				);
+			}
+		}
+	}
+
+	if ( chainable ) {
+		return elems;
+	}
+
+	// Gets
+	if ( bulk ) {
+		return fn.call( elems );
+	}
+
+	return len ? fn( elems[ 0 ], key ) : emptyGet;
+};
+
+
+// Matches dashed string for camelizing
+var rmsPrefix = /^-ms-/,
+	rdashAlpha = /-([a-z])/g;
+
+// Used by camelCase as callback to replace()
+function fcamelCase( _all, letter ) {
+	return letter.toUpperCase();
+}
+
+// Convert dashed to camelCase; used by the css and data modules
+// Support: IE <=9 - 11, Edge 12 - 15
+// Microsoft forgot to hump their vendor prefix (#9572)
+function camelCase( string ) {
+	return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase );
+}
+var acceptData = function( owner ) {
+
+	// Accepts only:
+	//  - Node
+	//    - Node.ELEMENT_NODE
+	//    - Node.DOCUMENT_NODE
+	//  - Object
+	//    - Any
+	return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType );
+};
+
+
+
+
+function Data() {
+	this.expando = jQuery.expando + Data.uid++;
+}
+
+Data.uid = 1;
+
+Data.prototype = {
+
+	cache: function( owner ) {
+
+		// Check if the owner object already has a cache
+		var value = owner[ this.expando ];
+
+		// If not, create one
+		if ( !value ) {
+			value = {};
+
+			// We can accept data for non-element nodes in modern browsers,
+			// but we should not, see #8335.
+			// Always return an empty object.
+			if ( acceptData( owner ) ) {
+
+				// If it is a node unlikely to be stringify-ed or looped over
+				// use plain assignment
+				if ( owner.nodeType ) {
+					owner[ this.expando ] = value;
+
+				// Otherwise secure it in a non-enumerable property
+				// configurable must be true to allow the property to be
+				// deleted when data is removed
+				} else {
+					Object.defineProperty( owner, this.expando, {
+						value: value,
+						configurable: true
+					} );
+				}
+			}
+		}
+
+		return value;
+	},
+	set: function( owner, data, value ) {
+		var prop,
+			cache = this.cache( owner );
+
+		// Handle: [ owner, key, value ] args
+		// Always use camelCase key (gh-2257)
+		if ( typeof data === "string" ) {
+			cache[ camelCase( data ) ] = value;
+
+		// Handle: [ owner, { properties } ] args
+		} else {
+
+			// Copy the properties one-by-one to the cache object
+			for ( prop in data ) {
+				cache[ camelCase( prop ) ] = data[ prop ];
+			}
+		}
+		return cache;
+	},
+	get: function( owner, key ) {
+		return key === undefined ?
+			this.cache( owner ) :
+
+			// Always use camelCase key (gh-2257)
+			owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ];
+	},
+	access: function( owner, key, value ) {
+
+		// In cases where either:
+		//
+		//   1. No key was specified
+		//   2. A string key was specified, but no value provided
+		//
+		// Take the "read" path and allow the get method to determine
+		// which value to return, respectively either:
+		//
+		//   1. The entire cache object
+		//   2. The data stored at the key
+		//
+		if ( key === undefined ||
+				( ( key && typeof key === "string" ) && value === undefined ) ) {
+
+			return this.get( owner, key );
+		}
+
+		// When the key is not a string, or both a key and value
+		// are specified, set or extend (existing objects) with either:
+		//
+		//   1. An object of properties
+		//   2. A key and value
+		//
+		this.set( owner, key, value );
+
+		// Since the "set" path can have two possible entry points
+		// return the expected data based on which path was taken[*]
+		return value !== undefined ? value : key;
+	},
+	remove: function( owner, key ) {
+		var i,
+			cache = owner[ this.expando ];
+
+		if ( cache === undefined ) {
+			return;
+		}
+
+		if ( key !== undefined ) {
+
+			// Support array or space separated string of keys
+			if ( Array.isArray( key ) ) {
+
+				// If key is an array of keys...
+				// We always set camelCase keys, so remove that.
+				key = key.map( camelCase );
+			} else {
+				key = camelCase( key );
+
+				// If a key with the spaces exists, use it.
+				// Otherwise, create an array by matching non-whitespace
+				key = key in cache ?
+					[ key ] :
+					( key.match( rnothtmlwhite ) || [] );
+			}
+
+			i = key.length;
+
+			while ( i-- ) {
+				delete cache[ key[ i ] ];
+			}
+		}
+
+		// Remove the expando if there's no more data
+		if ( key === undefined || jQuery.isEmptyObject( cache ) ) {
+
+			// Support: Chrome <=35 - 45
+			// Webkit & Blink performance suffers when deleting properties
+			// from DOM nodes, so set to undefined instead
+			// https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted)
+			if ( owner.nodeType ) {
+				owner[ this.expando ] = undefined;
+			} else {
+				delete owner[ this.expando ];
+			}
+		}
+	},
+	hasData: function( owner ) {
+		var cache = owner[ this.expando ];
+		return cache !== undefined && !jQuery.isEmptyObject( cache );
+	}
+};
+var dataPriv = new Data();
+
+var dataUser = new Data();
+
+
+
+//	Implementation Summary
+//
+//	1. Enforce API surface and semantic compatibility with 1.9.x branch
+//	2. Improve the module's maintainability by reducing the storage
+//		paths to a single mechanism.
+//	3. Use the same single mechanism to support "private" and "user" data.
+//	4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData)
+//	5. Avoid exposing implementation details on user objects (eg. expando properties)
+//	6. Provide a clear path for implementation upgrade to WeakMap in 2014
+
+var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,
+	rmultiDash = /[A-Z]/g;
+
+function getData( data ) {
+	if ( data === "true" ) {
+		return true;
+	}
+
+	if ( data === "false" ) {
+		return false;
+	}
+
+	if ( data === "null" ) {
+		return null;
+	}
+
+	// Only convert to a number if it doesn't change the string
+	if ( data === +data + "" ) {
+		return +data;
+	}
+
+	if ( rbrace.test( data ) ) {
+		return JSON.parse( data );
+	}
+
+	return data;
+}
+
+function dataAttr( elem, key, data ) {
+	var name;
+
+	// If nothing was found internally, try to fetch any
+	// data from the HTML5 data-* attribute
+	if ( data === undefined && elem.nodeType === 1 ) {
+		name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase();
+		data = elem.getAttribute( name );
+
+		if ( typeof data === "string" ) {
+			try {
+				data = getData( data );
+			} catch ( e ) {}
+
+			// Make sure we set the data so it isn't changed later
+			dataUser.set( elem, key, data );
+		} else {
+			data = undefined;
+		}
+	}
+	return data;
+}
+
+jQuery.extend( {
+	hasData: function( elem ) {
+		return dataUser.hasData( elem ) || dataPriv.hasData( elem );
+	},
+
+	data: function( elem, name, data ) {
+		return dataUser.access( elem, name, data );
+	},
+
+	removeData: function( elem, name ) {
+		dataUser.remove( elem, name );
+	},
+
+	// TODO: Now that all calls to _data and _removeData have been replaced
+	// with direct calls to dataPriv methods, these can be deprecated.
+	_data: function( elem, name, data ) {
+		return dataPriv.access( elem, name, data );
+	},
+
+	_removeData: function( elem, name ) {
+		dataPriv.remove( elem, name );
+	}
+} );
+
+jQuery.fn.extend( {
+	data: function( key, value ) {
+		var i, name, data,
+			elem = this[ 0 ],
+			attrs = elem && elem.attributes;
+
+		// Gets all values
+		if ( key === undefined ) {
+			if ( this.length ) {
+				data = dataUser.get( elem );
+
+				if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) {
+					i = attrs.length;
+					while ( i-- ) {
+
+						// Support: IE 11 only
+						// The attrs elements can be null (#14894)
+						if ( attrs[ i ] ) {
+							name = attrs[ i ].name;
+							if ( name.indexOf( "data-" ) === 0 ) {
+								name = camelCase( name.slice( 5 ) );
+								dataAttr( elem, name, data[ name ] );
+							}
+						}
+					}
+					dataPriv.set( elem, "hasDataAttrs", true );
+				}
+			}
+
+			return data;
+		}
+
+		// Sets multiple values
+		if ( typeof key === "object" ) {
+			return this.each( function() {
+				dataUser.set( this, key );
+			} );
+		}
+
+		return access( this, function( value ) {
+			var data;
+
+			// The calling jQuery object (element matches) is not empty
+			// (and therefore has an element appears at this[ 0 ]) and the
+			// `value` parameter was not undefined. An empty jQuery object
+			// will result in `undefined` for elem = this[ 0 ] which will
+			// throw an exception if an attempt to read a data cache is made.
+			if ( elem && value === undefined ) {
+
+				// Attempt to get data from the cache
+				// The key will always be camelCased in Data
+				data = dataUser.get( elem, key );
+				if ( data !== undefined ) {
+					return data;
+				}
+
+				// Attempt to "discover" the data in
+				// HTML5 custom data-* attrs
+				data = dataAttr( elem, key );
+				if ( data !== undefined ) {
+					return data;
+				}
+
+				// We tried really hard, but the data doesn't exist.
+				return;
+			}
+
+			// Set the data...
+			this.each( function() {
+
+				// We always store the camelCased key
+				dataUser.set( this, key, value );
+			} );
+		}, null, value, arguments.length > 1, null, true );
+	},
+
+	removeData: function( key ) {
+		return this.each( function() {
+			dataUser.remove( this, key );
+		} );
+	}
+} );
+
+
+jQuery.extend( {
+	queue: function( elem, type, data ) {
+		var queue;
+
+		if ( elem ) {
+			type = ( type || "fx" ) + "queue";
+			queue = dataPriv.get( elem, type );
+
+			// Speed up dequeue by getting out quickly if this is just a lookup
+			if ( data ) {
+				if ( !queue || Array.isArray( data ) ) {
+					queue = dataPriv.access( elem, type, jQuery.makeArray( data ) );
+				} else {
+					queue.push( data );
+				}
+			}
+			return queue || [];
+		}
+	},
+
+	dequeue: function( elem, type ) {
+		type = type || "fx";
+
+		var queue = jQuery.queue( elem, type ),
+			startLength = queue.length,
+			fn = queue.shift(),
+			hooks = jQuery._queueHooks( elem, type ),
+			next = function() {
+				jQuery.dequeue( elem, type );
+			};
+
+		// If the fx queue is dequeued, always remove the progress sentinel
+		if ( fn === "inprogress" ) {
+			fn = queue.shift();
+			startLength--;
+		}
+
+		if ( fn ) {
+
+			// Add a progress sentinel to prevent the fx queue from being
+			// automatically dequeued
+			if ( type === "fx" ) {
+				queue.unshift( "inprogress" );
+			}
+
+			// Clear up the last queue stop function
+			delete hooks.stop;
+			fn.call( elem, next, hooks );
+		}
+
+		if ( !startLength && hooks ) {
+			hooks.empty.fire();
+		}
+	},
+
+	// Not public - generate a queueHooks object, or return the current one
+	_queueHooks: function( elem, type ) {
+		var key = type + "queueHooks";
+		return dataPriv.get( elem, key ) || dataPriv.access( elem, key, {
+			empty: jQuery.Callbacks( "once memory" ).add( function() {
+				dataPriv.remove( elem, [ type + "queue", key ] );
+			} )
+		} );
+	}
+} );
+
+jQuery.fn.extend( {
+	queue: function( type, data ) {
+		var setter = 2;
+
+		if ( typeof type !== "string" ) {
+			data = type;
+			type = "fx";
+			setter--;
+		}
+
+		if ( arguments.length < setter ) {
+			return jQuery.queue( this[ 0 ], type );
+		}
+
+		return data === undefined ?
+			this :
+			this.each( function() {
+				var queue = jQuery.queue( this, type, data );
+
+				// Ensure a hooks for this queue
+				jQuery._queueHooks( this, type );
+
+				if ( type === "fx" && queue[ 0 ] !== "inprogress" ) {
+					jQuery.dequeue( this, type );
+				}
+			} );
+	},
+	dequeue: function( type ) {
+		return this.each( function() {
+			jQuery.dequeue( this, type );
+		} );
+	},
+	clearQueue: function( type ) {
+		return this.queue( type || "fx", [] );
+	},
+
+	// Get a promise resolved when queues of a certain type
+	// are emptied (fx is the type by default)
+	promise: function( type, obj ) {
+		var tmp,
+			count = 1,
+			defer = jQuery.Deferred(),
+			elements = this,
+			i = this.length,
+			resolve = function() {
+				if ( !( --count ) ) {
+					defer.resolveWith( elements, [ elements ] );
+				}
+			};
+
+		if ( typeof type !== "string" ) {
+			obj = type;
+			type = undefined;
+		}
+		type = type || "fx";
+
+		while ( i-- ) {
+			tmp = dataPriv.get( elements[ i ], type + "queueHooks" );
+			if ( tmp && tmp.empty ) {
+				count++;
+				tmp.empty.add( resolve );
+			}
+		}
+		resolve();
+		return defer.promise( obj );
+	}
+} );
+var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source;
+
+var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" );
+
+
+var cssExpand = [ "Top", "Right", "Bottom", "Left" ];
+
+var documentElement = document.documentElement;
+
+
+
+	var isAttached = function( elem ) {
+			return jQuery.contains( elem.ownerDocument, elem );
+		},
+		composed = { composed: true };
+
+	// Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only
+	// Check attachment across shadow DOM boundaries when possible (gh-3504)
+	// Support: iOS 10.0-10.2 only
+	// Early iOS 10 versions support `attachShadow` but not `getRootNode`,
+	// leading to errors. We need to check for `getRootNode`.
+	if ( documentElement.getRootNode ) {
+		isAttached = function( elem ) {
+			return jQuery.contains( elem.ownerDocument, elem ) ||
+				elem.getRootNode( composed ) === elem.ownerDocument;
+		};
+	}
+var isHiddenWithinTree = function( elem, el ) {
+
+		// isHiddenWithinTree might be called from jQuery#filter function;
+		// in that case, element will be second argument
+		elem = el || elem;
+
+		// Inline style trumps all
+		return elem.style.display === "none" ||
+			elem.style.display === "" &&
+
+			// Otherwise, check computed style
+			// Support: Firefox <=43 - 45
+			// Disconnected elements can have computed display: none, so first confirm that elem is
+			// in the document.
+			isAttached( elem ) &&
+
+			jQuery.css( elem, "display" ) === "none";
+	};
+
+
+
+function adjustCSS( elem, prop, valueParts, tween ) {
+	var adjusted, scale,
+		maxIterations = 20,
+		currentValue = tween ?
+			function() {
+				return tween.cur();
+			} :
+			function() {
+				return jQuery.css( elem, prop, "" );
+			},
+		initial = currentValue(),
+		unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ),
+
+		// Starting value computation is required for potential unit mismatches
+		initialInUnit = elem.nodeType &&
+			( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) &&
+			rcssNum.exec( jQuery.css( elem, prop ) );
+
+	if ( initialInUnit && initialInUnit[ 3 ] !== unit ) {
+
+		// Support: Firefox <=54
+		// Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144)
+		initial = initial / 2;
+
+		// Trust units reported by jQuery.css
+		unit = unit || initialInUnit[ 3 ];
+
+		// Iteratively approximate from a nonzero starting point
+		initialInUnit = +initial || 1;
+
+		while ( maxIterations-- ) {
+
+			// Evaluate and update our best guess (doubling guesses that zero out).
+			// Finish if the scale equals or crosses 1 (making the old*new product non-positive).
+			jQuery.style( elem, prop, initialInUnit + unit );
+			if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) {
+				maxIterations = 0;
+			}
+			initialInUnit = initialInUnit / scale;
+
+		}
+
+		initialInUnit = initialInUnit * 2;
+		jQuery.style( elem, prop, initialInUnit + unit );
+
+		// Make sure we update the tween properties later on
+		valueParts = valueParts || [];
+	}
+
+	if ( valueParts ) {
+		initialInUnit = +initialInUnit || +initial || 0;
+
+		// Apply relative offset (+=/-=) if specified
+		adjusted = valueParts[ 1 ] ?
+			initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] :
+			+valueParts[ 2 ];
+		if ( tween ) {
+			tween.unit = unit;
+			tween.start = initialInUnit;
+			tween.end = adjusted;
+		}
+	}
+	return adjusted;
+}
+
+
+var defaultDisplayMap = {};
+
+function getDefaultDisplay( elem ) {
+	var temp,
+		doc = elem.ownerDocument,
+		nodeName = elem.nodeName,
+		display = defaultDisplayMap[ nodeName ];
+
+	if ( display ) {
+		return display;
+	}
+
+	temp = doc.body.appendChild( doc.createElement( nodeName ) );
+	display = jQuery.css( temp, "display" );
+
+	temp.parentNode.removeChild( temp );
+
+	if ( display === "none" ) {
+		display = "block";
+	}
+	defaultDisplayMap[ nodeName ] = display;
+
+	return display;
+}
+
+function showHide( elements, show ) {
+	var display, elem,
+		values = [],
+		index = 0,
+		length = elements.length;
+
+	// Determine new display value for elements that need to change
+	for ( ; index < length; index++ ) {
+		elem = elements[ index ];
+		if ( !elem.style ) {
+			continue;
+		}
+
+		display = elem.style.display;
+		if ( show ) {
+
+			// Since we force visibility upon cascade-hidden elements, an immediate (and slow)
+			// check is required in this first loop unless we have a nonempty display value (either
+			// inline or about-to-be-restored)
+			if ( display === "none" ) {
+				values[ index ] = dataPriv.get( elem, "display" ) || null;
+				if ( !values[ index ] ) {
+					elem.style.display = "";
+				}
+			}
+			if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) {
+				values[ index ] = getDefaultDisplay( elem );
+			}
+		} else {
+			if ( display !== "none" ) {
+				values[ index ] = "none";
+
+				// Remember what we're overwriting
+				dataPriv.set( elem, "display", display );
+			}
+		}
+	}
+
+	// Set the display of the elements in a second loop to avoid constant reflow
+	for ( index = 0; index < length; index++ ) {
+		if ( values[ index ] != null ) {
+			elements[ index ].style.display = values[ index ];
+		}
+	}
+
+	return elements;
+}
+
+jQuery.fn.extend( {
+	show: function() {
+		return showHide( this, true );
+	},
+	hide: function() {
+		return showHide( this );
+	},
+	toggle: function( state ) {
+		if ( typeof state === "boolean" ) {
+			return state ? this.show() : this.hide();
+		}
+
+		return this.each( function() {
+			if ( isHiddenWithinTree( this ) ) {
+				jQuery( this ).show();
+			} else {
+				jQuery( this ).hide();
+			}
+		} );
+	}
+} );
+var rcheckableType = ( /^(?:checkbox|radio)$/i );
+
+var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i );
+
+var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i );
+
+
+
+( function() {
+	var fragment = document.createDocumentFragment(),
+		div = fragment.appendChild( document.createElement( "div" ) ),
+		input = document.createElement( "input" );
+
+	// Support: Android 4.0 - 4.3 only
+	// Check state lost if the name is set (#11217)
+	// Support: Windows Web Apps (WWA)
+	// `name` and `type` must use .setAttribute for WWA (#14901)
+	input.setAttribute( "type", "radio" );
+	input.setAttribute( "checked", "checked" );
+	input.setAttribute( "name", "t" );
+
+	div.appendChild( input );
+
+	// Support: Android <=4.1 only
+	// Older WebKit doesn't clone checked state correctly in fragments
+	support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked;
+
+	// Support: IE <=11 only
+	// Make sure textarea (and checkbox) defaultValue is properly cloned
+	div.innerHTML = "<textarea>x</textarea>";
+	support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue;
+
+	// Support: IE <=9 only
+	// IE <=9 replaces <option> tags with their contents when inserted outside of
+	// the select element.
+	div.innerHTML = "<option></option>";
+	support.option = !!div.lastChild;
+} )();
+
+
+// We have to close these tags to support XHTML (#13200)
+var wrapMap = {
+
+	// XHTML parsers do not magically insert elements in the
+	// same way that tag soup parsers do. So we cannot shorten
+	// this by omitting <tbody> or other required elements.
+	thead: [ 1, "<table>", "</table>" ],
+	col: [ 2, "<table><colgroup>", "</colgroup></table>" ],
+	tr: [ 2, "<table><tbody>", "</tbody></table>" ],
+	td: [ 3, "<table><tbody><tr>", "</tr></tbody></table>" ],
+
+	_default: [ 0, "", "" ]
+};
+
+wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead;
+wrapMap.th = wrapMap.td;
+
+// Support: IE <=9 only
+if ( !support.option ) {
+	wrapMap.optgroup = wrapMap.option = [ 1, "<select multiple='multiple'>", "</select>" ];
+}
+
+
+function getAll( context, tag ) {
+
+	// Support: IE <=9 - 11 only
+	// Use typeof to avoid zero-argument method invocation on host objects (#15151)
+	var ret;
+
+	if ( typeof context.getElementsByTagName !== "undefined" ) {
+		ret = context.getElementsByTagName( tag || "*" );
+
+	} else if ( typeof context.querySelectorAll !== "undefined" ) {
+		ret = context.querySelectorAll( tag || "*" );
+
+	} else {
+		ret = [];
+	}
+
+	if ( tag === undefined || tag && nodeName( context, tag ) ) {
+		return jQuery.merge( [ context ], ret );
+	}
+
+	return ret;
+}
+
+
+// Mark scripts as having already been evaluated
+function setGlobalEval( elems, refElements ) {
+	var i = 0,
+		l = elems.length;
+
+	for ( ; i < l; i++ ) {
+		dataPriv.set(
+			elems[ i ],
+			"globalEval",
+			!refElements || dataPriv.get( refElements[ i ], "globalEval" )
+		);
+	}
+}
+
+
+var rhtml = /<|&#?\w+;/;
+
+function buildFragment( elems, context, scripts, selection, ignored ) {
+	var elem, tmp, tag, wrap, attached, j,
+		fragment = context.createDocumentFragment(),
+		nodes = [],
+		i = 0,
+		l = elems.length;
+
+	for ( ; i < l; i++ ) {
+		elem = elems[ i ];
+
+		if ( elem || elem === 0 ) {
+
+			// Add nodes directly
+			if ( toType( elem ) === "object" ) {
+
+				// Support: Android <=4.0 only, PhantomJS 1 only
+				// push.apply(_, arraylike) throws on ancient WebKit
+				jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem );
+
+			// Convert non-html into a text node
+			} else if ( !rhtml.test( elem ) ) {
+				nodes.push( context.createTextNode( elem ) );
+
+			// Convert html into DOM nodes
+			} else {
+				tmp = tmp || fragment.appendChild( context.createElement( "div" ) );
+
+				// Deserialize a standard representation
+				tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase();
+				wrap = wrapMap[ tag ] || wrapMap._default;
+				tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ];
+
+				// Descend through wrappers to the right content
+				j = wrap[ 0 ];
+				while ( j-- ) {
+					tmp = tmp.lastChild;
+				}
+
+				// Support: Android <=4.0 only, PhantomJS 1 only
+				// push.apply(_, arraylike) throws on ancient WebKit
+				jQuery.merge( nodes, tmp.childNodes );
+
+				// Remember the top-level container
+				tmp = fragment.firstChild;
+
+				// Ensure the created nodes are orphaned (#12392)
+				tmp.textContent = "";
+			}
+		}
+	}
+
+	// Remove wrapper from fragment
+	fragment.textContent = "";
+
+	i = 0;
+	while ( ( elem = nodes[ i++ ] ) ) {
+
+		// Skip elements already in the context collection (trac-4087)
+		if ( selection && jQuery.inArray( elem, selection ) > -1 ) {
+			if ( ignored ) {
+				ignored.push( elem );
+			}
+			continue;
+		}
+
+		attached = isAttached( elem );
+
+		// Append to fragment
+		tmp = getAll( fragment.appendChild( elem ), "script" );
+
+		// Preserve script evaluation history
+		if ( attached ) {
+			setGlobalEval( tmp );
+		}
+
+		// Capture executables
+		if ( scripts ) {
+			j = 0;
+			while ( ( elem = tmp[ j++ ] ) ) {
+				if ( rscriptType.test( elem.type || "" ) ) {
+					scripts.push( elem );
+				}
+			}
+		}
+	}
+
+	return fragment;
+}
+
+
+var rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
+
+function returnTrue() {
+	return true;
+}
+
+function returnFalse() {
+	return false;
+}
+
+// Support: IE <=9 - 11+
+// focus() and blur() are asynchronous, except when they are no-op.
+// So expect focus to be synchronous when the element is already active,
+// and blur to be synchronous when the element is not already active.
+// (focus and blur are always synchronous in other supported browsers,
+// this just defines when we can count on it).
+function expectSync( elem, type ) {
+	return ( elem === safeActiveElement() ) === ( type === "focus" );
+}
+
+// Support: IE <=9 only
+// Accessing document.activeElement can throw unexpectedly
+// https://bugs.jquery.com/ticket/13393
+function safeActiveElement() {
+	try {
+		return document.activeElement;
+	} catch ( err ) { }
+}
+
+function on( elem, types, selector, data, fn, one ) {
+	var origFn, type;
+
+	// Types can be a map of types/handlers
+	if ( typeof types === "object" ) {
+
+		// ( types-Object, selector, data )
+		if ( typeof selector !== "string" ) {
+
+			// ( types-Object, data )
+			data = data || selector;
+			selector = undefined;
+		}
+		for ( type in types ) {
+			on( elem, type, selector, data, types[ type ], one );
+		}
+		return elem;
+	}
+
+	if ( data == null && fn == null ) {
+
+		// ( types, fn )
+		fn = selector;
+		data = selector = undefined;
+	} else if ( fn == null ) {
+		if ( typeof selector === "string" ) {
+
+			// ( types, selector, fn )
+			fn = data;
+			data = undefined;
+		} else {
+
+			// ( types, data, fn )
+			fn = data;
+			data = selector;
+			selector = undefined;
+		}
+	}
+	if ( fn === false ) {
+		fn = returnFalse;
+	} else if ( !fn ) {
+		return elem;
+	}
+
+	if ( one === 1 ) {
+		origFn = fn;
+		fn = function( event ) {
+
+			// Can use an empty set, since event contains the info
+			jQuery().off( event );
+			return origFn.apply( this, arguments );
+		};
+
+		// Use same guid so caller can remove using origFn
+		fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ );
+	}
+	return elem.each( function() {
+		jQuery.event.add( this, types, fn, data, selector );
+	} );
+}
+
+/*
+ * Helper functions for managing events -- not part of the public interface.
+ * Props to Dean Edwards' addEvent library for many of the ideas.
+ */
+jQuery.event = {
+
+	global: {},
+
+	add: function( elem, types, handler, data, selector ) {
+
+		var handleObjIn, eventHandle, tmp,
+			events, t, handleObj,
+			special, handlers, type, namespaces, origType,
+			elemData = dataPriv.get( elem );
+
+		// Only attach events to objects that accept data
+		if ( !acceptData( elem ) ) {
+			return;
+		}
+
+		// Caller can pass in an object of custom data in lieu of the handler
+		if ( handler.handler ) {
+			handleObjIn = handler;
+			handler = handleObjIn.handler;
+			selector = handleObjIn.selector;
+		}
+
+		// Ensure that invalid selectors throw exceptions at attach time
+		// Evaluate against documentElement in case elem is a non-element node (e.g., document)
+		if ( selector ) {
+			jQuery.find.matchesSelector( documentElement, selector );
+		}
+
+		// Make sure that the handler has a unique ID, used to find/remove it later
+		if ( !handler.guid ) {
+			handler.guid = jQuery.guid++;
+		}
+
+		// Init the element's event structure and main handler, if this is the first
+		if ( !( events = elemData.events ) ) {
+			events = elemData.events = Object.create( null );
+		}
+		if ( !( eventHandle = elemData.handle ) ) {
+			eventHandle = elemData.handle = function( e ) {
+
+				// Discard the second event of a jQuery.event.trigger() and
+				// when an event is called after a page has unloaded
+				return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ?
+					jQuery.event.dispatch.apply( elem, arguments ) : undefined;
+			};
+		}
+
+		// Handle multiple events separated by a space
+		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
+		t = types.length;
+		while ( t-- ) {
+			tmp = rtypenamespace.exec( types[ t ] ) || [];
+			type = origType = tmp[ 1 ];
+			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
+
+			// There *must* be a type, no attaching namespace-only handlers
+			if ( !type ) {
+				continue;
+			}
+
+			// If event changes its type, use the special event handlers for the changed type
+			special = jQuery.event.special[ type ] || {};
+
+			// If selector defined, determine special event api type, otherwise given type
+			type = ( selector ? special.delegateType : special.bindType ) || type;
+
+			// Update special based on newly reset type
+			special = jQuery.event.special[ type ] || {};
+
+			// handleObj is passed to all event handlers
+			handleObj = jQuery.extend( {
+				type: type,
+				origType: origType,
+				data: data,
+				handler: handler,
+				guid: handler.guid,
+				selector: selector,
+				needsContext: selector && jQuery.expr.match.needsContext.test( selector ),
+				namespace: namespaces.join( "." )
+			}, handleObjIn );
+
+			// Init the event handler queue if we're the first
+			if ( !( handlers = events[ type ] ) ) {
+				handlers = events[ type ] = [];
+				handlers.delegateCount = 0;
+
+				// Only use addEventListener if the special events handler returns false
+				if ( !special.setup ||
+					special.setup.call( elem, data, namespaces, eventHandle ) === false ) {
+
+					if ( elem.addEventListener ) {
+						elem.addEventListener( type, eventHandle );
+					}
+				}
+			}
+
+			if ( special.add ) {
+				special.add.call( elem, handleObj );
+
+				if ( !handleObj.handler.guid ) {
+					handleObj.handler.guid = handler.guid;
+				}
+			}
+
+			// Add to the element's handler list, delegates in front
+			if ( selector ) {
+				handlers.splice( handlers.delegateCount++, 0, handleObj );
+			} else {
+				handlers.push( handleObj );
+			}
+
+			// Keep track of which events have ever been used, for event optimization
+			jQuery.event.global[ type ] = true;
+		}
+
+	},
+
+	// Detach an event or set of events from an element
+	remove: function( elem, types, handler, selector, mappedTypes ) {
+
+		var j, origCount, tmp,
+			events, t, handleObj,
+			special, handlers, type, namespaces, origType,
+			elemData = dataPriv.hasData( elem ) && dataPriv.get( elem );
+
+		if ( !elemData || !( events = elemData.events ) ) {
+			return;
+		}
+
+		// Once for each type.namespace in types; type may be omitted
+		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
+		t = types.length;
+		while ( t-- ) {
+			tmp = rtypenamespace.exec( types[ t ] ) || [];
+			type = origType = tmp[ 1 ];
+			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
+
+			// Unbind all events (on this namespace, if provided) for the element
+			if ( !type ) {
+				for ( type in events ) {
+					jQuery.event.remove( elem, type + types[ t ], handler, selector, true );
+				}
+				continue;
+			}
+
+			special = jQuery.event.special[ type ] || {};
+			type = ( selector ? special.delegateType : special.bindType ) || type;
+			handlers = events[ type ] || [];
+			tmp = tmp[ 2 ] &&
+				new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" );
+
+			// Remove matching events
+			origCount = j = handlers.length;
+			while ( j-- ) {
+				handleObj = handlers[ j ];
+
+				if ( ( mappedTypes || origType === handleObj.origType ) &&
+					( !handler || handler.guid === handleObj.guid ) &&
+					( !tmp || tmp.test( handleObj.namespace ) ) &&
+					( !selector || selector === handleObj.selector ||
+						selector === "**" && handleObj.selector ) ) {
+					handlers.splice( j, 1 );
+
+					if ( handleObj.selector ) {
+						handlers.delegateCount--;
+					}
+					if ( special.remove ) {
+						special.remove.call( elem, handleObj );
+					}
+				}
+			}
+
+			// Remove generic event handler if we removed something and no more handlers exist
+			// (avoids potential for endless recursion during removal of special event handlers)
+			if ( origCount && !handlers.length ) {
+				if ( !special.teardown ||
+					special.teardown.call( elem, namespaces, elemData.handle ) === false ) {
+
+					jQuery.removeEvent( elem, type, elemData.handle );
+				}
+
+				delete events[ type ];
+			}
+		}
+
+		// Remove data and the expando if it's no longer used
+		if ( jQuery.isEmptyObject( events ) ) {
+			dataPriv.remove( elem, "handle events" );
+		}
+	},
+
+	dispatch: function( nativeEvent ) {
+
+		var i, j, ret, matched, handleObj, handlerQueue,
+			args = new Array( arguments.length ),
+
+			// Make a writable jQuery.Event from the native event object
+			event = jQuery.event.fix( nativeEvent ),
+
+			handlers = (
+				dataPriv.get( this, "events" ) || Object.create( null )
+			)[ event.type ] || [],
+			special = jQuery.event.special[ event.type ] || {};
+
+		// Use the fix-ed jQuery.Event rather than the (read-only) native event
+		args[ 0 ] = event;
+
+		for ( i = 1; i < arguments.length; i++ ) {
+			args[ i ] = arguments[ i ];
+		}
+
+		event.delegateTarget = this;
+
+		// Call the preDispatch hook for the mapped type, and let it bail if desired
+		if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) {
+			return;
+		}
+
+		// Determine handlers
+		handlerQueue = jQuery.event.handlers.call( this, event, handlers );
+
+		// Run delegates first; they may want to stop propagation beneath us
+		i = 0;
+		while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) {
+			event.currentTarget = matched.elem;
+
+			j = 0;
+			while ( ( handleObj = matched.handlers[ j++ ] ) &&
+				!event.isImmediatePropagationStopped() ) {
+
+				// If the event is namespaced, then each handler is only invoked if it is
+				// specially universal or its namespaces are a superset of the event's.
+				if ( !event.rnamespace || handleObj.namespace === false ||
+					event.rnamespace.test( handleObj.namespace ) ) {
+
+					event.handleObj = handleObj;
+					event.data = handleObj.data;
+
+					ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle ||
+						handleObj.handler ).apply( matched.elem, args );
+
+					if ( ret !== undefined ) {
+						if ( ( event.result = ret ) === false ) {
+							event.preventDefault();
+							event.stopPropagation();
+						}
+					}
+				}
+			}
+		}
+
+		// Call the postDispatch hook for the mapped type
+		if ( special.postDispatch ) {
+			special.postDispatch.call( this, event );
+		}
+
+		return event.result;
+	},
+
+	handlers: function( event, handlers ) {
+		var i, handleObj, sel, matchedHandlers, matchedSelectors,
+			handlerQueue = [],
+			delegateCount = handlers.delegateCount,
+			cur = event.target;
+
+		// Find delegate handlers
+		if ( delegateCount &&
+
+			// Support: IE <=9
+			// Black-hole SVG <use> instance trees (trac-13180)
+			cur.nodeType &&
+
+			// Support: Firefox <=42
+			// Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861)
+			// https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click
+			// Support: IE 11 only
+			// ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343)
+			!( event.type === "click" && event.button >= 1 ) ) {
+
+			for ( ; cur !== this; cur = cur.parentNode || this ) {
+
+				// Don't check non-elements (#13208)
+				// Don't process clicks on disabled elements (#6911, #8165, #11382, #11764)
+				if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) {
+					matchedHandlers = [];
+					matchedSelectors = {};
+					for ( i = 0; i < delegateCount; i++ ) {
+						handleObj = handlers[ i ];
+
+						// Don't conflict with Object.prototype properties (#13203)
+						sel = handleObj.selector + " ";
+
+						if ( matchedSelectors[ sel ] === undefined ) {
+							matchedSelectors[ sel ] = handleObj.needsContext ?
+								jQuery( sel, this ).index( cur ) > -1 :
+								jQuery.find( sel, this, null, [ cur ] ).length;
+						}
+						if ( matchedSelectors[ sel ] ) {
+							matchedHandlers.push( handleObj );
+						}
+					}
+					if ( matchedHandlers.length ) {
+						handlerQueue.push( { elem: cur, handlers: matchedHandlers } );
+					}
+				}
+			}
+		}
+
+		// Add the remaining (directly-bound) handlers
+		cur = this;
+		if ( delegateCount < handlers.length ) {
+			handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } );
+		}
+
+		return handlerQueue;
+	},
+
+	addProp: function( name, hook ) {
+		Object.defineProperty( jQuery.Event.prototype, name, {
+			enumerable: true,
+			configurable: true,
+
+			get: isFunction( hook ) ?
+				function() {
+					if ( this.originalEvent ) {
+						return hook( this.originalEvent );
+					}
+				} :
+				function() {
+					if ( this.originalEvent ) {
+						return this.originalEvent[ name ];
+					}
+				},
+
+			set: function( value ) {
+				Object.defineProperty( this, name, {
+					enumerable: true,
+					configurable: true,
+					writable: true,
+					value: value
+				} );
+			}
+		} );
+	},
+
+	fix: function( originalEvent ) {
+		return originalEvent[ jQuery.expando ] ?
+			originalEvent :
+			new jQuery.Event( originalEvent );
+	},
+
+	special: {
+		load: {
+
+			// Prevent triggered image.load events from bubbling to window.load
+			noBubble: true
+		},
+		click: {
+
+			// Utilize native event to ensure correct state for checkable inputs
+			setup: function( data ) {
+
+				// For mutual compressibility with _default, replace `this` access with a local var.
+				// `|| data` is dead code meant only to preserve the variable through minification.
+				var el = this || data;
+
+				// Claim the first handler
+				if ( rcheckableType.test( el.type ) &&
+					el.click && nodeName( el, "input" ) ) {
+
+					// dataPriv.set( el, "click", ... )
+					leverageNative( el, "click", returnTrue );
+				}
+
+				// Return false to allow normal processing in the caller
+				return false;
+			},
+			trigger: function( data ) {
+
+				// For mutual compressibility with _default, replace `this` access with a local var.
+				// `|| data` is dead code meant only to preserve the variable through minification.
+				var el = this || data;
+
+				// Force setup before triggering a click
+				if ( rcheckableType.test( el.type ) &&
+					el.click && nodeName( el, "input" ) ) {
+
+					leverageNative( el, "click" );
+				}
+
+				// Return non-false to allow normal event-path propagation
+				return true;
+			},
+
+			// For cross-browser consistency, suppress native .click() on links
+			// Also prevent it if we're currently inside a leveraged native-event stack
+			_default: function( event ) {
+				var target = event.target;
+				return rcheckableType.test( target.type ) &&
+					target.click && nodeName( target, "input" ) &&
+					dataPriv.get( target, "click" ) ||
+					nodeName( target, "a" );
+			}
+		},
+
+		beforeunload: {
+			postDispatch: function( event ) {
+
+				// Support: Firefox 20+
+				// Firefox doesn't alert if the returnValue field is not set.
+				if ( event.result !== undefined && event.originalEvent ) {
+					event.originalEvent.returnValue = event.result;
+				}
+			}
+		}
+	}
+};
+
+// Ensure the presence of an event listener that handles manually-triggered
+// synthetic events by interrupting progress until reinvoked in response to
+// *native* events that it fires directly, ensuring that state changes have
+// already occurred before other listeners are invoked.
+function leverageNative( el, type, expectSync ) {
+
+	// Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add
+	if ( !expectSync ) {
+		if ( dataPriv.get( el, type ) === undefined ) {
+			jQuery.event.add( el, type, returnTrue );
+		}
+		return;
+	}
+
+	// Register the controller as a special universal handler for all event namespaces
+	dataPriv.set( el, type, false );
+	jQuery.event.add( el, type, {
+		namespace: false,
+		handler: function( event ) {
+			var notAsync, result,
+				saved = dataPriv.get( this, type );
+
+			if ( ( event.isTrigger & 1 ) && this[ type ] ) {
+
+				// Interrupt processing of the outer synthetic .trigger()ed event
+				// Saved data should be false in such cases, but might be a leftover capture object
+				// from an async native handler (gh-4350)
+				if ( !saved.length ) {
+
+					// Store arguments for use when handling the inner native event
+					// There will always be at least one argument (an event object), so this array
+					// will not be confused with a leftover capture object.
+					saved = slice.call( arguments );
+					dataPriv.set( this, type, saved );
+
+					// Trigger the native event and capture its result
+					// Support: IE <=9 - 11+
+					// focus() and blur() are asynchronous
+					notAsync = expectSync( this, type );
+					this[ type ]();
+					result = dataPriv.get( this, type );
+					if ( saved !== result || notAsync ) {
+						dataPriv.set( this, type, false );
+					} else {
+						result = {};
+					}
+					if ( saved !== result ) {
+
+						// Cancel the outer synthetic event
+						event.stopImmediatePropagation();
+						event.preventDefault();
+
+						// Support: Chrome 86+
+						// In Chrome, if an element having a focusout handler is blurred by
+						// clicking outside of it, it invokes the handler synchronously. If
+						// that handler calls `.remove()` on the element, the data is cleared,
+						// leaving `result` undefined. We need to guard against this.
+						return result && result.value;
+					}
+
+				// If this is an inner synthetic event for an event with a bubbling surrogate
+				// (focus or blur), assume that the surrogate already propagated from triggering the
+				// native event and prevent that from happening again here.
+				// This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the
+				// bubbling surrogate propagates *after* the non-bubbling base), but that seems
+				// less bad than duplication.
+				} else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) {
+					event.stopPropagation();
+				}
+
+			// If this is a native event triggered above, everything is now in order
+			// Fire an inner synthetic event with the original arguments
+			} else if ( saved.length ) {
+
+				// ...and capture the result
+				dataPriv.set( this, type, {
+					value: jQuery.event.trigger(
+
+						// Support: IE <=9 - 11+
+						// Extend with the prototype to reset the above stopImmediatePropagation()
+						jQuery.extend( saved[ 0 ], jQuery.Event.prototype ),
+						saved.slice( 1 ),
+						this
+					)
+				} );
+
+				// Abort handling of the native event
+				event.stopImmediatePropagation();
+			}
+		}
+	} );
+}
+
+jQuery.removeEvent = function( elem, type, handle ) {
+
+	// This "if" is needed for plain objects
+	if ( elem.removeEventListener ) {
+		elem.removeEventListener( type, handle );
+	}
+};
+
+jQuery.Event = function( src, props ) {
+
+	// Allow instantiation without the 'new' keyword
+	if ( !( this instanceof jQuery.Event ) ) {
+		return new jQuery.Event( src, props );
+	}
+
+	// Event object
+	if ( src && src.type ) {
+		this.originalEvent = src;
+		this.type = src.type;
+
+		// Events bubbling up the document may have been marked as prevented
+		// by a handler lower down the tree; reflect the correct value.
+		this.isDefaultPrevented = src.defaultPrevented ||
+				src.defaultPrevented === undefined &&
+
+				// Support: Android <=2.3 only
+				src.returnValue === false ?
+			returnTrue :
+			returnFalse;
+
+		// Create target properties
+		// Support: Safari <=6 - 7 only
+		// Target should not be a text node (#504, #13143)
+		this.target = ( src.target && src.target.nodeType === 3 ) ?
+			src.target.parentNode :
+			src.target;
+
+		this.currentTarget = src.currentTarget;
+		this.relatedTarget = src.relatedTarget;
+
+	// Event type
+	} else {
+		this.type = src;
+	}
+
+	// Put explicitly provided properties onto the event object
+	if ( props ) {
+		jQuery.extend( this, props );
+	}
+
+	// Create a timestamp if incoming event doesn't have one
+	this.timeStamp = src && src.timeStamp || Date.now();
+
+	// Mark it as fixed
+	this[ jQuery.expando ] = true;
+};
+
+// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding
+// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html
+jQuery.Event.prototype = {
+	constructor: jQuery.Event,
+	isDefaultPrevented: returnFalse,
+	isPropagationStopped: returnFalse,
+	isImmediatePropagationStopped: returnFalse,
+	isSimulated: false,
+
+	preventDefault: function() {
+		var e = this.originalEvent;
+
+		this.isDefaultPrevented = returnTrue;
+
+		if ( e && !this.isSimulated ) {
+			e.preventDefault();
+		}
+	},
+	stopPropagation: function() {
+		var e = this.originalEvent;
+
+		this.isPropagationStopped = returnTrue;
+
+		if ( e && !this.isSimulated ) {
+			e.stopPropagation();
+		}
+	},
+	stopImmediatePropagation: function() {
+		var e = this.originalEvent;
+
+		this.isImmediatePropagationStopped = returnTrue;
+
+		if ( e && !this.isSimulated ) {
+			e.stopImmediatePropagation();
+		}
+
+		this.stopPropagation();
+	}
+};
+
+// Includes all common event props including KeyEvent and MouseEvent specific props
+jQuery.each( {
+	altKey: true,
+	bubbles: true,
+	cancelable: true,
+	changedTouches: true,
+	ctrlKey: true,
+	detail: true,
+	eventPhase: true,
+	metaKey: true,
+	pageX: true,
+	pageY: true,
+	shiftKey: true,
+	view: true,
+	"char": true,
+	code: true,
+	charCode: true,
+	key: true,
+	keyCode: true,
+	button: true,
+	buttons: true,
+	clientX: true,
+	clientY: true,
+	offsetX: true,
+	offsetY: true,
+	pointerId: true,
+	pointerType: true,
+	screenX: true,
+	screenY: true,
+	targetTouches: true,
+	toElement: true,
+	touches: true,
+	which: true
+}, jQuery.event.addProp );
+
+jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
+	jQuery.event.special[ type ] = {
+
+		// Utilize native event if possible so blur/focus sequence is correct
+		setup: function() {
+
+			// Claim the first handler
+			// dataPriv.set( this, "focus", ... )
+			// dataPriv.set( this, "blur", ... )
+			leverageNative( this, type, expectSync );
+
+			// Return false to allow normal processing in the caller
+			return false;
+		},
+		trigger: function() {
+
+			// Force setup before trigger
+			leverageNative( this, type );
+
+			// Return non-false to allow normal event-path propagation
+			return true;
+		},
+
+		// Suppress native focus or blur as it's already being fired
+		// in leverageNative.
+		_default: function() {
+			return true;
+		},
+
+		delegateType: delegateType
+	};
+} );
+
+// Create mouseenter/leave events using mouseover/out and event-time checks
+// so that event delegation works in jQuery.
+// Do the same for pointerenter/pointerleave and pointerover/pointerout
+//
+// Support: Safari 7 only
+// Safari sends mouseenter too often; see:
+// https://bugs.chromium.org/p/chromium/issues/detail?id=470258
+// for the description of the bug (it existed in older Chrome versions as well).
+jQuery.each( {
+	mouseenter: "mouseover",
+	mouseleave: "mouseout",
+	pointerenter: "pointerover",
+	pointerleave: "pointerout"
+}, function( orig, fix ) {
+	jQuery.event.special[ orig ] = {
+		delegateType: fix,
+		bindType: fix,
+
+		handle: function( event ) {
+			var ret,
+				target = this,
+				related = event.relatedTarget,
+				handleObj = event.handleObj;
+
+			// For mouseenter/leave call the handler if related is outside the target.
+			// NB: No relatedTarget if the mouse left/entered the browser window
+			if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) {
+				event.type = handleObj.origType;
+				ret = handleObj.handler.apply( this, arguments );
+				event.type = fix;
+			}
+			return ret;
+		}
+	};
+} );
+
+jQuery.fn.extend( {
+
+	on: function( types, selector, data, fn ) {
+		return on( this, types, selector, data, fn );
+	},
+	one: function( types, selector, data, fn ) {
+		return on( this, types, selector, data, fn, 1 );
+	},
+	off: function( types, selector, fn ) {
+		var handleObj, type;
+		if ( types && types.preventDefault && types.handleObj ) {
+
+			// ( event )  dispatched jQuery.Event
+			handleObj = types.handleObj;
+			jQuery( types.delegateTarget ).off(
+				handleObj.namespace ?
+					handleObj.origType + "." + handleObj.namespace :
+					handleObj.origType,
+				handleObj.selector,
+				handleObj.handler
+			);
+			return this;
+		}
+		if ( typeof types === "object" ) {
+
+			// ( types-object [, selector] )
+			for ( type in types ) {
+				this.off( type, selector, types[ type ] );
+			}
+			return this;
+		}
+		if ( selector === false || typeof selector === "function" ) {
+
+			// ( types [, fn] )
+			fn = selector;
+			selector = undefined;
+		}
+		if ( fn === false ) {
+			fn = returnFalse;
+		}
+		return this.each( function() {
+			jQuery.event.remove( this, types, fn, selector );
+		} );
+	}
+} );
+
+
+var
+
+	// Support: IE <=10 - 11, Edge 12 - 13 only
+	// In IE/Edge using regex groups here causes severe slowdowns.
+	// See https://connect.microsoft.com/IE/feedback/details/1736512/
+	rnoInnerhtml = /<script|<style|<link/i,
+
+	// checked="checked" or checked
+	rchecked = /checked\s*(?:[^=]|=\s*.checked.)/i,
+	rcleanScript = /^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;
+
+// Prefer a tbody over its parent table for containing new rows
+function manipulationTarget( elem, content ) {
+	if ( nodeName( elem, "table" ) &&
+		nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) {
+
+		return jQuery( elem ).children( "tbody" )[ 0 ] || elem;
+	}
+
+	return elem;
+}
+
+// Replace/restore the type attribute of script elements for safe DOM manipulation
+function disableScript( elem ) {
+	elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type;
+	return elem;
+}
+function restoreScript( elem ) {
+	if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) {
+		elem.type = elem.type.slice( 5 );
+	} else {
+		elem.removeAttribute( "type" );
+	}
+
+	return elem;
+}
+
+function cloneCopyEvent( src, dest ) {
+	var i, l, type, pdataOld, udataOld, udataCur, events;
+
+	if ( dest.nodeType !== 1 ) {
+		return;
+	}
+
+	// 1. Copy private data: events, handlers, etc.
+	if ( dataPriv.hasData( src ) ) {
+		pdataOld = dataPriv.get( src );
+		events = pdataOld.events;
+
+		if ( events ) {
+			dataPriv.remove( dest, "handle events" );
+
+			for ( type in events ) {
+				for ( i = 0, l = events[ type ].length; i < l; i++ ) {
+					jQuery.event.add( dest, type, events[ type ][ i ] );
+				}
+			}
+		}
+	}
+
+	// 2. Copy user data
+	if ( dataUser.hasData( src ) ) {
+		udataOld = dataUser.access( src );
+		udataCur = jQuery.extend( {}, udataOld );
+
+		dataUser.set( dest, udataCur );
+	}
+}
+
+// Fix IE bugs, see support tests
+function fixInput( src, dest ) {
+	var nodeName = dest.nodeName.toLowerCase();
+
+	// Fails to persist the checked state of a cloned checkbox or radio button.
+	if ( nodeName === "input" && rcheckableType.test( src.type ) ) {
+		dest.checked = src.checked;
+
+	// Fails to return the selected option to the default selected state when cloning options
+	} else if ( nodeName === "input" || nodeName === "textarea" ) {
+		dest.defaultValue = src.defaultValue;
+	}
+}
+
+function domManip( collection, args, callback, ignored ) {
+
+	// Flatten any nested arrays
+	args = flat( args );
+
+	var fragment, first, scripts, hasScripts, node, doc,
+		i = 0,
+		l = collection.length,
+		iNoClone = l - 1,
+		value = args[ 0 ],
+		valueIsFunction = isFunction( value );
+
+	// We can't cloneNode fragments that contain checked, in WebKit
+	if ( valueIsFunction ||
+			( l > 1 && typeof value === "string" &&
+				!support.checkClone && rchecked.test( value ) ) ) {
+		return collection.each( function( index ) {
+			var self = collection.eq( index );
+			if ( valueIsFunction ) {
+				args[ 0 ] = value.call( this, index, self.html() );
+			}
+			domManip( self, args, callback, ignored );
+		} );
+	}
+
+	if ( l ) {
+		fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored );
+		first = fragment.firstChild;
+
+		if ( fragment.childNodes.length === 1 ) {
+			fragment = first;
+		}
+
+		// Require either new content or an interest in ignored elements to invoke the callback
+		if ( first || ignored ) {
+			scripts = jQuery.map( getAll( fragment, "script" ), disableScript );
+			hasScripts = scripts.length;
+
+			// Use the original fragment for the last item
+			// instead of the first because it can end up
+			// being emptied incorrectly in certain situations (#8070).
+			for ( ; i < l; i++ ) {
+				node = fragment;
+
+				if ( i !== iNoClone ) {
+					node = jQuery.clone( node, true, true );
+
+					// Keep references to cloned scripts for later restoration
+					if ( hasScripts ) {
+
+						// Support: Android <=4.0 only, PhantomJS 1 only
+						// push.apply(_, arraylike) throws on ancient WebKit
+						jQuery.merge( scripts, getAll( node, "script" ) );
+					}
+				}
+
+				callback.call( collection[ i ], node, i );
+			}
+
+			if ( hasScripts ) {
+				doc = scripts[ scripts.length - 1 ].ownerDocument;
+
+				// Reenable scripts
+				jQuery.map( scripts, restoreScript );
+
+				// Evaluate executable scripts on first document insertion
+				for ( i = 0; i < hasScripts; i++ ) {
+					node = scripts[ i ];
+					if ( rscriptType.test( node.type || "" ) &&
+						!dataPriv.access( node, "globalEval" ) &&
+						jQuery.contains( doc, node ) ) {
+
+						if ( node.src && ( node.type || "" ).toLowerCase()  !== "module" ) {
+
+							// Optional AJAX dependency, but won't run scripts if not present
+							if ( jQuery._evalUrl && !node.noModule ) {
+								jQuery._evalUrl( node.src, {
+									nonce: node.nonce || node.getAttribute( "nonce" )
+								}, doc );
+							}
+						} else {
+							DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc );
+						}
+					}
+				}
+			}
+		}
+	}
+
+	return collection;
+}
+
+function remove( elem, selector, keepData ) {
+	var node,
+		nodes = selector ? jQuery.filter( selector, elem ) : elem,
+		i = 0;
+
+	for ( ; ( node = nodes[ i ] ) != null; i++ ) {
+		if ( !keepData && node.nodeType === 1 ) {
+			jQuery.cleanData( getAll( node ) );
+		}
+
+		if ( node.parentNode ) {
+			if ( keepData && isAttached( node ) ) {
+				setGlobalEval( getAll( node, "script" ) );
+			}
+			node.parentNode.removeChild( node );
+		}
+	}
+
+	return elem;
+}
+
+jQuery.extend( {
+	htmlPrefilter: function( html ) {
+		return html;
+	},
+
+	clone: function( elem, dataAndEvents, deepDataAndEvents ) {
+		var i, l, srcElements, destElements,
+			clone = elem.cloneNode( true ),
+			inPage = isAttached( elem );
+
+		// Fix IE cloning issues
+		if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) &&
+				!jQuery.isXMLDoc( elem ) ) {
+
+			// We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2
+			destElements = getAll( clone );
+			srcElements = getAll( elem );
+
+			for ( i = 0, l = srcElements.length; i < l; i++ ) {
+				fixInput( srcElements[ i ], destElements[ i ] );
+			}
+		}
+
+		// Copy the events from the original to the clone
+		if ( dataAndEvents ) {
+			if ( deepDataAndEvents ) {
+				srcElements = srcElements || getAll( elem );
+				destElements = destElements || getAll( clone );
+
+				for ( i = 0, l = srcElements.length; i < l; i++ ) {
+					cloneCopyEvent( srcElements[ i ], destElements[ i ] );
+				}
+			} else {
+				cloneCopyEvent( elem, clone );
+			}
+		}
+
+		// Preserve script evaluation history
+		destElements = getAll( clone, "script" );
+		if ( destElements.length > 0 ) {
+			setGlobalEval( destElements, !inPage && getAll( elem, "script" ) );
+		}
+
+		// Return the cloned set
+		return clone;
+	},
+
+	cleanData: function( elems ) {
+		var data, elem, type,
+			special = jQuery.event.special,
+			i = 0;
+
+		for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) {
+			if ( acceptData( elem ) ) {
+				if ( ( data = elem[ dataPriv.expando ] ) ) {
+					if ( data.events ) {
+						for ( type in data.events ) {
+							if ( special[ type ] ) {
+								jQuery.event.remove( elem, type );
+
+							// This is a shortcut to avoid jQuery.event.remove's overhead
+							} else {
+								jQuery.removeEvent( elem, type, data.handle );
+							}
+						}
+					}
+
+					// Support: Chrome <=35 - 45+
+					// Assign undefined instead of using delete, see Data#remove
+					elem[ dataPriv.expando ] = undefined;
+				}
+				if ( elem[ dataUser.expando ] ) {
+
+					// Support: Chrome <=35 - 45+
+					// Assign undefined instead of using delete, see Data#remove
+					elem[ dataUser.expando ] = undefined;
+				}
+			}
+		}
+	}
+} );
+
+jQuery.fn.extend( {
+	detach: function( selector ) {
+		return remove( this, selector, true );
+	},
+
+	remove: function( selector ) {
+		return remove( this, selector );
+	},
+
+	text: function( value ) {
+		return access( this, function( value ) {
+			return value === undefined ?
+				jQuery.text( this ) :
+				this.empty().each( function() {
+					if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
+						this.textContent = value;
+					}
+				} );
+		}, null, value, arguments.length );
+	},
+
+	append: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
+				var target = manipulationTarget( this, elem );
+				target.appendChild( elem );
+			}
+		} );
+	},
+
+	prepend: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
+				var target = manipulationTarget( this, elem );
+				target.insertBefore( elem, target.firstChild );
+			}
+		} );
+	},
+
+	before: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.parentNode ) {
+				this.parentNode.insertBefore( elem, this );
+			}
+		} );
+	},
+
+	after: function() {
+		return domManip( this, arguments, function( elem ) {
+			if ( this.parentNode ) {
+				this.parentNode.insertBefore( elem, this.nextSibling );
+			}
+		} );
+	},
+
+	empty: function() {
+		var elem,
+			i = 0;
+
+		for ( ; ( elem = this[ i ] ) != null; i++ ) {
+			if ( elem.nodeType === 1 ) {
+
+				// Prevent memory leaks
+				jQuery.cleanData( getAll( elem, false ) );
+
+				// Remove any remaining nodes
+				elem.textContent = "";
+			}
+		}
+
+		return this;
+	},
+
+	clone: function( dataAndEvents, deepDataAndEvents ) {
+		dataAndEvents = dataAndEvents == null ? false : dataAndEvents;
+		deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents;
+
+		return this.map( function() {
+			return jQuery.clone( this, dataAndEvents, deepDataAndEvents );
+		} );
+	},
+
+	html: function( value ) {
+		return access( this, function( value ) {
+			var elem = this[ 0 ] || {},
+				i = 0,
+				l = this.length;
+
+			if ( value === undefined && elem.nodeType === 1 ) {
+				return elem.innerHTML;
+			}
+
+			// See if we can take a shortcut and just use innerHTML
+			if ( typeof value === "string" && !rnoInnerhtml.test( value ) &&
+				!wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) {
+
+				value = jQuery.htmlPrefilter( value );
+
+				try {
+					for ( ; i < l; i++ ) {
+						elem = this[ i ] || {};
+
+						// Remove element nodes and prevent memory leaks
+						if ( elem.nodeType === 1 ) {
+							jQuery.cleanData( getAll( elem, false ) );
+							elem.innerHTML = value;
+						}
+					}
+
+					elem = 0;
+
+				// If using innerHTML throws an exception, use the fallback method
+				} catch ( e ) {}
+			}
+
+			if ( elem ) {
+				this.empty().append( value );
+			}
+		}, null, value, arguments.length );
+	},
+
+	replaceWith: function() {
+		var ignored = [];
+
+		// Make the changes, replacing each non-ignored context element with the new content
+		return domManip( this, arguments, function( elem ) {
+			var parent = this.parentNode;
+
+			if ( jQuery.inArray( this, ignored ) < 0 ) {
+				jQuery.cleanData( getAll( this ) );
+				if ( parent ) {
+					parent.replaceChild( elem, this );
+				}
+			}
+
+		// Force callback invocation
+		}, ignored );
+	}
+} );
+
+jQuery.each( {
+	appendTo: "append",
+	prependTo: "prepend",
+	insertBefore: "before",
+	insertAfter: "after",
+	replaceAll: "replaceWith"
+}, function( name, original ) {
+	jQuery.fn[ name ] = function( selector ) {
+		var elems,
+			ret = [],
+			insert = jQuery( selector ),
+			last = insert.length - 1,
+			i = 0;
+
+		for ( ; i <= last; i++ ) {
+			elems = i === last ? this : this.clone( true );
+			jQuery( insert[ i ] )[ original ]( elems );
+
+			// Support: Android <=4.0 only, PhantomJS 1 only
+			// .get() because push.apply(_, arraylike) throws on ancient WebKit
+			push.apply( ret, elems.get() );
+		}
+
+		return this.pushStack( ret );
+	};
+} );
+var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" );
+
+var getStyles = function( elem ) {
+
+		// Support: IE <=11 only, Firefox <=30 (#15098, #14150)
+		// IE throws on elements created in popups
+		// FF meanwhile throws on frame elements through "defaultView.getComputedStyle"
+		var view = elem.ownerDocument.defaultView;
+
+		if ( !view || !view.opener ) {
+			view = window;
+		}
+
+		return view.getComputedStyle( elem );
+	};
+
+var swap = function( elem, options, callback ) {
+	var ret, name,
+		old = {};
+
+	// Remember the old values, and insert the new ones
+	for ( name in options ) {
+		old[ name ] = elem.style[ name ];
+		elem.style[ name ] = options[ name ];
+	}
+
+	ret = callback.call( elem );
+
+	// Revert the old values
+	for ( name in options ) {
+		elem.style[ name ] = old[ name ];
+	}
+
+	return ret;
+};
+
+
+var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
+
+
+
+( function() {
+
+	// Executing both pixelPosition & boxSizingReliable tests require only one layout
+	// so they're executed at the same time to save the second computation.
+	function computeStyleTests() {
+
+		// This is a singleton, we need to execute it only once
+		if ( !div ) {
+			return;
+		}
+
+		container.style.cssText = "position:absolute;left:-11111px;width:60px;" +
+			"margin-top:1px;padding:0;border:0";
+		div.style.cssText =
+			"position:relative;display:block;box-sizing:border-box;overflow:scroll;" +
+			"margin:auto;border:1px;padding:1px;" +
+			"width:60%;top:1%";
+		documentElement.appendChild( container ).appendChild( div );
+
+		var divStyle = window.getComputedStyle( div );
+		pixelPositionVal = divStyle.top !== "1%";
+
+		// Support: Android 4.0 - 4.3 only, Firefox <=3 - 44
+		reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12;
+
+		// Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3
+		// Some styles come back with percentage values, even though they shouldn't
+		div.style.right = "60%";
+		pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36;
+
+		// Support: IE 9 - 11 only
+		// Detect misreporting of content dimensions for box-sizing:border-box elements
+		boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36;
+
+		// Support: IE 9 only
+		// Detect overflow:scroll screwiness (gh-3699)
+		// Support: Chrome <=64
+		// Don't get tricked when zoom affects offsetWidth (gh-4029)
+		div.style.position = "absolute";
+		scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12;
+
+		documentElement.removeChild( container );
+
+		// Nullify the div so it wouldn't be stored in the memory and
+		// it will also be a sign that checks already performed
+		div = null;
+	}
+
+	function roundPixelMeasures( measure ) {
+		return Math.round( parseFloat( measure ) );
+	}
+
+	var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal,
+		reliableTrDimensionsVal, reliableMarginLeftVal,
+		container = document.createElement( "div" ),
+		div = document.createElement( "div" );
+
+	// Finish early in limited (non-browser) environments
+	if ( !div.style ) {
+		return;
+	}
+
+	// Support: IE <=9 - 11 only
+	// Style of cloned element affects source element cloned (#8908)
+	div.style.backgroundClip = "content-box";
+	div.cloneNode( true ).style.backgroundClip = "";
+	support.clearCloneStyle = div.style.backgroundClip === "content-box";
+
+	jQuery.extend( support, {
+		boxSizingReliable: function() {
+			computeStyleTests();
+			return boxSizingReliableVal;
+		},
+		pixelBoxStyles: function() {
+			computeStyleTests();
+			return pixelBoxStylesVal;
+		},
+		pixelPosition: function() {
+			computeStyleTests();
+			return pixelPositionVal;
+		},
+		reliableMarginLeft: function() {
+			computeStyleTests();
+			return reliableMarginLeftVal;
+		},
+		scrollboxSize: function() {
+			computeStyleTests();
+			return scrollboxSizeVal;
+		},
+
+		// Support: IE 9 - 11+, Edge 15 - 18+
+		// IE/Edge misreport `getComputedStyle` of table rows with width/height
+		// set in CSS while `offset*` properties report correct values.
+		// Behavior in IE 9 is more subtle than in newer versions & it passes
+		// some versions of this test; make sure not to make it pass there!
+		//
+		// Support: Firefox 70+
+		// Only Firefox includes border widths
+		// in computed dimensions. (gh-4529)
+		reliableTrDimensions: function() {
+			var table, tr, trChild, trStyle;
+			if ( reliableTrDimensionsVal == null ) {
+				table = document.createElement( "table" );
+				tr = document.createElement( "tr" );
+				trChild = document.createElement( "div" );
+
+				table.style.cssText = "position:absolute;left:-11111px;border-collapse:separate";
+				tr.style.cssText = "border:1px solid";
+
+				// Support: Chrome 86+
+				// Height set through cssText does not get applied.
+				// Computed height then comes back as 0.
+				tr.style.height = "1px";
+				trChild.style.height = "9px";
+
+				// Support: Android 8 Chrome 86+
+				// In our bodyBackground.html iframe,
+				// display for all div elements is set to "inline",
+				// which causes a problem only in Android 8 Chrome 86.
+				// Ensuring the div is display: block
+				// gets around this issue.
+				trChild.style.display = "block";
+
+				documentElement
+					.appendChild( table )
+					.appendChild( tr )
+					.appendChild( trChild );
+
+				trStyle = window.getComputedStyle( tr );
+				reliableTrDimensionsVal = ( parseInt( trStyle.height, 10 ) +
+					parseInt( trStyle.borderTopWidth, 10 ) +
+					parseInt( trStyle.borderBottomWidth, 10 ) ) === tr.offsetHeight;
+
+				documentElement.removeChild( table );
+			}
+			return reliableTrDimensionsVal;
+		}
+	} );
+} )();
+
+
+function curCSS( elem, name, computed ) {
+	var width, minWidth, maxWidth, ret,
+
+		// Support: Firefox 51+
+		// Retrieving style before computed somehow
+		// fixes an issue with getting wrong values
+		// on detached elements
+		style = elem.style;
+
+	computed = computed || getStyles( elem );
+
+	// getPropertyValue is needed for:
+	//   .css('filter') (IE 9 only, #12537)
+	//   .css('--customProperty) (#3144)
+	if ( computed ) {
+		ret = computed.getPropertyValue( name ) || computed[ name ];
+
+		if ( ret === "" && !isAttached( elem ) ) {
+			ret = jQuery.style( elem, name );
+		}
+
+		// A tribute to the "awesome hack by Dean Edwards"
+		// Android Browser returns percentage for some values,
+		// but width seems to be reliably pixels.
+		// This is against the CSSOM draft spec:
+		// https://drafts.csswg.org/cssom/#resolved-values
+		if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) {
+
+			// Remember the original values
+			width = style.width;
+			minWidth = style.minWidth;
+			maxWidth = style.maxWidth;
+
+			// Put in the new values to get a computed value out
+			style.minWidth = style.maxWidth = style.width = ret;
+			ret = computed.width;
+
+			// Revert the changed values
+			style.width = width;
+			style.minWidth = minWidth;
+			style.maxWidth = maxWidth;
+		}
+	}
+
+	return ret !== undefined ?
+
+		// Support: IE <=9 - 11 only
+		// IE returns zIndex value as an integer.
+		ret + "" :
+		ret;
+}
+
+
+function addGetHookIf( conditionFn, hookFn ) {
+
+	// Define the hook, we'll check on the first run if it's really needed.
+	return {
+		get: function() {
+			if ( conditionFn() ) {
+
+				// Hook not needed (or it's not possible to use it due
+				// to missing dependency), remove it.
+				delete this.get;
+				return;
+			}
+
+			// Hook needed; redefine it so that the support test is not executed again.
+			return ( this.get = hookFn ).apply( this, arguments );
+		}
+	};
+}
+
+
+var cssPrefixes = [ "Webkit", "Moz", "ms" ],
+	emptyStyle = document.createElement( "div" ).style,
+	vendorProps = {};
+
+// Return a vendor-prefixed property or undefined
+function vendorPropName( name ) {
+
+	// Check for vendor prefixed names
+	var capName = name[ 0 ].toUpperCase() + name.slice( 1 ),
+		i = cssPrefixes.length;
+
+	while ( i-- ) {
+		name = cssPrefixes[ i ] + capName;
+		if ( name in emptyStyle ) {
+			return name;
+		}
+	}
+}
+
+// Return a potentially-mapped jQuery.cssProps or vendor prefixed property
+function finalPropName( name ) {
+	var final = jQuery.cssProps[ name ] || vendorProps[ name ];
+
+	if ( final ) {
+		return final;
+	}
+	if ( name in emptyStyle ) {
+		return name;
+	}
+	return vendorProps[ name ] = vendorPropName( name ) || name;
+}
+
+
+var
+
+	// Swappable if display is none or starts with table
+	// except "table", "table-cell", or "table-caption"
+	// See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display
+	rdisplayswap = /^(none|table(?!-c[ea]).+)/,
+	rcustomProp = /^--/,
+	cssShow = { position: "absolute", visibility: "hidden", display: "block" },
+	cssNormalTransform = {
+		letterSpacing: "0",
+		fontWeight: "400"
+	};
+
+function setPositiveNumber( _elem, value, subtract ) {
+
+	// Any relative (+/-) values have already been
+	// normalized at this point
+	var matches = rcssNum.exec( value );
+	return matches ?
+
+		// Guard against undefined "subtract", e.g., when used as in cssHooks
+		Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) :
+		value;
+}
+
+function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) {
+	var i = dimension === "width" ? 1 : 0,
+		extra = 0,
+		delta = 0;
+
+	// Adjustment may not be necessary
+	if ( box === ( isBorderBox ? "border" : "content" ) ) {
+		return 0;
+	}
+
+	for ( ; i < 4; i += 2 ) {
+
+		// Both box models exclude margin
+		if ( box === "margin" ) {
+			delta += jQuery.css( elem, box + cssExpand[ i ], true, styles );
+		}
+
+		// If we get here with a content-box, we're seeking "padding" or "border" or "margin"
+		if ( !isBorderBox ) {
+
+			// Add padding
+			delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
+
+			// For "border" or "margin", add border
+			if ( box !== "padding" ) {
+				delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
+
+			// But still keep track of it otherwise
+			} else {
+				extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
+			}
+
+		// If we get here with a border-box (content + padding + border), we're seeking "content" or
+		// "padding" or "margin"
+		} else {
+
+			// For "content", subtract padding
+			if ( box === "content" ) {
+				delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
+			}
+
+			// For "content" or "padding", subtract border
+			if ( box !== "margin" ) {
+				delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
+			}
+		}
+	}
+
+	// Account for positive content-box scroll gutter when requested by providing computedVal
+	if ( !isBorderBox && computedVal >= 0 ) {
+
+		// offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border
+		// Assuming integer scroll gutter, subtract the rest and round down
+		delta += Math.max( 0, Math.ceil(
+			elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
+			computedVal -
+			delta -
+			extra -
+			0.5
+
+		// If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter
+		// Use an explicit zero to avoid NaN (gh-3964)
+		) ) || 0;
+	}
+
+	return delta;
+}
+
+function getWidthOrHeight( elem, dimension, extra ) {
+
+	// Start with computed style
+	var styles = getStyles( elem ),
+
+		// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322).
+		// Fake content-box until we know it's needed to know the true value.
+		boxSizingNeeded = !support.boxSizingReliable() || extra,
+		isBorderBox = boxSizingNeeded &&
+			jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
+		valueIsBorderBox = isBorderBox,
+
+		val = curCSS( elem, dimension, styles ),
+		offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 );
+
+	// Support: Firefox <=54
+	// Return a confounding non-pixel value or feign ignorance, as appropriate.
+	if ( rnumnonpx.test( val ) ) {
+		if ( !extra ) {
+			return val;
+		}
+		val = "auto";
+	}
+
+
+	// Support: IE 9 - 11 only
+	// Use offsetWidth/offsetHeight for when box sizing is unreliable.
+	// In those cases, the computed value can be trusted to be border-box.
+	if ( ( !support.boxSizingReliable() && isBorderBox ||
+
+		// Support: IE 10 - 11+, Edge 15 - 18+
+		// IE/Edge misreport `getComputedStyle` of table rows with width/height
+		// set in CSS while `offset*` properties report correct values.
+		// Interestingly, in some cases IE 9 doesn't suffer from this issue.
+		!support.reliableTrDimensions() && nodeName( elem, "tr" ) ||
+
+		// Fall back to offsetWidth/offsetHeight when value is "auto"
+		// This happens for inline elements with no explicit setting (gh-3571)
+		val === "auto" ||
+
+		// Support: Android <=4.1 - 4.3 only
+		// Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602)
+		!parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) &&
+
+		// Make sure the element is visible & connected
+		elem.getClientRects().length ) {
+
+		isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box";
+
+		// Where available, offsetWidth/offsetHeight approximate border box dimensions.
+		// Where not available (e.g., SVG), assume unreliable box-sizing and interpret the
+		// retrieved value as a content box dimension.
+		valueIsBorderBox = offsetProp in elem;
+		if ( valueIsBorderBox ) {
+			val = elem[ offsetProp ];
+		}
+	}
+
+	// Normalize "" and auto
+	val = parseFloat( val ) || 0;
+
+	// Adjust for the element's box model
+	return ( val +
+		boxModelAdjustment(
+			elem,
+			dimension,
+			extra || ( isBorderBox ? "border" : "content" ),
+			valueIsBorderBox,
+			styles,
+
+			// Provide the current computed size to request scroll gutter calculation (gh-3589)
+			val
+		)
+	) + "px";
+}
+
+jQuery.extend( {
+
+	// Add in style property hooks for overriding the default
+	// behavior of getting and setting a style property
+	cssHooks: {
+		opacity: {
+			get: function( elem, computed ) {
+				if ( computed ) {
+
+					// We should always get a number back from opacity
+					var ret = curCSS( elem, "opacity" );
+					return ret === "" ? "1" : ret;
+				}
+			}
+		}
+	},
+
+	// Don't automatically add "px" to these possibly-unitless properties
+	cssNumber: {
+		"animationIterationCount": true,
+		"columnCount": true,
+		"fillOpacity": true,
+		"flexGrow": true,
+		"flexShrink": true,
+		"fontWeight": true,
+		"gridArea": true,
+		"gridColumn": true,
+		"gridColumnEnd": true,
+		"gridColumnStart": true,
+		"gridRow": true,
+		"gridRowEnd": true,
+		"gridRowStart": true,
+		"lineHeight": true,
+		"opacity": true,
+		"order": true,
+		"orphans": true,
+		"widows": true,
+		"zIndex": true,
+		"zoom": true
+	},
+
+	// Add in properties whose names you wish to fix before
+	// setting or getting the value
+	cssProps: {},
+
+	// Get and set the style property on a DOM Node
+	style: function( elem, name, value, extra ) {
+
+		// Don't set styles on text and comment nodes
+		if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) {
+			return;
+		}
+
+		// Make sure that we're working with the right name
+		var ret, type, hooks,
+			origName = camelCase( name ),
+			isCustomProp = rcustomProp.test( name ),
+			style = elem.style;
+
+		// Make sure that we're working with the right name. We don't
+		// want to query the value if it is a CSS custom property
+		// since they are user-defined.
+		if ( !isCustomProp ) {
+			name = finalPropName( origName );
+		}
+
+		// Gets hook for the prefixed version, then unprefixed version
+		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
+
+		// Check if we're setting a value
+		if ( value !== undefined ) {
+			type = typeof value;
+
+			// Convert "+=" or "-=" to relative numbers (#7345)
+			if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) {
+				value = adjustCSS( elem, name, ret );
+
+				// Fixes bug #9237
+				type = "number";
+			}
+
+			// Make sure that null and NaN values aren't set (#7116)
+			if ( value == null || value !== value ) {
+				return;
+			}
+
+			// If a number was passed in, add the unit (except for certain CSS properties)
+			// The isCustomProp check can be removed in jQuery 4.0 when we only auto-append
+			// "px" to a few hardcoded values.
+			if ( type === "number" && !isCustomProp ) {
+				value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" );
+			}
+
+			// background-* props affect original clone's values
+			if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) {
+				style[ name ] = "inherit";
+			}
+
+			// If a hook was provided, use that value, otherwise just set the specified value
+			if ( !hooks || !( "set" in hooks ) ||
+				( value = hooks.set( elem, value, extra ) ) !== undefined ) {
+
+				if ( isCustomProp ) {
+					style.setProperty( name, value );
+				} else {
+					style[ name ] = value;
+				}
+			}
+
+		} else {
+
+			// If a hook was provided get the non-computed value from there
+			if ( hooks && "get" in hooks &&
+				( ret = hooks.get( elem, false, extra ) ) !== undefined ) {
+
+				return ret;
+			}
+
+			// Otherwise just get the value from the style object
+			return style[ name ];
+		}
+	},
+
+	css: function( elem, name, extra, styles ) {
+		var val, num, hooks,
+			origName = camelCase( name ),
+			isCustomProp = rcustomProp.test( name );
+
+		// Make sure that we're working with the right name. We don't
+		// want to modify the value if it is a CSS custom property
+		// since they are user-defined.
+		if ( !isCustomProp ) {
+			name = finalPropName( origName );
+		}
+
+		// Try prefixed name followed by the unprefixed name
+		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
+
+		// If a hook was provided get the computed value from there
+		if ( hooks && "get" in hooks ) {
+			val = hooks.get( elem, true, extra );
+		}
+
+		// Otherwise, if a way to get the computed value exists, use that
+		if ( val === undefined ) {
+			val = curCSS( elem, name, styles );
+		}
+
+		// Convert "normal" to computed value
+		if ( val === "normal" && name in cssNormalTransform ) {
+			val = cssNormalTransform[ name ];
+		}
+
+		// Make numeric if forced or a qualifier was provided and val looks numeric
+		if ( extra === "" || extra ) {
+			num = parseFloat( val );
+			return extra === true || isFinite( num ) ? num || 0 : val;
+		}
+
+		return val;
+	}
+} );
+
+jQuery.each( [ "height", "width" ], function( _i, dimension ) {
+	jQuery.cssHooks[ dimension ] = {
+		get: function( elem, computed, extra ) {
+			if ( computed ) {
+
+				// Certain elements can have dimension info if we invisibly show them
+				// but it must have a current display style that would benefit
+				return rdisplayswap.test( jQuery.css( elem, "display" ) ) &&
+
+					// Support: Safari 8+
+					// Table columns in Safari have non-zero offsetWidth & zero
+					// getBoundingClientRect().width unless display is changed.
+					// Support: IE <=11 only
+					// Running getBoundingClientRect on a disconnected node
+					// in IE throws an error.
+					( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ?
+					swap( elem, cssShow, function() {
+						return getWidthOrHeight( elem, dimension, extra );
+					} ) :
+					getWidthOrHeight( elem, dimension, extra );
+			}
+		},
+
+		set: function( elem, value, extra ) {
+			var matches,
+				styles = getStyles( elem ),
+
+				// Only read styles.position if the test has a chance to fail
+				// to avoid forcing a reflow.
+				scrollboxSizeBuggy = !support.scrollboxSize() &&
+					styles.position === "absolute",
+
+				// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991)
+				boxSizingNeeded = scrollboxSizeBuggy || extra,
+				isBorderBox = boxSizingNeeded &&
+					jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
+				subtract = extra ?
+					boxModelAdjustment(
+						elem,
+						dimension,
+						extra,
+						isBorderBox,
+						styles
+					) :
+					0;
+
+			// Account for unreliable border-box dimensions by comparing offset* to computed and
+			// faking a content-box to get border and padding (gh-3699)
+			if ( isBorderBox && scrollboxSizeBuggy ) {
+				subtract -= Math.ceil(
+					elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
+					parseFloat( styles[ dimension ] ) -
+					boxModelAdjustment( elem, dimension, "border", false, styles ) -
+					0.5
+				);
+			}
+
+			// Convert to pixels if value adjustment is needed
+			if ( subtract && ( matches = rcssNum.exec( value ) ) &&
+				( matches[ 3 ] || "px" ) !== "px" ) {
+
+				elem.style[ dimension ] = value;
+				value = jQuery.css( elem, dimension );
+			}
+
+			return setPositiveNumber( elem, value, subtract );
+		}
+	};
+} );
+
+jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,
+	function( elem, computed ) {
+		if ( computed ) {
+			return ( parseFloat( curCSS( elem, "marginLeft" ) ) ||
+				elem.getBoundingClientRect().left -
+					swap( elem, { marginLeft: 0 }, function() {
+						return elem.getBoundingClientRect().left;
+					} )
+			) + "px";
+		}
+	}
+);
+
+// These hooks are used by animate to expand properties
+jQuery.each( {
+	margin: "",
+	padding: "",
+	border: "Width"
+}, function( prefix, suffix ) {
+	jQuery.cssHooks[ prefix + suffix ] = {
+		expand: function( value ) {
+			var i = 0,
+				expanded = {},
+
+				// Assumes a single number if not a string
+				parts = typeof value === "string" ? value.split( " " ) : [ value ];
+
+			for ( ; i < 4; i++ ) {
+				expanded[ prefix + cssExpand[ i ] + suffix ] =
+					parts[ i ] || parts[ i - 2 ] || parts[ 0 ];
+			}
+
+			return expanded;
+		}
+	};
+
+	if ( prefix !== "margin" ) {
+		jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber;
+	}
+} );
+
+jQuery.fn.extend( {
+	css: function( name, value ) {
+		return access( this, function( elem, name, value ) {
+			var styles, len,
+				map = {},
+				i = 0;
+
+			if ( Array.isArray( name ) ) {
+				styles = getStyles( elem );
+				len = name.length;
+
+				for ( ; i < len; i++ ) {
+					map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles );
+				}
+
+				return map;
+			}
+
+			return value !== undefined ?
+				jQuery.style( elem, name, value ) :
+				jQuery.css( elem, name );
+		}, name, value, arguments.length > 1 );
+	}
+} );
+
+
+function Tween( elem, options, prop, end, easing ) {
+	return new Tween.prototype.init( elem, options, prop, end, easing );
+}
+jQuery.Tween = Tween;
+
+Tween.prototype = {
+	constructor: Tween,
+	init: function( elem, options, prop, end, easing, unit ) {
+		this.elem = elem;
+		this.prop = prop;
+		this.easing = easing || jQuery.easing._default;
+		this.options = options;
+		this.start = this.now = this.cur();
+		this.end = end;
+		this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" );
+	},
+	cur: function() {
+		var hooks = Tween.propHooks[ this.prop ];
+
+		return hooks && hooks.get ?
+			hooks.get( this ) :
+			Tween.propHooks._default.get( this );
+	},
+	run: function( percent ) {
+		var eased,
+			hooks = Tween.propHooks[ this.prop ];
+
+		if ( this.options.duration ) {
+			this.pos = eased = jQuery.easing[ this.easing ](
+				percent, this.options.duration * percent, 0, 1, this.options.duration
+			);
+		} else {
+			this.pos = eased = percent;
+		}
+		this.now = ( this.end - this.start ) * eased + this.start;
+
+		if ( this.options.step ) {
+			this.options.step.call( this.elem, this.now, this );
+		}
+
+		if ( hooks && hooks.set ) {
+			hooks.set( this );
+		} else {
+			Tween.propHooks._default.set( this );
+		}
+		return this;
+	}
+};
+
+Tween.prototype.init.prototype = Tween.prototype;
+
+Tween.propHooks = {
+	_default: {
+		get: function( tween ) {
+			var result;
+
+			// Use a property on the element directly when it is not a DOM element,
+			// or when there is no matching style property that exists.
+			if ( tween.elem.nodeType !== 1 ||
+				tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) {
+				return tween.elem[ tween.prop ];
+			}
+
+			// Passing an empty string as a 3rd parameter to .css will automatically
+			// attempt a parseFloat and fallback to a string if the parse fails.
+			// Simple values such as "10px" are parsed to Float;
+			// complex values such as "rotate(1rad)" are returned as-is.
+			result = jQuery.css( tween.elem, tween.prop, "" );
+
+			// Empty strings, null, undefined and "auto" are converted to 0.
+			return !result || result === "auto" ? 0 : result;
+		},
+		set: function( tween ) {
+
+			// Use step hook for back compat.
+			// Use cssHook if its there.
+			// Use .style if available and use plain properties where available.
+			if ( jQuery.fx.step[ tween.prop ] ) {
+				jQuery.fx.step[ tween.prop ]( tween );
+			} else if ( tween.elem.nodeType === 1 && (
+				jQuery.cssHooks[ tween.prop ] ||
+					tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) {
+				jQuery.style( tween.elem, tween.prop, tween.now + tween.unit );
+			} else {
+				tween.elem[ tween.prop ] = tween.now;
+			}
+		}
+	}
+};
+
+// Support: IE <=9 only
+// Panic based approach to setting things on disconnected nodes
+Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = {
+	set: function( tween ) {
+		if ( tween.elem.nodeType && tween.elem.parentNode ) {
+			tween.elem[ tween.prop ] = tween.now;
+		}
+	}
+};
+
+jQuery.easing = {
+	linear: function( p ) {
+		return p;
+	},
+	swing: function( p ) {
+		return 0.5 - Math.cos( p * Math.PI ) / 2;
+	},
+	_default: "swing"
+};
+
+jQuery.fx = Tween.prototype.init;
+
+// Back compat <1.8 extension point
+jQuery.fx.step = {};
+
+
+
+
+var
+	fxNow, inProgress,
+	rfxtypes = /^(?:toggle|show|hide)$/,
+	rrun = /queueHooks$/;
+
+function schedule() {
+	if ( inProgress ) {
+		if ( document.hidden === false && window.requestAnimationFrame ) {
+			window.requestAnimationFrame( schedule );
+		} else {
+			window.setTimeout( schedule, jQuery.fx.interval );
+		}
+
+		jQuery.fx.tick();
+	}
+}
+
+// Animations created synchronously will run synchronously
+function createFxNow() {
+	window.setTimeout( function() {
+		fxNow = undefined;
+	} );
+	return ( fxNow = Date.now() );
+}
+
+// Generate parameters to create a standard animation
+function genFx( type, includeWidth ) {
+	var which,
+		i = 0,
+		attrs = { height: type };
+
+	// If we include width, step value is 1 to do all cssExpand values,
+	// otherwise step value is 2 to skip over Left and Right
+	includeWidth = includeWidth ? 1 : 0;
+	for ( ; i < 4; i += 2 - includeWidth ) {
+		which = cssExpand[ i ];
+		attrs[ "margin" + which ] = attrs[ "padding" + which ] = type;
+	}
+
+	if ( includeWidth ) {
+		attrs.opacity = attrs.width = type;
+	}
+
+	return attrs;
+}
+
+function createTween( value, prop, animation ) {
+	var tween,
+		collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ),
+		index = 0,
+		length = collection.length;
+	for ( ; index < length; index++ ) {
+		if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) {
+
+			// We're done with this property
+			return tween;
+		}
+	}
+}
+
+function defaultPrefilter( elem, props, opts ) {
+	var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display,
+		isBox = "width" in props || "height" in props,
+		anim = this,
+		orig = {},
+		style = elem.style,
+		hidden = elem.nodeType && isHiddenWithinTree( elem ),
+		dataShow = dataPriv.get( elem, "fxshow" );
+
+	// Queue-skipping animations hijack the fx hooks
+	if ( !opts.queue ) {
+		hooks = jQuery._queueHooks( elem, "fx" );
+		if ( hooks.unqueued == null ) {
+			hooks.unqueued = 0;
+			oldfire = hooks.empty.fire;
+			hooks.empty.fire = function() {
+				if ( !hooks.unqueued ) {
+					oldfire();
+				}
+			};
+		}
+		hooks.unqueued++;
+
+		anim.always( function() {
+
+			// Ensure the complete handler is called before this completes
+			anim.always( function() {
+				hooks.unqueued--;
+				if ( !jQuery.queue( elem, "fx" ).length ) {
+					hooks.empty.fire();
+				}
+			} );
+		} );
+	}
+
+	// Detect show/hide animations
+	for ( prop in props ) {
+		value = props[ prop ];
+		if ( rfxtypes.test( value ) ) {
+			delete props[ prop ];
+			toggle = toggle || value === "toggle";
+			if ( value === ( hidden ? "hide" : "show" ) ) {
+
+				// Pretend to be hidden if this is a "show" and
+				// there is still data from a stopped show/hide
+				if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) {
+					hidden = true;
+
+				// Ignore all other no-op show/hide data
+				} else {
+					continue;
+				}
+			}
+			orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop );
+		}
+	}
+
+	// Bail out if this is a no-op like .hide().hide()
+	propTween = !jQuery.isEmptyObject( props );
+	if ( !propTween && jQuery.isEmptyObject( orig ) ) {
+		return;
+	}
+
+	// Restrict "overflow" and "display" styles during box animations
+	if ( isBox && elem.nodeType === 1 ) {
+
+		// Support: IE <=9 - 11, Edge 12 - 15
+		// Record all 3 overflow attributes because IE does not infer the shorthand
+		// from identically-valued overflowX and overflowY and Edge just mirrors
+		// the overflowX value there.
+		opts.overflow = [ style.overflow, style.overflowX, style.overflowY ];
+
+		// Identify a display type, preferring old show/hide data over the CSS cascade
+		restoreDisplay = dataShow && dataShow.display;
+		if ( restoreDisplay == null ) {
+			restoreDisplay = dataPriv.get( elem, "display" );
+		}
+		display = jQuery.css( elem, "display" );
+		if ( display === "none" ) {
+			if ( restoreDisplay ) {
+				display = restoreDisplay;
+			} else {
+
+				// Get nonempty value(s) by temporarily forcing visibility
+				showHide( [ elem ], true );
+				restoreDisplay = elem.style.display || restoreDisplay;
+				display = jQuery.css( elem, "display" );
+				showHide( [ elem ] );
+			}
+		}
+
+		// Animate inline elements as inline-block
+		if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) {
+			if ( jQuery.css( elem, "float" ) === "none" ) {
+
+				// Restore the original display value at the end of pure show/hide animations
+				if ( !propTween ) {
+					anim.done( function() {
+						style.display = restoreDisplay;
+					} );
+					if ( restoreDisplay == null ) {
+						display = style.display;
+						restoreDisplay = display === "none" ? "" : display;
+					}
+				}
+				style.display = "inline-block";
+			}
+		}
+	}
+
+	if ( opts.overflow ) {
+		style.overflow = "hidden";
+		anim.always( function() {
+			style.overflow = opts.overflow[ 0 ];
+			style.overflowX = opts.overflow[ 1 ];
+			style.overflowY = opts.overflow[ 2 ];
+		} );
+	}
+
+	// Implement show/hide animations
+	propTween = false;
+	for ( prop in orig ) {
+
+		// General show/hide setup for this element animation
+		if ( !propTween ) {
+			if ( dataShow ) {
+				if ( "hidden" in dataShow ) {
+					hidden = dataShow.hidden;
+				}
+			} else {
+				dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } );
+			}
+
+			// Store hidden/visible for toggle so `.stop().toggle()` "reverses"
+			if ( toggle ) {
+				dataShow.hidden = !hidden;
+			}
+
+			// Show elements before animating them
+			if ( hidden ) {
+				showHide( [ elem ], true );
+			}
+
+			/* eslint-disable no-loop-func */
+
+			anim.done( function() {
+
+				/* eslint-enable no-loop-func */
+
+				// The final step of a "hide" animation is actually hiding the element
+				if ( !hidden ) {
+					showHide( [ elem ] );
+				}
+				dataPriv.remove( elem, "fxshow" );
+				for ( prop in orig ) {
+					jQuery.style( elem, prop, orig[ prop ] );
+				}
+			} );
+		}
+
+		// Per-property setup
+		propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim );
+		if ( !( prop in dataShow ) ) {
+			dataShow[ prop ] = propTween.start;
+			if ( hidden ) {
+				propTween.end = propTween.start;
+				propTween.start = 0;
+			}
+		}
+	}
+}
+
+function propFilter( props, specialEasing ) {
+	var index, name, easing, value, hooks;
+
+	// camelCase, specialEasing and expand cssHook pass
+	for ( index in props ) {
+		name = camelCase( index );
+		easing = specialEasing[ name ];
+		value = props[ index ];
+		if ( Array.isArray( value ) ) {
+			easing = value[ 1 ];
+			value = props[ index ] = value[ 0 ];
+		}
+
+		if ( index !== name ) {
+			props[ name ] = value;
+			delete props[ index ];
+		}
+
+		hooks = jQuery.cssHooks[ name ];
+		if ( hooks && "expand" in hooks ) {
+			value = hooks.expand( value );
+			delete props[ name ];
+
+			// Not quite $.extend, this won't overwrite existing keys.
+			// Reusing 'index' because we have the correct "name"
+			for ( index in value ) {
+				if ( !( index in props ) ) {
+					props[ index ] = value[ index ];
+					specialEasing[ index ] = easing;
+				}
+			}
+		} else {
+			specialEasing[ name ] = easing;
+		}
+	}
+}
+
+function Animation( elem, properties, options ) {
+	var result,
+		stopped,
+		index = 0,
+		length = Animation.prefilters.length,
+		deferred = jQuery.Deferred().always( function() {
+
+			// Don't match elem in the :animated selector
+			delete tick.elem;
+		} ),
+		tick = function() {
+			if ( stopped ) {
+				return false;
+			}
+			var currentTime = fxNow || createFxNow(),
+				remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ),
+
+				// Support: Android 2.3 only
+				// Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497)
+				temp = remaining / animation.duration || 0,
+				percent = 1 - temp,
+				index = 0,
+				length = animation.tweens.length;
+
+			for ( ; index < length; index++ ) {
+				animation.tweens[ index ].run( percent );
+			}
+
+			deferred.notifyWith( elem, [ animation, percent, remaining ] );
+
+			// If there's more to do, yield
+			if ( percent < 1 && length ) {
+				return remaining;
+			}
+
+			// If this was an empty animation, synthesize a final progress notification
+			if ( !length ) {
+				deferred.notifyWith( elem, [ animation, 1, 0 ] );
+			}
+
+			// Resolve the animation and report its conclusion
+			deferred.resolveWith( elem, [ animation ] );
+			return false;
+		},
+		animation = deferred.promise( {
+			elem: elem,
+			props: jQuery.extend( {}, properties ),
+			opts: jQuery.extend( true, {
+				specialEasing: {},
+				easing: jQuery.easing._default
+			}, options ),
+			originalProperties: properties,
+			originalOptions: options,
+			startTime: fxNow || createFxNow(),
+			duration: options.duration,
+			tweens: [],
+			createTween: function( prop, end ) {
+				var tween = jQuery.Tween( elem, animation.opts, prop, end,
+					animation.opts.specialEasing[ prop ] || animation.opts.easing );
+				animation.tweens.push( tween );
+				return tween;
+			},
+			stop: function( gotoEnd ) {
+				var index = 0,
+
+					// If we are going to the end, we want to run all the tweens
+					// otherwise we skip this part
+					length = gotoEnd ? animation.tweens.length : 0;
+				if ( stopped ) {
+					return this;
+				}
+				stopped = true;
+				for ( ; index < length; index++ ) {
+					animation.tweens[ index ].run( 1 );
+				}
+
+				// Resolve when we played the last frame; otherwise, reject
+				if ( gotoEnd ) {
+					deferred.notifyWith( elem, [ animation, 1, 0 ] );
+					deferred.resolveWith( elem, [ animation, gotoEnd ] );
+				} else {
+					deferred.rejectWith( elem, [ animation, gotoEnd ] );
+				}
+				return this;
+			}
+		} ),
+		props = animation.props;
+
+	propFilter( props, animation.opts.specialEasing );
+
+	for ( ; index < length; index++ ) {
+		result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts );
+		if ( result ) {
+			if ( isFunction( result.stop ) ) {
+				jQuery._queueHooks( animation.elem, animation.opts.queue ).stop =
+					result.stop.bind( result );
+			}
+			return result;
+		}
+	}
+
+	jQuery.map( props, createTween, animation );
+
+	if ( isFunction( animation.opts.start ) ) {
+		animation.opts.start.call( elem, animation );
+	}
+
+	// Attach callbacks from options
+	animation
+		.progress( animation.opts.progress )
+		.done( animation.opts.done, animation.opts.complete )
+		.fail( animation.opts.fail )
+		.always( animation.opts.always );
+
+	jQuery.fx.timer(
+		jQuery.extend( tick, {
+			elem: elem,
+			anim: animation,
+			queue: animation.opts.queue
+		} )
+	);
+
+	return animation;
+}
+
+jQuery.Animation = jQuery.extend( Animation, {
+
+	tweeners: {
+		"*": [ function( prop, value ) {
+			var tween = this.createTween( prop, value );
+			adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween );
+			return tween;
+		} ]
+	},
+
+	tweener: function( props, callback ) {
+		if ( isFunction( props ) ) {
+			callback = props;
+			props = [ "*" ];
+		} else {
+			props = props.match( rnothtmlwhite );
+		}
+
+		var prop,
+			index = 0,
+			length = props.length;
+
+		for ( ; index < length; index++ ) {
+			prop = props[ index ];
+			Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || [];
+			Animation.tweeners[ prop ].unshift( callback );
+		}
+	},
+
+	prefilters: [ defaultPrefilter ],
+
+	prefilter: function( callback, prepend ) {
+		if ( prepend ) {
+			Animation.prefilters.unshift( callback );
+		} else {
+			Animation.prefilters.push( callback );
+		}
+	}
+} );
+
+jQuery.speed = function( speed, easing, fn ) {
+	var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : {
+		complete: fn || !fn && easing ||
+			isFunction( speed ) && speed,
+		duration: speed,
+		easing: fn && easing || easing && !isFunction( easing ) && easing
+	};
+
+	// Go to the end state if fx are off
+	if ( jQuery.fx.off ) {
+		opt.duration = 0;
+
+	} else {
+		if ( typeof opt.duration !== "number" ) {
+			if ( opt.duration in jQuery.fx.speeds ) {
+				opt.duration = jQuery.fx.speeds[ opt.duration ];
+
+			} else {
+				opt.duration = jQuery.fx.speeds._default;
+			}
+		}
+	}
+
+	// Normalize opt.queue - true/undefined/null -> "fx"
+	if ( opt.queue == null || opt.queue === true ) {
+		opt.queue = "fx";
+	}
+
+	// Queueing
+	opt.old = opt.complete;
+
+	opt.complete = function() {
+		if ( isFunction( opt.old ) ) {
+			opt.old.call( this );
+		}
+
+		if ( opt.queue ) {
+			jQuery.dequeue( this, opt.queue );
+		}
+	};
+
+	return opt;
+};
+
+jQuery.fn.extend( {
+	fadeTo: function( speed, to, easing, callback ) {
+
+		// Show any hidden elements after setting opacity to 0
+		return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show()
+
+			// Animate to the value specified
+			.end().animate( { opacity: to }, speed, easing, callback );
+	},
+	animate: function( prop, speed, easing, callback ) {
+		var empty = jQuery.isEmptyObject( prop ),
+			optall = jQuery.speed( speed, easing, callback ),
+			doAnimation = function() {
+
+				// Operate on a copy of prop so per-property easing won't be lost
+				var anim = Animation( this, jQuery.extend( {}, prop ), optall );
+
+				// Empty animations, or finishing resolves immediately
+				if ( empty || dataPriv.get( this, "finish" ) ) {
+					anim.stop( true );
+				}
+			};
+
+		doAnimation.finish = doAnimation;
+
+		return empty || optall.queue === false ?
+			this.each( doAnimation ) :
+			this.queue( optall.queue, doAnimation );
+	},
+	stop: function( type, clearQueue, gotoEnd ) {
+		var stopQueue = function( hooks ) {
+			var stop = hooks.stop;
+			delete hooks.stop;
+			stop( gotoEnd );
+		};
+
+		if ( typeof type !== "string" ) {
+			gotoEnd = clearQueue;
+			clearQueue = type;
+			type = undefined;
+		}
+		if ( clearQueue ) {
+			this.queue( type || "fx", [] );
+		}
+
+		return this.each( function() {
+			var dequeue = true,
+				index = type != null && type + "queueHooks",
+				timers = jQuery.timers,
+				data = dataPriv.get( this );
+
+			if ( index ) {
+				if ( data[ index ] && data[ index ].stop ) {
+					stopQueue( data[ index ] );
+				}
+			} else {
+				for ( index in data ) {
+					if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) {
+						stopQueue( data[ index ] );
+					}
+				}
+			}
+
+			for ( index = timers.length; index--; ) {
+				if ( timers[ index ].elem === this &&
+					( type == null || timers[ index ].queue === type ) ) {
+
+					timers[ index ].anim.stop( gotoEnd );
+					dequeue = false;
+					timers.splice( index, 1 );
+				}
+			}
+
+			// Start the next in the queue if the last step wasn't forced.
+			// Timers currently will call their complete callbacks, which
+			// will dequeue but only if they were gotoEnd.
+			if ( dequeue || !gotoEnd ) {
+				jQuery.dequeue( this, type );
+			}
+		} );
+	},
+	finish: function( type ) {
+		if ( type !== false ) {
+			type = type || "fx";
+		}
+		return this.each( function() {
+			var index,
+				data = dataPriv.get( this ),
+				queue = data[ type + "queue" ],
+				hooks = data[ type + "queueHooks" ],
+				timers = jQuery.timers,
+				length = queue ? queue.length : 0;
+
+			// Enable finishing flag on private data
+			data.finish = true;
+
+			// Empty the queue first
+			jQuery.queue( this, type, [] );
+
+			if ( hooks && hooks.stop ) {
+				hooks.stop.call( this, true );
+			}
+
+			// Look for any active animations, and finish them
+			for ( index = timers.length; index--; ) {
+				if ( timers[ index ].elem === this && timers[ index ].queue === type ) {
+					timers[ index ].anim.stop( true );
+					timers.splice( index, 1 );
+				}
+			}
+
+			// Look for any animations in the old queue and finish them
+			for ( index = 0; index < length; index++ ) {
+				if ( queue[ index ] && queue[ index ].finish ) {
+					queue[ index ].finish.call( this );
+				}
+			}
+
+			// Turn off finishing flag
+			delete data.finish;
+		} );
+	}
+} );
+
+jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) {
+	var cssFn = jQuery.fn[ name ];
+	jQuery.fn[ name ] = function( speed, easing, callback ) {
+		return speed == null || typeof speed === "boolean" ?
+			cssFn.apply( this, arguments ) :
+			this.animate( genFx( name, true ), speed, easing, callback );
+	};
+} );
+
+// Generate shortcuts for custom animations
+jQuery.each( {
+	slideDown: genFx( "show" ),
+	slideUp: genFx( "hide" ),
+	slideToggle: genFx( "toggle" ),
+	fadeIn: { opacity: "show" },
+	fadeOut: { opacity: "hide" },
+	fadeToggle: { opacity: "toggle" }
+}, function( name, props ) {
+	jQuery.fn[ name ] = function( speed, easing, callback ) {
+		return this.animate( props, speed, easing, callback );
+	};
+} );
+
+jQuery.timers = [];
+jQuery.fx.tick = function() {
+	var timer,
+		i = 0,
+		timers = jQuery.timers;
+
+	fxNow = Date.now();
+
+	for ( ; i < timers.length; i++ ) {
+		timer = timers[ i ];
+
+		// Run the timer and safely remove it when done (allowing for external removal)
+		if ( !timer() && timers[ i ] === timer ) {
+			timers.splice( i--, 1 );
+		}
+	}
+
+	if ( !timers.length ) {
+		jQuery.fx.stop();
+	}
+	fxNow = undefined;
+};
+
+jQuery.fx.timer = function( timer ) {
+	jQuery.timers.push( timer );
+	jQuery.fx.start();
+};
+
+jQuery.fx.interval = 13;
+jQuery.fx.start = function() {
+	if ( inProgress ) {
+		return;
+	}
+
+	inProgress = true;
+	schedule();
+};
+
+jQuery.fx.stop = function() {
+	inProgress = null;
+};
+
+jQuery.fx.speeds = {
+	slow: 600,
+	fast: 200,
+
+	// Default speed
+	_default: 400
+};
+
+
+// Based off of the plugin by Clint Helfers, with permission.
+// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/
+jQuery.fn.delay = function( time, type ) {
+	time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time;
+	type = type || "fx";
+
+	return this.queue( type, function( next, hooks ) {
+		var timeout = window.setTimeout( next, time );
+		hooks.stop = function() {
+			window.clearTimeout( timeout );
+		};
+	} );
+};
+
+
+( function() {
+	var input = document.createElement( "input" ),
+		select = document.createElement( "select" ),
+		opt = select.appendChild( document.createElement( "option" ) );
+
+	input.type = "checkbox";
+
+	// Support: Android <=4.3 only
+	// Default value for a checkbox should be "on"
+	support.checkOn = input.value !== "";
+
+	// Support: IE <=11 only
+	// Must access selectedIndex to make default options select
+	support.optSelected = opt.selected;
+
+	// Support: IE <=11 only
+	// An input loses its value after becoming a radio
+	input = document.createElement( "input" );
+	input.value = "t";
+	input.type = "radio";
+	support.radioValue = input.value === "t";
+} )();
+
+
+var boolHook,
+	attrHandle = jQuery.expr.attrHandle;
+
+jQuery.fn.extend( {
+	attr: function( name, value ) {
+		return access( this, jQuery.attr, name, value, arguments.length > 1 );
+	},
+
+	removeAttr: function( name ) {
+		return this.each( function() {
+			jQuery.removeAttr( this, name );
+		} );
+	}
+} );
+
+jQuery.extend( {
+	attr: function( elem, name, value ) {
+		var ret, hooks,
+			nType = elem.nodeType;
+
+		// Don't get/set attributes on text, comment and attribute nodes
+		if ( nType === 3 || nType === 8 || nType === 2 ) {
+			return;
+		}
+
+		// Fallback to prop when attributes are not supported
+		if ( typeof elem.getAttribute === "undefined" ) {
+			return jQuery.prop( elem, name, value );
+		}
+
+		// Attribute hooks are determined by the lowercase version
+		// Grab necessary hook if one is defined
+		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
+			hooks = jQuery.attrHooks[ name.toLowerCase() ] ||
+				( jQuery.expr.match.bool.test( name ) ? boolHook : undefined );
+		}
+
+		if ( value !== undefined ) {
+			if ( value === null ) {
+				jQuery.removeAttr( elem, name );
+				return;
+			}
+
+			if ( hooks && "set" in hooks &&
+				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
+				return ret;
+			}
+
+			elem.setAttribute( name, value + "" );
+			return value;
+		}
+
+		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
+			return ret;
+		}
+
+		ret = jQuery.find.attr( elem, name );
+
+		// Non-existent attributes return null, we normalize to undefined
+		return ret == null ? undefined : ret;
+	},
+
+	attrHooks: {
+		type: {
+			set: function( elem, value ) {
+				if ( !support.radioValue && value === "radio" &&
+					nodeName( elem, "input" ) ) {
+					var val = elem.value;
+					elem.setAttribute( "type", value );
+					if ( val ) {
+						elem.value = val;
+					}
+					return value;
+				}
+			}
+		}
+	},
+
+	removeAttr: function( elem, value ) {
+		var name,
+			i = 0,
+
+			// Attribute names can contain non-HTML whitespace characters
+			// https://html.spec.whatwg.org/multipage/syntax.html#attributes-2
+			attrNames = value && value.match( rnothtmlwhite );
+
+		if ( attrNames && elem.nodeType === 1 ) {
+			while ( ( name = attrNames[ i++ ] ) ) {
+				elem.removeAttribute( name );
+			}
+		}
+	}
+} );
+
+// Hooks for boolean attributes
+boolHook = {
+	set: function( elem, value, name ) {
+		if ( value === false ) {
+
+			// Remove boolean attributes when set to false
+			jQuery.removeAttr( elem, name );
+		} else {
+			elem.setAttribute( name, name );
+		}
+		return name;
+	}
+};
+
+jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) {
+	var getter = attrHandle[ name ] || jQuery.find.attr;
+
+	attrHandle[ name ] = function( elem, name, isXML ) {
+		var ret, handle,
+			lowercaseName = name.toLowerCase();
+
+		if ( !isXML ) {
+
+			// Avoid an infinite loop by temporarily removing this function from the getter
+			handle = attrHandle[ lowercaseName ];
+			attrHandle[ lowercaseName ] = ret;
+			ret = getter( elem, name, isXML ) != null ?
+				lowercaseName :
+				null;
+			attrHandle[ lowercaseName ] = handle;
+		}
+		return ret;
+	};
+} );
+
+
+
+
+var rfocusable = /^(?:input|select|textarea|button)$/i,
+	rclickable = /^(?:a|area)$/i;
+
+jQuery.fn.extend( {
+	prop: function( name, value ) {
+		return access( this, jQuery.prop, name, value, arguments.length > 1 );
+	},
+
+	removeProp: function( name ) {
+		return this.each( function() {
+			delete this[ jQuery.propFix[ name ] || name ];
+		} );
+	}
+} );
+
+jQuery.extend( {
+	prop: function( elem, name, value ) {
+		var ret, hooks,
+			nType = elem.nodeType;
+
+		// Don't get/set properties on text, comment and attribute nodes
+		if ( nType === 3 || nType === 8 || nType === 2 ) {
+			return;
+		}
+
+		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
+
+			// Fix name and attach hooks
+			name = jQuery.propFix[ name ] || name;
+			hooks = jQuery.propHooks[ name ];
+		}
+
+		if ( value !== undefined ) {
+			if ( hooks && "set" in hooks &&
+				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
+				return ret;
+			}
+
+			return ( elem[ name ] = value );
+		}
+
+		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
+			return ret;
+		}
+
+		return elem[ name ];
+	},
+
+	propHooks: {
+		tabIndex: {
+			get: function( elem ) {
+
+				// Support: IE <=9 - 11 only
+				// elem.tabIndex doesn't always return the
+				// correct value when it hasn't been explicitly set
+				// https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/
+				// Use proper attribute retrieval(#12072)
+				var tabindex = jQuery.find.attr( elem, "tabindex" );
+
+				if ( tabindex ) {
+					return parseInt( tabindex, 10 );
+				}
+
+				if (
+					rfocusable.test( elem.nodeName ) ||
+					rclickable.test( elem.nodeName ) &&
+					elem.href
+				) {
+					return 0;
+				}
+
+				return -1;
+			}
+		}
+	},
+
+	propFix: {
+		"for": "htmlFor",
+		"class": "className"
+	}
+} );
+
+// Support: IE <=11 only
+// Accessing the selectedIndex property
+// forces the browser to respect setting selected
+// on the option
+// The getter ensures a default option is selected
+// when in an optgroup
+// eslint rule "no-unused-expressions" is disabled for this code
+// since it considers such accessions noop
+if ( !support.optSelected ) {
+	jQuery.propHooks.selected = {
+		get: function( elem ) {
+
+			/* eslint no-unused-expressions: "off" */
+
+			var parent = elem.parentNode;
+			if ( parent && parent.parentNode ) {
+				parent.parentNode.selectedIndex;
+			}
+			return null;
+		},
+		set: function( elem ) {
+
+			/* eslint no-unused-expressions: "off" */
+
+			var parent = elem.parentNode;
+			if ( parent ) {
+				parent.selectedIndex;
+
+				if ( parent.parentNode ) {
+					parent.parentNode.selectedIndex;
+				}
+			}
+		}
+	};
+}
+
+jQuery.each( [
+	"tabIndex",
+	"readOnly",
+	"maxLength",
+	"cellSpacing",
+	"cellPadding",
+	"rowSpan",
+	"colSpan",
+	"useMap",
+	"frameBorder",
+	"contentEditable"
+], function() {
+	jQuery.propFix[ this.toLowerCase() ] = this;
+} );
+
+
+
+
+	// Strip and collapse whitespace according to HTML spec
+	// https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace
+	function stripAndCollapse( value ) {
+		var tokens = value.match( rnothtmlwhite ) || [];
+		return tokens.join( " " );
+	}
+
+
+function getClass( elem ) {
+	return elem.getAttribute && elem.getAttribute( "class" ) || "";
+}
+
+function classesToArray( value ) {
+	if ( Array.isArray( value ) ) {
+		return value;
+	}
+	if ( typeof value === "string" ) {
+		return value.match( rnothtmlwhite ) || [];
+	}
+	return [];
+}
+
+jQuery.fn.extend( {
+	addClass: function( value ) {
+		var classes, elem, cur, curValue, clazz, j, finalValue,
+			i = 0;
+
+		if ( isFunction( value ) ) {
+			return this.each( function( j ) {
+				jQuery( this ).addClass( value.call( this, j, getClass( this ) ) );
+			} );
+		}
+
+		classes = classesToArray( value );
+
+		if ( classes.length ) {
+			while ( ( elem = this[ i++ ] ) ) {
+				curValue = getClass( elem );
+				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
+
+				if ( cur ) {
+					j = 0;
+					while ( ( clazz = classes[ j++ ] ) ) {
+						if ( cur.indexOf( " " + clazz + " " ) < 0 ) {
+							cur += clazz + " ";
+						}
+					}
+
+					// Only assign if different to avoid unneeded rendering.
+					finalValue = stripAndCollapse( cur );
+					if ( curValue !== finalValue ) {
+						elem.setAttribute( "class", finalValue );
+					}
+				}
+			}
+		}
+
+		return this;
+	},
+
+	removeClass: function( value ) {
+		var classes, elem, cur, curValue, clazz, j, finalValue,
+			i = 0;
+
+		if ( isFunction( value ) ) {
+			return this.each( function( j ) {
+				jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) );
+			} );
+		}
+
+		if ( !arguments.length ) {
+			return this.attr( "class", "" );
+		}
+
+		classes = classesToArray( value );
+
+		if ( classes.length ) {
+			while ( ( elem = this[ i++ ] ) ) {
+				curValue = getClass( elem );
+
+				// This expression is here for better compressibility (see addClass)
+				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
+
+				if ( cur ) {
+					j = 0;
+					while ( ( clazz = classes[ j++ ] ) ) {
+
+						// Remove *all* instances
+						while ( cur.indexOf( " " + clazz + " " ) > -1 ) {
+							cur = cur.replace( " " + clazz + " ", " " );
+						}
+					}
+
+					// Only assign if different to avoid unneeded rendering.
+					finalValue = stripAndCollapse( cur );
+					if ( curValue !== finalValue ) {
+						elem.setAttribute( "class", finalValue );
+					}
+				}
+			}
+		}
+
+		return this;
+	},
+
+	toggleClass: function( value, stateVal ) {
+		var type = typeof value,
+			isValidValue = type === "string" || Array.isArray( value );
+
+		if ( typeof stateVal === "boolean" && isValidValue ) {
+			return stateVal ? this.addClass( value ) : this.removeClass( value );
+		}
+
+		if ( isFunction( value ) ) {
+			return this.each( function( i ) {
+				jQuery( this ).toggleClass(
+					value.call( this, i, getClass( this ), stateVal ),
+					stateVal
+				);
+			} );
+		}
+
+		return this.each( function() {
+			var className, i, self, classNames;
+
+			if ( isValidValue ) {
+
+				// Toggle individual class names
+				i = 0;
+				self = jQuery( this );
+				classNames = classesToArray( value );
+
+				while ( ( className = classNames[ i++ ] ) ) {
+
+					// Check each className given, space separated list
+					if ( self.hasClass( className ) ) {
+						self.removeClass( className );
+					} else {
+						self.addClass( className );
+					}
+				}
+
+			// Toggle whole class name
+			} else if ( value === undefined || type === "boolean" ) {
+				className = getClass( this );
+				if ( className ) {
+
+					// Store className if set
+					dataPriv.set( this, "__className__", className );
+				}
+
+				// If the element has a class name or if we're passed `false`,
+				// then remove the whole classname (if there was one, the above saved it).
+				// Otherwise bring back whatever was previously saved (if anything),
+				// falling back to the empty string if nothing was stored.
+				if ( this.setAttribute ) {
+					this.setAttribute( "class",
+						className || value === false ?
+							"" :
+							dataPriv.get( this, "__className__" ) || ""
+					);
+				}
+			}
+		} );
+	},
+
+	hasClass: function( selector ) {
+		var className, elem,
+			i = 0;
+
+		className = " " + selector + " ";
+		while ( ( elem = this[ i++ ] ) ) {
+			if ( elem.nodeType === 1 &&
+				( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) {
+				return true;
+			}
+		}
+
+		return false;
+	}
+} );
+
+
+
+
+var rreturn = /\r/g;
+
+jQuery.fn.extend( {
+	val: function( value ) {
+		var hooks, ret, valueIsFunction,
+			elem = this[ 0 ];
+
+		if ( !arguments.length ) {
+			if ( elem ) {
+				hooks = jQuery.valHooks[ elem.type ] ||
+					jQuery.valHooks[ elem.nodeName.toLowerCase() ];
+
+				if ( hooks &&
+					"get" in hooks &&
+					( ret = hooks.get( elem, "value" ) ) !== undefined
+				) {
+					return ret;
+				}
+
+				ret = elem.value;
+
+				// Handle most common string cases
+				if ( typeof ret === "string" ) {
+					return ret.replace( rreturn, "" );
+				}
+
+				// Handle cases where value is null/undef or number
+				return ret == null ? "" : ret;
+			}
+
+			return;
+		}
+
+		valueIsFunction = isFunction( value );
+
+		return this.each( function( i ) {
+			var val;
+
+			if ( this.nodeType !== 1 ) {
+				return;
+			}
+
+			if ( valueIsFunction ) {
+				val = value.call( this, i, jQuery( this ).val() );
+			} else {
+				val = value;
+			}
+
+			// Treat null/undefined as ""; convert numbers to string
+			if ( val == null ) {
+				val = "";
+
+			} else if ( typeof val === "number" ) {
+				val += "";
+
+			} else if ( Array.isArray( val ) ) {
+				val = jQuery.map( val, function( value ) {
+					return value == null ? "" : value + "";
+				} );
+			}
+
+			hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ];
+
+			// If set returns undefined, fall back to normal setting
+			if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) {
+				this.value = val;
+			}
+		} );
+	}
+} );
+
+jQuery.extend( {
+	valHooks: {
+		option: {
+			get: function( elem ) {
+
+				var val = jQuery.find.attr( elem, "value" );
+				return val != null ?
+					val :
+
+					// Support: IE <=10 - 11 only
+					// option.text throws exceptions (#14686, #14858)
+					// Strip and collapse whitespace
+					// https://html.spec.whatwg.org/#strip-and-collapse-whitespace
+					stripAndCollapse( jQuery.text( elem ) );
+			}
+		},
+		select: {
+			get: function( elem ) {
+				var value, option, i,
+					options = elem.options,
+					index = elem.selectedIndex,
+					one = elem.type === "select-one",
+					values = one ? null : [],
+					max = one ? index + 1 : options.length;
+
+				if ( index < 0 ) {
+					i = max;
+
+				} else {
+					i = one ? index : 0;
+				}
+
+				// Loop through all the selected options
+				for ( ; i < max; i++ ) {
+					option = options[ i ];
+
+					// Support: IE <=9 only
+					// IE8-9 doesn't update selected after form reset (#2551)
+					if ( ( option.selected || i === index ) &&
+
+							// Don't return options that are disabled or in a disabled optgroup
+							!option.disabled &&
+							( !option.parentNode.disabled ||
+								!nodeName( option.parentNode, "optgroup" ) ) ) {
+
+						// Get the specific value for the option
+						value = jQuery( option ).val();
+
+						// We don't need an array for one selects
+						if ( one ) {
+							return value;
+						}
+
+						// Multi-Selects return an array
+						values.push( value );
+					}
+				}
+
+				return values;
+			},
+
+			set: function( elem, value ) {
+				var optionSet, option,
+					options = elem.options,
+					values = jQuery.makeArray( value ),
+					i = options.length;
+
+				while ( i-- ) {
+					option = options[ i ];
+
+					/* eslint-disable no-cond-assign */
+
+					if ( option.selected =
+						jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1
+					) {
+						optionSet = true;
+					}
+
+					/* eslint-enable no-cond-assign */
+				}
+
+				// Force browsers to behave consistently when non-matching value is set
+				if ( !optionSet ) {
+					elem.selectedIndex = -1;
+				}
+				return values;
+			}
+		}
+	}
+} );
+
+// Radios and checkboxes getter/setter
+jQuery.each( [ "radio", "checkbox" ], function() {
+	jQuery.valHooks[ this ] = {
+		set: function( elem, value ) {
+			if ( Array.isArray( value ) ) {
+				return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 );
+			}
+		}
+	};
+	if ( !support.checkOn ) {
+		jQuery.valHooks[ this ].get = function( elem ) {
+			return elem.getAttribute( "value" ) === null ? "on" : elem.value;
+		};
+	}
+} );
+
+
+
+
+// Return jQuery for attributes-only inclusion
+
+
+support.focusin = "onfocusin" in window;
+
+
+var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/,
+	stopPropagationCallback = function( e ) {
+		e.stopPropagation();
+	};
+
+jQuery.extend( jQuery.event, {
+
+	trigger: function( event, data, elem, onlyHandlers ) {
+
+		var i, cur, tmp, bubbleType, ontype, handle, special, lastElement,
+			eventPath = [ elem || document ],
+			type = hasOwn.call( event, "type" ) ? event.type : event,
+			namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : [];
+
+		cur = lastElement = tmp = elem = elem || document;
+
+		// Don't do events on text and comment nodes
+		if ( elem.nodeType === 3 || elem.nodeType === 8 ) {
+			return;
+		}
+
+		// focus/blur morphs to focusin/out; ensure we're not firing them right now
+		if ( rfocusMorph.test( type + jQuery.event.triggered ) ) {
+			return;
+		}
+
+		if ( type.indexOf( "." ) > -1 ) {
+
+			// Namespaced trigger; create a regexp to match event type in handle()
+			namespaces = type.split( "." );
+			type = namespaces.shift();
+			namespaces.sort();
+		}
+		ontype = type.indexOf( ":" ) < 0 && "on" + type;
+
+		// Caller can pass in a jQuery.Event object, Object, or just an event type string
+		event = event[ jQuery.expando ] ?
+			event :
+			new jQuery.Event( type, typeof event === "object" && event );
+
+		// Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true)
+		event.isTrigger = onlyHandlers ? 2 : 3;
+		event.namespace = namespaces.join( "." );
+		event.rnamespace = event.namespace ?
+			new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) :
+			null;
+
+		// Clean up the event in case it is being reused
+		event.result = undefined;
+		if ( !event.target ) {
+			event.target = elem;
+		}
+
+		// Clone any incoming data and prepend the event, creating the handler arg list
+		data = data == null ?
+			[ event ] :
+			jQuery.makeArray( data, [ event ] );
+
+		// Allow special events to draw outside the lines
+		special = jQuery.event.special[ type ] || {};
+		if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) {
+			return;
+		}
+
+		// Determine event propagation path in advance, per W3C events spec (#9951)
+		// Bubble up to document, then to window; watch for a global ownerDocument var (#9724)
+		if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) {
+
+			bubbleType = special.delegateType || type;
+			if ( !rfocusMorph.test( bubbleType + type ) ) {
+				cur = cur.parentNode;
+			}
+			for ( ; cur; cur = cur.parentNode ) {
+				eventPath.push( cur );
+				tmp = cur;
+			}
+
+			// Only add window if we got to document (e.g., not plain obj or detached DOM)
+			if ( tmp === ( elem.ownerDocument || document ) ) {
+				eventPath.push( tmp.defaultView || tmp.parentWindow || window );
+			}
+		}
+
+		// Fire handlers on the event path
+		i = 0;
+		while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) {
+			lastElement = cur;
+			event.type = i > 1 ?
+				bubbleType :
+				special.bindType || type;
+
+			// jQuery handler
+			handle = ( dataPriv.get( cur, "events" ) || Object.create( null ) )[ event.type ] &&
+				dataPriv.get( cur, "handle" );
+			if ( handle ) {
+				handle.apply( cur, data );
+			}
+
+			// Native handler
+			handle = ontype && cur[ ontype ];
+			if ( handle && handle.apply && acceptData( cur ) ) {
+				event.result = handle.apply( cur, data );
+				if ( event.result === false ) {
+					event.preventDefault();
+				}
+			}
+		}
+		event.type = type;
+
+		// If nobody prevented the default action, do it now
+		if ( !onlyHandlers && !event.isDefaultPrevented() ) {
+
+			if ( ( !special._default ||
+				special._default.apply( eventPath.pop(), data ) === false ) &&
+				acceptData( elem ) ) {
+
+				// Call a native DOM method on the target with the same name as the event.
+				// Don't do default actions on window, that's where global variables be (#6170)
+				if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) {
+
+					// Don't re-trigger an onFOO event when we call its FOO() method
+					tmp = elem[ ontype ];
+
+					if ( tmp ) {
+						elem[ ontype ] = null;
+					}
+
+					// Prevent re-triggering of the same event, since we already bubbled it above
+					jQuery.event.triggered = type;
+
+					if ( event.isPropagationStopped() ) {
+						lastElement.addEventListener( type, stopPropagationCallback );
+					}
+
+					elem[ type ]();
+
+					if ( event.isPropagationStopped() ) {
+						lastElement.removeEventListener( type, stopPropagationCallback );
+					}
+
+					jQuery.event.triggered = undefined;
+
+					if ( tmp ) {
+						elem[ ontype ] = tmp;
+					}
+				}
+			}
+		}
+
+		return event.result;
+	},
+
+	// Piggyback on a donor event to simulate a different one
+	// Used only for `focus(in | out)` events
+	simulate: function( type, elem, event ) {
+		var e = jQuery.extend(
+			new jQuery.Event(),
+			event,
+			{
+				type: type,
+				isSimulated: true
+			}
+		);
+
+		jQuery.event.trigger( e, null, elem );
+	}
+
+} );
+
+jQuery.fn.extend( {
+
+	trigger: function( type, data ) {
+		return this.each( function() {
+			jQuery.event.trigger( type, data, this );
+		} );
+	},
+	triggerHandler: function( type, data ) {
+		var elem = this[ 0 ];
+		if ( elem ) {
+			return jQuery.event.trigger( type, data, elem, true );
+		}
+	}
+} );
+
+
+// Support: Firefox <=44
+// Firefox doesn't have focus(in | out) events
+// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787
+//
+// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1
+// focus(in | out) events fire after focus & blur events,
+// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order
+// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857
+if ( !support.focusin ) {
+	jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) {
+
+		// Attach a single capturing handler on the document while someone wants focusin/focusout
+		var handler = function( event ) {
+			jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) );
+		};
+
+		jQuery.event.special[ fix ] = {
+			setup: function() {
+
+				// Handle: regular nodes (via `this.ownerDocument`), window
+				// (via `this.document`) & document (via `this`).
+				var doc = this.ownerDocument || this.document || this,
+					attaches = dataPriv.access( doc, fix );
+
+				if ( !attaches ) {
+					doc.addEventListener( orig, handler, true );
+				}
+				dataPriv.access( doc, fix, ( attaches || 0 ) + 1 );
+			},
+			teardown: function() {
+				var doc = this.ownerDocument || this.document || this,
+					attaches = dataPriv.access( doc, fix ) - 1;
+
+				if ( !attaches ) {
+					doc.removeEventListener( orig, handler, true );
+					dataPriv.remove( doc, fix );
+
+				} else {
+					dataPriv.access( doc, fix, attaches );
+				}
+			}
+		};
+	} );
+}
+var location = window.location;
+
+var nonce = { guid: Date.now() };
+
+var rquery = ( /\?/ );
+
+
+
+// Cross-browser xml parsing
+jQuery.parseXML = function( data ) {
+	var xml, parserErrorElem;
+	if ( !data || typeof data !== "string" ) {
+		return null;
+	}
+
+	// Support: IE 9 - 11 only
+	// IE throws on parseFromString with invalid input.
+	try {
+		xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" );
+	} catch ( e ) {}
+
+	parserErrorElem = xml && xml.getElementsByTagName( "parsererror" )[ 0 ];
+	if ( !xml || parserErrorElem ) {
+		jQuery.error( "Invalid XML: " + (
+			parserErrorElem ?
+				jQuery.map( parserErrorElem.childNodes, function( el ) {
+					return el.textContent;
+				} ).join( "\n" ) :
+				data
+		) );
+	}
+	return xml;
+};
+
+
+var
+	rbracket = /\[\]$/,
+	rCRLF = /\r?\n/g,
+	rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i,
+	rsubmittable = /^(?:input|select|textarea|keygen)/i;
+
+function buildParams( prefix, obj, traditional, add ) {
+	var name;
+
+	if ( Array.isArray( obj ) ) {
+
+		// Serialize array item.
+		jQuery.each( obj, function( i, v ) {
+			if ( traditional || rbracket.test( prefix ) ) {
+
+				// Treat each array item as a scalar.
+				add( prefix, v );
+
+			} else {
+
+				// Item is non-scalar (array or object), encode its numeric index.
+				buildParams(
+					prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]",
+					v,
+					traditional,
+					add
+				);
+			}
+		} );
+
+	} else if ( !traditional && toType( obj ) === "object" ) {
+
+		// Serialize object item.
+		for ( name in obj ) {
+			buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add );
+		}
+
+	} else {
+
+		// Serialize scalar item.
+		add( prefix, obj );
+	}
+}
+
+// Serialize an array of form elements or a set of
+// key/values into a query string
+jQuery.param = function( a, traditional ) {
+	var prefix,
+		s = [],
+		add = function( key, valueOrFunction ) {
+
+			// If value is a function, invoke it and use its return value
+			var value = isFunction( valueOrFunction ) ?
+				valueOrFunction() :
+				valueOrFunction;
+
+			s[ s.length ] = encodeURIComponent( key ) + "=" +
+				encodeURIComponent( value == null ? "" : value );
+		};
+
+	if ( a == null ) {
+		return "";
+	}
+
+	// If an array was passed in, assume that it is an array of form elements.
+	if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) {
+
+		// Serialize the form elements
+		jQuery.each( a, function() {
+			add( this.name, this.value );
+		} );
+
+	} else {
+
+		// If traditional, encode the "old" way (the way 1.3.2 or older
+		// did it), otherwise encode params recursively.
+		for ( prefix in a ) {
+			buildParams( prefix, a[ prefix ], traditional, add );
+		}
+	}
+
+	// Return the resulting serialization
+	return s.join( "&" );
+};
+
+jQuery.fn.extend( {
+	serialize: function() {
+		return jQuery.param( this.serializeArray() );
+	},
+	serializeArray: function() {
+		return this.map( function() {
+
+			// Can add propHook for "elements" to filter or add form elements
+			var elements = jQuery.prop( this, "elements" );
+			return elements ? jQuery.makeArray( elements ) : this;
+		} ).filter( function() {
+			var type = this.type;
+
+			// Use .is( ":disabled" ) so that fieldset[disabled] works
+			return this.name && !jQuery( this ).is( ":disabled" ) &&
+				rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) &&
+				( this.checked || !rcheckableType.test( type ) );
+		} ).map( function( _i, elem ) {
+			var val = jQuery( this ).val();
+
+			if ( val == null ) {
+				return null;
+			}
+
+			if ( Array.isArray( val ) ) {
+				return jQuery.map( val, function( val ) {
+					return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
+				} );
+			}
+
+			return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
+		} ).get();
+	}
+} );
+
+
+var
+	r20 = /%20/g,
+	rhash = /#.*$/,
+	rantiCache = /([?&])_=[^&]*/,
+	rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg,
+
+	// #7653, #8125, #8152: local protocol detection
+	rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/,
+	rnoContent = /^(?:GET|HEAD)$/,
+	rprotocol = /^\/\//,
+
+	/* Prefilters
+	 * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example)
+	 * 2) These are called:
+	 *    - BEFORE asking for a transport
+	 *    - AFTER param serialization (s.data is a string if s.processData is true)
+	 * 3) key is the dataType
+	 * 4) the catchall symbol "*" can be used
+	 * 5) execution will start with transport dataType and THEN continue down to "*" if needed
+	 */
+	prefilters = {},
+
+	/* Transports bindings
+	 * 1) key is the dataType
+	 * 2) the catchall symbol "*" can be used
+	 * 3) selection will start with transport dataType and THEN go to "*" if needed
+	 */
+	transports = {},
+
+	// Avoid comment-prolog char sequence (#10098); must appease lint and evade compression
+	allTypes = "*/".concat( "*" ),
+
+	// Anchor tag for parsing the document origin
+	originAnchor = document.createElement( "a" );
+
+originAnchor.href = location.href;
+
+// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport
+function addToPrefiltersOrTransports( structure ) {
+
+	// dataTypeExpression is optional and defaults to "*"
+	return function( dataTypeExpression, func ) {
+
+		if ( typeof dataTypeExpression !== "string" ) {
+			func = dataTypeExpression;
+			dataTypeExpression = "*";
+		}
+
+		var dataType,
+			i = 0,
+			dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || [];
+
+		if ( isFunction( func ) ) {
+
+			// For each dataType in the dataTypeExpression
+			while ( ( dataType = dataTypes[ i++ ] ) ) {
+
+				// Prepend if requested
+				if ( dataType[ 0 ] === "+" ) {
+					dataType = dataType.slice( 1 ) || "*";
+					( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func );
+
+				// Otherwise append
+				} else {
+					( structure[ dataType ] = structure[ dataType ] || [] ).push( func );
+				}
+			}
+		}
+	};
+}
+
+// Base inspection function for prefilters and transports
+function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) {
+
+	var inspected = {},
+		seekingTransport = ( structure === transports );
+
+	function inspect( dataType ) {
+		var selected;
+		inspected[ dataType ] = true;
+		jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) {
+			var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR );
+			if ( typeof dataTypeOrTransport === "string" &&
+				!seekingTransport && !inspected[ dataTypeOrTransport ] ) {
+
+				options.dataTypes.unshift( dataTypeOrTransport );
+				inspect( dataTypeOrTransport );
+				return false;
+			} else if ( seekingTransport ) {
+				return !( selected = dataTypeOrTransport );
+			}
+		} );
+		return selected;
+	}
+
+	return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" );
+}
+
+// A special extend for ajax options
+// that takes "flat" options (not to be deep extended)
+// Fixes #9887
+function ajaxExtend( target, src ) {
+	var key, deep,
+		flatOptions = jQuery.ajaxSettings.flatOptions || {};
+
+	for ( key in src ) {
+		if ( src[ key ] !== undefined ) {
+			( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ];
+		}
+	}
+	if ( deep ) {
+		jQuery.extend( true, target, deep );
+	}
+
+	return target;
+}
+
+/* Handles responses to an ajax request:
+ * - finds the right dataType (mediates between content-type and expected dataType)
+ * - returns the corresponding response
+ */
+function ajaxHandleResponses( s, jqXHR, responses ) {
+
+	var ct, type, finalDataType, firstDataType,
+		contents = s.contents,
+		dataTypes = s.dataTypes;
+
+	// Remove auto dataType and get content-type in the process
+	while ( dataTypes[ 0 ] === "*" ) {
+		dataTypes.shift();
+		if ( ct === undefined ) {
+			ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" );
+		}
+	}
+
+	// Check if we're dealing with a known content-type
+	if ( ct ) {
+		for ( type in contents ) {
+			if ( contents[ type ] && contents[ type ].test( ct ) ) {
+				dataTypes.unshift( type );
+				break;
+			}
+		}
+	}
+
+	// Check to see if we have a response for the expected dataType
+	if ( dataTypes[ 0 ] in responses ) {
+		finalDataType = dataTypes[ 0 ];
+	} else {
+
+		// Try convertible dataTypes
+		for ( type in responses ) {
+			if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) {
+				finalDataType = type;
+				break;
+			}
+			if ( !firstDataType ) {
+				firstDataType = type;
+			}
+		}
+
+		// Or just use first one
+		finalDataType = finalDataType || firstDataType;
+	}
+
+	// If we found a dataType
+	// We add the dataType to the list if needed
+	// and return the corresponding response
+	if ( finalDataType ) {
+		if ( finalDataType !== dataTypes[ 0 ] ) {
+			dataTypes.unshift( finalDataType );
+		}
+		return responses[ finalDataType ];
+	}
+}
+
+/* Chain conversions given the request and the original response
+ * Also sets the responseXXX fields on the jqXHR instance
+ */
+function ajaxConvert( s, response, jqXHR, isSuccess ) {
+	var conv2, current, conv, tmp, prev,
+		converters = {},
+
+		// Work with a copy of dataTypes in case we need to modify it for conversion
+		dataTypes = s.dataTypes.slice();
+
+	// Create converters map with lowercased keys
+	if ( dataTypes[ 1 ] ) {
+		for ( conv in s.converters ) {
+			converters[ conv.toLowerCase() ] = s.converters[ conv ];
+		}
+	}
+
+	current = dataTypes.shift();
+
+	// Convert to each sequential dataType
+	while ( current ) {
+
+		if ( s.responseFields[ current ] ) {
+			jqXHR[ s.responseFields[ current ] ] = response;
+		}
+
+		// Apply the dataFilter if provided
+		if ( !prev && isSuccess && s.dataFilter ) {
+			response = s.dataFilter( response, s.dataType );
+		}
+
+		prev = current;
+		current = dataTypes.shift();
+
+		if ( current ) {
+
+			// There's only work to do if current dataType is non-auto
+			if ( current === "*" ) {
+
+				current = prev;
+
+			// Convert response if prev dataType is non-auto and differs from current
+			} else if ( prev !== "*" && prev !== current ) {
+
+				// Seek a direct converter
+				conv = converters[ prev + " " + current ] || converters[ "* " + current ];
+
+				// If none found, seek a pair
+				if ( !conv ) {
+					for ( conv2 in converters ) {
+
+						// If conv2 outputs current
+						tmp = conv2.split( " " );
+						if ( tmp[ 1 ] === current ) {
+
+							// If prev can be converted to accepted input
+							conv = converters[ prev + " " + tmp[ 0 ] ] ||
+								converters[ "* " + tmp[ 0 ] ];
+							if ( conv ) {
+
+								// Condense equivalence converters
+								if ( conv === true ) {
+									conv = converters[ conv2 ];
+
+								// Otherwise, insert the intermediate dataType
+								} else if ( converters[ conv2 ] !== true ) {
+									current = tmp[ 0 ];
+									dataTypes.unshift( tmp[ 1 ] );
+								}
+								break;
+							}
+						}
+					}
+				}
+
+				// Apply converter (if not an equivalence)
+				if ( conv !== true ) {
+
+					// Unless errors are allowed to bubble, catch and return them
+					if ( conv && s.throws ) {
+						response = conv( response );
+					} else {
+						try {
+							response = conv( response );
+						} catch ( e ) {
+							return {
+								state: "parsererror",
+								error: conv ? e : "No conversion from " + prev + " to " + current
+							};
+						}
+					}
+				}
+			}
+		}
+	}
+
+	return { state: "success", data: response };
+}
+
+jQuery.extend( {
+
+	// Counter for holding the number of active queries
+	active: 0,
+
+	// Last-Modified header cache for next request
+	lastModified: {},
+	etag: {},
+
+	ajaxSettings: {
+		url: location.href,
+		type: "GET",
+		isLocal: rlocalProtocol.test( location.protocol ),
+		global: true,
+		processData: true,
+		async: true,
+		contentType: "application/x-www-form-urlencoded; charset=UTF-8",
+
+		/*
+		timeout: 0,
+		data: null,
+		dataType: null,
+		username: null,
+		password: null,
+		cache: null,
+		throws: false,
+		traditional: false,
+		headers: {},
+		*/
+
+		accepts: {
+			"*": allTypes,
+			text: "text/plain",
+			html: "text/html",
+			xml: "application/xml, text/xml",
+			json: "application/json, text/javascript"
+		},
+
+		contents: {
+			xml: /\bxml\b/,
+			html: /\bhtml/,
+			json: /\bjson\b/
+		},
+
+		responseFields: {
+			xml: "responseXML",
+			text: "responseText",
+			json: "responseJSON"
+		},
+
+		// Data converters
+		// Keys separate source (or catchall "*") and destination types with a single space
+		converters: {
+
+			// Convert anything to text
+			"* text": String,
+
+			// Text to html (true = no transformation)
+			"text html": true,
+
+			// Evaluate text as a json expression
+			"text json": JSON.parse,
+
+			// Parse text as xml
+			"text xml": jQuery.parseXML
+		},
+
+		// For options that shouldn't be deep extended:
+		// you can add your own custom options here if
+		// and when you create one that shouldn't be
+		// deep extended (see ajaxExtend)
+		flatOptions: {
+			url: true,
+			context: true
+		}
+	},
+
+	// Creates a full fledged settings object into target
+	// with both ajaxSettings and settings fields.
+	// If target is omitted, writes into ajaxSettings.
+	ajaxSetup: function( target, settings ) {
+		return settings ?
+
+			// Building a settings object
+			ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) :
+
+			// Extending ajaxSettings
+			ajaxExtend( jQuery.ajaxSettings, target );
+	},
+
+	ajaxPrefilter: addToPrefiltersOrTransports( prefilters ),
+	ajaxTransport: addToPrefiltersOrTransports( transports ),
+
+	// Main method
+	ajax: function( url, options ) {
+
+		// If url is an object, simulate pre-1.5 signature
+		if ( typeof url === "object" ) {
+			options = url;
+			url = undefined;
+		}
+
+		// Force options to be an object
+		options = options || {};
+
+		var transport,
+
+			// URL without anti-cache param
+			cacheURL,
+
+			// Response headers
+			responseHeadersString,
+			responseHeaders,
+
+			// timeout handle
+			timeoutTimer,
+
+			// Url cleanup var
+			urlAnchor,
+
+			// Request state (becomes false upon send and true upon completion)
+			completed,
+
+			// To know if global events are to be dispatched
+			fireGlobals,
+
+			// Loop variable
+			i,
+
+			// uncached part of the url
+			uncached,
+
+			// Create the final options object
+			s = jQuery.ajaxSetup( {}, options ),
+
+			// Callbacks context
+			callbackContext = s.context || s,
+
+			// Context for global events is callbackContext if it is a DOM node or jQuery collection
+			globalEventContext = s.context &&
+				( callbackContext.nodeType || callbackContext.jquery ) ?
+				jQuery( callbackContext ) :
+				jQuery.event,
+
+			// Deferreds
+			deferred = jQuery.Deferred(),
+			completeDeferred = jQuery.Callbacks( "once memory" ),
+
+			// Status-dependent callbacks
+			statusCode = s.statusCode || {},
+
+			// Headers (they are sent all at once)
+			requestHeaders = {},
+			requestHeadersNames = {},
+
+			// Default abort message
+			strAbort = "canceled",
+
+			// Fake xhr
+			jqXHR = {
+				readyState: 0,
+
+				// Builds headers hashtable if needed
+				getResponseHeader: function( key ) {
+					var match;
+					if ( completed ) {
+						if ( !responseHeaders ) {
+							responseHeaders = {};
+							while ( ( match = rheaders.exec( responseHeadersString ) ) ) {
+								responseHeaders[ match[ 1 ].toLowerCase() + " " ] =
+									( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] )
+										.concat( match[ 2 ] );
+							}
+						}
+						match = responseHeaders[ key.toLowerCase() + " " ];
+					}
+					return match == null ? null : match.join( ", " );
+				},
+
+				// Raw string
+				getAllResponseHeaders: function() {
+					return completed ? responseHeadersString : null;
+				},
+
+				// Caches the header
+				setRequestHeader: function( name, value ) {
+					if ( completed == null ) {
+						name = requestHeadersNames[ name.toLowerCase() ] =
+							requestHeadersNames[ name.toLowerCase() ] || name;
+						requestHeaders[ name ] = value;
+					}
+					return this;
+				},
+
+				// Overrides response content-type header
+				overrideMimeType: function( type ) {
+					if ( completed == null ) {
+						s.mimeType = type;
+					}
+					return this;
+				},
+
+				// Status-dependent callbacks
+				statusCode: function( map ) {
+					var code;
+					if ( map ) {
+						if ( completed ) {
+
+							// Execute the appropriate callbacks
+							jqXHR.always( map[ jqXHR.status ] );
+						} else {
+
+							// Lazy-add the new callbacks in a way that preserves old ones
+							for ( code in map ) {
+								statusCode[ code ] = [ statusCode[ code ], map[ code ] ];
+							}
+						}
+					}
+					return this;
+				},
+
+				// Cancel the request
+				abort: function( statusText ) {
+					var finalText = statusText || strAbort;
+					if ( transport ) {
+						transport.abort( finalText );
+					}
+					done( 0, finalText );
+					return this;
+				}
+			};
+
+		// Attach deferreds
+		deferred.promise( jqXHR );
+
+		// Add protocol if not provided (prefilters might expect it)
+		// Handle falsy url in the settings object (#10093: consistency with old signature)
+		// We also use the url parameter if available
+		s.url = ( ( url || s.url || location.href ) + "" )
+			.replace( rprotocol, location.protocol + "//" );
+
+		// Alias method option to type as per ticket #12004
+		s.type = options.method || options.type || s.method || s.type;
+
+		// Extract dataTypes list
+		s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ];
+
+		// A cross-domain request is in order when the origin doesn't match the current origin.
+		if ( s.crossDomain == null ) {
+			urlAnchor = document.createElement( "a" );
+
+			// Support: IE <=8 - 11, Edge 12 - 15
+			// IE throws exception on accessing the href property if url is malformed,
+			// e.g. http://example.com:80x/
+			try {
+				urlAnchor.href = s.url;
+
+				// Support: IE <=8 - 11 only
+				// Anchor's host property isn't correctly set when s.url is relative
+				urlAnchor.href = urlAnchor.href;
+				s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !==
+					urlAnchor.protocol + "//" + urlAnchor.host;
+			} catch ( e ) {
+
+				// If there is an error parsing the URL, assume it is crossDomain,
+				// it can be rejected by the transport if it is invalid
+				s.crossDomain = true;
+			}
+		}
+
+		// Convert data if not already a string
+		if ( s.data && s.processData && typeof s.data !== "string" ) {
+			s.data = jQuery.param( s.data, s.traditional );
+		}
+
+		// Apply prefilters
+		inspectPrefiltersOrTransports( prefilters, s, options, jqXHR );
+
+		// If request was aborted inside a prefilter, stop there
+		if ( completed ) {
+			return jqXHR;
+		}
+
+		// We can fire global events as of now if asked to
+		// Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118)
+		fireGlobals = jQuery.event && s.global;
+
+		// Watch for a new set of requests
+		if ( fireGlobals && jQuery.active++ === 0 ) {
+			jQuery.event.trigger( "ajaxStart" );
+		}
+
+		// Uppercase the type
+		s.type = s.type.toUpperCase();
+
+		// Determine if request has content
+		s.hasContent = !rnoContent.test( s.type );
+
+		// Save the URL in case we're toying with the If-Modified-Since
+		// and/or If-None-Match header later on
+		// Remove hash to simplify url manipulation
+		cacheURL = s.url.replace( rhash, "" );
+
+		// More options handling for requests with no content
+		if ( !s.hasContent ) {
+
+			// Remember the hash so we can put it back
+			uncached = s.url.slice( cacheURL.length );
+
+			// If data is available and should be processed, append data to url
+			if ( s.data && ( s.processData || typeof s.data === "string" ) ) {
+				cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data;
+
+				// #9682: remove data so that it's not used in an eventual retry
+				delete s.data;
+			}
+
+			// Add or update anti-cache param if needed
+			if ( s.cache === false ) {
+				cacheURL = cacheURL.replace( rantiCache, "$1" );
+				uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) +
+					uncached;
+			}
+
+			// Put hash and anti-cache on the URL that will be requested (gh-1732)
+			s.url = cacheURL + uncached;
+
+		// Change '%20' to '+' if this is encoded form body content (gh-2658)
+		} else if ( s.data && s.processData &&
+			( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) {
+			s.data = s.data.replace( r20, "+" );
+		}
+
+		// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
+		if ( s.ifModified ) {
+			if ( jQuery.lastModified[ cacheURL ] ) {
+				jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] );
+			}
+			if ( jQuery.etag[ cacheURL ] ) {
+				jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] );
+			}
+		}
+
+		// Set the correct header, if data is being sent
+		if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) {
+			jqXHR.setRequestHeader( "Content-Type", s.contentType );
+		}
+
+		// Set the Accepts header for the server, depending on the dataType
+		jqXHR.setRequestHeader(
+			"Accept",
+			s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ?
+				s.accepts[ s.dataTypes[ 0 ] ] +
+					( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) :
+				s.accepts[ "*" ]
+		);
+
+		// Check for headers option
+		for ( i in s.headers ) {
+			jqXHR.setRequestHeader( i, s.headers[ i ] );
+		}
+
+		// Allow custom headers/mimetypes and early abort
+		if ( s.beforeSend &&
+			( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) {
+
+			// Abort if not done already and return
+			return jqXHR.abort();
+		}
+
+		// Aborting is no longer a cancellation
+		strAbort = "abort";
+
+		// Install callbacks on deferreds
+		completeDeferred.add( s.complete );
+		jqXHR.done( s.success );
+		jqXHR.fail( s.error );
+
+		// Get transport
+		transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR );
+
+		// If no transport, we auto-abort
+		if ( !transport ) {
+			done( -1, "No Transport" );
+		} else {
+			jqXHR.readyState = 1;
+
+			// Send global event
+			if ( fireGlobals ) {
+				globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] );
+			}
+
+			// If request was aborted inside ajaxSend, stop there
+			if ( completed ) {
+				return jqXHR;
+			}
+
+			// Timeout
+			if ( s.async && s.timeout > 0 ) {
+				timeoutTimer = window.setTimeout( function() {
+					jqXHR.abort( "timeout" );
+				}, s.timeout );
+			}
+
+			try {
+				completed = false;
+				transport.send( requestHeaders, done );
+			} catch ( e ) {
+
+				// Rethrow post-completion exceptions
+				if ( completed ) {
+					throw e;
+				}
+
+				// Propagate others as results
+				done( -1, e );
+			}
+		}
+
+		// Callback for when everything is done
+		function done( status, nativeStatusText, responses, headers ) {
+			var isSuccess, success, error, response, modified,
+				statusText = nativeStatusText;
+
+			// Ignore repeat invocations
+			if ( completed ) {
+				return;
+			}
+
+			completed = true;
+
+			// Clear timeout if it exists
+			if ( timeoutTimer ) {
+				window.clearTimeout( timeoutTimer );
+			}
+
+			// Dereference transport for early garbage collection
+			// (no matter how long the jqXHR object will be used)
+			transport = undefined;
+
+			// Cache response headers
+			responseHeadersString = headers || "";
+
+			// Set readyState
+			jqXHR.readyState = status > 0 ? 4 : 0;
+
+			// Determine if successful
+			isSuccess = status >= 200 && status < 300 || status === 304;
+
+			// Get response data
+			if ( responses ) {
+				response = ajaxHandleResponses( s, jqXHR, responses );
+			}
+
+			// Use a noop converter for missing script but not if jsonp
+			if ( !isSuccess &&
+				jQuery.inArray( "script", s.dataTypes ) > -1 &&
+				jQuery.inArray( "json", s.dataTypes ) < 0 ) {
+				s.converters[ "text script" ] = function() {};
+			}
+
+			// Convert no matter what (that way responseXXX fields are always set)
+			response = ajaxConvert( s, response, jqXHR, isSuccess );
+
+			// If successful, handle type chaining
+			if ( isSuccess ) {
+
+				// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
+				if ( s.ifModified ) {
+					modified = jqXHR.getResponseHeader( "Last-Modified" );
+					if ( modified ) {
+						jQuery.lastModified[ cacheURL ] = modified;
+					}
+					modified = jqXHR.getResponseHeader( "etag" );
+					if ( modified ) {
+						jQuery.etag[ cacheURL ] = modified;
+					}
+				}
+
+				// if no content
+				if ( status === 204 || s.type === "HEAD" ) {
+					statusText = "nocontent";
+
+				// if not modified
+				} else if ( status === 304 ) {
+					statusText = "notmodified";
+
+				// If we have data, let's convert it
+				} else {
+					statusText = response.state;
+					success = response.data;
+					error = response.error;
+					isSuccess = !error;
+				}
+			} else {
+
+				// Extract error from statusText and normalize for non-aborts
+				error = statusText;
+				if ( status || !statusText ) {
+					statusText = "error";
+					if ( status < 0 ) {
+						status = 0;
+					}
+				}
+			}
+
+			// Set data for the fake xhr object
+			jqXHR.status = status;
+			jqXHR.statusText = ( nativeStatusText || statusText ) + "";
+
+			// Success/Error
+			if ( isSuccess ) {
+				deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] );
+			} else {
+				deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] );
+			}
+
+			// Status-dependent callbacks
+			jqXHR.statusCode( statusCode );
+			statusCode = undefined;
+
+			if ( fireGlobals ) {
+				globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError",
+					[ jqXHR, s, isSuccess ? success : error ] );
+			}
+
+			// Complete
+			completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] );
+
+			if ( fireGlobals ) {
+				globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] );
+
+				// Handle the global AJAX counter
+				if ( !( --jQuery.active ) ) {
+					jQuery.event.trigger( "ajaxStop" );
+				}
+			}
+		}
+
+		return jqXHR;
+	},
+
+	getJSON: function( url, data, callback ) {
+		return jQuery.get( url, data, callback, "json" );
+	},
+
+	getScript: function( url, callback ) {
+		return jQuery.get( url, undefined, callback, "script" );
+	}
+} );
+
+jQuery.each( [ "get", "post" ], function( _i, method ) {
+	jQuery[ method ] = function( url, data, callback, type ) {
+
+		// Shift arguments if data argument was omitted
+		if ( isFunction( data ) ) {
+			type = type || callback;
+			callback = data;
+			data = undefined;
+		}
+
+		// The url can be an options object (which then must have .url)
+		return jQuery.ajax( jQuery.extend( {
+			url: url,
+			type: method,
+			dataType: type,
+			data: data,
+			success: callback
+		}, jQuery.isPlainObject( url ) && url ) );
+	};
+} );
+
+jQuery.ajaxPrefilter( function( s ) {
+	var i;
+	for ( i in s.headers ) {
+		if ( i.toLowerCase() === "content-type" ) {
+			s.contentType = s.headers[ i ] || "";
+		}
+	}
+} );
+
+
+jQuery._evalUrl = function( url, options, doc ) {
+	return jQuery.ajax( {
+		url: url,
+
+		// Make this explicit, since user can override this through ajaxSetup (#11264)
+		type: "GET",
+		dataType: "script",
+		cache: true,
+		async: false,
+		global: false,
+
+		// Only evaluate the response if it is successful (gh-4126)
+		// dataFilter is not invoked for failure responses, so using it instead
+		// of the default converter is kludgy but it works.
+		converters: {
+			"text script": function() {}
+		},
+		dataFilter: function( response ) {
+			jQuery.globalEval( response, options, doc );
+		}
+	} );
+};
+
+
+jQuery.fn.extend( {
+	wrapAll: function( html ) {
+		var wrap;
+
+		if ( this[ 0 ] ) {
+			if ( isFunction( html ) ) {
+				html = html.call( this[ 0 ] );
+			}
+
+			// The elements to wrap the target around
+			wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true );
+
+			if ( this[ 0 ].parentNode ) {
+				wrap.insertBefore( this[ 0 ] );
+			}
+
+			wrap.map( function() {
+				var elem = this;
+
+				while ( elem.firstElementChild ) {
+					elem = elem.firstElementChild;
+				}
+
+				return elem;
+			} ).append( this );
+		}
+
+		return this;
+	},
+
+	wrapInner: function( html ) {
+		if ( isFunction( html ) ) {
+			return this.each( function( i ) {
+				jQuery( this ).wrapInner( html.call( this, i ) );
+			} );
+		}
+
+		return this.each( function() {
+			var self = jQuery( this ),
+				contents = self.contents();
+
+			if ( contents.length ) {
+				contents.wrapAll( html );
+
+			} else {
+				self.append( html );
+			}
+		} );
+	},
+
+	wrap: function( html ) {
+		var htmlIsFunction = isFunction( html );
+
+		return this.each( function( i ) {
+			jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html );
+		} );
+	},
+
+	unwrap: function( selector ) {
+		this.parent( selector ).not( "body" ).each( function() {
+			jQuery( this ).replaceWith( this.childNodes );
+		} );
+		return this;
+	}
+} );
+
+
+jQuery.expr.pseudos.hidden = function( elem ) {
+	return !jQuery.expr.pseudos.visible( elem );
+};
+jQuery.expr.pseudos.visible = function( elem ) {
+	return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length );
+};
+
+
+
+
+jQuery.ajaxSettings.xhr = function() {
+	try {
+		return new window.XMLHttpRequest();
+	} catch ( e ) {}
+};
+
+var xhrSuccessStatus = {
+
+		// File protocol always yields status code 0, assume 200
+		0: 200,
+
+		// Support: IE <=9 only
+		// #1450: sometimes IE returns 1223 when it should be 204
+		1223: 204
+	},
+	xhrSupported = jQuery.ajaxSettings.xhr();
+
+support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported );
+support.ajax = xhrSupported = !!xhrSupported;
+
+jQuery.ajaxTransport( function( options ) {
+	var callback, errorCallback;
+
+	// Cross domain only allowed if supported through XMLHttpRequest
+	if ( support.cors || xhrSupported && !options.crossDomain ) {
+		return {
+			send: function( headers, complete ) {
+				var i,
+					xhr = options.xhr();
+
+				xhr.open(
+					options.type,
+					options.url,
+					options.async,
+					options.username,
+					options.password
+				);
+
+				// Apply custom fields if provided
+				if ( options.xhrFields ) {
+					for ( i in options.xhrFields ) {
+						xhr[ i ] = options.xhrFields[ i ];
+					}
+				}
+
+				// Override mime type if needed
+				if ( options.mimeType && xhr.overrideMimeType ) {
+					xhr.overrideMimeType( options.mimeType );
+				}
+
+				// X-Requested-With header
+				// For cross-domain requests, seeing as conditions for a preflight are
+				// akin to a jigsaw puzzle, we simply never set it to be sure.
+				// (it can always be set on a per-request basis or even using ajaxSetup)
+				// For same-domain requests, won't change header if already provided.
+				if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) {
+					headers[ "X-Requested-With" ] = "XMLHttpRequest";
+				}
+
+				// Set headers
+				for ( i in headers ) {
+					xhr.setRequestHeader( i, headers[ i ] );
+				}
+
+				// Callback
+				callback = function( type ) {
+					return function() {
+						if ( callback ) {
+							callback = errorCallback = xhr.onload =
+								xhr.onerror = xhr.onabort = xhr.ontimeout =
+									xhr.onreadystatechange = null;
+
+							if ( type === "abort" ) {
+								xhr.abort();
+							} else if ( type === "error" ) {
+
+								// Support: IE <=9 only
+								// On a manual native abort, IE9 throws
+								// errors on any property access that is not readyState
+								if ( typeof xhr.status !== "number" ) {
+									complete( 0, "error" );
+								} else {
+									complete(
+
+										// File: protocol always yields status 0; see #8605, #14207
+										xhr.status,
+										xhr.statusText
+									);
+								}
+							} else {
+								complete(
+									xhrSuccessStatus[ xhr.status ] || xhr.status,
+									xhr.statusText,
+
+									// Support: IE <=9 only
+									// IE9 has no XHR2 but throws on binary (trac-11426)
+									// For XHR2 non-text, let the caller handle it (gh-2498)
+									( xhr.responseType || "text" ) !== "text"  ||
+									typeof xhr.responseText !== "string" ?
+										{ binary: xhr.response } :
+										{ text: xhr.responseText },
+									xhr.getAllResponseHeaders()
+								);
+							}
+						}
+					};
+				};
+
+				// Listen to events
+				xhr.onload = callback();
+				errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" );
+
+				// Support: IE 9 only
+				// Use onreadystatechange to replace onabort
+				// to handle uncaught aborts
+				if ( xhr.onabort !== undefined ) {
+					xhr.onabort = errorCallback;
+				} else {
+					xhr.onreadystatechange = function() {
+
+						// Check readyState before timeout as it changes
+						if ( xhr.readyState === 4 ) {
+
+							// Allow onerror to be called first,
+							// but that will not handle a native abort
+							// Also, save errorCallback to a variable
+							// as xhr.onerror cannot be accessed
+							window.setTimeout( function() {
+								if ( callback ) {
+									errorCallback();
+								}
+							} );
+						}
+					};
+				}
+
+				// Create the abort callback
+				callback = callback( "abort" );
+
+				try {
+
+					// Do send the request (this may raise an exception)
+					xhr.send( options.hasContent && options.data || null );
+				} catch ( e ) {
+
+					// #14683: Only rethrow if this hasn't been notified as an error yet
+					if ( callback ) {
+						throw e;
+					}
+				}
+			},
+
+			abort: function() {
+				if ( callback ) {
+					callback();
+				}
+			}
+		};
+	}
+} );
+
+
+
+
+// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432)
+jQuery.ajaxPrefilter( function( s ) {
+	if ( s.crossDomain ) {
+		s.contents.script = false;
+	}
+} );
+
+// Install script dataType
+jQuery.ajaxSetup( {
+	accepts: {
+		script: "text/javascript, application/javascript, " +
+			"application/ecmascript, application/x-ecmascript"
+	},
+	contents: {
+		script: /\b(?:java|ecma)script\b/
+	},
+	converters: {
+		"text script": function( text ) {
+			jQuery.globalEval( text );
+			return text;
+		}
+	}
+} );
+
+// Handle cache's special case and crossDomain
+jQuery.ajaxPrefilter( "script", function( s ) {
+	if ( s.cache === undefined ) {
+		s.cache = false;
+	}
+	if ( s.crossDomain ) {
+		s.type = "GET";
+	}
+} );
+
+// Bind script tag hack transport
+jQuery.ajaxTransport( "script", function( s ) {
+
+	// This transport only deals with cross domain or forced-by-attrs requests
+	if ( s.crossDomain || s.scriptAttrs ) {
+		var script, callback;
+		return {
+			send: function( _, complete ) {
+				script = jQuery( "<script>" )
+					.attr( s.scriptAttrs || {} )
+					.prop( { charset: s.scriptCharset, src: s.url } )
+					.on( "load error", callback = function( evt ) {
+						script.remove();
+						callback = null;
+						if ( evt ) {
+							complete( evt.type === "error" ? 404 : 200, evt.type );
+						}
+					} );
+
+				// Use native DOM manipulation to avoid our domManip AJAX trickery
+				document.head.appendChild( script[ 0 ] );
+			},
+			abort: function() {
+				if ( callback ) {
+					callback();
+				}
+			}
+		};
+	}
+} );
+
+
+
+
+var oldCallbacks = [],
+	rjsonp = /(=)\?(?=&|$)|\?\?/;
+
+// Default jsonp settings
+jQuery.ajaxSetup( {
+	jsonp: "callback",
+	jsonpCallback: function() {
+		var callback = oldCallbacks.pop() || ( jQuery.expando + "_" + ( nonce.guid++ ) );
+		this[ callback ] = true;
+		return callback;
+	}
+} );
+
+// Detect, normalize options and install callbacks for jsonp requests
+jQuery.ajaxPrefilter( "json jsonp", function( s, originalSettings, jqXHR ) {
+
+	var callbackName, overwritten, responseContainer,
+		jsonProp = s.jsonp !== false && ( rjsonp.test( s.url ) ?
+			"url" :
+			typeof s.data === "string" &&
+				( s.contentType || "" )
+					.indexOf( "application/x-www-form-urlencoded" ) === 0 &&
+				rjsonp.test( s.data ) && "data"
+		);
+
+	// Handle iff the expected data type is "jsonp" or we have a parameter to set
+	if ( jsonProp || s.dataTypes[ 0 ] === "jsonp" ) {
+
+		// Get callback name, remembering preexisting value associated with it
+		callbackName = s.jsonpCallback = isFunction( s.jsonpCallback ) ?
+			s.jsonpCallback() :
+			s.jsonpCallback;
+
+		// Insert callback into url or form data
+		if ( jsonProp ) {
+			s[ jsonProp ] = s[ jsonProp ].replace( rjsonp, "$1" + callbackName );
+		} else if ( s.jsonp !== false ) {
+			s.url += ( rquery.test( s.url ) ? "&" : "?" ) + s.jsonp + "=" + callbackName;
+		}
+
+		// Use data converter to retrieve json after script execution
+		s.converters[ "script json" ] = function() {
+			if ( !responseContainer ) {
+				jQuery.error( callbackName + " was not called" );
+			}
+			return responseContainer[ 0 ];
+		};
+
+		// Force json dataType
+		s.dataTypes[ 0 ] = "json";
+
+		// Install callback
+		overwritten = window[ callbackName ];
+		window[ callbackName ] = function() {
+			responseContainer = arguments;
+		};
+
+		// Clean-up function (fires after converters)
+		jqXHR.always( function() {
+
+			// If previous value didn't exist - remove it
+			if ( overwritten === undefined ) {
+				jQuery( window ).removeProp( callbackName );
+
+			// Otherwise restore preexisting value
+			} else {
+				window[ callbackName ] = overwritten;
+			}
+
+			// Save back as free
+			if ( s[ callbackName ] ) {
+
+				// Make sure that re-using the options doesn't screw things around
+				s.jsonpCallback = originalSettings.jsonpCallback;
+
+				// Save the callback name for future use
+				oldCallbacks.push( callbackName );
+			}
+
+			// Call if it was a function and we have a response
+			if ( responseContainer && isFunction( overwritten ) ) {
+				overwritten( responseContainer[ 0 ] );
+			}
+
+			responseContainer = overwritten = undefined;
+		} );
+
+		// Delegate to script
+		return "script";
+	}
+} );
+
+
+
+
+// Support: Safari 8 only
+// In Safari 8 documents created via document.implementation.createHTMLDocument
+// collapse sibling forms: the second one becomes a child of the first one.
+// Because of that, this security measure has to be disabled in Safari 8.
+// https://bugs.webkit.org/show_bug.cgi?id=137337
+support.createHTMLDocument = ( function() {
+	var body = document.implementation.createHTMLDocument( "" ).body;
+	body.innerHTML = "<form></form><form></form>";
+	return body.childNodes.length === 2;
+} )();
+
+
+// Argument "data" should be string of html
+// context (optional): If specified, the fragment will be created in this context,
+// defaults to document
+// keepScripts (optional): If true, will include scripts passed in the html string
+jQuery.parseHTML = function( data, context, keepScripts ) {
+	if ( typeof data !== "string" ) {
+		return [];
+	}
+	if ( typeof context === "boolean" ) {
+		keepScripts = context;
+		context = false;
+	}
+
+	var base, parsed, scripts;
+
+	if ( !context ) {
+
+		// Stop scripts or inline event handlers from being executed immediately
+		// by using document.implementation
+		if ( support.createHTMLDocument ) {
+			context = document.implementation.createHTMLDocument( "" );
+
+			// Set the base href for the created document
+			// so any parsed elements with URLs
+			// are based on the document's URL (gh-2965)
+			base = context.createElement( "base" );
+			base.href = document.location.href;
+			context.head.appendChild( base );
+		} else {
+			context = document;
+		}
+	}
+
+	parsed = rsingleTag.exec( data );
+	scripts = !keepScripts && [];
+
+	// Single tag
+	if ( parsed ) {
+		return [ context.createElement( parsed[ 1 ] ) ];
+	}
+
+	parsed = buildFragment( [ data ], context, scripts );
+
+	if ( scripts && scripts.length ) {
+		jQuery( scripts ).remove();
+	}
+
+	return jQuery.merge( [], parsed.childNodes );
+};
+
+
+/**
+ * Load a url into a page
+ */
+jQuery.fn.load = function( url, params, callback ) {
+	var selector, type, response,
+		self = this,
+		off = url.indexOf( " " );
+
+	if ( off > -1 ) {
+		selector = stripAndCollapse( url.slice( off ) );
+		url = url.slice( 0, off );
+	}
+
+	// If it's a function
+	if ( isFunction( params ) ) {
+
+		// We assume that it's the callback
+		callback = params;
+		params = undefined;
+
+	// Otherwise, build a param string
+	} else if ( params && typeof params === "object" ) {
+		type = "POST";
+	}
+
+	// If we have elements to modify, make the request
+	if ( self.length > 0 ) {
+		jQuery.ajax( {
+			url: url,
+
+			// If "type" variable is undefined, then "GET" method will be used.
+			// Make value of this field explicit since
+			// user can override it through ajaxSetup method
+			type: type || "GET",
+			dataType: "html",
+			data: params
+		} ).done( function( responseText ) {
+
+			// Save response for use in complete callback
+			response = arguments;
+
+			self.html( selector ?
+
+				// If a selector was specified, locate the right elements in a dummy div
+				// Exclude scripts to avoid IE 'Permission Denied' errors
+				jQuery( "<div>" ).append( jQuery.parseHTML( responseText ) ).find( selector ) :
+
+				// Otherwise use the full result
+				responseText );
+
+		// If the request succeeds, this function gets "data", "status", "jqXHR"
+		// but they are ignored because response was set above.
+		// If it fails, this function gets "jqXHR", "status", "error"
+		} ).always( callback && function( jqXHR, status ) {
+			self.each( function() {
+				callback.apply( this, response || [ jqXHR.responseText, status, jqXHR ] );
+			} );
+		} );
+	}
+
+	return this;
+};
+
+
+
+
+jQuery.expr.pseudos.animated = function( elem ) {
+	return jQuery.grep( jQuery.timers, function( fn ) {
+		return elem === fn.elem;
+	} ).length;
+};
+
+
+
+
+jQuery.offset = {
+	setOffset: function( elem, options, i ) {
+		var curPosition, curLeft, curCSSTop, curTop, curOffset, curCSSLeft, calculatePosition,
+			position = jQuery.css( elem, "position" ),
+			curElem = jQuery( elem ),
+			props = {};
+
+		// Set position first, in-case top/left are set even on static elem
+		if ( position === "static" ) {
+			elem.style.position = "relative";
+		}
+
+		curOffset = curElem.offset();
+		curCSSTop = jQuery.css( elem, "top" );
+		curCSSLeft = jQuery.css( elem, "left" );
+		calculatePosition = ( position === "absolute" || position === "fixed" ) &&
+			( curCSSTop + curCSSLeft ).indexOf( "auto" ) > -1;
+
+		// Need to be able to calculate position if either
+		// top or left is auto and position is either absolute or fixed
+		if ( calculatePosition ) {
+			curPosition = curElem.position();
+			curTop = curPosition.top;
+			curLeft = curPosition.left;
+
+		} else {
+			curTop = parseFloat( curCSSTop ) || 0;
+			curLeft = parseFloat( curCSSLeft ) || 0;
+		}
+
+		if ( isFunction( options ) ) {
+
+			// Use jQuery.extend here to allow modification of coordinates argument (gh-1848)
+			options = options.call( elem, i, jQuery.extend( {}, curOffset ) );
+		}
+
+		if ( options.top != null ) {
+			props.top = ( options.top - curOffset.top ) + curTop;
+		}
+		if ( options.left != null ) {
+			props.left = ( options.left - curOffset.left ) + curLeft;
+		}
+
+		if ( "using" in options ) {
+			options.using.call( elem, props );
+
+		} else {
+			curElem.css( props );
+		}
+	}
+};
+
+jQuery.fn.extend( {
+
+	// offset() relates an element's border box to the document origin
+	offset: function( options ) {
+
+		// Preserve chaining for setter
+		if ( arguments.length ) {
+			return options === undefined ?
+				this :
+				this.each( function( i ) {
+					jQuery.offset.setOffset( this, options, i );
+				} );
+		}
+
+		var rect, win,
+			elem = this[ 0 ];
+
+		if ( !elem ) {
+			return;
+		}
+
+		// Return zeros for disconnected and hidden (display: none) elements (gh-2310)
+		// Support: IE <=11 only
+		// Running getBoundingClientRect on a
+		// disconnected node in IE throws an error
+		if ( !elem.getClientRects().length ) {
+			return { top: 0, left: 0 };
+		}
+
+		// Get document-relative position by adding viewport scroll to viewport-relative gBCR
+		rect = elem.getBoundingClientRect();
+		win = elem.ownerDocument.defaultView;
+		return {
+			top: rect.top + win.pageYOffset,
+			left: rect.left + win.pageXOffset
+		};
+	},
+
+	// position() relates an element's margin box to its offset parent's padding box
+	// This corresponds to the behavior of CSS absolute positioning
+	position: function() {
+		if ( !this[ 0 ] ) {
+			return;
+		}
+
+		var offsetParent, offset, doc,
+			elem = this[ 0 ],
+			parentOffset = { top: 0, left: 0 };
+
+		// position:fixed elements are offset from the viewport, which itself always has zero offset
+		if ( jQuery.css( elem, "position" ) === "fixed" ) {
+
+			// Assume position:fixed implies availability of getBoundingClientRect
+			offset = elem.getBoundingClientRect();
+
+		} else {
+			offset = this.offset();
+
+			// Account for the *real* offset parent, which can be the document or its root element
+			// when a statically positioned element is identified
+			doc = elem.ownerDocument;
+			offsetParent = elem.offsetParent || doc.documentElement;
+			while ( offsetParent &&
+				( offsetParent === doc.body || offsetParent === doc.documentElement ) &&
+				jQuery.css( offsetParent, "position" ) === "static" ) {
+
+				offsetParent = offsetParent.parentNode;
+			}
+			if ( offsetParent && offsetParent !== elem && offsetParent.nodeType === 1 ) {
+
+				// Incorporate borders into its offset, since they are outside its content origin
+				parentOffset = jQuery( offsetParent ).offset();
+				parentOffset.top += jQuery.css( offsetParent, "borderTopWidth", true );
+				parentOffset.left += jQuery.css( offsetParent, "borderLeftWidth", true );
+			}
+		}
+
+		// Subtract parent offsets and element margins
+		return {
+			top: offset.top - parentOffset.top - jQuery.css( elem, "marginTop", true ),
+			left: offset.left - parentOffset.left - jQuery.css( elem, "marginLeft", true )
+		};
+	},
+
+	// This method will return documentElement in the following cases:
+	// 1) For the element inside the iframe without offsetParent, this method will return
+	//    documentElement of the parent window
+	// 2) For the hidden or detached element
+	// 3) For body or html element, i.e. in case of the html node - it will return itself
+	//
+	// but those exceptions were never presented as a real life use-cases
+	// and might be considered as more preferable results.
+	//
+	// This logic, however, is not guaranteed and can change at any point in the future
+	offsetParent: function() {
+		return this.map( function() {
+			var offsetParent = this.offsetParent;
+
+			while ( offsetParent && jQuery.css( offsetParent, "position" ) === "static" ) {
+				offsetParent = offsetParent.offsetParent;
+			}
+
+			return offsetParent || documentElement;
+		} );
+	}
+} );
+
+// Create scrollLeft and scrollTop methods
+jQuery.each( { scrollLeft: "pageXOffset", scrollTop: "pageYOffset" }, function( method, prop ) {
+	var top = "pageYOffset" === prop;
+
+	jQuery.fn[ method ] = function( val ) {
+		return access( this, function( elem, method, val ) {
+
+			// Coalesce documents and windows
+			var win;
+			if ( isWindow( elem ) ) {
+				win = elem;
+			} else if ( elem.nodeType === 9 ) {
+				win = elem.defaultView;
+			}
+
+			if ( val === undefined ) {
+				return win ? win[ prop ] : elem[ method ];
+			}
+
+			if ( win ) {
+				win.scrollTo(
+					!top ? val : win.pageXOffset,
+					top ? val : win.pageYOffset
+				);
+
+			} else {
+				elem[ method ] = val;
+			}
+		}, method, val, arguments.length );
+	};
+} );
+
+// Support: Safari <=7 - 9.1, Chrome <=37 - 49
+// Add the top/left cssHooks using jQuery.fn.position
+// Webkit bug: https://bugs.webkit.org/show_bug.cgi?id=29084
+// Blink bug: https://bugs.chromium.org/p/chromium/issues/detail?id=589347
+// getComputedStyle returns percent when specified for top/left/bottom/right;
+// rather than make the css module depend on the offset module, just check for it here
+jQuery.each( [ "top", "left" ], function( _i, prop ) {
+	jQuery.cssHooks[ prop ] = addGetHookIf( support.pixelPosition,
+		function( elem, computed ) {
+			if ( computed ) {
+				computed = curCSS( elem, prop );
+
+				// If curCSS returns percentage, fallback to offset
+				return rnumnonpx.test( computed ) ?
+					jQuery( elem ).position()[ prop ] + "px" :
+					computed;
+			}
+		}
+	);
+} );
+
+
+// Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods
+jQuery.each( { Height: "height", Width: "width" }, function( name, type ) {
+	jQuery.each( {
+		padding: "inner" + name,
+		content: type,
+		"": "outer" + name
+	}, function( defaultExtra, funcName ) {
+
+		// Margin is only for outerHeight, outerWidth
+		jQuery.fn[ funcName ] = function( margin, value ) {
+			var chainable = arguments.length && ( defaultExtra || typeof margin !== "boolean" ),
+				extra = defaultExtra || ( margin === true || value === true ? "margin" : "border" );
+
+			return access( this, function( elem, type, value ) {
+				var doc;
+
+				if ( isWindow( elem ) ) {
+
+					// $( window ).outerWidth/Height return w/h including scrollbars (gh-1729)
+					return funcName.indexOf( "outer" ) === 0 ?
+						elem[ "inner" + name ] :
+						elem.document.documentElement[ "client" + name ];
+				}
+
+				// Get document width or height
+				if ( elem.nodeType === 9 ) {
+					doc = elem.documentElement;
+
+					// Either scroll[Width/Height] or offset[Width/Height] or client[Width/Height],
+					// whichever is greatest
+					return Math.max(
+						elem.body[ "scroll" + name ], doc[ "scroll" + name ],
+						elem.body[ "offset" + name ], doc[ "offset" + name ],
+						doc[ "client" + name ]
+					);
+				}
+
+				return value === undefined ?
+
+					// Get width or height on the element, requesting but not forcing parseFloat
+					jQuery.css( elem, type, extra ) :
+
+					// Set width or height on the element
+					jQuery.style( elem, type, value, extra );
+			}, type, chainable ? margin : undefined, chainable );
+		};
+	} );
+} );
+
+
+jQuery.each( [
+	"ajaxStart",
+	"ajaxStop",
+	"ajaxComplete",
+	"ajaxError",
+	"ajaxSuccess",
+	"ajaxSend"
+], function( _i, type ) {
+	jQuery.fn[ type ] = function( fn ) {
+		return this.on( type, fn );
+	};
+} );
+
+
+
+
+jQuery.fn.extend( {
+
+	bind: function( types, data, fn ) {
+		return this.on( types, null, data, fn );
+	},
+	unbind: function( types, fn ) {
+		return this.off( types, null, fn );
+	},
+
+	delegate: function( selector, types, data, fn ) {
+		return this.on( types, selector, data, fn );
+	},
+	undelegate: function( selector, types, fn ) {
+
+		// ( namespace ) or ( selector, types [, fn] )
+		return arguments.length === 1 ?
+			this.off( selector, "**" ) :
+			this.off( types, selector || "**", fn );
+	},
+
+	hover: function( fnOver, fnOut ) {
+		return this.mouseenter( fnOver ).mouseleave( fnOut || fnOver );
+	}
+} );
+
+jQuery.each(
+	( "blur focus focusin focusout resize scroll click dblclick " +
+	"mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " +
+	"change select submit keydown keypress keyup contextmenu" ).split( " " ),
+	function( _i, name ) {
+
+		// Handle event binding
+		jQuery.fn[ name ] = function( data, fn ) {
+			return arguments.length > 0 ?
+				this.on( name, null, data, fn ) :
+				this.trigger( name );
+		};
+	}
+);
+
+
+
+
+// Support: Android <=4.0 only
+// Make sure we trim BOM and NBSP
+var rtrim = /^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;
+
+// Bind a function to a context, optionally partially applying any
+// arguments.
+// jQuery.proxy is deprecated to promote standards (specifically Function#bind)
+// However, it is not slated for removal any time soon
+jQuery.proxy = function( fn, context ) {
+	var tmp, args, proxy;
+
+	if ( typeof context === "string" ) {
+		tmp = fn[ context ];
+		context = fn;
+		fn = tmp;
+	}
+
+	// Quick check to determine if target is callable, in the spec
+	// this throws a TypeError, but we will just return undefined.
+	if ( !isFunction( fn ) ) {
+		return undefined;
+	}
+
+	// Simulated bind
+	args = slice.call( arguments, 2 );
+	proxy = function() {
+		return fn.apply( context || this, args.concat( slice.call( arguments ) ) );
+	};
+
+	// Set the guid of unique handler to the same of original handler, so it can be removed
+	proxy.guid = fn.guid = fn.guid || jQuery.guid++;
+
+	return proxy;
+};
+
+jQuery.holdReady = function( hold ) {
+	if ( hold ) {
+		jQuery.readyWait++;
+	} else {
+		jQuery.ready( true );
+	}
+};
+jQuery.isArray = Array.isArray;
+jQuery.parseJSON = JSON.parse;
+jQuery.nodeName = nodeName;
+jQuery.isFunction = isFunction;
+jQuery.isWindow = isWindow;
+jQuery.camelCase = camelCase;
+jQuery.type = toType;
+
+jQuery.now = Date.now;
+
+jQuery.isNumeric = function( obj ) {
+
+	// As of jQuery 3.0, isNumeric is limited to
+	// strings and numbers (primitives or objects)
+	// that can be coerced to finite numbers (gh-2662)
+	var type = jQuery.type( obj );
+	return ( type === "number" || type === "string" ) &&
+
+		// parseFloat NaNs numeric-cast false positives ("")
+		// ...but misinterprets leading-number strings, particularly hex literals ("0x...")
+		// subtraction forces infinities to NaN
+		!isNaN( obj - parseFloat( obj ) );
+};
+
+jQuery.trim = function( text ) {
+	return text == null ?
+		"" :
+		( text + "" ).replace( rtrim, "" );
+};
+
+
+
+// Register as a named AMD module, since jQuery can be concatenated with other
+// files that may use define, but not via a proper concatenation script that
+// understands anonymous AMD modules. A named AMD is safest and most robust
+// way to register. Lowercase jquery is used because AMD module names are
+// derived from file names, and jQuery is normally delivered in a lowercase
+// file name. Do this after creating the global so that if an AMD module wants
+// to call noConflict to hide this version of jQuery, it will work.
+
+// Note that for maximum portability, libraries that are not jQuery should
+// declare themselves as anonymous modules, and avoid setting a global if an
+// AMD loader is present. jQuery is a special case. For more information, see
+// https://github.com/jrburke/requirejs/wiki/Updating-existing-libraries#wiki-anon
+
+if ( typeof define === "function" && define.amd ) {
+	define( "jquery", [], function() {
+		return jQuery;
+	} );
+}
+
+
+
+
+var
+
+	// Map over jQuery in case of overwrite
+	_jQuery = window.jQuery,
+
+	// Map over the $ in case of overwrite
+	_$ = window.$;
+
+jQuery.noConflict = function( deep ) {
+	if ( window.$ === jQuery ) {
+		window.$ = _$;
+	}
+
+	if ( deep && window.jQuery === jQuery ) {
+		window.jQuery = _jQuery;
+	}
+
+	return jQuery;
+};
+
+// Expose jQuery and $ identifiers, even in AMD
+// (#7102#comment:10, https://github.com/jquery/jquery/pull/557)
+// and CommonJS for browser emulators (#13566)
+if ( typeof noGlobal === "undefined" ) {
+	window.jQuery = window.$ = jQuery;
+}
+
+
+
+
+return jQuery;
+} );
diff --git a/docs/deps/jquery-3.6.0/jquery-3.6.0.min.js b/docs/deps/jquery-3.6.0/jquery-3.6.0.min.js
new file mode 100644
index 00000000..c4c6022f
--- /dev/null
+++ b/docs/deps/jquery-3.6.0/jquery-3.6.0.min.js
@@ -0,0 +1,2 @@
+/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
+!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType&&"function"!=typeof e.item},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof 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n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement("input"),nt=E.createElement("select").appendChild(E.createElement("option")),tt.type="checkbox",y.checkOn=""!==tt.value,y.optSelected=nt.selected,(tt=E.createElement("input")).value="t",tt.type="radio",y.radioValue="t"===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var 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\ No newline at end of file
diff --git a/docs/extra.css b/docs/extra.css
new file mode 100644
index 00000000..71293abd
--- /dev/null
+++ b/docs/extra.css
@@ -0,0 +1,14 @@
+/* Language label for code chunks */
+.codelabel {
+    border: 2px solid #DFD4EC;
+    background-color: #fefefe;
+    z-index: 100;
+    position: absolute;
+    font-size: 80%;
+    font-weight: bold;
+    padding: 1px;
+    display: inline-block;
+}
+.codelabelspacer {
+    height: 8px;
+}
\ No newline at end of file
diff --git a/docs/extra.js b/docs/extra.js
new file mode 100644
index 00000000..f0f07e9f
--- /dev/null
+++ b/docs/extra.js
@@ -0,0 +1,10 @@
+// add to extra.js
+function addLang( jQuery ) {
+    $("div.sourceCode").each(function(i, v){
+        var lang = $(this).children("pre").attr("class").split(' ').pop()
+        var Lang = lang[0].toUpperCase() + lang.slice(1)
+        $(this).before('<div class="codelabel ' + lang + '">' + Lang + ' code</div>' +
+                        '<div class="codelabelspacer"></div>')
+    })
+}
+$( document ).ready(addLang)
\ No newline at end of file
diff --git a/docs/favicon-16x16.png b/docs/favicon-16x16.png
new file mode 100644
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GIT binary patch
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diff --git a/docs/pkgdown.js b/docs/pkgdown.js
new file mode 100644
index 00000000..5fccd9c0
--- /dev/null
+++ b/docs/pkgdown.js
@@ -0,0 +1,156 @@
+/* http://gregfranko.com/blog/jquery-best-practices/ */
+(function($) {
+  $(function() {
+
+    $('nav.navbar').headroom();
+
+    Toc.init({
+      $nav: $("#toc"),
+      $scope: $("main h2, main h3, main h4, main h5, main h6")
+    });
+
+    if ($('#toc').length) {
+      $('body').scrollspy({
+        target: '#toc',
+        offset: $("nav.navbar").outerHeight() + 1
+      });
+    }
+
+    // Activate popovers
+    $('[data-bs-toggle="popover"]').popover({
+      container: 'body',
+      html: true,
+      trigger: 'focus',
+      placement: "top",
+      sanitize: false,
+    });
+
+    $('[data-bs-toggle="tooltip"]').tooltip();
+
+  /* Clipboard --------------------------*/
+
+  function changeTooltipMessage(element, msg) {
+    var tooltipOriginalTitle=element.getAttribute('data-original-title');
+    element.setAttribute('data-original-title', msg);
+    $(element).tooltip('show');
+    element.setAttribute('data-original-title', tooltipOriginalTitle);
+  }
+
+  if(ClipboardJS.isSupported()) {
+    $(document).ready(function() {
+      var copyButton = "<button type='button' class='btn btn-primary btn-copy-ex' title='Copy to clipboard' aria-label='Copy to clipboard' data-toggle='tooltip' data-placement='left' data-trigger='hover' data-clipboard-copy><i class='fa fa-copy'></i></button>";
+
+      $("div.sourceCode").addClass("hasCopyButton");
+
+      // Insert copy buttons:
+      $(copyButton).prependTo(".hasCopyButton");
+
+      // Initialize tooltips:
+      $('.btn-copy-ex').tooltip({container: 'body'});
+
+      // Initialize clipboard:
+      var clipboard = new ClipboardJS('[data-clipboard-copy]', {
+        text: function(trigger) {
+          return trigger.parentNode.textContent.replace(/\n#>[^\n]*/g, "");
+        }
+      });
+
+      clipboard.on('success', function(e) {
+        changeTooltipMessage(e.trigger, 'Copied!');
+        e.clearSelection();
+      });
+
+      clipboard.on('error', function() {
+        changeTooltipMessage(e.trigger,'Press Ctrl+C or Command+C to copy');
+      });
+
+    });
+  }
+
+    /* Search marking --------------------------*/
+    var url = new URL(window.location.href);
+    var toMark = url.searchParams.get("q");
+    var mark = new Mark("main#main");
+    if (toMark) {
+      mark.mark(toMark, {
+        accuracy: {
+          value: "complementary",
+          limiters: [",", ".", ":", "/"],
+        }
+      });
+    }
+
+  /* Search --------------------------*/
+  /* Adapted from https://github.com/rstudio/bookdown/blob/2d692ba4b61f1e466c92e78fd712b0ab08c11d31/inst/resources/bs4_book/bs4_book.js#L25 */
+    // Initialise search index on focus
+  var fuse;
+  $("#search-input").focus(async function(e) {
+    if (fuse) {
+      return;
+    }
+
+    $(e.target).addClass("loading");
+    var response = await fetch($("#search-input").data("search-index"));
+    var data = await response.json();
+
+    var options = {
+      keys: ["what", "text", "code"],
+      ignoreLocation: true,
+      threshold: 0.1,
+      includeMatches: true,
+      includeScore: true,
+    };
+    fuse = new Fuse(data, options);
+
+    $(e.target).removeClass("loading");
+  });
+
+  // Use algolia autocomplete
+  var options = {
+    autoselect: true,
+    debug: true,
+    hint: false,
+    minLength: 2,
+  };
+  var q;
+async function searchFuse(query, callback) {
+  await fuse;
+
+  var items;
+  if (!fuse) {
+    items = [];
+  } else {
+    q = query;
+    var results = fuse.search(query, { limit: 20 });
+    items = results
+      .filter((x) => x.score <= 0.75)
+      .map((x) => x.item);
+    if (items.length === 0) {
+      items = [{dir:"Sorry 😿",previous_headings:"",title:"No results found.",what:"No results found.",path:window.location.href}];
+    }
+  }
+  callback(items);
+}
+  $("#search-input").autocomplete(options, [
+    {
+      name: "content",
+      source: searchFuse,
+      templates: {
+        suggestion: (s) => {
+          if (s.title == s.what) {
+            return `${s.dir} >	<div class="search-details"> ${s.title}</div>`;
+          } else if (s.previous_headings == "") {
+            return `${s.dir} >	<div class="search-details"> ${s.title}</div> > ${s.what}`;
+          } else {
+            return `${s.dir} >	<div class="search-details"> ${s.title}</div> > ${s.previous_headings} > ${s.what}`;
+          }
+        },
+      },
+    },
+  ]).on('autocomplete:selected', function(event, s) {
+    window.location.href = s.path + "?q=" + q + "#" + s.id;
+  });
+  });
+})(window.jQuery || window.$)
+
+
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+    <loc>https://FertigLab.github.io/dominoSignal/reference/check_arg.html</loc>
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+    <loc>https://FertigLab.github.io/dominoSignal/reference/circos_ligand_receptor.html</loc>
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+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/convert_genes.html</loc>
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+  </url>
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+  </url>
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+    <loc>https://FertigLab.github.io/dominoSignal/reference/dom_counts.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/dom_database.html</loc>
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+  </url>
+  <url>
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+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/dom_signaling.html</loc>
+  </url>
+  <url>
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+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/dom_zscores.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/domino-class.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/feat_heatmap.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/gene_network.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/ggplot_col_gen.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/incoming_signaling_heatmap.html</loc>
+  </url>
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+    <loc>https://FertigLab.github.io/dominoSignal/reference/index.html</loc>
+  </url>
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+    <loc>https://FertigLab.github.io/dominoSignal/reference/lc.html</loc>
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+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/linkage_summary-class.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/mean_ligand_expression.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/plot_differential_linkages.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/print-domino-method.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/read_if_char.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/rename_clusters.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/show-domino-method.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/signaling_heatmap.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/signaling_network.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/summarize_linkages.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/table_convert_genes.html</loc>
+  </url>
+  <url>
+    <loc>https://FertigLab.github.io/dominoSignal/reference/test_differential_linkages.html</loc>
+  </url>
+</urlset>

From a4a09ddad028d61d31045644a8185e97835e5737 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:08:53 -0400
Subject: [PATCH 29/35] restore news

---
 news/index.html | 124 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 124 insertions(+)
 create mode 100644 news/index.html

diff --git a/news/index.html b/news/index.html
new file mode 100644
index 00000000..56a40abb
--- /dev/null
+++ b/news/index.html
@@ -0,0 +1,124 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Changelog • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Changelog"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="active nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-news">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Changelog</h1>
+      <small>Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/NEWS.md" class="external-link"><code>NEWS.md</code></a></small>
+    </div>
+
+    <div class="section level2">
+<h2 class="pkg-version" data-toc-text="0.2.2" id="domino2-v022">domino2 v0.2.2<a class="anchor" aria-label="anchor" href="#domino2-v022"></a></h2>
+<div class="section level3">
+<h3 id="linkage-functions-0-2-2">Linkage functions<a class="anchor" aria-label="anchor" href="#linkage-functions-0-2-2"></a></h3>
+<ul><li>Addition of new class to summarize linkages in objects</li>
+<li>Addition of helper functions to count linkages and compare between objects</li>
+<li>Plotting function for differential linkages</li>
+</ul></div>
+<div class="section level3">
+<h3 id="package-structure-0-2-2">Package structure<a class="anchor" aria-label="anchor" href="#package-structure-0-2-2"></a></h3>
+<ul><li>Adjustments made to meet BioConductor standards</li>
+</ul></div>
+</div>
+    <div class="section level2">
+<h2 class="pkg-version" data-toc-text="0.2.1" id="domino2-v021">domino2 v0.2.1<a class="anchor" aria-label="anchor" href="#domino2-v021"></a></h2>
+<div class="section level3">
+<h3 id="updates-to-domino-object-construction-0-2-1">Updates to domino object construction<a class="anchor" aria-label="anchor" href="#updates-to-domino-object-construction-0-2-1"></a></h3>
+<ul><li>Uniform formats for inputs of receptor-ligand interaction databases, transcription factor activity features, and regulon gene lists for operability with alternative databases and transcription factor activation inference methods</li>
+<li>Helper functions for reformatting pySCENIC outputs and CellPhoneDB database files to domino-readable uniform formats</li>
+<li>Assessment of transcription factor linkage with receptors that function as a heteromeric complex based on correlation between transcription factor activity and all receptor component genes</li>
+<li>Assessment of complex ligand expression as the mean of component gene expression for plotting functions</li>
+<li>Minimum threshold for the percentage of cells in a cluster expressing a receptor gene for the receptor to be called active within the cluster</li>
+<li>Additional linkage slots for active receptors in each cluster, transcription factor-receptor linkages for each cluster, and incoming ligands for active receptors on each cluster</li>
+</ul></div>
+<div class="section level3">
+<h3 id="plotting-functions-0-2-1">Plotting functions<a class="anchor" aria-label="anchor" href="#plotting-functions-0-2-1"></a></h3>
+<ul><li>Chord plot of ligand expression targeting a specified receptor where chord widths correspond to the quantity of ligand expression by each cell cluster</li>
+<li>Signaling networks showing only outgoing signaling from specified cell clusters</li>
+<li>Gene networks between two cell clusters</li>
+</ul></div>
+<div class="section level3">
+<h3 id="bugfixes-0-2-1">Bugfixes<a class="anchor" aria-label="anchor" href="#bugfixes-0-2-1"></a></h3>
+<ul><li>Added host option for gene ortholog conversions using <a href="https://github.com/grimbough/biomaRt" class="external-link">biomaRt</a> for access to maintained mirrors</li>
+<li>Transcription factor-target linkages are now properly stored so that receptors in a transcription factor’s regulon are excluded from linkage</li>
+<li>Ligand nodes sizes in gene networks correspond to quantity of ligand expression</li>
+<li>
+<code><a href="../reference/create_domino.html">create_domino()</a></code> can be run without providing a regulon list</li>
+<li>References to the host GitHub repository have been updated to <a href="https://github.com/Elisseeff-Lab/domino" class="external-link">Elisseeff-Lab</a>
+</li>
+</ul></div>
+</div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+

From c0305b30a383c80310154eac3389cf1f761aaf59 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:09:57 -0400
Subject: [PATCH 30/35] restore pkgdown

---
 pkgdown/extra.css                            |  14 ++++++++++++++
 pkgdown/extra.js                             |  10 ++++++++++
 pkgdown/favicon/apple-touch-icon-120x120.png | Bin 0 -> 18347 bytes
 pkgdown/favicon/apple-touch-icon-152x152.png | Bin 0 -> 25480 bytes
 pkgdown/favicon/apple-touch-icon-180x180.png | Bin 0 -> 31350 bytes
 pkgdown/favicon/apple-touch-icon-60x60.png   | Bin 0 -> 6660 bytes
 pkgdown/favicon/apple-touch-icon-76x76.png   | Bin 0 -> 9368 bytes
 pkgdown/favicon/apple-touch-icon.png         | Bin 0 -> 31350 bytes
 pkgdown/favicon/favicon-16x16.png            | Bin 0 -> 1371 bytes
 pkgdown/favicon/favicon-32x32.png            | Bin 0 -> 2706 bytes
 pkgdown/favicon/favicon.ico                  | Bin 0 -> 15086 bytes
 11 files changed, 24 insertions(+)
 create mode 100644 pkgdown/extra.css
 create mode 100644 pkgdown/extra.js
 create mode 100644 pkgdown/favicon/apple-touch-icon-120x120.png
 create mode 100644 pkgdown/favicon/apple-touch-icon-152x152.png
 create mode 100644 pkgdown/favicon/apple-touch-icon-180x180.png
 create mode 100644 pkgdown/favicon/apple-touch-icon-60x60.png
 create mode 100644 pkgdown/favicon/apple-touch-icon-76x76.png
 create mode 100644 pkgdown/favicon/apple-touch-icon.png
 create mode 100644 pkgdown/favicon/favicon-16x16.png
 create mode 100644 pkgdown/favicon/favicon-32x32.png
 create mode 100644 pkgdown/favicon/favicon.ico

diff --git a/pkgdown/extra.css b/pkgdown/extra.css
new file mode 100644
index 00000000..71293abd
--- /dev/null
+++ b/pkgdown/extra.css
@@ -0,0 +1,14 @@
+/* Language label for code chunks */
+.codelabel {
+    border: 2px solid #DFD4EC;
+    background-color: #fefefe;
+    z-index: 100;
+    position: absolute;
+    font-size: 80%;
+    font-weight: bold;
+    padding: 1px;
+    display: inline-block;
+}
+.codelabelspacer {
+    height: 8px;
+}
\ No newline at end of file
diff --git a/pkgdown/extra.js b/pkgdown/extra.js
new file mode 100644
index 00000000..f0f07e9f
--- /dev/null
+++ b/pkgdown/extra.js
@@ -0,0 +1,10 @@
+// add to extra.js
+function addLang( jQuery ) {
+    $("div.sourceCode").each(function(i, v){
+        var lang = $(this).children("pre").attr("class").split(' ').pop()
+        var Lang = lang[0].toUpperCase() + lang.slice(1)
+        $(this).before('<div class="codelabel ' + lang + '">' + Lang + ' code</div>' +
+                        '<div class="codelabelspacer"></div>')
+    })
+}
+$( document ).ready(addLang)
\ No newline at end of file
diff --git a/pkgdown/favicon/apple-touch-icon-120x120.png b/pkgdown/favicon/apple-touch-icon-120x120.png
new file mode 100644
index 0000000000000000000000000000000000000000..1cee1f60eff9431787ae62ad0111470f0289ae02
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From 55e7bc32984c3591a1e393bc503168c3cf033488 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:10:09 -0400
Subject: [PATCH 31/35] restore reference

---
 reference/Rplot001.png                     | Bin 0 -> 1011 bytes
 reference/Rplot002.png                     | Bin 0 -> 5497 bytes
 reference/Rplot003.png                     | Bin 0 -> 12484 bytes
 reference/add_rl_column.html               | 129 ++++++++
 reference/build_domino.html                | 148 +++++++++
 reference/circos_ligand_receptor-1.png     | Bin 0 -> 108379 bytes
 reference/circos_ligand_receptor-2.png     | Bin 0 -> 103378 bytes
 reference/circos_ligand_receptor.html      | 152 ++++++++++
 reference/convert_genes.html               | 123 ++++++++
 reference/cor_heatmap-1.png                | Bin 0 -> 33458 bytes
 reference/cor_heatmap-2.png                | Bin 0 -> 24533 bytes
 reference/cor_heatmap-3.png                | Bin 0 -> 43557 bytes
 reference/cor_heatmap.html                 | 160 ++++++++++
 reference/cor_scatter-1.png                | Bin 0 -> 43189 bytes
 reference/cor_scatter.html                 | 129 ++++++++
 reference/count_linkage.html               | 137 +++++++++
 reference/create_domino.html               | 246 +++++++++++++++
 reference/create_regulon_list_scenic.html  | 112 +++++++
 reference/create_rl_map_cellphonedb.html   | 156 ++++++++++
 reference/do_norm.html                     | 110 +++++++
 reference/dom_clusters.html                | 117 ++++++++
 reference/dom_correlations.html            | 112 +++++++
 reference/dom_counts.html                  | 112 +++++++
 reference/dom_database.html                | 119 ++++++++
 reference/dom_de.html                      | 112 +++++++
 reference/dom_info.html                    | 113 +++++++
 reference/dom_linkages.html                | 128 ++++++++
 reference/dom_network_items.html           | 130 ++++++++
 reference/dom_signaling.html               | 117 ++++++++
 reference/dom_tf_activation.html           | 112 +++++++
 reference/dom_zscores.html                 | 112 +++++++
 reference/domino-class.html                | 147 +++++++++
 reference/feat_heatmap-1.png               | Bin 0 -> 60839 bytes
 reference/feat_heatmap-2.png               | Bin 0 -> 58655 bytes
 reference/feat_heatmap.html                | 175 +++++++++++
 reference/figures/logo.svg                 |   1 +
 reference/gene_network-1.png               | Bin 0 -> 28769 bytes
 reference/gene_network.html                | 162 ++++++++++
 reference/ggplot_col_gen.html              | 106 +++++++
 reference/incoming_signaling_heatmap-1.png | Bin 0 -> 50917 bytes
 reference/incoming_signaling_heatmap.html  | 171 +++++++++++
 reference/index.html                       | 332 +++++++++++++++++++++
 reference/lc.html                          | 110 +++++++
 reference/linkage_summary-class.html       | 121 ++++++++
 reference/mean_ligand_expression.html      | 134 +++++++++
 reference/plot_differential_linkages.html  | 140 +++++++++
 reference/print-domino-method.html         | 115 +++++++
 reference/rename_clusters.html             | 136 +++++++++
 reference/show-domino-method.html          | 119 ++++++++
 reference/signaling_heatmap-1.png          | Bin 0 -> 40957 bytes
 reference/signaling_heatmap-2.png          | Bin 0 -> 42432 bytes
 reference/signaling_heatmap-3.png          | Bin 0 -> 38800 bytes
 reference/signaling_heatmap.html           | 155 ++++++++++
 reference/signaling_network-1.png          | Bin 0 -> 20960 bytes
 reference/signaling_network-2.png          | Bin 0 -> 15598 bytes
 reference/signaling_network.html           | 198 ++++++++++++
 reference/summarize_linkages.html          | 126 ++++++++
 reference/table_convert_genes.html         | 122 ++++++++
 reference/test_differential_linkages.html  | 152 ++++++++++
 59 files changed, 5608 insertions(+)
 create mode 100644 reference/Rplot001.png
 create mode 100644 reference/Rplot002.png
 create mode 100644 reference/Rplot003.png
 create mode 100644 reference/add_rl_column.html
 create mode 100644 reference/build_domino.html
 create mode 100644 reference/circos_ligand_receptor-1.png
 create mode 100644 reference/circos_ligand_receptor-2.png
 create mode 100644 reference/circos_ligand_receptor.html
 create mode 100644 reference/convert_genes.html
 create mode 100644 reference/cor_heatmap-1.png
 create mode 100644 reference/cor_heatmap-2.png
 create mode 100644 reference/cor_heatmap-3.png
 create mode 100644 reference/cor_heatmap.html
 create mode 100644 reference/cor_scatter-1.png
 create mode 100644 reference/cor_scatter.html
 create mode 100644 reference/count_linkage.html
 create mode 100644 reference/create_domino.html
 create mode 100644 reference/create_regulon_list_scenic.html
 create mode 100644 reference/create_rl_map_cellphonedb.html
 create mode 100644 reference/do_norm.html
 create mode 100644 reference/dom_clusters.html
 create mode 100644 reference/dom_correlations.html
 create mode 100644 reference/dom_counts.html
 create mode 100644 reference/dom_database.html
 create mode 100644 reference/dom_de.html
 create mode 100644 reference/dom_info.html
 create mode 100644 reference/dom_linkages.html
 create mode 100644 reference/dom_network_items.html
 create mode 100644 reference/dom_signaling.html
 create mode 100644 reference/dom_tf_activation.html
 create mode 100644 reference/dom_zscores.html
 create mode 100644 reference/domino-class.html
 create mode 100644 reference/feat_heatmap-1.png
 create mode 100644 reference/feat_heatmap-2.png
 create mode 100644 reference/feat_heatmap.html
 create mode 100644 reference/figures/logo.svg
 create mode 100644 reference/gene_network-1.png
 create mode 100644 reference/gene_network.html
 create mode 100644 reference/ggplot_col_gen.html
 create mode 100644 reference/incoming_signaling_heatmap-1.png
 create mode 100644 reference/incoming_signaling_heatmap.html
 create mode 100644 reference/index.html
 create mode 100644 reference/lc.html
 create mode 100644 reference/linkage_summary-class.html
 create mode 100644 reference/mean_ligand_expression.html
 create mode 100644 reference/plot_differential_linkages.html
 create mode 100644 reference/print-domino-method.html
 create mode 100644 reference/rename_clusters.html
 create mode 100644 reference/show-domino-method.html
 create mode 100644 reference/signaling_heatmap-1.png
 create mode 100644 reference/signaling_heatmap-2.png
 create mode 100644 reference/signaling_heatmap-3.png
 create mode 100644 reference/signaling_heatmap.html
 create mode 100644 reference/signaling_network-1.png
 create mode 100644 reference/signaling_network-2.png
 create mode 100644 reference/signaling_network.html
 create mode 100644 reference/summarize_linkages.html
 create mode 100644 reference/table_convert_genes.html
 create mode 100644 reference/test_differential_linkages.html

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diff --git a/reference/add_rl_column.html b/reference/add_rl_column.html
new file mode 100644
index 00000000..31761b3d
--- /dev/null
+++ b/reference/add_rl_column.html
@@ -0,0 +1,129 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function adds a column to the internal rl 'map' used to map all
+receptor and receptor complexes to all ligand and ligand complexes."><title>Adds a column to the RL signaling data frame. — add_rl_column • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Adds a column to the RL signaling data frame. — add_rl_column"><meta property="og:description" content="This function adds a column to the internal rl 'map' used to map all
+receptor and receptor complexes to all ligand and ligand complexes."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Adds a column to the RL signaling data frame.</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
+      <div class="d-none name"><code>add_rl_column.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>This function adds a column to the internal rl 'map' used to map all
+receptor and receptor complexes to all ligand and ligand complexes.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">add_rl_column</span><span class="op">(</span><span class="va">map</span>, <span class="va">map_ref</span>, <span class="va">conv</span>, <span class="va">new_name</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>map</dt>
+<dd><p>RL signaling data frame.</p></dd>
+
+
+<dt>map_ref</dt>
+<dd><p>Name of column to match new data to</p></dd>
+
+
+<dt>conv</dt>
+<dd><p>Data frame matching current data in map to new data.</p></dd>
+
+
+<dt>new_name</dt>
+<dd><p>Name of new column to be created in RL map</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>An updated RL signaling data frame</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">lr_name</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="st">"abbrev"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"L"</span>, <span class="st">"R"</span><span class="op">)</span>, <span class="st">"full"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"Ligand"</span>, <span class="st">"Receptor"</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">rl_map_expanded</span> <span class="op">&lt;-</span> <span class="fu">add_rl_column</span><span class="op">(</span>map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, map_ref <span class="op">=</span> <span class="st">"type_A"</span>,</span></span>
+<span class="r-in"><span> conv <span class="op">=</span> <span class="va">lr_name</span>, new_name <span class="op">=</span> <span class="st">"type_A_full"</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/build_domino.html b/reference/build_domino.html
new file mode 100644
index 00000000..07942e8f
--- /dev/null
+++ b/reference/build_domino.html
@@ -0,0 +1,148 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function calculates a signaling network. It requires a domino object
+preprocessed from create_domino and returns a domino object prepared for
+plotting with the various plotting functions in this package."><title>Calculate a signaling network for a domino object — build_domino • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate a signaling network for a domino object — build_domino"><meta property="og:description" content="This function calculates a signaling network. It requires a domino object
+preprocessed from create_domino and returns a domino object prepared for
+plotting with the various plotting functions in this package."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Calculate a signaling network for a domino object</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/processing_fxns.R" class="external-link"><code>R/processing_fxns.R</code></a></small>
+      <div class="d-none name"><code>build_domino.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>This function calculates a signaling network. It requires a domino object
+preprocessed from create_domino and returns a domino object prepared for
+plotting with the various plotting functions in this package.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">build_domino</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  max_tf_per_clust <span class="op">=</span> <span class="fl">5</span>,</span>
+<span>  min_tf_pval <span class="op">=</span> <span class="fl">0.01</span>,</span>
+<span>  max_rec_per_tf <span class="op">=</span> <span class="fl">5</span>,</span>
+<span>  rec_tf_cor_threshold <span class="op">=</span> <span class="fl">0.15</span>,</span>
+<span>  min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object from create_domino.</p></dd>
+
+
+<dt>max_tf_per_clust</dt>
+<dd><p>Maximum number of transcription factors called active in a cluster.</p></dd>
+
+
+<dt>min_tf_pval</dt>
+<dd><p>Minimum p-value from differential feature score test to call a transcription factor active in a cluster.</p></dd>
+
+
+<dt>max_rec_per_tf</dt>
+<dd><p>Maximum number of receptors to link to each transcription factor.</p></dd>
+
+
+<dt>rec_tf_cor_threshold</dt>
+<dd><p>Minimum pearson correlation used to consider a receptor linked with a transcription factor. Increasing this will decrease the number of receptors linked to each transcription factor.</p></dd>
+
+
+<dt>min_rec_percentage</dt>
+<dd><p>Minimum percentage of cells in cluster expressing a receptor for the receptor to be linked to trancription factors in that cluster.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A domino object with a signaling network built</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">pbmc_dom_tiny_built</span> <span class="op">&lt;-</span> <span class="fu">build_domino</span><span class="op">(</span></span></span>
+<span class="r-in"><span> dom <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_tiny</span>, min_tf_pval <span class="op">=</span> <span class="fl">.001</span>, max_tf_per_clust <span class="op">=</span> <span class="fl">25</span>,</span></span>
+<span class="r-in"><span> max_rec_per_tf <span class="op">=</span> <span class="fl">25</span>, rec_tf_cor_threshold <span class="op">=</span> <span class="fl">.25</span>, min_rec_percentage <span class="op">=</span> <span class="fl">0.1</span></span></span>
+<span class="r-in"><span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
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diff --git a/reference/circos_ligand_receptor.html b/reference/circos_ligand_receptor.html
new file mode 100644
index 00000000..3a33ea48
--- /dev/null
+++ b/reference/circos_ligand_receptor.html
@@ -0,0 +1,152 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a chord plot of expression of ligands that can activate a specified
+receptor where chord widths correspond to mean ligand expression by the cluster."><title>Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot expression of a receptor's ligands by other cell types as a chord plot — circos_ligand_receptor"><meta property="og:description" content="Creates a chord plot of expression of ligands that can activate a specified
+receptor where chord widths correspond to mean ligand expression by the cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Plot expression of a receptor's ligands by other cell types as a chord plot</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>circos_ligand_receptor.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a chord plot of expression of ligands that can activate a specified
+receptor where chord widths correspond to mean ligand expression by the cluster.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  <span class="va">receptor</span>,</span>
+<span>  ligand_expression_threshold <span class="op">=</span> <span class="fl">0.01</span>,</span>
+<span>  cell_idents <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  cell_colors <span class="op">=</span> <span class="cn">NULL</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object that has undergone network building with <code><a href="build_domino.html">build_domino()</a></code></p></dd>
+
+
+<dt>receptor</dt>
+<dd><p>Name of a receptor active in at least one cell type in the domino object</p></dd>
+
+
+<dt>ligand_expression_threshold</dt>
+<dd><p>Minimum mean expression value of a ligand by a cell type for a chord to be rendered between the cell type and the receptor</p></dd>
+
+
+<dt>cell_idents</dt>
+<dd><p>Vector of cell types from cluster assignments in the domino object to be included in the plot.</p></dd>
+
+
+<dt>cell_colors</dt>
+<dd><p>Named vector of color names or hex codes where names correspond to the plotted cell types and the color values</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>renders a circos plot to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
+<span class="r-in"><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, receptor <span class="op">=</span> <span class="st">"FAS"</span><span class="op">)</span></span></span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> There are more than one numeric columns in the data frame. Take the</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> first two numeric columns and draw the link ends with unequal width.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Type `circos.par$message = FALSE` to suppress the message.</span>
+<span class="r-plt img"><img src="circos_ligand_receptor-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co">#specify colors</span></span></span>
+<span class="r-in"><span><span class="va">cols</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"red"</span>, <span class="st">"orange"</span>, <span class="st">"green"</span>, <span class="st">"blue"</span>, <span class="st">"pink"</span>, <span class="st">"purple"</span>, <span class="st">"slategrey"</span>, <span class="st">"firebrick"</span>, <span class="st">"hotpink"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/names.html" class="external-link">names</a></span><span class="op">(</span><span class="va">cols</span><span class="op">)</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/levels.html" class="external-link">levels</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">@</span><span class="va">clusters</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">circos_ligand_receptor</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, receptor <span class="op">=</span> <span class="st">"FAS"</span>, cell_colors <span class="op">=</span> <span class="va">cols</span><span class="op">)</span></span></span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> There are more than one numeric columns in the data frame. Take the</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> first two numeric columns and draw the link ends with unequal width.</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> </span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Type `circos.par$message = FALSE` to suppress the message.</span>
+<span class="r-plt img"><img src="circos_ligand_receptor-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
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+
diff --git a/reference/convert_genes.html b/reference/convert_genes.html
new file mode 100644
index 00000000..ad4d2d59
--- /dev/null
+++ b/reference/convert_genes.html
@@ -0,0 +1,123 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a vector of genes and converts the genes to specified symbol type"><title>Use biomaRt to convert genes — convert_genes • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Use biomaRt to convert genes — convert_genes"><meta property="og:description" content="This function reads in a vector of genes and converts the genes to specified symbol type"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Use biomaRt to convert genes</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
+      <div class="d-none name"><code>convert_genes.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>This function reads in a vector of genes and converts the genes to specified symbol type</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">convert_genes</span><span class="op">(</span></span>
+<span>  <span class="va">genes</span>,</span>
+<span>  from <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ENSMUSG"</span>, <span class="st">"ENSG"</span>, <span class="st">"MGI"</span>, <span class="st">"HGNC"</span><span class="op">)</span>,</span>
+<span>  to <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"MGI"</span>, <span class="st">"HGNC"</span><span class="op">)</span>,</span>
+<span>  host <span class="op">=</span> <span class="st">"https://www.ensembl.org"</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>genes</dt>
+<dd><p>Vector of genes to convert.</p></dd>
+
+
+<dt>from</dt>
+<dd><p>Format of gene input (ENSMUSG, ENSG, MGI, or HGNC)</p></dd>
+
+
+<dt>to</dt>
+<dd><p>Format of gene output (MGI, or HGNC)</p></dd>
+
+
+<dt>host</dt>
+<dd><p>Host to connect to. Defaults to https://www.ensembl.org following the useMart default, but can be changed to archived hosts if useMart fails to connect.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A data frame with input genes as col 1 and output as col 2</p>
+    </div>
+
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
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diff --git a/reference/cor_heatmap.html b/reference/cor_heatmap.html
new file mode 100644
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--- /dev/null
+++ b/reference/cor_heatmap.html
@@ -0,0 +1,160 @@
+<!DOCTYPE html>
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+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
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+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+  </div>
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+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a heatmap of correlation between receptors and transcription factors</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>cor_heatmap.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a heatmap of correlation values between receptors and transcription
+factors either with boolean threshold or with continuous values displayed</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cor_heatmap</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>  bool_thresh <span class="op">=</span> <span class="fl">0.15</span>,</span>
+<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  feats <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  recs <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  mark_connections <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>bool</dt>
+<dd><p>Boolean indicating whether the heatmap should be continuous or boolean. If boolean then bool_thresh will be used to determine how to define activity as positive or negative.</p></dd>
+
+
+<dt>bool_thresh</dt>
+<dd><p>Numeric indicating the threshold separating 'on' or 'off' for feature activity if making a boolean heatmap.</p></dd>
+
+
+<dt>title</dt>
+<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
+
+
+<dt>feats</dt>
+<dd><p>Either a vector of features to include in the heatmap or 'all' for all features. If left NULL then the features selected for the signaling network will be shown.</p></dd>
+
+
+<dt>recs</dt>
+<dd><p>Either a vector of receptors to include in the heatmap or 'all' for all receptors. If left NULL then the receptors selected in the signaling network connected to the features plotted will be shown.</p></dd>
+
+
+<dt>mark_connections</dt>
+<dd><p>Boolean indicating whether to add an 'x' in cells where there is a connected receptor or TF. Default FALSE.</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> . Note that to use the 'main' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE and to use 'annCol' or 'annColors' ann_cols must be FALSE.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a Heatmap rendered to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
+<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, title <span class="op">=</span> <span class="st">"PBMC R-TF Correlations"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="cor_heatmap-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co">#show correlations above a specific value</span></span></span>
+<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, bool <span class="op">=</span> <span class="cn">TRUE</span>, bool_thresh <span class="op">=</span> <span class="fl">0.25</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="cor_heatmap-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co">#identify combinations that are connected</span></span></span>
+<span class="r-in"><span><span class="fu">cor_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, bool <span class="op">=</span> <span class="cn">FALSE</span>, mark_connections <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="cor_heatmap-3.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span> </span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/cor_scatter-1.png b/reference/cor_scatter-1.png
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@@ -0,0 +1,129 @@
+<!DOCTYPE html>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a correlation plot between transcription factor activation score and receptor</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>cor_scatter.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Create a correlation plot between transcription factor activation score and receptor</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">cor_scatter</span><span class="op">(</span><span class="va">dom</span>, <span class="va">tf</span>, <span class="va">rec</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>tf</dt>
+<dd><p>Target TF module for plotting with receptor</p></dd>
+
+
+<dt>rec</dt>
+<dd><p>Target receptor for plotting with TF</p></dd>
+
+
+<dt>remove_rec_dropout</dt>
+<dd><p>Whether to remove cells with zero expression for plot. This should match the same setting as in build_domino.</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to pass to ggscatter.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a ggplot object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">cor_scatter</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"ATF4"</span>,<span class="st">"CD22"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="cor_scatter-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
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+    </nav></aside></div>
+
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+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
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+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
diff --git a/reference/count_linkage.html b/reference/count_linkage.html
new file mode 100644
index 00000000..ebeefa61
--- /dev/null
+++ b/reference/count_linkage.html
@@ -0,0 +1,137 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Count occurrences of linkages across multiple domino results from a linkage summary"><title>Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Count occurrences of linkages across multiple domino results from a linkage summary — count_linkage"><meta property="og:description" content="Count occurrences of linkages across multiple domino results from a linkage summary"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+<![endif]--></head><body>
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+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
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+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
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+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
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+     
+  </a>
+</li>
+      </ul></div>
+
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+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Count occurrences of linkages across multiple domino results from a linkage summary</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
+      <div class="d-none name"><code>count_linkage.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Count occurrences of linkages across multiple domino results from a linkage summary</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">count_linkage</span><span class="op">(</span></span>
+<span>  <span class="va">linkage_summary</span>,</span>
+<span>  <span class="va">cluster</span>,</span>
+<span>  group.by <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  linkage <span class="op">=</span> <span class="st">"rec_lig"</span>,</span>
+<span>  subject_names <span class="op">=</span> <span class="cn">NULL</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>linkage_summary</dt>
+<dd><p>a linkage_summary object</p></dd>
+
+
+<dt>cluster</dt>
+<dd><p>the name of the cell cluster being compared across multiple domino results</p></dd>
+
+
+<dt>group.by</dt>
+<dd><p>the name of the column in linkage_summary\@subject_meta by which to group subjects for counting. If NULL, only total counts of linkages for linkages in the cluster across all subjects is given.</p></dd>
+
+
+<dt>linkage</dt>
+<dd><p>a stored linkage from the domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig')</p></dd>
+
+
+<dt>subject_names</dt>
+<dd><p>a vector of subject_names from the linkage_summary to be compared. If NULL, all subject_names in the linkage summary are included in counting.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a data frame with columns for the unique linkage features and the counts of how many times the linkage occured across the compared domino results. If group.by is used, counts of the linkages are also provided as columns named by the unique values of the group.by variable.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="fu">count_linkage</span><span class="op">(</span>linkage_summary <span class="op">=</span> <span class="va">linkage_ls</span>, cluster <span class="op">=</span> <span class="st">"CD8_T_cell"</span>, </span></span>
+<span class="r-in"><span> group.by <span class="op">=</span> <span class="st">"group"</span>, linkage <span class="op">=</span> <span class="st">"rec_lig"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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diff --git a/reference/create_domino.html b/reference/create_domino.html
new file mode 100644
index 00000000..7e7f7acc
--- /dev/null
+++ b/reference/create_domino.html
@@ -0,0 +1,246 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a receptor ligand signaling database, cell level
+features of some kind (ie. output from pySCENIC), z-scored single cell data,
+and cluster id for single cell data, calculates a correlation matrix between
+receptors and other features (this is transcription factor module scores if
+using pySCENIC), and finds features enriched by cluster. It will return a
+domino object prepared for build_domino(), which will calculate a signaling
+network."><title>Create a domino object and prepare it for network construction — create_domino • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a domino object and prepare it for network construction — create_domino"><meta property="og:description" content="This function reads in a receptor ligand signaling database, cell level
+features of some kind (ie. output from pySCENIC), z-scored single cell data,
+and cluster id for single cell data, calculates a correlation matrix between
+receptors and other features (this is transcription factor module scores if
+using pySCENIC), and finds features enriched by cluster. It will return a
+domino object prepared for build_domino(), which will calculate a signaling
+network."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a domino object and prepare it for network construction</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
+      <div class="d-none name"><code>create_domino.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>This function reads in a receptor ligand signaling database, cell level
+features of some kind (ie. output from pySCENIC), z-scored single cell data,
+and cluster id for single cell data, calculates a correlation matrix between
+receptors and other features (this is transcription factor module scores if
+using pySCENIC), and finds features enriched by cluster. It will return a
+domino object prepared for <code><a href="build_domino.html">build_domino()</a></code>, which will calculate a signaling
+network.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_domino</span><span class="op">(</span></span>
+<span>  <span class="va">rl_map</span>,</span>
+<span>  <span class="va">features</span>,</span>
+<span>  ser <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  counts <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  z_scores <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  clusters <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  use_clusters <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  tf_targets <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  verbose <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  use_complexes <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  rec_min_thresh <span class="op">=</span> <span class="fl">0.025</span>,</span>
+<span>  remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  tf_selection_method <span class="op">=</span> <span class="st">"clusters"</span>,</span>
+<span>  tf_variance_quantile <span class="op">=</span> <span class="fl">0.5</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>rl_map</dt>
+<dd><p>Data frame where each row describes a receptor-ligand interaction with required columns gene_A &amp; gene_B including the gene names for the receptor and ligand and type_A &amp; type_B annotating if genes A and B are a ligand (L) or receptor (R)</p></dd>
+
+
+<dt>features</dt>
+<dd><p>Either a path to a csv containing cell level features of interest (ie. the auc matrix from pySCENIC) or named matrix with cells as columns and features as rows.</p></dd>
+
+
+<dt>ser</dt>
+<dd><p>Seurat object containing scaled RNA expression data in the RNA assay slot and cluster identity. Either a ser object OR z_scores and clusters must be provided. If ser is present z_scores and clusters will be ignored.</p></dd>
+
+
+<dt>counts</dt>
+<dd><p>Counts matrix for the data. If a Seurat object is provided this will be ignored. This is only used to threshold receptors on dropout.</p></dd>
+
+
+<dt>z_scores</dt>
+<dd><p>Matrix containing z-scored expression data for all cells with cells as columns and features as rows. Either z_scores and clusters must be provided OR a ser object. If ser is present z_scores and clusters will be ignored.</p></dd>
+
+
+<dt>clusters</dt>
+<dd><p>Named factor containing cell cluster with names as cells. Either clusters and z_scores OR ser must be provided. If ser is present z_scores and clusters will be ignored.</p></dd>
+
+
+<dt>use_clusters</dt>
+<dd><p>Boolean indicating whether to use the clusters from a Seurat object. If a Seurat object is not provided then this parameter is ignored.</p></dd>
+
+
+<dt>tf_targets</dt>
+<dd><p>Optional. A list where names are transcription factors and the stored values are character vectors of genes in the transcription factor's regulon.</p></dd>
+
+
+<dt>verbose</dt>
+<dd><p>Boolean indicating whether or not to print progress during computation.</p></dd>
+
+
+<dt>use_complexes</dt>
+<dd><p>Boolean indicating whether you wish to use receptor/ligand complexes in the receptor ligand signaling database. If FALSE, receptor/ligand pairs where either functions as a protein complex will not be considered when constructing the signaling network.</p></dd>
+
+
+<dt>rec_min_thresh</dt>
+<dd><p>Minimum expression level of receptors by cell. Default is 0.025 or 2.5 percent of all cells in the data set. This is important when calculating correlation to connect receptors to transcription activation. If this threshold is too low then correlation calculations will proceed with very few cells with non-zero expression.</p></dd>
+
+
+<dt>remove_rec_dropout</dt>
+<dd><p>Whether to remove receptors with 0 expression counts when calculating correlations. This can reduce false positive correlation calculations when receptors have high dropout rates.</p></dd>
+
+
+<dt>tf_selection_method</dt>
+<dd><p>Selection of which method to target transcription factors. If 'clusters' then differential expression for clusters will be calculated. If 'variable' then the most variable transcription factors will be selected. If 'all' then all transcription factors in the feature matrix will be used. Default is 'clusters'. Note that if you wish to use clusters for intercellular signaling downstream to MUST choose clusters.</p></dd>
+
+
+<dt>tf_variance_quantile</dt>
+<dd><p>What proportion of variable features to take if using variance to threshold features. Default is 0.5. Higher numbers will keep more features. Ignored if tf_selection_method is not 'variable'</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">pbmc_dom_tiny_all</span> <span class="op">&lt;-</span> <span class="va">pbmc_dom_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_domino</span><span class="op">(</span></span></span>
+<span class="r-in"><span> rl_map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, features <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">auc_tiny</span>, </span></span>
+<span class="r-in"><span> counts <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_count_tiny</span>, z_scores <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_zscore_tiny</span>,</span></span>
+<span class="r-in"><span> clusters <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">clusters_tiny</span>, tf_targets <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulon_list_tiny</span>, </span></span>
+<span class="r-in"><span> use_clusters <span class="op">=</span> <span class="cn">FALSE</span>, use_complexes <span class="op">=</span> <span class="cn">FALSE</span>, </span></span>
+<span class="r-in"><span> rec_min_thresh <span class="op">=</span> <span class="fl">0.1</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">TRUE</span>,</span></span>
+<span class="r-in"><span> tf_selection_method <span class="op">=</span> <span class="st">"all"</span><span class="op">)</span></span></span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Reading in and processing signaling database</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Database provided from source: CellPhoneDB</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Getting z_scores, clusters, and counts</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating correlations</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> FAS has component genes that did not pass testing parameters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> CD22 has component genes that did not pass testing parameters</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> IGF1R has component genes that did not pass testing parameters</span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="va">pbmc_dom_tiny_clustered</span> <span class="op">&lt;-</span> <span class="fu">create_domino</span><span class="op">(</span></span></span>
+<span class="r-in"><span> rl_map <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">rl_map_tiny</span>, features <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">auc_tiny</span>, </span></span>
+<span class="r-in"><span> counts <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_count_tiny</span>, z_scores <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">RNA_zscore_tiny</span>,</span></span>
+<span class="r-in"><span> clusters <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">clusters_tiny</span>, tf_targets <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulon_list_tiny</span>,</span></span>
+<span class="r-in"><span> use_clusters <span class="op">=</span> <span class="cn">TRUE</span>, use_complexes <span class="op">=</span> <span class="cn">TRUE</span>, remove_rec_dropout <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Reading in and processing signaling database</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Database provided from source: CellPhoneDB</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Getting z_scores, clusters, and counts</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating feature enrichment by cluster</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> Calculating correlations</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 1 of 3</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 2 of 3</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> 3 of 3</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>Cannot compute exact p-value with ties</span>
+<span class="r-msg co"><span class="r-pr">#&gt;</span> IGF1R has component genes that did not pass testing parameters</span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/create_regulon_list_scenic.html b/reference/create_regulon_list_scenic.html
new file mode 100644
index 00000000..892a1dfb
--- /dev/null
+++ b/reference/create_regulon_list_scenic.html
@@ -0,0 +1,112 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC"><title>Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a list of genes in regulons inferred by SCENIC — create_regulon_list_scenic"><meta property="og:description" content="Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a list of genes in regulons inferred by SCENIC</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
+      <div class="d-none name"><code>create_regulon_list_scenic.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Generates a list of transcription factors and the genes targeted by the transcription factor as part of their regulon inferred by pySCENIC</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_regulon_list_scenic</span><span class="op">(</span><span class="va">regulons</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>regulons</dt>
+<dd><p>Dataframe or file path to the table of the output of the grn (gene regulatory network) function from pySCENIC</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A list where names are transcription factors and the stored values are character vectors of genes in the inferred regulons</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">regulon_list_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_regulon_list_scenic</span><span class="op">(</span>regulons <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">regulons_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
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+
diff --git a/reference/create_rl_map_cellphonedb.html b/reference/create_rl_map_cellphonedb.html
new file mode 100644
index 00000000..15782076
--- /dev/null
+++ b/reference/create_rl_map_cellphonedb.html
@@ -0,0 +1,156 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data."><title>Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a receptor-ligand map from a cellphonedb signaling database — create_rl_map_cellphonedb"><meta property="og:description" content="Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
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+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a receptor-ligand map from a cellphonedb signaling database</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
+      <div class="d-none name"><code>create_rl_map_cellphonedb.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Generates a data frame of ligand-receptor interactions from a CellPhoneDB database annotating the genes encoding the interacting ligands and receptors to be queried in transcriptomic data.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">create_rl_map_cellphonedb</span><span class="op">(</span></span>
+<span>  <span class="va">genes</span>,</span>
+<span>  <span class="va">proteins</span>,</span>
+<span>  <span class="va">interactions</span>,</span>
+<span>  complexes <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  database_name <span class="op">=</span> <span class="st">"CellPhoneDB"</span>,</span>
+<span>  gene_conv <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  gene_conv_host <span class="op">=</span> <span class="st">"https://www.ensembl.org"</span>,</span>
+<span>  alternate_convert <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>  alternate_convert_table <span class="op">=</span> <span class="cn">NULL</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>genes</dt>
+<dd><p>dataframe or file path to table of gene names in uniprot, hgnc_symbol, or ensembl format in cellphonedb database format</p></dd>
+
+
+<dt>proteins</dt>
+<dd><p>dataframe or file path to table of protein features in cellphonedb format</p></dd>
+
+
+<dt>interactions</dt>
+<dd><p>dataframe or file path to table of protein-protein interactions in cellphonedb format</p></dd>
+
+
+<dt>complexes</dt>
+<dd><p>optional: dataframe or file path to table of protein complexes in cellphonedb format</p></dd>
+
+
+<dt>database_name</dt>
+<dd><p>name of the database being used, stored in output</p></dd>
+
+
+<dt>gene_conv</dt>
+<dd><p>a tuple of (from, to) or (source, target) if gene conversion to orthologs is desired; options are ENSMUSG, ENSG, MGI, or HGNC</p></dd>
+
+
+<dt>gene_conv_host</dt>
+<dd><p>host for conversion; default ensembl, could also use mirrors if desired</p></dd>
+
+
+<dt>alternate_convert</dt>
+<dd><p>boolean if you would like to use a non-ensembl method of conversion (must supply table; not recommended, use only if ensembl is down)</p></dd>
+
+
+<dt>alternate_convert_table</dt>
+<dd><p>supplied table for non-ensembl method of conversion</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>Data frame where each row describes a possible receptor-ligand interaction</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">rl_map_tiny</span> <span class="op">&lt;-</span> <span class="fu">create_rl_map_cellphonedb</span><span class="op">(</span>genes <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">genes_tiny</span>, </span></span>
+<span class="r-in"><span> proteins <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">proteins_tiny</span>, interactions <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">interactions_tiny</span>, </span></span>
+<span class="r-in"><span> complexes <span class="op">=</span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">complexes_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
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+
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+
diff --git a/reference/do_norm.html b/reference/do_norm.html
new file mode 100644
index 00000000..20a40db1
--- /dev/null
+++ b/reference/do_norm.html
@@ -0,0 +1,110 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Normalizes a matrix to its max value by row or column"><title>Normalize a matrix to its max value by row or column — do_norm • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Normalize a matrix to its max value by row or column — do_norm"><meta property="og:description" content="Normalizes a matrix to its max value by row or column"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Normalize a matrix to its max value by row or column</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>do_norm.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Normalizes a matrix to its max value by row or column</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">do_norm</span><span class="op">(</span><span class="va">mat</span>, <span class="va">dir</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>mat</dt>
+<dd><p>Matrix to be normalized</p></dd>
+
+
+<dt>dir</dt>
+<dd><p>Direction to normalize the matrix c('row', 'col')</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A normalized matrix in the direction specified.</p>
+    </div>
+
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
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+  </body></html>
+
diff --git a/reference/dom_clusters.html b/reference/dom_clusters.html
new file mode 100644
index 00000000..3201e1ec
--- /dev/null
+++ b/reference/dom_clusters.html
@@ -0,0 +1,117 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull cluster information from a domino object"><title>Access clusters — dom_clusters • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access clusters — dom_clusters"><meta property="og:description" content="A function to pull cluster information from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access clusters</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_clusters.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull cluster information from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_clusters</span><span class="op">(</span><span class="va">dom</span>, labels <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+
+<dt>labels</dt>
+<dd><p>A boolean for whether to return the cluster labels for each cell or the clusters used for inferring communication</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A vector containing either the names of the clusters used OR factors of the cluster label for each individual cell</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">cluster_names</span> <span class="op">&lt;-</span> <span class="fu">dom_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">cell_cluster_label</span> <span class="op">&lt;-</span> <span class="fu">dom_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, labels <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/dom_correlations.html b/reference/dom_correlations.html
new file mode 100644
index 00000000..553d4062
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+++ b/reference/dom_correlations.html
@@ -0,0 +1,112 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull receptor-transcription factor correlations from a domino object"><title>Access correlations — dom_correlations • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access correlations — dom_correlations"><meta property="og:description" content="A function to pull receptor-transcription factor correlations from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access correlations</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_correlations.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull receptor-transcription factor correlations from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_correlations</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A matrix containing the correlation values for each receptor (row) by transcription factor (column)</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">cor_matrix</span> <span class="op">&lt;-</span> <span class="fu">dom_correlations</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
diff --git a/reference/dom_counts.html b/reference/dom_counts.html
new file mode 100644
index 00000000..07c0af57
--- /dev/null
+++ b/reference/dom_counts.html
@@ -0,0 +1,112 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull gene expression from a domino object"><title>Access counts — dom_counts • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access counts — dom_counts"><meta property="og:description" content="A function to pull gene expression from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+  </div>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
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+     
+  </a>
+</li>
+      </ul></div>
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+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access counts</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_counts.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull gene expression from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_counts</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A matrix containing the gene expression values for each gene (row) by cell (column)</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu">dom_counts</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
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+  
+
+  </body></html>
+
diff --git a/reference/dom_database.html b/reference/dom_database.html
new file mode 100644
index 00000000..ede2780b
--- /dev/null
+++ b/reference/dom_database.html
@@ -0,0 +1,119 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull database information from a domino object"><title>Access database — dom_database • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access database — dom_database"><meta property="og:description" content="A function to pull database information from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access database</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_database.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull database information from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_database</span><span class="op">(</span><span class="va">dom</span>, name_only <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created</p></dd>
+
+
+<dt>name_only</dt>
+<dd><p>A boolean for whether to return only the name of the database used
+or the entire database that is stored. Default TRUE.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A vector of unique databases used in building the domino object OR
+a data frame that includes the database information used in the domino object creation</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">database_name</span> <span class="op">&lt;-</span> <span class="fu">dom_database</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">full_database</span> <span class="op">&lt;-</span> <span class="fu">dom_database</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, name_only <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
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+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
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+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
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+
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+
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+
diff --git a/reference/dom_de.html b/reference/dom_de.html
new file mode 100644
index 00000000..5a06d295
--- /dev/null
+++ b/reference/dom_de.html
@@ -0,0 +1,112 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull differential expression p values from a domino object"><title>Access differential expression — dom_de • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access differential expression — dom_de"><meta property="og:description" content="A function to pull differential expression p values from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
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+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
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+
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+    
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
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+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access differential expression</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_de.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull differential expression p values from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_de</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A matrix containing the p values for differential expression of transcription factors (rows) in each cluster (columns)</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">de_mat</span> <span class="op">&lt;-</span> <span class="fu">dom_de</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/dom_info.html b/reference/dom_info.html
new file mode 100644
index 00000000..ac65fd75
--- /dev/null
+++ b/reference/dom_info.html
@@ -0,0 +1,113 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull the parameters used when running build_domino() from a domino object"><title>Access build information — dom_info • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access build information — dom_info"><meta property="og:description" content="A function to pull the parameters used when running build_domino() from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
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+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access build information</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_info.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull the parameters used when running <code><a href="build_domino.html">build_domino()</a></code> from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_info</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A list containing booleans for whether the object has been created and build, and a list of the
+build parameters that were used in <code><a href="build_domino.html">build_domino()</a></code> to infer the signaling network</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">build_details</span> <span class="op">&lt;-</span> <span class="fu">dom_info</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
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+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/dom_linkages.html b/reference/dom_linkages.html
new file mode 100644
index 00000000..c24cef45
--- /dev/null
+++ b/reference/dom_linkages.html
@@ -0,0 +1,128 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull linkages from a domino object"><title>Access linkages — dom_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access linkages — dom_linkages"><meta property="og:description" content="A function to pull linkages from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access linkages</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_linkages.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull linkages from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_linkages</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  link_type <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"complexes"</span>, <span class="st">"receptor-ligand"</span>, <span class="st">"tf-target"</span>, <span class="st">"tf-receptor"</span>, <span class="st">"receptor"</span>,</span>
+<span>    <span class="st">"incoming-ligand"</span><span class="op">)</span>,</span>
+<span>  by_cluster <span class="op">=</span> <span class="cn">FALSE</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+
+<dt>link_type</dt>
+<dd><p>One value (out of "complexes", "receptor-ligand",
+"tf-target", "tf-receptor", "receptor", "incoming-ligand") used
+to select the desired type of linkage</p></dd>
+
+
+<dt>by_cluster</dt>
+<dd><p>A boolean to indicate whether the linkages should be returned overall or by cluster</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A list containing linkages between some combination of receptors, ligands, transcription factors, and clusters</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">complexes</span> <span class="op">&lt;-</span> <span class="fu">dom_linkages</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"complexes"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">tf_rec_by_cluster</span> <span class="op">&lt;-</span> <span class="fu">dom_linkages</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"tf-receptor"</span>, <span class="cn">TRUE</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/dom_network_items.html b/reference/dom_network_items.html
new file mode 100644
index 00000000..291a7e3b
--- /dev/null
+++ b/reference/dom_network_items.html
@@ -0,0 +1,130 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function collates all of the features, receptors, or ligands found in a
+signaling network anywhere in a list of clusters. This can be useful for
+comparing signaling networks across two separate conditions. In order to run
+this build_domino() must be run on the object previously."><title>Access all features, receptors, or ligands present in a signaling network. — dom_network_items • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access all features, receptors, or ligands present in a signaling network. — dom_network_items"><meta property="og:description" content="This function collates all of the features, receptors, or ligands found in a
+signaling network anywhere in a list of clusters. This can be useful for
+comparing signaling networks across two separate conditions. In order to run
+this build_domino() must be run on the object previously."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access all features, receptors, or ligands present in a signaling network.</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_network_items.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>This function collates all of the features, receptors, or ligands found in a
+signaling network anywhere in a list of clusters. This can be useful for
+comparing signaling networks across two separate conditions. In order to run
+this <code><a href="build_domino.html">build_domino()</a></code> must be run on the object previously.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_network_items</span><span class="op">(</span><span class="va">dom</span>, clusters <span class="op">=</span> <span class="cn">NULL</span>, return <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object containing a signaling network (i.e. <code><a href="build_domino.html">build_domino()</a></code> was run)</p></dd>
+
+
+<dt>clusters</dt>
+<dd><p>Vector indicating clusters to collate network items from. If left as NULL then all clusters will be included.</p></dd>
+
+
+<dt>return</dt>
+<dd><p>String indicating where to collate "features", "receptors", or "ligands". If "all" then a list of all three will be returned.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A vector containing all features, receptors, or ligands in the data set or a list containing all three.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">monocyte_receptors</span> <span class="op">&lt;-</span> <span class="fu">dom_network_items</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"CD14_monocyte"</span>, <span class="st">"receptors"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">all_tfs</span> <span class="op">&lt;-</span> <span class="fu">dom_network_items</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, return <span class="op">=</span> <span class="st">"features"</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
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+
+  
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+  </body></html>
+
diff --git a/reference/dom_signaling.html b/reference/dom_signaling.html
new file mode 100644
index 00000000..06846ff4
--- /dev/null
+++ b/reference/dom_signaling.html
@@ -0,0 +1,117 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull signaling matrices from a domino object"><title>Access signaling — dom_signaling • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access signaling — dom_signaling"><meta property="og:description" content="A function to pull signaling matrices from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
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+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access signaling</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_signaling.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull signaling matrices from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_signaling</span><span class="op">(</span><span class="va">dom</span>, cluster <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+
+<dt>cluster</dt>
+<dd><p>Either NULL to indicate global signaling or a specific cluster for which a</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A data.frame containing the signaling score through each ligand (row) by each cluster (column) OR
+a data.frame containing the global summed signaling scores between receptors (rows) and ligands (columns) of each cluster</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">monocyte_signaling</span> <span class="op">&lt;-</span> <span class="fu">dom_signaling</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, cluster <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
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+
+  
+
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+
+  </body></html>
+
diff --git a/reference/dom_tf_activation.html b/reference/dom_tf_activation.html
new file mode 100644
index 00000000..bc9367c8
--- /dev/null
+++ b/reference/dom_tf_activation.html
@@ -0,0 +1,112 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull transcription factor activation scores from a domino object"><title>Access transcription factor activation — dom_tf_activation • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access transcription factor activation — dom_tf_activation"><meta property="og:description" content="A function to pull transcription factor activation scores from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
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+     
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+</li>
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+
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+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access transcription factor activation</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_tf_activation.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull transcription factor activation scores from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_tf_activation</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A matrix containing the transcription factor activation scores for each feature (row) by cell (column)</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">tf_activation</span> <span class="op">&lt;-</span> <span class="fu">dom_tf_activation</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
diff --git a/reference/dom_zscores.html b/reference/dom_zscores.html
new file mode 100644
index 00000000..2c0b141d
--- /dev/null
+++ b/reference/dom_zscores.html
@@ -0,0 +1,112 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="A function to pull z-scored expression from a domino object"><title>Access z-scores — dom_zscores • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Access z-scores — dom_zscores"><meta property="og:description" content="A function to pull z-scored expression from a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Access z-scores</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/utils.R" class="external-link"><code>R/utils.R</code></a></small>
+      <div class="d-none name"><code>dom_zscores.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>A function to pull z-scored expression from a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">dom_zscores</span><span class="op">(</span><span class="va">dom</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>A domino object that has been created with <code><a href="create_domino.html">create_domino()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A matrix containing the z-scored gene expression values for each gene (row) by cell (column)</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">zscores</span> <span class="op">&lt;-</span> <span class="fu">dom_zscores</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/domino-class.html b/reference/domino-class.html
new file mode 100644
index 00000000..5ed4b1c4
--- /dev/null
+++ b/reference/domino-class.html
@@ -0,0 +1,147 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="The domino class contains all information necessary to calculate receptor-ligand
+signaling. It contains z-scored expression, cell cluster labels, feature values,
+and a referenced receptor-ligand database formatted as a receptor-ligand map.
+Calculated intermediate values are also stored."><title>The domino Class — domino-class • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="The domino Class — domino-class"><meta property="og:description" content="The domino class contains all information necessary to calculate receptor-ligand
+signaling. It contains z-scored expression, cell cluster labels, feature values,
+and a referenced receptor-ligand database formatted as a receptor-ligand map.
+Calculated intermediate values are also stored."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
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+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>The domino Class</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
+      <div class="d-none name"><code>domino-class.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>The domino class contains all information necessary to calculate receptor-ligand
+signaling. It contains z-scored expression, cell cluster labels, feature values,
+and a referenced receptor-ligand database formatted as a receptor-ligand map.
+Calculated intermediate values are also stored.</p>
+    </div>
+
+
+    <div class="section level2">
+    <h2 id="slots">Slots<a class="anchor" aria-label="anchor" href="#slots"></a></h2>
+    
+
+<dl><dt><code>db_info</code></dt>
+<dd><p>List of data sets from lr database.</p></dd>
+
+
+<dt><code>counts</code></dt>
+<dd><p>Raw count gene expression data</p></dd>
+
+
+<dt><code>z_scores</code></dt>
+<dd><p>Matrix of z-scored expression data with cells as columns</p></dd>
+
+
+<dt><code>clusters</code></dt>
+<dd><p>Named factor with cluster identity of each cell</p></dd>
+
+
+<dt><code>features</code></dt>
+<dd><p>Matrix of features to correlate receptor-ligand expression with. Cells are columns and features are rows.</p></dd>
+
+
+<dt><code>cor</code></dt>
+<dd><p>Correlation matrix of receptor expression to features.</p></dd>
+
+
+<dt><code>linkages</code></dt>
+<dd><p>List of lists containing info linking cluster-&gt;tf-&gt;rec-&gt;lig</p></dd>
+
+
+<dt><code>clust_de</code></dt>
+<dd><p>Data frame containing differential expression results for features by cluster.</p></dd>
+
+
+<dt><code>misc</code></dt>
+<dd><p>List of miscellaneous info pertaining to run parameters etc.</p></dd>
+
+
+<dt><code>cl_signaling_matrices</code></dt>
+<dd><p>Incoming signaling matrix for each cluster</p></dd>
+
+
+<dt><code>signaling</code></dt>
+<dd><p>Signaling matrix between all clusters.</p></dd>
+
+
+</dl></div>
+
+  </main></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/feat_heatmap-1.png b/reference/feat_heatmap-1.png
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diff --git a/reference/feat_heatmap.html b/reference/feat_heatmap.html
new file mode 100644
index 00000000..22a1f221
--- /dev/null
+++ b/reference/feat_heatmap.html
@@ -0,0 +1,175 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a heatmap of feature expression (typically transcription factor
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+activation scores) by cells organized by cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a heatmap of features organized by cluster</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>feat_heatmap.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a heatmap of feature expression (typically transcription factor
+activation scores) by cells organized by cluster.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">feat_heatmap</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  feats <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  bool <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>  bool_thresh <span class="op">=</span> <span class="fl">0.2</span>,</span>
+<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  norm <span class="op">=</span> <span class="cn">FALSE</span>,</span>
+<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  ann_cols <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  min_thresh <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  max_thresh <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>feats</dt>
+<dd><p>Either a vector of features to include in the heatmap or 'all' for all features. If left NULL then the features selected for the signaling network will be shown.</p></dd>
+
+
+<dt>bool</dt>
+<dd><p>Boolean indicating whether the heatmap should be continuous or boolean. If boolean then bool_thresh will be used to determine how to define activity as positive or negative.</p></dd>
+
+
+<dt>bool_thresh</dt>
+<dd><p>Numeric indicating the threshold separating 'on' or 'off' for feature activity if making a boolean heatmap.</p></dd>
+
+
+<dt>title</dt>
+<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
+
+
+<dt>norm</dt>
+<dd><p>Boolean indicating whether or not to normalize the transcrption factors to their max value.</p></dd>
+
+
+<dt>cols</dt>
+<dd><p>Named vector of colors to annotate cells by cluster color. Values are taken as colors and names as cluster. If left as NULL then default ggplot colors will be generated.</p></dd>
+
+
+<dt>ann_cols</dt>
+<dd><p>Boolean indicating whether to include cell cluster as a column annotation. Colors can be defined with cols. If FALSE then custom annotations can be passed to NMF.</p></dd>
+
+
+<dt>min_thresh</dt>
+<dd><p>Minimum threshold for color scaling if not a boolean heatmap</p></dd>
+
+
+<dt>max_thresh</dt>
+<dd><p>Maximum threshold for color scaling if not a boolean heatmap</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code> . Note that to use the 'main' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE and to use 'annCol' or 'annColors' ann_cols must be FALSE.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a Heatmap rendered to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
+<span class="r-in"><span><span class="fu">feat_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="feat_heatmap-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co">#using thresholds</span></span></span>
+<span class="r-in"><span><span class="fu">feat_heatmap</span><span class="op">(</span></span></span>
+<span class="r-in"><span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, min_thresh <span class="op">=</span> <span class="fl">0.1</span>, </span></span>
+<span class="r-in"><span>  max_thresh <span class="op">=</span> <span class="fl">0.6</span>, norm <span class="op">=</span> <span class="cn">TRUE</span>, bool <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></span></span>
+<span class="r-wrn co"><span class="r-pr">#&gt;</span> <span class="warning">Warning: </span>You are using norm with min_thresh and max_thresh. Note that values will be thresholded AFTER normalization.</span>
+<span class="r-plt img"><img src="feat_heatmap-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
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+    </nav></aside></div>
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+
+    <footer><div class="pkgdown-footer-left">
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p+6biKADm9iObmJlw4dw6hocHjKlLG/iNTaKyvR0tT84wlKUEQNiS9fPkyTCYTR1I28MLu1err67Fnzx7cd999Dp/njbYyV8BGX0mSRF9fHwYGBhATE4OYmBgA14NC9kXwBEGgoqIC58+fR35+PkZHR9HZ2emV/G6AnF5ER3s7jh07Arlcjttuuw0KhcJh2RhL0tbmZsxOz0BGZhaCgpRTsGJxeIukra2tqKmpsbGk7AecYRj8z//8DxITE1FUVDTuORcuXIDFYvFYfcBZEUJqaiqnvscGfbRaLYaHhxEdHY2YmJhxdbf2tbbenlIW2HN6EZprzcUkSeLgwYMoLS0FIDz3kaIoNNbX4XDpftRcuQyz2ffd9RMBS9ID+9kUjOv9pARBICMjA/feey8WLlyIqKiocZIgZrMZb775Jj755JNx91dUVAAAJxMyUbhShBAbG4u0tDRER0dzHg1Jkujp6UFLSwuGhoZsUiyBwvdphJ6ebpvfWZI6s6QURaGxoQ6tLU1IS8tERnYWFAr/dndjYmOQnpaOUBcmNgPXSRoTE4Pt27cjPDycC7LIZDJQFIVt27bh+PHjyMzMRGRkJC5fvoze3l4ba2uxWLjUhjfBr6mNiYlBZGQkV4LIinz19vZicHAQ0dHRXJrHlwQNkNNLoGka7RrHshz2JA0KCobZPN49pCgKDQ21aG1phHp2OrJycvyWpD3dPdD2aREbG4uMjAynJO3v78f27dtx8uRJqNVqFBYWckEhNsDCXjc4eF3mk9+y5eu/KSgoiIvSEgSByMhIxMTEQKvVcu7uyMgISJKEXq9HVFQUInwoohYgp5fQ19fr9APkKklJikJTYz00rc1InZ0B0+iozQfYX0DTNHp7e9Hf3y9I0p6eHnz55ZecewrAJp1CUZSN288PvAAYt6/zFVjLCVyfrcK+My4uDgRBcNFcq9UKo9GI0dFR6HQ6REVFITo62utrCpDTS+jr7XX5WndI2thYB4ZhEBYWhvb2dkRFRfktSfv6+hAfH4+MjAzo9Xps2rQJVVVVDu8R0onlB1omc38HjO9CYSPLbFVTXFwc4uLi0N/fD71ej5GREUgkEnR0dGBoaAixsbFerWoKkNNL6OhwP+nsKkklEgkWL14MkiRx5swZtLe3IzY21u9IyjAMent70draim3btgleZ68T60gShF+NY7VakZaWhqysLHR0dECj0bi9NmcpK1aaBLCdSsZvH2PXFh0djbi4OPT29sJoNAIAV1ARHh4OtVrtFZIGyOklaFpbJ3yvqySVy+VYtmwZSJJERUUF2tra/JKkrkRGHbmu9j+z5CgqKsJrr73G3U9RFEpKSnDgwAGX96LOrnv66aexceNGm8om9j4huZKEhARYrVYMDQ1x+2S9Xu81kgZSKV5CZ2enx89gSXrgwD5YrUBQkOOUhVwux5IlS/Cd73wHoaGh0Gq1bokqTzX4lTd89xGwVbdjrev9999vc79MJsOTTz6Jf//3f3f5nfxKJUcoLi6GSqUSlSuxF/piCR8TE4PMzExkZ2dDqRzLV7MkvXTpEnQ6ncvr5CNATi/AZDJ5dZAQSZI4fPg6SYXye0qlclqSlD88iD+KjwW/RUsikTicuwIAy5Ytw8qVK11+pxhomsZ9991nI1HC/7e017AFbJX4gLFi/eLiYq+RNEBOL6DbxbF27oIl6cmTJ1FdXS04O5Il6UMPPQSlUilK0ujoaOTl5U3pJGf7wAsAmxQGKwnCWteTJ08KPuvBBx90qQPEWVeKRCJBcnKyzV7YkVwJm2Plt4rZB6qckdTVcfeBPacX0N7ufoDCHVitVnR1daGvr49LWTiaHalQKHDrrbfCYrHgzJkz6OjosNmTLl++HKtWrQIwRoazZ8/i008/tckrTgbYVIqj4UGO1O6OHDmCe+65x+GzCILAQw89hL/97W9O3ykGhmEQFBRkYyHZdfB7PAHY1NiykVxHkeT4+HjEx8ejr68PGo0GJpMJer0evb29SE9Pd/rvFLCcXkB3l+f7TVdAURR6enpw9uxZUUvKkpRvSaVSqY3yukQiwaJFi/CXv/wF+fn5k7J+FvZaQ/a6PfwWLZqmUVdXh4aGBsHnFRQUuPROZ6itrXU4H8VewoS16q7CkSV1BQFyegFClUG+AkVR6Orqcpukb7zxxrhuibCwMKxevRpqtXoylg4A3FwS1hKJDQ8Cxgj71ltvQa/XO3xeVFSUU1EtZ5bzwIED2LFjh0O5EkczU/hwNf/KktTVRuwAOb2AThf3nFFRUbjpppuwbNkyxMXFefxePkkvX74sStIlS5YgMTERn376KaqqqmxIGhwcjOeff37SUjIGgwE9PT0wGo02k7scDQ9irVV/fz9effVVhy64Xq93eR8nhF27dnEBG1flSli4W1ro6n4/sOf0EIMDAyBd6JYoKCjA888/b/MNf+bMGXzyyScTDrWzYN1dfhmdoz0pWwd6/vx5XLhwAQsWLEBBQQFkMhlUKhWWLl0qGnzxFsYa0odhMplgNpsREhKCkJAQmxI6lpT8ssXOzk6sXr0aTz31lM34erGCBxbO3FC+9WbTJDKZTLRAAoDN+ryNADk9hCuVQQRB4Omnnx7nei1atAg5OTl4/fXX0dfX5/Fa+CSNj49HWlqaQ5KyBDh//jzOnz+PoqIiFBQU4NZbb50UcvLbsXQ6HQwGA8LCwhAaGoqwsDCu5tZekpKmaRgMBrz//vv46quvkJ6ejvb2dpdyzK6kUuzdWL4mLbsO+72xvYiZNxFwaz1EhwtaMdHR0YJSj1FRUVi9erVXW6Ds96RmAe0i1o08d+4cSkpKYDAYJiVPGh4ejuTkZM6S0zSNoaEh9PT0QKvVwmg0cu4j3+1lrwWAvr4+nDlzxuXiD1cDOPYBINYqig3S9VXNb4CcHqK72/l+05lkRWpqKhYtWuStJdm8t6urC+Xl5aIkBcas2NWrVxEWFoa+vj6fk1SpVCIpKQmJiYmIiIiAVCrl1Ac6Oztt6lZZ95b92ZfgF0iwEWO+dRQbpOttBNxajAUULl28gNjYWMjlCiiVShAEAUVQEJRBSgQ7cA1ZdLvwza3T6dDV1SUapfOlS8mSlM2TZmdnCxaCL168GMXFxTh//jxaW1sRExPjkz0V+4EODQ3l/scGdtjRggRBYGRkBOHh4QgLCxPNKXoLQgUS/Lwr697az1bxNgLkBHDi+FHs37sHKalqzCuYO65cLjwyAtlZuVCl2KYbKIpCb59rrWKlpaV48sknBc9PhoCy2J50eHgYg4OD0Gg0aGtrQ1NTE2ia5q7zthAZ68azSghsUCgqKgo6nQ4WiwU0TXOEDQkJQWxsrM8qm9hAEL8zhY3KsuJf9kEh/t7UFwS94clJUSROHjsGAGhv06C9TTOOpPqhYVSeO4v6hlobknZ1dbocDNi3bx/mz5+PwsJCh+e9PRtEDHxLWlZWhvr6eofXqVQqyOVyjIyMeJ2c/Kgs6z5KJBKOpGazGYODgxgZGQHDMFz/ZGhoKGJiYjwW/LIHSZKQy+UgCMImhWNfoM8PCvk69XTD7zkrzp6FccRoc6y9TYM9e/agtr7O5kPAkvTIwQPoaNeg3Y2+QoZh8P7776OystLh+X379k3sD/AARqNRkJjAWCCLpmmfTP9yVHDAD9oolUokJydDrVZz1p1NwXR1daGtrc2r4wVZy8eSlF/ry1+zUFDIF7jhLeeJ40cFz9lbUpPJBKlUCoNBj/PnzsJoMCA4ONhlq2cwGLBmzRosW7YMt9xyCzIyMqDVarFnzx6cPn3a5TUXFBTgrrvuQnR0NJqamlBeXj6hEe5i4xAAcHtvk8nktbF2ADBr1qxx7qOQXIlCoUBSUhJIkkRvby/MZjMoikJ7ezs6OjqQnJwMlUrldFCvqx4Oq3zA/swnqP0gXV+nUm5ocjY21LuUChEiaWhYGJYuXQqtVou6ujqXSXry5MkJB39uuukmrF69mvs9Ozsb99xzD/bu3YuSkhK3rImzNATr4nnbhVSr1YiOjkZnZ6fLciVKpRIpKSkYHR2FxWKB0WgcE1VzkaSuplIckdFeroSv/ufLqPYN7dYeKj3g1vWsu1vf2GBTwBwXF4elS5di7ty5Pm/Fsm88ZnHvvffimWeecetZYiPSQ0NDuT2YL1y3pUuXOpUr4Q8PAsaIExYWhpiYGMyfPx+JiYncnrW9vR1nz571yN21H2PIroPfb8qul99v6k4RvDu4YS2nVtuH6uorE7qXtaQhISGYNWsWMjIyAIy5a7NmzUJfXx+uXr3qkQiyEMSkGJcvX46LFy+67CKLtYqxqQt+X6M3ERkZicTERHR2drosV8I/FhwcjIyMDKhUKnR2dqKvr88tS+oI/PSJvVyJI6sOXLe0vvgCu2HJKbbXdBUjIyNobm5GT0+PDUn5fXxXr17F6Oio0w+4RCLBsmXLkJKSAq1Wi6qqKoclfULF7Szuvfdel8kptleKiIiwkQ/xNqRSKRITE9Hd3Q2apqFQKBzKlfBrWIHxRQhKpdIpSdVqtUvleyzs+03tO1P4FtORUqC3cEOS02w24/SpU157niskvXLlCiwWi0OSymQyvPLKKzZyHDRNY/fu3diyZYuNm1ZeXs493xFycnKgVCphMomPdhgaGhI9Hxsby7lzvgp48PdzfCvJnrMPvLDj+Rz9G4qRNDo62q09J0tGPuHYn+2DQgqFwmdBoRtyz1ledgomH8zKZElaVlaGpqYm7nh8fDyWL1+OwsJChy7QLbfcMk4nhyAIPPDAA/jFL35h82E8evSo6F4RgEvWzlmhPdtQbJ/i8BasVivq6+u5ThT2A85v0bKXK2GPiYElKX9P6gr4f6P9XthVuRJv44Yjp9VqxbGjh336DiGSJiYmciTlWwsxS1hcXIwHH3yQ+91gMODdd98VHNne1dXl1PUFxpTYhcB+CNkorbetQmtrq03/pJBcCd9yu1vHyicp6zKLgR/w4Qd77FUaAHBFE/ZCX97GDUfOutqrGOjvn5R3sSQ9e/YsuruvDzlKTEzEbbfdxpHUWQpmxYoVNtawqakJL7/8Mpqbm22uI0kS69evd+kDLGZ9o6OjbWREvG05+/r60NXVZSNX4ogI9nIlE4FSqURQUJDLfwPrZjtSZGCfQRAEQkNDsXTpUixcuNBn81JuuD3nQTfTJ97A8PAwrly5gqGhISQkJHBzNRITE5GYmIiamhpcuHABr7/+usPAQnBwMAoLC3Hu3DnuWGdnJ373u98hIyODG9p65coVdLmoysB2fDhCREQE52Z6swrHHvyZKfwSOcC2Goclsa8CL4DtVsBRfS1f6CssLAz/+te/bO6pqqrChx9+6FWxtBuKnN1dXWiod7+Sxltob29He3s7Zs2ahYiICG5qc2JiIgBgzZo1WLJkCZYuXTruQ+gof8owDBobG9HY2OjWOpwRLioqiitjCwoK8hkh+OkJPhkBx4EX9rgv9nh8t5e1kHxVer7lzcnJGbevnz9/Pt544w2vNc4DNxg5jx91L33CpjdSU1NBEAQuXryIK1eueGxNenp60NPTw4X6WZLGxMSgtrYW9fX1yM7OtiGpN7+Re50MXQoNDbVpi/JVkt1RDpG1po7kSlgL5os9Hn9WKHDdvXUkVyJUyhgVFYUXX3wRr732mlcaGW4YchoNBpSVnXD5+rCwMLzyyisccYCxHGJNTQ3ef/99r5BlZGQE9fX140hqtVo5kmZlZSExMRFXrkysYMIRnJFToVBwX0DsB9Pb4BMQuF7Hyncf7YcJeZKyEOvJ5T+b33HCWk57uZKWlhbB56hUKtx///3YvHnzhNbJxw0TEDp16qRbdZA/+tGPbIjJIi8vD7/5zW/cqjxxBpakZWVl6Ojo4I5brVbU1dVh69at3De7N8APTtkjLCyMsxYsfJVK4Xem8C0TCzaV4kiuxF0kJyeLnrd/tphcSWdnp+ie/d577/VKo8ANQU6r1YqyE8ddvl4ul4vKhqjVahv1N29hZGQEV69eRVlZGdrarmvhxsfH46677sLcuXNt9F4nCrECBHb4rXO8x0QAACAASURBVH0BuK9gtVqhVCptUicsHA0P8iRy6wx8d1lMrsRsNosqzCuVSmRmZnq8nmlJTnf/41ysuoBBNwYNJSYmOg2CuKIyPlHwLSmfpImJibjjjjswd+5cyGSyCX9Ixe6jaRo9PT02e0Bvd6XYu4kkSdoMD+K7lvz9JnB9D+prsJaTv8/lfymePn0aR44cEbw/JSXF8zV4/IRJRnnZKfzljT+i4uwZlz+chw+5lz7p7u52ap1iY2PdeuZEIEbS22+/HUVFRW7XvjoTXw4KCoLBYEBXVxfX0uWLtii+0oB9EQIAG3eXP0jXV1ZTrU4FTdMOO1PYggP+2iiKwvvvv2+T3uLD1ZSWGKYVOQ0GPb76cjO0/Vp88dknLpG0taUZba3ujUsgSVJQsYCFfQGAL8GS9NKlSzZRwPj4eNx2222cMLQrcFb6Fx0dDYVCAZIkYTab0drayg3h8RbYIAu/AogtQmC/CBxV49h3pngTr772Op77xa+Qkjxm8Rx9OfDXxnoVf/7zn7FmzRqbii12mpinmFbR2u3bvoTZfL0NiyXpvt27cM+3V6Co+KZxLs/xYxPrPvnss8+Qn5/vML9IkiRKS0sn9FxP0Nvbi97eXqjVasyaNQvDw8NgGAbh4eG4+eabMTQ0hPr6esHSPkC8bE8ulyM+Pp7TkTUajZBIJBgdHUVVVRXi4+OhUqncGsbjCHxy8Xs17etYSZKETCbjanx9rXa3eMlSLF6yFCdPHMfOr7eju6trXIGEfU5WKpXi1KlTOHfuHObPnw+j0YjW1lavFG9MG3JeralBxdkzDs8JkVSn06HyXMWE3tfX14eXX34Zzz33nE3tq06nwyeffAKNG/pB3kZ7ezveeustwfMLFy4UHDgrZjkjIyO5D/6sWbNgNBoxNDTEWbnu7m709fV5TFL7wAswXu2OX74nNKLeV1h26zew7NZvoLzsFHZu347uni6nciUWiwUXL1706jqmBTnNZjNKSj5zeh2fpHff92309jjfO4qht7cXv/vd76BSqZCRkYHh4WHU1dV51cWbCPjpFkcQC+OLRWojIyNtopIKhQKJiYkIDQ1Ff38/Ojo6vEZS9sPOr68Va2z2ZemeEFhLWl52Cju2f4We7i5BuRJfYFqQc//ePRjWifcf8qHt12L95596LRfZ2dnpsuz/ZEAsSiimMevsiyomJmacgDKb80xNTeV6JT0lKd+FtW9sFnIffSkH4gwsSc+cLsdX276Etq+X+1JhLacv1ub35NRo2nDk8MEJ3evLou2pgtCMShZJSUmIjIx0eK7fSTcOW7YHwEYSkz3mCkldmfNpL0dibzmdyZVMFRbdshiLblmMcxVnsWvHDnR120qseBt+TU6aprG5pMSnSfCJgrUSk+3iHj8uXEyRlJQEgiAEPQZnkVqlUskNtlUoFDb6OPxnipE0JCTEaXUMf8/I38u5I1cylbhp4c24aeHNuHC+El9t24qea1Ir3nZx/Zqcx48egaZ9cqdGO8Ptt9+Ohx9+GHFxcaAoCrW1tdiwYYNNU7WvYDabRWd5Ck0yYyHWLREeHg4ANqRgiSlkFRyR1FUIBYVclSvxBywoKsaComJcvnQJx48empB2sBj8lpyDAwPYu2fXVC/DBnfddZeN/KRMJkNBQQF+//vf4+9//zvKy8t9+v6vv/5a8FxkZCSCg4NF99liBe8xMTEcIQoKCrBkyRL09vbi0qVLTov8+SSlKMqt7YQ9SQliTCuX3fuyXw5JSUmYPXs2ent70e6C1vBkYu68eZg7bx46OtpxYN9eVF0475Xn+i05t2zZIDqybrIhl8vxxBNPODwnk8nw7LPPora21qutXXzo9XpRqc20tDSQJMlZQEcQ+/cMDw8HQRDIycnB2rVrbc5dunQJH3zwgVOFeJlMBplM5rQKibWGrJW2T6cAsKnGmTdvHl5//XXufpIk8cknn+DwYd/KzbiL5OQUPP2jZ71GUr+sELpQeQ7Vl73XIuUNpKWlie4pgoODcfvtt/vs/WJyl3K5HBEREVAoFIJrdLY3joqKgtVqdfg3zJs3D7///e85BQdPwU/qsyVzjkr1gDHirlixwuZ+uVyOZ599FqtWrfLKerwNlqQvvvQKCubOc/v+b9x2O77/6A/8j5yjo6P48sutU72MCcFRi5k3YDabRV3S9PR07oMtFIwRqwwCrnejCN0fFxeHF154wWvpKb4OLb/7w9HwoKysLIfPWL58Ob773e96ZT2+QFKSCs/+5Kcuk/Sbd96JXXv2Y8uXX6GwcL7/kXP7V19CP+x6TnOy0NLS4nQv5Yrq3UTgrE6THQwkFs4Xc0n5ZXNVVVWC16Wnp7vkHchk4mkFftM0azn5OrH2As9nz54VfNbKlSuRkJDgdE1TCWckvfuee7HvwEGUbNyChTffzB33K3I2NNTjdJn3xJ69CZIksXWruEX3RrGzI4hFAVNTUzlXkLV+jiBmednBvQRBOFWL58t0CoEgxK0r2zxtbyHtVd3Z9IlY+kgikeCRRx5xuiZ/AJ+kc+cV4tsr7kfp4aP47IsSLCgqHne935CTokhs3bhhqpchih07duCjjz5ymGurqKhwa4yfqxCbnwmMpU9YqymWYhALVM2dO5fr2RwZGcHHH38seG1cXBzi4uLEF+0E9laT1YnlDw/iX1ddXY3W1lbB5/myt9YXYEn60SefYd48x8OUAT8i54H9+9DdIyyf4S8oLS3Fs88+i/Xr16O3txf19fX46KOP8M477/jkfWIuXVxcHEJCQiCVSiGRSAQjtfYKA/b45S9/iYSEBK4AYNeuXaJpoZiYGNf/AAdg1wvY6sSyv/P7PFmivvnmm4LbiujoaK/OD/UX+EUqpburC/v37pnqZbgMk8mEXbt2Ydcu3+ZhnVX0JCYm2tSeCsFZyV9RURGys7Pxm9/8huuwePfdd2EymRzKsXjakRMbFwuZTGZDNkdVQXwFgt7eXrzwwgtYs2bNuKCUXq93mr6Zjphyy2m1WrFhvfOOkxsR58+L58mMRiMnNiUmJSIWqWWtTnx8PO644w5uvzcyMoJ169bhT3/6E5f0ZxgGH330kceyj/c/8F384U9/RkZWlo11ZN1b9l32ciWtra145plnxll1seKM6Ywpt5ynTp4Q3U/cqDCZTKLlduwUMGCsoJ2NFDvaD4pZ4AULFnCu5O23347jx4/bRFDLyspw6dIlqFQqDA4Oeq2ZQJ2aitf/8AZampux/rNPUd8wFvRitWMdKb9LJBKMjIzg7bffRnp6OlJTU9HZ2Wkj4TKTMKXk1Ol02LXjq6lcgk9g77JNBBcuXBA8J5FIUFhYiIGBAeh0Oi6oUldXB41Gg5SUFMTHx3PXi5Fz3rx5nLVMSEhwKE1JkqTXVMztkZaejpdf+z1ampuxYf1nqK2t5aRJ+Bq2bBCOVX/3tzY+X2BK3dptWzf7ZBTfVMNTYjIMI1pIn52dDalUisjISGRlZSEmJoYj2OjoKOrr6200kMQ0VouKijhZE4vFYlM2B9iOJPAl0tLT8dtXXsPv//AGsrOzuTXYDxTiF8fPdEwZOa9cvoSLVcLWYaaAoigcdXMMRG1treh5draKUqmERCJBXFwc5s+fj+zsbLdVCfgj8iorK8eprk+GLAgfaenp+M3Lv8Nrr/8JWVk53BpYuRJ/bB/0FabErTWZTNi6aeNUvHrSceHCBXR0dODUqVNYunSpy/cIISkpieu1BMDJiRAEwU3S1mq1XNDGWf/jkSNHMGvWLNTU1ODy5cs2s0oc9XJOFsZI+gqaGhuxZVMJNBoNKIqaErmSqUCb1TI15Ny7e6dbIs/TFew4BWCs/C8uLk5QeItFV1eXqHXIysqyqT+Vy+Xjit35QSExl5YgCBw7dowjof1+k5UNmUpkZGbixZdeRWtLCzZtXI+W5uYZqXDBYpihsc0yiGOUfvLJ2drSjKNH/KvVxxegaRoHD9rKq1RUVEAulyM9PV3wPrGig+LiYiQlJWFwcJAjjjPLJlYZFBsbyynH8/OK/EZrb4x/8AZmp6XhP3/zMro6O7Ft62Y0NzWBomcOSSkwOEgOYwepwygz9uU8qeS0Wq3YUPLFZL5yyjA0NOQwSqrRaATJaTAYRJPpjz32GGJiYrB582bOrZXJZIKCXuz7hMCmY/gyIWwZoL119hckqVT4j+d+AZ1Oh4MH9qH81KlpTVIGwCV6BBssA+i22uoNTyo5Dx0sRbcXZOr9HVarFXv37nV4bsGCBYL3ie011Wo1UlNTwTAM8vLyUFNTA5IkHYpe8yE2ri46OtrGUrI/R0REYM6cOdDpdGhra/PLIExUVBQe+d6juPNb90xbknZZSWyw9OMS7bioY9LIqdX2YffOHZP1uilFWVmZw+PFxcWIiIhweI6iKNFk+qOPPgpgLLWRk5ODmpoayOVy0T2hs5K2uLi4cQrqKSkpeO+997jfaZpGSUkJDhw44Jd7PU9JShAEHn5kJcLCJ68218hYsYMcxEFSDyuEtwyTRs4NX3zhF3sXX6OlpcVhxVNsbKxoN4fYcFylUombr/X5sWoH7IAhsf2mswZr9jn8QNDixYttriEIAk888QSKi4vx1ltv+SVBAVuSHjlUipPHj4uSVCaT4XvffxS/XP0C0tKEYwDehBXAMUqPLy0DMDDOvZFJyXOePXMajY3irU8zASRJ4tQpx/2oOTk5EybnypUrOeEr/sRliUQiut8UqwwKCwuzUbNjW7aE1Bzy8/Pxk5/8RPB5/oKoqCh89+GVeOX3f8Dty++AzK63VK5Q4MkfPo3yM+fwznt/nTRiXqVN+MNoBz41a10iJjAJ5DQaDdixfZuvX+MXsI/OssjLy0OIyNhzZ3u622+/HRKJBAqFAlKpFOfOnXMp3ycWqbX/omCJKlYAsWzZMsyfP1/0nf4Ce5IGK0Pwox8/i9NnK/H22nVQ+0hSxh5ahsL75l78X1MXNFZhgTZH8Llb+9WXW2Fw0rI0E9De3u5QCiQyMhJhYWGiVlNMGiQpKQkHDhxAfHw8EhIS0NPTA41GA5lM5pScYtIksbGxNvezWw5nw3hWrlwpul5/A0vSB77z0KTmbM2MFbvIIewlh0CJ7CvF4FNyXq2pFpwMNpPAMAyOHTvm8Fx+fj6CgoIEPxgSiQQ1NTWCz87MzITBYMDw8LDNTFCapkUjtc72hvZfFixRe3p6cPDgQdx5550O78vIyEBISIjP9JJ8hckiJgOgjDJgs2UAQ4xnZY8+c2vNZjM23yAleidPnnR4PDs7GzKZTHQKtliENiQkhJt7wnaHANddULFgkNFJz2VUVJTNFC/+h/ezzz4TdYlnz54t+uwbFU1WM94Y7cS/zH0eExPwITn37d6NgX7xTv6ZAK1W65BgCoUCsbGxsFqtgkEbgiBExavy8/M5SQ+apqFUKm2mKos1WBMiLq89Ge2PkySJl156SXD0Q3e3/8vJTCYGGRr/MvfhjdFONFu912XlE3J2tLfj+PEjvni032H//v0Oj8+fPx8SiURUiFlsViYw1n3CBotYK6lUKrmBP2Lod7LfZHsmhdJber0eq1evxs6dO22Onzhxwmeq9tMNJBjsJHV4eUSDU5T3ZVK8vuekaRqbN22w2fPodDpoNBqYTCao1Wqu5Wm6Q6iih1Vfl8lkgkUHwJianxDy8vJsBrXy/58dxS4GsWCQvUAXn6D8INHY0OIS7NixAwsWLIBWq0VDQ4Poe28EMAAqKSM2WgagZXyX9/U6OctOnURry/XAhU6nQ11dHUfWpqYmdHZ2Ii0tzWMVt6nE6OgoqqurHZ6Ljo5GW1sbYmNjERsb67DH0tlEquzsbJAkKVjX6sxydopM/Prd639ET3cXzp4er7DniKhGo1FwX32jQWO1oMTSj6u070c/epWc/VotdtrJjkRFRaG4uBhdXV3o6uoCRVEwmUy4evUqgoKCIJfLkZqaygkbTxcIubOpqancF5HBYEBVVRViY2Mxe/ZsG6KJCVCzQtFs3ybbX2lvSYVAW62iLnNxUTFiYmPx6A8ex8YN6x2SFMC4oUI3MvTXWrmOUvoJJkbch1f3nFs2Op4MJpPJoFarUVxcjJSUFC4YYTabYTAYUF1djfPnzzuVcPQXNDc3O+yTTExMRFZWFpKTkxEZGck1B/f29trUuWq1WtGJX9/85jc5EvJVCdhSO4IgRC0nTQpHChMSEhBzLXosk8nwb0/8EG+vew8333yL07/7RgQNBgfIYfx2tB1HJpGYgBct54XzlbhaK5yvA67PcUxKSkJLS4uNaNTo6CguXbqE8PBwpKen+61IsNlsFixsZ7VvgoODkZqaipGREbS1tYGiKJvAEF/fxx6LFy/G448/DrPZjPr6ehw9epSL1rJwZskMRuHgRH7B3HHHZDIZ/u2HT+HRx/8NG9d/gbNnva9cPx1xiR7FBks/uuxauSYLXiHn6Ogovty8yeXr5XI5srOzoVar0dzcbBP90+v1uHjxIqKiojB79mzR+R9TAaHa2cLCQk7SUS6XQ6FQQKFQICoqistPAmMSLWI1r48//jiAMYLPnTsXs2bNwoYNGzhlAtbdFUOviFJefr7w6IIAScfQbSWxwTKAi/TUFlp4xa39evtX0Bvcd0mVSiXy8vJQVFQ0bs+p0+lQVVWFmpoap7MlJwvd3d3octCPGhUVxRUaWK3WcVafv9cUK31Tq9UoKCjgitCBMVf5O9/5DoAxi8kwjNPqn34R8ue7MFeEJSnr7kbHeGcup79jhLFio2UAr452TDkxAS9YzsbGBpSdOuHRM4KDg5Gfnw+DwYCmpiab/dng4CAGBweRmJgItVo9ZV35NE3j0KFDDs/NmzeP2wsSBCFY5M4wDBobGwXf8cQTT0AikUCpVHKj10mS5HRoBwYGuGIEIUgkEnR0CI9lF7Oc9mBJarVaceZ0Ofbt2Q3dDNR+sgI4TunxpWUQei9U9ngLHpGTokhs+MJ7oxTCwsJQWFgIvV6PhoYGG9n/7u5u9PT0IDk5GSqVatIV4SoqKhwez8vL4yqArFaraPeJs/QJO5eEP2vTYrGAIAgUFRVh//79TmtEKZoWtKxyudypwJgjSKVSLF6yFItuWYzT5WXYv3fPjCFpHW3Ceks/2tzsGJkMePQJP3jggNNhOxNBeHg4ioqKMDw8jIaGBs6tZRgG7e3t6O7uRlJSElJSUiYlzK/X6x1aPIVCgeTkZJtjYoEsMRmS3NxcNDU1IT8/H1arFRRF2ZTohYeHOx1YBACjI8JbgMysLMid7FfFIJVKsWTpMtyyeMmESZqTm4slS1yTCPUl+hkKmywDOEsJqxNONSZMzr7eXuzfv8+baxmHiIgIFBcXQ6vVgiRJdHV1wWQygaIoaDQatLe3IzIyEunp6U61dDyBUE5z8eLFNiVwYu5md3e3qDhzbm4ujh8/zs2/5HsG9DVr6GwGJwDohh3XwwLuubRimAhJ8wsK8KvVv8b9DzzotLrJlzCDwW6LDnvJIZCTmhhxD7ESGTkhclqtVpR88TmsbgoqhYeH484778Ts2bOhVCrR2NiIU6dOOZ15wbY3JSUlobu7m0tPMAwDnU6H8+fPIyYmBmlpaW4rnjvDlStXHOYk09LSbFxYkiRFVQnE0iezZs2CUqkERVHYtm0bli1bhtzcXJsCdXYwr7M992C/cNmeK8Egd+AKSQsL52P1r/8T9317hVff7S4YAKevtXIN+tG+0h5BkDALiJBd0VLZ4xMiZ3nZSTQ3Cwc2HCE3NxcvvviiDXkKCwvxwAMP4KOPPsKRI0dcek5iYiJmzZqFlpYWDA0NcX2FAwMDGBgY8GrgyGQyCUZX58yZY/N7UFCQoPU2GAyCHR4AbNQFKIrCyZMnUVlZifT0dMTExKC9vR39/f0uufBiX3T5+eNznN6APUn37t6F4psWYvWv/xPf+tbdPnmnO2i2mrHe3I9GL3aM+AIFRHBtqlTxyM9VmVeACbi1er0eX+/Y7tY9cXFx44jJQiaTYdWqVWhraxMd3sOHRCLhtF/1ej1aWlq46qLu7m709fUhISEBKpVK1Jo5g9AXxi233MLlLlkXTazAXSx9EhoaalOgwKZK2HwvC1fkKWmKQr9Im563Lac9WJIuumXxlCvFA8AQQ2OLZQAnfdAx4k2kShXDuVLlT3+ZnFXCP+62879t62aY3Byeeuuttzp1N1esmJjbEx4ejnnz5mHu3LlcMIamaXR1daGyshItLS0TUoxrbW112NmRlJSE2NhYBAcHc3tAmUwmGD2mKEp0/qi9ji0b9LG3ks6aqwGAgbBljY6JQVJSkuj93sJUE5MEg92kDr8dbfdrYkZJCPo2Wfi7bVZLlD0xATct59WaapyvPOf2Ilz5UHjaoRIREYHCwkJotVpoNBqMjo6CYRh0dnait7cXKSkpSEpKcsk1ZF1LR5g3bx5omubqXqVSqWj65OrVq6LvslcVECrTc2VuidhclLy8fNF7ZwIYAOfpEWw096PPh61cnkIOCeYTIUcSpLKVP1Nl9gtd5zI5x3r7Pp/QYlxJtziqvJkI2GhnX18f10NKURRaWlrQ1dUFlUqFhIQE0Q+6/VhzFkVFRdxsERbO5Cl7e3sFzxUWFo47xl+XO/W0AEQH3Bb42KWdanRYLSixDKBaQD3dXzBHqmxNJ4K+/3NVplNxLZfJuXvX1xjWiXfuC6G0tBQrVqwQDNI4GvrjKeLj4xETE4P+/n60traCJEmYzWY0Nzejvb1dsOlbSHYkOjoas2bNgtVq5croAHEXjqRpUUmP3Nxc0bYsd91DsQZrb6VR/A0GxoqvyEEcJof9ODECJEnkI/lE8K9XJ2f93dV7XNpztrY048Qx9wbA8jE4OIh169bZVPywYBgG//znP0XL2iYKgiCQkJCAhQsXIjU1lduzkSSJpqYmVFZWjqvbFctpsuP22DEIEokE4eHhgu+vrRF2afnrAeBUNsQZaJqGRiMsFubrYN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diff --git a/reference/gene_network.html b/reference/gene_network.html
new file mode 100644
index 00000000..c1b6c9f8
--- /dev/null
+++ b/reference/gene_network.html
@@ -0,0 +1,162 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Create a gene association network for genes from a given cluster. The
+selected cluster acts as the receptor for the gene association network, so
+only ligands, receptors, and features associated with the receptor cluster
+will be included in the plot."><title>Create a gene association network — gene_network • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a gene association network — gene_network"><meta property="og:description" content="Create a gene association network for genes from a given cluster. The
+selected cluster acts as the receptor for the gene association network, so
+only ligands, receptors, and features associated with the receptor cluster
+will be included in the plot."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a gene association network</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>gene_network.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Create a gene association network for genes from a given cluster. The
+selected cluster acts as the receptor for the gene association network, so
+only ligands, receptors, and features associated with the receptor cluster
+will be included in the plot.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">gene_network</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  clust <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  OutgoingSignalingClust <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  class_cols <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span>lig <span class="op">=</span> <span class="st">"#FF685F"</span>, rec <span class="op">=</span> <span class="st">"#47a7ff"</span>, feat <span class="op">=</span> <span class="st">"#39C740"</span><span class="op">)</span>,</span>
+<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  lig_scale <span class="op">=</span> <span class="fl">1</span>,</span>
+<span>  layout <span class="op">=</span> <span class="st">"grid"</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>clust</dt>
+<dd><p>Receptor cluster to create the gene association network for. A vector of clusters may be provided.</p></dd>
+
+
+<dt>OutgoingSignalingClust</dt>
+<dd><p>Vector of clusters to plot the outgoing signaling from</p></dd>
+
+
+<dt>class_cols</dt>
+<dd><p>Named vector of colors used to color classes of vertices. Values must be colors and names must be classes ('rec', 'lig', and 'feat' for receptors, ligands, and features.).</p></dd>
+
+
+<dt>cols</dt>
+<dd><p>Named vector of colors for individual genes. Genes not included in this vector will be colored according to class_cols.</p></dd>
+
+
+<dt>lig_scale</dt>
+<dd><p>FALSE or a numeric value to scale the size of ligand vertices based on z-scored expression in the data set.</p></dd>
+
+
+<dt>layout</dt>
+<dd><p>Type of layout to use. Options are 'grid', 'random', 'sphere', 'circle', 'fr' for Fruchterman-Reingold force directed layout, and 'kk' for Kamada Kawai for directed layout.</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to pass to plot() with an igraph object. See igraph manual for options.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>an igraph rendered to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
+<span class="r-in"><span><span class="fu">gene_network</span><span class="op">(</span></span></span>
+<span class="r-in"><span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, clust <span class="op">=</span> <span class="st">"CD8_T_cell"</span>, </span></span>
+<span class="r-in"><span> OutgoingSignalingClust <span class="op">=</span> <span class="st">"CD14_monocyte"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="gene_network-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/ggplot_col_gen.html b/reference/ggplot_col_gen.html
new file mode 100644
index 00000000..f116a564
--- /dev/null
+++ b/reference/ggplot_col_gen.html
@@ -0,0 +1,106 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Accepts a number of colors to generate and generates a ggplot color spectrum."><title>Generate ggplot colors — ggplot_col_gen • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Generate ggplot colors — ggplot_col_gen"><meta property="og:description" content="Accepts a number of colors to generate and generates a ggplot color spectrum."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
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+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Generate ggplot colors</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>ggplot_col_gen.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Accepts a number of colors to generate and generates a ggplot color spectrum.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">ggplot_col_gen</span><span class="op">(</span><span class="va">n</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>n</dt>
+<dd><p>Number of colors to generate</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A vector of colors according to ggplot color generation.</p>
+    </div>
+
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
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diff --git a/reference/incoming_signaling_heatmap.html b/reference/incoming_signaling_heatmap.html
new file mode 100644
index 00000000..a92ade65
--- /dev/null
+++ b/reference/incoming_signaling_heatmap.html
@@ -0,0 +1,171 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
+list of ligands capable of activating its enriched transcription factors. The
+function creates a heatmap of cluster average expression for all of those
+ligands. A list of all cluster incoming signaling matrices can be found in
+the cl_signaling_matrices slot of a domino option as an alternative to this
+plotting function."><title>Create a cluster incoming signaling heatmap — incoming_signaling_heatmap • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a cluster incoming signaling heatmap — incoming_signaling_heatmap"><meta property="og:description" content="Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
+list of ligands capable of activating its enriched transcription factors. The
+function creates a heatmap of cluster average expression for all of those
+ligands. A list of all cluster incoming signaling matrices can be found in
+the cl_signaling_matrices slot of a domino option as an alternative to this
+plotting function."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-news">News</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a cluster incoming signaling heatmap</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>incoming_signaling_heatmap.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a heatmap of a cluster incoming signaling matrix. Each cluster has a
+list of ligands capable of activating its enriched transcription factors. The
+function creates a heatmap of cluster average expression for all of those
+ligands. A list of all cluster incoming signaling matrices can be found in
+the cl_signaling_matrices slot of a domino option as an alternative to this
+plotting function.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">incoming_signaling_heatmap</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  <span class="va">rec_clust</span>,</span>
+<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
+<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
+<span>  scale <span class="op">=</span> <span class="st">"none"</span>,</span>
+<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
+<span>  title <span class="op">=</span> <span class="cn">TRUE</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>rec_clust</dt>
+<dd><p>Which cluster to select as the receptor. Must match naming of clusters in the domino object.</p></dd>
+
+
+<dt>clusts</dt>
+<dd><p>Vector of clusters to be included. If NULL then all clusters are used.</p></dd>
+
+
+<dt>min_thresh</dt>
+<dd><p>Minimum signaling threshold for plotting. Defaults to -Inf for no threshold.</p></dd>
+
+
+<dt>max_thresh</dt>
+<dd><p>Maximum signaling threshold for plotting. Defaults to Inf for no threshold.</p></dd>
+
+
+<dt>scale</dt>
+<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, or 'log' for log10.</p></dd>
+
+
+<dt>normalize</dt>
+<dd><p>Options to normalize the matrix. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
+
+
+<dt>title</dt>
+<dd><p>Either a string to use as the title or a boolean describing whether to include a title. In order to pass the 'main' parameter to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title to FALSE.</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>. Note that to use the 'column_title' parameter of  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code>  you must set title = FALSE</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a Heatmap rendered to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#incoming signaling of the CD8  T cells</span></span></span>
+<span class="r-in"><span><span class="fu">incoming_signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="st">"CD8_T_cell"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="incoming_signaling_heatmap-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
diff --git a/reference/index.html b/reference/index.html
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+++ b/reference/index.html
@@ -0,0 +1,332 @@
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+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
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+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
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+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-index">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Function reference</h1>
+    </div>
+
+    <div class="section level2">
+      <h2 id="domino-classes">Domino Classes<a class="anchor" aria-label="anchor" href="#domino-classes"></a></h2>
+      
+      <p class="section-desc"></p><p>An object class designed to store information used and produced in Domino2 analysis</p>
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="domino-class.html">domino-class</a></code> <code><a href="domino-class.html">domino</a></code> 
+        </dt>
+        <dd>The domino Class</dd>
+      </dl><dl><dt>
+          
+          <code><a href="linkage_summary-class.html">linkage_summary-class</a></code> <code><a href="linkage_summary-class.html">linkage_summary</a></code> 
+        </dt>
+        <dd>The domino linkage summary class</dd>
+      </dl></div><div class="section level2">
+      <h2 id="analysis-functions">Analysis Functions<a class="anchor" aria-label="anchor" href="#analysis-functions"></a></h2>
+      
+      <p class="section-desc"></p><p>Functions for performing cell-cell communication analysis with the Domino2 package</p>
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="create_rl_map_cellphonedb.html">create_rl_map_cellphonedb()</a></code> 
+        </dt>
+        <dd>Create a receptor-ligand map from a cellphonedb signaling database</dd>
+      </dl><dl><dt>
+          
+          <code><a href="create_regulon_list_scenic.html">create_regulon_list_scenic()</a></code> 
+        </dt>
+        <dd>Create a list of genes in regulons inferred by SCENIC</dd>
+      </dl><dl><dt>
+          
+          <code><a href="create_domino.html">create_domino()</a></code> 
+        </dt>
+        <dd>Create a domino object and prepare it for network construction</dd>
+      </dl><dl><dt>
+          
+          <code><a href="build_domino.html">build_domino()</a></code> 
+        </dt>
+        <dd>Calculate a signaling network for a domino object</dd>
+      </dl><dl><dt>
+          
+          <code><a href="summarize_linkages.html">summarize_linkages()</a></code> 
+        </dt>
+        <dd>Summarize linkages from multiple domino objects</dd>
+      </dl><dl><dt>
+          
+          <code><a href="test_differential_linkages.html">test_differential_linkages()</a></code> 
+        </dt>
+        <dd>Statistical test for differential linkages across multiple domino results</dd>
+      </dl></div><div class="section level2">
+      <h2 id="plotting-functions">Plotting Functions<a class="anchor" aria-label="anchor" href="#plotting-functions"></a></h2>
+      
+      <p class="section-desc"></p><p>Functions for visualizing Domino2 analysis results</p>
+
+      
+    </div><div class="section level2">
+      
+      <h3 id="heatmaps">Heatmaps<a class="anchor" aria-label="anchor" href="#heatmaps"></a></h3>
+      
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="cor_heatmap.html">cor_heatmap()</a></code> 
+        </dt>
+        <dd>Create a heatmap of correlation between receptors and transcription factors</dd>
+      </dl><dl><dt>
+          
+          <code><a href="feat_heatmap.html">feat_heatmap()</a></code> 
+        </dt>
+        <dd>Create a heatmap of features organized by cluster</dd>
+      </dl><dl><dt>
+          
+          <code><a href="incoming_signaling_heatmap.html">incoming_signaling_heatmap()</a></code> 
+        </dt>
+        <dd>Create a cluster incoming signaling heatmap</dd>
+      </dl><dl><dt>
+          
+          <code><a href="signaling_heatmap.html">signaling_heatmap()</a></code> 
+        </dt>
+        <dd>Create a network heatmap</dd>
+      </dl></div><div class="section level2">
+      
+      <h3 id="network-plots">Network Plots<a class="anchor" aria-label="anchor" href="#network-plots"></a></h3>
+      
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="gene_network.html">gene_network()</a></code> 
+        </dt>
+        <dd>Create a gene association network</dd>
+      </dl><dl><dt>
+          
+          <code><a href="signaling_network.html">signaling_network()</a></code> 
+        </dt>
+        <dd>Create a cluster to cluster signaling network diagram</dd>
+      </dl></div><div class="section level2">
+      
+      <h3 id="other-plots">Other Plots<a class="anchor" aria-label="anchor" href="#other-plots"></a></h3>
+      
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="circos_ligand_receptor.html">circos_ligand_receptor()</a></code> 
+        </dt>
+        <dd>Plot expression of a receptor's ligands by other cell types as a chord plot</dd>
+      </dl><dl><dt>
+          
+          <code><a href="cor_scatter.html">cor_scatter()</a></code> 
+        </dt>
+        <dd>Create a correlation plot between transcription factor activation score and receptor</dd>
+      </dl><dl><dt>
+          
+          <code><a href="plot_differential_linkages.html">plot_differential_linkages()</a></code> 
+        </dt>
+        <dd>Plot differential linkages among domino results ranked by a comparative statistic</dd>
+      </dl></div><div class="section level2">
+      <h2 id="helper-functions">Helper Functions<a class="anchor" aria-label="anchor" href="#helper-functions"></a></h2>
+      
+      <p class="section-desc"></p><p>Convenience functions for working with Domino2 objects</p>
+
+      
+    </div><div class="section level2">
+      
+      <h3 id="access-functions">Access functions<a class="anchor" aria-label="anchor" href="#access-functions"></a></h3>
+      
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="dom_clusters.html">dom_clusters()</a></code> 
+        </dt>
+        <dd>Access clusters</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_correlations.html">dom_correlations()</a></code> 
+        </dt>
+        <dd>Access correlations</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_counts.html">dom_counts()</a></code> 
+        </dt>
+        <dd>Access counts</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_database.html">dom_database()</a></code> 
+        </dt>
+        <dd>Access database</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_de.html">dom_de()</a></code> 
+        </dt>
+        <dd>Access differential expression</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_info.html">dom_info()</a></code> 
+        </dt>
+        <dd>Access build information</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_linkages.html">dom_linkages()</a></code> 
+        </dt>
+        <dd>Access linkages</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_network_items.html">dom_network_items()</a></code> 
+        </dt>
+        <dd>Access all features, receptors, or ligands present in a signaling network.</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_signaling.html">dom_signaling()</a></code> 
+        </dt>
+        <dd>Access signaling</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_tf_activation.html">dom_tf_activation()</a></code> 
+        </dt>
+        <dd>Access transcription factor activation</dd>
+      </dl><dl><dt>
+          
+          <code><a href="dom_zscores.html">dom_zscores()</a></code> 
+        </dt>
+        <dd>Access z-scores</dd>
+      </dl></div><div class="section level2">
+      
+      <h3 id="misc-utility-functions">Misc. utility functions<a class="anchor" aria-label="anchor" href="#misc-utility-functions"></a></h3>
+      
+
+      
+    </div><div id="" class="section level2">
+      
+      
+      
+
+      <dl><dt>
+          
+          <code><a href="add_rl_column.html">add_rl_column()</a></code> 
+        </dt>
+        <dd>Adds a column to the RL signaling data frame.</dd>
+      </dl><dl><dt>
+          
+          <code><a href="count_linkage.html">count_linkage()</a></code> 
+        </dt>
+        <dd>Count occurrences of linkages across multiple domino results from a linkage summary</dd>
+      </dl><dl><dt>
+          
+          <code><a href="mean_ligand_expression.html">mean_ligand_expression()</a></code> 
+        </dt>
+        <dd>Calculate mean ligand expression as a data.frame for plotting in circos plot</dd>
+      </dl><dl><dt>
+          
+          <code><a href="rename_clusters.html">rename_clusters()</a></code> 
+        </dt>
+        <dd>Renames clusters in a domino object</dd>
+      </dl></div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/lc.html b/reference/lc.html
new file mode 100644
index 00000000..58f33091
--- /dev/null
+++ b/reference/lc.html
@@ -0,0 +1,110 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Helper function to convert from a nested series of lists to a single vector."><title>Pulls all items from a list pooled into a single vector — lc • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Pulls all items from a list pooled into a single vector — lc"><meta property="og:description" content="Helper function to convert from a nested series of lists to a single vector."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
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+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
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+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
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+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
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+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Pulls all items from a list pooled into a single vector</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/processing_fxns.R" class="external-link"><code>R/processing_fxns.R</code></a></small>
+      <div class="d-none name"><code>lc.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Helper function to convert from a nested series of lists to a single vector.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">lc</span><span class="op">(</span><span class="va">list</span>, <span class="va">list_names</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>list</dt>
+<dd><p>List to pull items from</p></dd>
+
+
+<dt>list_names</dt>
+<dd><p>Names of items in list to pool</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A vector contaning all items in the list by list_names</p>
+    </div>
+
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/linkage_summary-class.html b/reference/linkage_summary-class.html
new file mode 100644
index 00000000..bbfabbeb
--- /dev/null
+++ b/reference/linkage_summary-class.html
@@ -0,0 +1,121 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="The linkage summary class contains linkages established in multiple domino
+objects through gene regulatory network inference and reference to receptor-
+ligand data bases. A data frame summarizing meta features that describe the
+domino objects compared in the linkage summary facilitates comparisons of
+established linkages and differential signaling interactions across categorical
+sample covariates."><title>The domino linkage summary class — linkage_summary-class • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="The domino linkage summary class — linkage_summary-class"><meta property="og:description" content="The linkage summary class contains linkages established in multiple domino
+objects through gene regulatory network inference and reference to receptor-
+ligand data bases. A data frame summarizing meta features that describe the
+domino objects compared in the linkage summary facilitates comparisons of
+established linkages and differential signaling interactions across categorical
+sample covariates."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+
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+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
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+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>The domino linkage summary class</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
+      <div class="d-none name"><code>linkage_summary-class.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>The linkage summary class contains linkages established in multiple domino
+objects through gene regulatory network inference and reference to receptor-
+ligand data bases. A data frame summarizing meta features that describe the
+domino objects compared in the linkage summary facilitates comparisons of
+established linkages and differential signaling interactions across categorical
+sample covariates.</p>
+    </div>
+
+
+    <div class="section level2">
+    <h2 id="slots">Slots<a class="anchor" aria-label="anchor" href="#slots"></a></h2>
+    
+
+<dl><dt><code>subject_names</code></dt>
+<dd><p>unique names for each domino result included in the summary</p></dd>
+
+
+<dt><code>subject_meta</code></dt>
+<dd><p>data.frame with each row describing one subject and columns describing features of the subjects by which to draw comparisons of signaling networks</p></dd>
+
+
+<dt><code>subject_linkages</code></dt>
+<dd><p>nested list of linkages inferred for each subject. Lists are stored in a heirarchical structure of subject-cluster-linkage where linkages include transcription factors (tfs), linkages between transcription factors and receptors (tfs_rec), active receptors (rec), possible receptor-ligand interactions (rec_lig), and incoming ligands (incoming_lig)</p></dd>
+
+
+</dl></div>
+
+  </main></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/mean_ligand_expression.html b/reference/mean_ligand_expression.html
new file mode 100644
index 00000000..3f0d8595
--- /dev/null
+++ b/reference/mean_ligand_expression.html
@@ -0,0 +1,134 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a data frame of mean ligand expression for use in plotting a circos
+plot of ligand expression and saving tables of mean expression."><title>Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Calculate mean ligand expression as a data.frame for plotting in circos plot — mean_ligand_expression"><meta property="og:description" content="Creates a data frame of mean ligand expression for use in plotting a circos
+plot of ligand expression and saving tables of mean expression."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
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+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
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+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
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+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
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+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
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+</li>
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+
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+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Calculate mean ligand expression as a data.frame for plotting in circos plot</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/import_fxns.R" class="external-link"><code>R/import_fxns.R</code></a></small>
+      <div class="d-none name"><code>mean_ligand_expression.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a data frame of mean ligand expression for use in plotting a circos
+plot of ligand expression and saving tables of mean expression.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">mean_ligand_expression</span><span class="op">(</span><span class="va">x</span>, <span class="va">ligands</span>, <span class="va">cell_ident</span>, <span class="va">cell_barcodes</span>, <span class="va">destination</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>x</dt>
+<dd><p>Gene by cell expression matrix</p></dd>
+
+
+<dt>ligands</dt>
+<dd><p>Character vector of ligand genes to be quantified</p></dd>
+
+
+<dt>cell_ident</dt>
+<dd><p>Vector of cell type (identity) names for which to calculate mean ligand gene expression</p></dd>
+
+
+<dt>cell_barcodes</dt>
+<dd><p>Vector of cell barcodes (colnames of x) belonging to cell_ident to calculate mean expression across</p></dd>
+
+
+<dt>destination</dt>
+<dd><p>Name of the receptor with which each ligand interacts</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A data frame of ligand expression targeting the specified receptor</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">counts</span> <span class="op">&lt;-</span> <span class="fu"><a href="dom_counts.html">dom_counts</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">mean_exp</span> <span class="op">&lt;-</span> <span class="fu">mean_ligand_expression</span><span class="op">(</span><span class="va">counts</span>,</span></span>
+<span class="r-in"><span> ligands <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"PTPRC"</span>, <span class="st">"FASLG"</span><span class="op">)</span>, cell_ident <span class="op">=</span> <span class="st">"CD14_monocyte"</span>,</span></span>
+<span class="r-in"><span> cell_barcodes <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/colnames.html" class="external-link">colnames</a></span><span class="op">(</span><span class="va">counts</span><span class="op">)</span>, destination <span class="op">=</span> <span class="st">"FAS"</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
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+
diff --git a/reference/plot_differential_linkages.html b/reference/plot_differential_linkages.html
new file mode 100644
index 00000000..5fcf4faa
--- /dev/null
+++ b/reference/plot_differential_linkages.html
@@ -0,0 +1,140 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Plot differential linkages among domino results ranked by a comparative statistic"><title>Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Plot differential linkages among domino results ranked by a comparative statistic — plot_differential_linkages"><meta property="og:description" content="Plot differential linkages among domino results ranked by a comparative statistic"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+      <ul class="navbar-nav me-auto"><li class="nav-item">
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+</li>
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+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
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+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Plot differential linkages among domino results ranked by a comparative statistic</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>plot_differential_linkages.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Plot differential linkages among domino results ranked by a comparative statistic</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">plot_differential_linkages</span><span class="op">(</span></span>
+<span>  <span class="va">differential_linkages</span>,</span>
+<span>  <span class="va">test_statistic</span>,</span>
+<span>  stat_range <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">0</span>, <span class="fl">1</span><span class="op">)</span>,</span>
+<span>  stat_ranking <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"ascending"</span>, <span class="st">"descending"</span><span class="op">)</span>,</span>
+<span>  group_palette <span class="op">=</span> <span class="cn">NULL</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>differential_linkages</dt>
+<dd><p>a data.frame output from the test_differential_linkages function</p></dd>
+
+
+<dt>test_statistic</dt>
+<dd><p>column name of differential_linkages where the test statistic used for ranking linkages is stored (ex. 'p.value')</p></dd>
+
+
+<dt>stat_range</dt>
+<dd><p>a two value vector of the minimum and maximum values of test_statistic for plotting linkage features</p></dd>
+
+
+<dt>stat_ranking</dt>
+<dd><p>'ascending' (lowest value of test statisic is colored red and plotted at the top) or 'descending' (highest value of test statistic is colored red and plotted at the top).</p></dd>
+
+
+<dt>group_palette</dt>
+<dd><p>a named vector of colors to use for each group being compared</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a Heatmap-class object of features ranked by test_statistic annotated with the proportion of subjects that showed active linkage of the features.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="fu">plot_differential_linkages</span><span class="op">(</span></span></span>
+<span class="r-in"><span> differential_linkages <span class="op">=</span> <span class="va">diff_linkages_tiny</span>,</span></span>
+<span class="r-in"><span> test_statistic <span class="op">=</span> <span class="st">"p.value"</span>,</span></span>
+<span class="r-in"><span> stat_ranking <span class="op">=</span> <span class="st">"ascending"</span></span></span>
+<span class="r-in"><span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/print-domino-method.html b/reference/print-domino-method.html
new file mode 100644
index 00000000..846d6ba2
--- /dev/null
+++ b/reference/print-domino-method.html
@@ -0,0 +1,115 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Prints a summary of a domino object"><title>Print domino object — print,domino-method • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Print domino object — print,domino-method"><meta property="og:description" content="Prints a summary of a domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
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+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Print domino object</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
+      <div class="d-none name"><code>print-domino-method.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Prints a summary of a domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for domino</span></span>
+<span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">...</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>x</dt>
+<dd><p>Domino object</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a printed description of the number of cell clusters in the object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/print.html" class="external-link">print</a></span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/rename_clusters.html b/reference/rename_clusters.html
new file mode 100644
index 00000000..ce370dcd
--- /dev/null
+++ b/reference/rename_clusters.html
@@ -0,0 +1,136 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="This function reads in a receptor ligand signaling database, cell level
+features of some kind (ie. output from pySCENIC), z-scored single cell data,
+and cluster id for single cell data, calculates a correlation matrix between
+receptors and other features (this is transcription factor module scores if
+using pySCENIC), and finds features enriched by cluster. It will return a
+domino object prepared for build_domino(), which will calculate a signaling
+network."><title>Renames clusters in a domino object — rename_clusters • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Renames clusters in a domino object — rename_clusters"><meta property="og:description" content="This function reads in a receptor ligand signaling database, cell level
+features of some kind (ie. output from pySCENIC), z-scored single cell data,
+and cluster id for single cell data, calculates a correlation matrix between
+receptors and other features (this is transcription factor module scores if
+using pySCENIC), and finds features enriched by cluster. It will return a
+domino object prepared for build_domino(), which will calculate a signaling
+network."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
+    
+
+    <nav class="navbar fixed-top navbar-light navbar-expand-lg bg-#7DDED2"><div class="container">
+    
+    <a class="navbar-brand me-2" href="../index.html">domino2</a>
+
+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
+
+    
+    <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
+      <span class="navbar-toggler-icon"></span>
+    </button>
+
+    <div id="navbar" class="collapse navbar-collapse ms-3">
+      <ul class="navbar-nav me-auto"><li class="nav-item">
+  <a class="nav-link" href="../articles/domino2.html">Get started</a>
+</li>
+<li class="nav-item dropdown">
+  <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a>
+  <div class="dropdown-menu" aria-labelledby="dropdown-articles">
+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
+<li class="nav-item dropdown">
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+  <div class="dropdown-menu" aria-labelledby="dropdown-news">
+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Renames clusters in a domino object</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
+      <div class="d-none name"><code>rename_clusters.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>This function reads in a receptor ligand signaling database, cell level
+features of some kind (ie. output from pySCENIC), z-scored single cell data,
+and cluster id for single cell data, calculates a correlation matrix between
+receptors and other features (this is transcription factor module scores if
+using pySCENIC), and finds features enriched by cluster. It will return a
+domino object prepared for <code><a href="build_domino.html">build_domino()</a></code>, which will calculate a signaling
+network.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">rename_clusters</span><span class="op">(</span><span class="va">dom</span>, <span class="va">clust_conv</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object to rename clusters in</p></dd>
+
+
+<dt>clust_conv</dt>
+<dd><p>Named vector of conversions from old to new clusters. Values are taken as new clusters IDs and names as old cluster IDs.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A domino object with clusters renamed in all applicable slots.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">new_clust</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"CD8_T_cell"</span> <span class="op">=</span> <span class="st">"CD8+ T Cells"</span>,</span></span>
+<span class="r-in"><span> <span class="st">"CD14_monocyte"</span> <span class="op">=</span> <span class="st">"CD14+ Monocytes"</span>, <span class="st">"B_cell"</span> <span class="op">=</span> <span class="st">"B Cells"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">pbmc_dom_built_tiny</span> <span class="op">&lt;-</span> <span class="fu">rename_clusters</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, <span class="va">new_clust</span><span class="op">)</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/show-domino-method.html b/reference/show-domino-method.html
new file mode 100644
index 00000000..94a3e216
--- /dev/null
+++ b/reference/show-domino-method.html
@@ -0,0 +1,119 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Shows content overview of domino object"><title>Show domino object information — show,domino-method • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Show domino object information — show,domino-method"><meta property="og:description" content="Shows content overview of domino object"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+  <a class="nav-link" href="../reference/index.html">Reference</a>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Show domino object information</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/class_definitions.R" class="external-link"><code>R/class_definitions.R</code></a></small>
+      <div class="d-none name"><code>show-domino-method.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Shows content overview of domino object</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="co"># S4 method for domino</span></span>
+<span><span class="fu">show</span><span class="op">(</span><span class="va">object</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>object</dt>
+<dd><p>Domino object</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a printed description of the number of cells in a domino object and its build status</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span></span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
+<span class="r-in"><span></span></span>
+<span class="r-in"><span><span class="fu">show</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> A domino object of 360 cells</span>
+<span class="r-out co"><span class="r-pr">#&gt;</span> Built with signaling between 3 clusters</span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
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diff --git a/reference/signaling_heatmap.html b/reference/signaling_heatmap.html
new file mode 100644
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+++ b/reference/signaling_heatmap.html
@@ -0,0 +1,155 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a heatmap of the signaling network. Alternatively, the network
+matrix can be accessed directly in the signaling slot of a domino object."><title>Create a network heatmap — signaling_heatmap • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a network heatmap — signaling_heatmap"><meta property="og:description" content="Creates a heatmap of the signaling network. Alternatively, the network
+matrix can be accessed directly in the signaling slot of a domino object."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a network heatmap</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>signaling_heatmap.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a heatmap of the signaling network. Alternatively, the network
+matrix can be accessed directly in the signaling slot of a domino object.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">signaling_heatmap</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
+<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
+<span>  scale <span class="op">=</span> <span class="st">"none"</span>,</span>
+<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>clusts</dt>
+<dd><p>Vector of clusters to be included. If NULL then all clusters are used.</p></dd>
+
+
+<dt>min_thresh</dt>
+<dd><p>Minimum signaling threshold for plotting. Defaults to -Inf for no threshold.</p></dd>
+
+
+<dt>max_thresh</dt>
+<dd><p>Maximum signaling threshold for plotting. Defaults to Inf for no threshold.</p></dd>
+
+
+<dt>scale</dt>
+<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, or 'log' for log10.</p></dd>
+
+
+<dt>normalize</dt>
+<dd><p>Options to normalize the matrix. Normalization is done after thresholding and scaling. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to pass to  <code><a href="https://rdrr.io/pkg/ComplexHeatmap/man/Heatmap.html" class="external-link">ComplexHeatmap::Heatmap()</a></code></p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a Heatmap rendered to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
+<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="signaling_heatmap-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co">#scale</span></span></span>
+<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, scale <span class="op">=</span> <span class="st">"sqrt"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="signaling_heatmap-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co">#normalize</span></span></span>
+<span class="r-in"><span><span class="fu">signaling_heatmap</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, normalize <span class="op">=</span> <span class="st">"rec_norm"</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="signaling_heatmap-3.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
+
+    </footer></div>
+
+  
+
+  
+
+  </body></html>
+
diff --git a/reference/signaling_network-1.png b/reference/signaling_network-1.png
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diff --git a/reference/signaling_network.html b/reference/signaling_network.html
new file mode 100644
index 00000000..d74e9d5b
--- /dev/null
+++ b/reference/signaling_network.html
@@ -0,0 +1,198 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a network diagram of signaling between clusters. Nodes are clusters
+and directed edges indicate signaling from one cluster to another. Edges are
+colored based on the color scheme of the ligand expressing cluster."><title>Create a cluster to cluster signaling network diagram — signaling_network • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Create a cluster to cluster signaling network diagram — signaling_network"><meta property="og:description" content="Creates a network diagram of signaling between clusters. Nodes are clusters
+and directed edges indicate signaling from one cluster to another. Edges are
+colored based on the color scheme of the ligand expressing cluster."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Create a cluster to cluster signaling network diagram</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/plot_fxns.R" class="external-link"><code>R/plot_fxns.R</code></a></small>
+      <div class="d-none name"><code>signaling_network.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a network diagram of signaling between clusters. Nodes are clusters
+and directed edges indicate signaling from one cluster to another. Edges are
+colored based on the color scheme of the ligand expressing cluster.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">signaling_network</span><span class="op">(</span></span>
+<span>  <span class="va">dom</span>,</span>
+<span>  cols <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  edge_weight <span class="op">=</span> <span class="fl">0.3</span>,</span>
+<span>  clusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  showOutgoingSignalingClusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  showIncomingSignalingClusts <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  min_thresh <span class="op">=</span> <span class="op">-</span><span class="cn">Inf</span>,</span>
+<span>  max_thresh <span class="op">=</span> <span class="cn">Inf</span>,</span>
+<span>  normalize <span class="op">=</span> <span class="st">"none"</span>,</span>
+<span>  scale <span class="op">=</span> <span class="st">"sq"</span>,</span>
+<span>  layout <span class="op">=</span> <span class="st">"circle"</span>,</span>
+<span>  scale_by <span class="op">=</span> <span class="st">"rec_sig"</span>,</span>
+<span>  vert_scale <span class="op">=</span> <span class="fl">3</span>,</span>
+<span>  plot_title <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  <span class="va">...</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>dom</dt>
+<dd><p>Domino object with network built (<code><a href="build_domino.html">build_domino()</a></code>)</p></dd>
+
+
+<dt>cols</dt>
+<dd><p>Named vector indicating the colors for clusters. Values are colors and names must match clusters in the domino object. If left as NULL then ggplot colors are generated for the clusters.</p></dd>
+
+
+<dt>edge_weight</dt>
+<dd><p>Weight for determining thickness of edges on plot. Signaling values are multiplied by this value.</p></dd>
+
+
+<dt>clusts</dt>
+<dd><p>Vector of clusters to be included in the network plot.</p></dd>
+
+
+<dt>showOutgoingSignalingClusts</dt>
+<dd><p>Vector of clusters to plot the outgoing signaling from</p></dd>
+
+
+<dt>showIncomingSignalingClusts</dt>
+<dd><p>Vector of clusters to plot the incoming signaling on</p></dd>
+
+
+<dt>min_thresh</dt>
+<dd><p>Minimum signaling threshold. Values lower than the threshold will be set to the threshold. Defaults to -Inf for no threshold.</p></dd>
+
+
+<dt>max_thresh</dt>
+<dd><p>Maximum signaling threshold for plotting. Values higher than the threshold will be set to the threshold. Defaults to Inf for no threshold.</p></dd>
+
+
+<dt>normalize</dt>
+<dd><p>Options to normalize the signaling matrix. Accepted inputs are 'none' for no normalization, 'rec_norm' to normalize to the maximum value with each receptor cluster, or 'lig_norm' to normalize to the maximum value within each ligand cluster</p></dd>
+
+
+<dt>scale</dt>
+<dd><p>How to scale the values (after thresholding). Options are 'none', 'sqrt' for square root, 'log' for log10, or 'sq' for square.</p></dd>
+
+
+<dt>layout</dt>
+<dd><p>Type of layout to use. Options are 'random', 'sphere', 'circle', 'fr' for Fruchterman-Reingold force directed layout, and 'kk' for Kamada Kawai for directed layout.</p></dd>
+
+
+<dt>scale_by</dt>
+<dd><p>How to size vertices. Options are 'lig_sig' for summed outgoing signaling, 'rec_sig' for summed incoming signaling, and 'none'. In the former two cases the values are scaled with asinh after summing all incoming or outgoing signaling.</p></dd>
+
+
+<dt>vert_scale</dt>
+<dd><p>Integer used to scale size of vertices with our without variable scaling from size_verts_by.</p></dd>
+
+
+<dt>plot_title</dt>
+<dd><p>Text for the plot's title.</p></dd>
+
+
+<dt>...</dt>
+<dd><p>Other parameters to be passed to plot when used with an <code>{igraph}</code> object.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>an igraph rendered to the active graphics device</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co">#basic usage</span></span></span>
+<span class="r-in"><span><span class="fu">signaling_network</span><span class="op">(</span><span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="signaling_network-1.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span><span class="co"># scaling, thresholds, layouts, selecting clusters</span></span></span>
+<span class="r-in"><span><span class="fu">signaling_network</span><span class="op">(</span></span></span>
+<span class="r-in"><span> <span class="fu">domino2</span><span class="fu">:::</span><span class="va">pbmc_dom_built_tiny</span>, showOutgoingSignalingClusts <span class="op">=</span> <span class="st">"CD14_monocyte"</span>, </span></span>
+<span class="r-in"><span> scale <span class="op">=</span> <span class="st">"none"</span>, norm <span class="op">=</span> <span class="st">"none"</span>, layout <span class="op">=</span> <span class="st">"fr"</span>, scale_by <span class="op">=</span> <span class="st">"none"</span>, </span></span>
+<span class="r-in"><span> vert_scale <span class="op">=</span> <span class="fl">5</span><span class="op">)</span></span></span>
+<span class="r-plt img"><img src="signaling_network-2.png" alt="" width="700" height="433"></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
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+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
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+
diff --git a/reference/summarize_linkages.html b/reference/summarize_linkages.html
new file mode 100644
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+++ b/reference/summarize_linkages.html
@@ -0,0 +1,126 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates."><title>Summarize linkages from multiple domino objects — summarize_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Summarize linkages from multiple domino objects — summarize_linkages"><meta property="og:description" content="Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates."><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
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+    <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">0.99.1</small>
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+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Summarize linkages from multiple domino objects</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
+      <div class="d-none name"><code>summarize_linkages.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Creates a linkage_summary object storing the linkages learned in different domino objects as nested lists to facilitate comparisons of networks learned by domino across subject covariates.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">summarize_linkages</span><span class="op">(</span><span class="va">domino_results</span>, <span class="va">subject_meta</span>, subject_names <span class="op">=</span> <span class="cn">NULL</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>domino_results</dt>
+<dd><p>list of domino result with one domino object per subject. Names from the list must match subject_names.</p></dd>
+
+
+<dt>subject_meta</dt>
+<dd><p>dataframe that includes the subject features by which the objects could be grouped. The first column should must be subject names</p></dd>
+
+
+<dt>subject_names</dt>
+<dd><p>vector of subject names in domino_results. If NULL, defaults to first column of subject_meta.</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>A linkage summary class object consisting of nested lists of the active transcription factors, active receptors, and incoming ligands for each cluster across multiple domino results.</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="va">meta_df</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span><span class="st">"ID"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"P1"</span>, <span class="st">"P2"</span><span class="op">)</span>, <span class="st">"group"</span> <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"A"</span>, <span class="st">"B"</span><span class="op">)</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="va">dom_ls</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/list.html" class="external-link">list</a></span><span class="op">(</span><span class="st">"P1"</span> <span class="op">=</span> <span class="va">dom1</span>, <span class="st">"P2"</span> <span class="op">=</span> <span class="va">dom2</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="fu">summarize_linkages</span><span class="op">(</span></span></span>
+<span class="r-in"><span> domino_results <span class="op">=</span> <span class="va">dom_ls</span>, subject_meta <span class="op">=</span> <span class="va">meta_df</span>, </span></span>
+<span class="r-in"><span> subject_names <span class="op">=</span> <span class="va">meta_df</span><span class="op">$</span><span class="va">ID</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
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+    </footer></div>
+
+  
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+  
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+  </body></html>
+
diff --git a/reference/table_convert_genes.html b/reference/table_convert_genes.html
new file mode 100644
index 00000000..cecdab95
--- /dev/null
+++ b/reference/table_convert_genes.html
@@ -0,0 +1,122 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Takes a vector of gene inputs and a conversion table  and returns a
+converted gene table"><title>Convert Genes Using Table — table_convert_genes • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Convert Genes Using Table — table_convert_genes"><meta property="og:description" content="Takes a vector of gene inputs and a conversion table  and returns a
+converted gene table"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
+<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
+<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
+<![endif]--></head><body>
+    <a href="#main" class="visually-hidden-focusable">Skip to contents</a>
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+    <a class="dropdown-item" href="../articles/domino_object_vignette.html">Interacting with domino2 Objects</a>
+    <a class="dropdown-item" href="../articles/plotting_vignette.html">Plotting Functions and Options</a>
+  </div>
+</li>
+<li class="active nav-item">
+  <a class="nav-link" href="../reference/index.html">Reference</a>
+</li>
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+    <h6 class="dropdown-header" data-toc-skip>Releases</h6>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.1-alpha">domino2 v0.2.1</a>
+    <a class="external-link dropdown-item" href="https://github.com/FertigLab/domino2/releases/tag/v0.2.2-alpha">domino2 v0.2.2</a>
+    <div class="dropdown-divider"></div>
+    <a class="dropdown-item" href="../news/index.html">Changelog</a>
+  </div>
+</li>
+      </ul><form class="form-inline my-2 my-lg-0" role="search">
+        <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form>
+
+      <ul class="navbar-nav"><li class="nav-item">
+  <a class="external-link nav-link" href="https://github.com/FertigLab/domino2/" aria-label="github">
+    <span class="fab fa fab fa-github fa-lg"></span>
+     
+  </a>
+</li>
+      </ul></div>
+
+    
+  </div>
+</nav><div class="container template-reference-topic">
+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Convert Genes Using Table</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/convenience_fxns.R" class="external-link"><code>R/convenience_fxns.R</code></a></small>
+      <div class="d-none name"><code>table_convert_genes.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Takes a vector of gene inputs and a conversion table  and returns a
+converted gene table</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">table_convert_genes</span><span class="op">(</span><span class="va">genes</span>, <span class="va">from</span>, <span class="va">to</span>, <span class="va">conversion_table</span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>genes</dt>
+<dd><p>The genes to convert.</p></dd>
+
+
+<dt>from</dt>
+<dd><p>Gene symbol type of the input (ENSG, ENSMUSG, HGNC, MGI)</p></dd>
+
+
+<dt>to</dt>
+<dd><p>Desired gene symbol type for the output (HGNC, MGI)</p></dd>
+
+
+<dt>conversion_table</dt>
+<dd><p>A data.frame with column names corresponding to gene symbol types (mm.ens, hs.ens, mgi, hgnc)
+and rows corresponding to the gene symbols themselves</p></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>Data frame of genes with original and corresponding converted symbols</p>
+    </div>
+
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
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diff --git a/reference/test_differential_linkages.html b/reference/test_differential_linkages.html
new file mode 100644
index 00000000..4ef59aa5
--- /dev/null
+++ b/reference/test_differential_linkages.html
@@ -0,0 +1,152 @@
+<!DOCTYPE html>
+<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><meta name="description" content="Statistical test for differential linkages across multiple domino results"><title>Statistical test for differential linkages across multiple domino results — test_differential_linkages • domino2</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Statistical test for differential linkages across multiple domino results — test_differential_linkages"><meta property="og:description" content="Statistical test for differential linkages across multiple domino results"><meta property="og:image" content="https://FertigLab.github.io/domino2/logo.svg"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
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+<div class="row">
+  <main id="main" class="col-md-9"><div class="page-header">
+      <img src="../logo.svg" class="logo" alt=""><h1>Statistical test for differential linkages across multiple domino results</h1>
+      <small class="dont-index">Source: <a href="https://github.com/FertigLab/domino2/blob/HEAD/R/differential_fxns.R" class="external-link"><code>R/differential_fxns.R</code></a></small>
+      <div class="d-none name"><code>test_differential_linkages.Rd</code></div>
+    </div>
+
+    <div class="ref-description section level2">
+    <p>Statistical test for differential linkages across multiple domino results</p>
+    </div>
+
+    <div class="section level2">
+    <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">test_differential_linkages</span><span class="op">(</span></span>
+<span>  <span class="va">linkage_summary</span>,</span>
+<span>  <span class="va">cluster</span>,</span>
+<span>  <span class="va">group.by</span>,</span>
+<span>  linkage <span class="op">=</span> <span class="st">"rec_lig"</span>,</span>
+<span>  subject_names <span class="op">=</span> <span class="cn">NULL</span>,</span>
+<span>  test_name <span class="op">=</span> <span class="st">"fishers.exact"</span></span>
+<span><span class="op">)</span></span></code></pre></div>
+    </div>
+
+    <div class="section level2">
+    <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2>
+    <dl><dt>linkage_summary</dt>
+<dd><p>a linkage_summary object</p></dd>
+
+
+<dt>cluster</dt>
+<dd><p>the name of the cell cluster being compared across multiple domino results</p></dd>
+
+
+<dt>group.by</dt>
+<dd><p>the name of the column in linkage_summary\@subject_meta by which to group subjects for counting.</p></dd>
+
+
+<dt>linkage</dt>
+<dd><p>a stored linkage from the domino object. Can compare ('tfs', 'rec', 'incoming_lig', 'tfs_rec', 'rec_lig')</p></dd>
+
+
+<dt>subject_names</dt>
+<dd><p>a vector of subject_names from the linkage_summary to be compared. If NULL, all subject_names in the linkage summary are included in counting.</p></dd>
+
+
+<dt>test_name</dt>
+<dd><p>the statistical test used for comparison.</p><ul><li><p>'fishers.exact' : Fisher's exact test for the dependence of the proportion of subjects with an active linkage in the cluster on which group the subject belongs to in the group.by variable. Provides an odds ratio, p-value, and a Benjamini-Hochberg FDR-adjusted p-value (p.adj) for each linkage tested.</p></li>
+</ul></dd>
+
+</dl></div>
+    <div class="section level2">
+    <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2>
+    
+
+<p>a data frame of results from the test of the differential linkages. Rows correspond to each linkage tested. Columns correspond to:</p><ul><li><p>'cluster' : the name of the cell cluster being compared</p></li>
+<li><p>'linkage' : the type of linkage being compared</p></li>
+<li><p>'group.by' : the grouping variable</p></li>
+<li><p>'test_name' : the test used for comparison</p></li>
+<li><p>'feature' : individual linkages compared</p></li>
+<li><p>'test statistics' : test statistics provided are based on test method. 'fishers.exact' provides a odds ratio, p-value, and fdr-adjusted p-value.</p></li>
+<li><p>'total_count' : total number of subjects where the linkage is active</p></li>
+<li><p>'X_count' : number of subjects in each category of group.by (X) where the linkage is active</p></li>
+<li><p>'total_n' : number of total subjects compared</p></li>
+<li><p>'X_n' : total number of subjects in each category of group.by (X)</p></li>
+</ul></div>
+
+    <div class="section level2">
+    <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
+    <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="cn">FALSE</span><span class="op">)</span> <span class="op">{</span></span></span>
+<span class="r-in"><span><span class="fu">test_differential_linkages</span><span class="op">(</span>linkage_summary <span class="op">=</span> <span class="va">linkage_ls</span>, cluster <span class="op">=</span> <span class="st">"CD8_T_cell"</span>, </span></span>
+<span class="r-in"><span> group.by <span class="op">=</span> <span class="st">"group"</span>, linkage <span class="op">=</span> <span class="st">"rec_lig"</span>, test_name <span class="op">=</span> <span class="st">"fishers.exact"</span><span class="op">)</span></span></span>
+<span class="r-in"><span><span class="op">}</span></span></span>
+<span class="r-in"><span></span></span>
+</code></pre></div>
+    </div>
+  </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2>
+    </nav></aside></div>
+
+
+    <footer><div class="pkgdown-footer-left">
+  <p></p><p>domino2 is developed by Christopher Cherry, Jacob T Mitchell, Sushma Nagaraj, Kavita Krishnan, Dmitrijs Lvovs.</p>
+</div>
+
+<div class="pkgdown-footer-right">
+  <p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.7.</p>
+</div>
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+  </body></html>
+

From 8433b22c8e8a627037c2b5146ba78cb9d92ea377 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:13:30 -0400
Subject: [PATCH 32/35] rerun devtool document

---
 DESCRIPTION | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/DESCRIPTION b/DESCRIPTION
index 318734c5..936a2453 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -31,7 +31,7 @@ Imports:
 License: GPL-3 | file LICENSE
 Encoding: UTF-8
 LazyData: false
-RoxygenNote: 7.3.1
+RoxygenNote: 7.3.2
 biocViews:
     SystemsBiology,
     SingleCell,

From 80b5cb0577611fcaf3ab746aad3c3bfe1a708ed9 Mon Sep 17 00:00:00 2001
From: Jacob Mitchell <jmitch81@jhmi.edu>
Date: Mon, 1 Jul 2024 17:15:02 -0400
Subject: [PATCH 33/35] remove extranious Rd files

---
 man/CellPhoneDB.Rd | 25 -------------------------
 man/PBMC.Rd        | 24 ------------------------
 man/SCENIC.Rd      | 23 -----------------------
 3 files changed, 72 deletions(-)
 delete mode 100644 man/CellPhoneDB.Rd
 delete mode 100644 man/PBMC.Rd
 delete mode 100644 man/SCENIC.Rd

diff --git a/man/CellPhoneDB.Rd b/man/CellPhoneDB.Rd
deleted file mode 100644
index f981847d..00000000
--- a/man/CellPhoneDB.Rd
+++ /dev/null
@@ -1,25 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/data.R
-\docType{data}
-\name{CellPhoneDB}
-\alias{CellPhoneDB}
-\title{CellPhoneDB subset}
-\format{
-A list of:
-\describe{
-\item{genes_tiny}{A subet of CellPhoneDB gene_input.csv}
-\item{proteins_tiny}{A subset of CellPhoneDB protein_input.csv}
-\item{complexes_tiny}{A subset of CellPhoneDB complex_input.csv}
-\item{interactions_tiny}{A subset of CellPhoneDB interaction_input.csv}
-}
-}
-\source{
-\url{https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz}
-}
-\usage{
-CellPhoneDB
-}
-\description{
-A list of four subsets of CellPhoneDB data.
-}
-\keyword{datasets}
diff --git a/man/PBMC.Rd b/man/PBMC.Rd
deleted file mode 100644
index 93b68356..00000000
--- a/man/PBMC.Rd
+++ /dev/null
@@ -1,24 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/data.R
-\docType{data}
-\name{PBMC}
-\alias{PBMC}
-\title{PBMC RNAseq data subset}
-\format{
-A list of::
-\describe{
-\item{RNA_count_tiny}{A subset of PBMC RNA-seq data: counts assay}
-\item{RNA_zscore_tiny}{A subset of PBMC RNA-seq data: zscore assay}
-\item{clusters_tiny}{A subset of PBMC RNA-seq data: clusters as defined by cell_type}
-}
-}
-\source{
-\url{https://zenodo.org/records/10951634/files/pbmc3k_sce.rds}
-}
-\usage{
-PBMC
-}
-\description{
-A subset of the results of PBMC RNA-seq data.
-}
-\keyword{datasets}
diff --git a/man/SCENIC.Rd b/man/SCENIC.Rd
deleted file mode 100644
index 377585ea..00000000
--- a/man/SCENIC.Rd
+++ /dev/null
@@ -1,23 +0,0 @@
-% Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/data.R
-\docType{data}
-\name{SCENIC}
-\alias{SCENIC}
-\title{SCENIC AUC subset}
-\format{
-A list of:
-\describe{
-\item{auc_tiny}{A subset of SCENIC AUCs}
-\item{regulons_tiny}{A subset of SCENIC regulons}
-}
-}
-\source{
-\url{https://zenodo.org/records/10951634/files}
-}
-\usage{
-SCENIC
-}
-\description{
-A subset of SCENIC AUCs as applied to PBMC data.
-}
-\keyword{datasets}

From 23e43683aaa56dd2d6d20445513bc33d79ab19b2 Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Tue, 2 Jul 2024 06:49:22 -0400
Subject: [PATCH 34/35] add data docs back

---
 man/CellPhoneDB.Rd | 25 +++++++++++++++++++++++++
 man/PBMC.Rd        | 24 ++++++++++++++++++++++++
 man/SCENIC.Rd      | 23 +++++++++++++++++++++++
 3 files changed, 72 insertions(+)
 create mode 100644 man/CellPhoneDB.Rd
 create mode 100644 man/PBMC.Rd
 create mode 100644 man/SCENIC.Rd

diff --git a/man/CellPhoneDB.Rd b/man/CellPhoneDB.Rd
new file mode 100644
index 00000000..f981847d
--- /dev/null
+++ b/man/CellPhoneDB.Rd
@@ -0,0 +1,25 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{CellPhoneDB}
+\alias{CellPhoneDB}
+\title{CellPhoneDB subset}
+\format{
+A list of:
+\describe{
+\item{genes_tiny}{A subet of CellPhoneDB gene_input.csv}
+\item{proteins_tiny}{A subset of CellPhoneDB protein_input.csv}
+\item{complexes_tiny}{A subset of CellPhoneDB complex_input.csv}
+\item{interactions_tiny}{A subset of CellPhoneDB interaction_input.csv}
+}
+}
+\source{
+\url{https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz}
+}
+\usage{
+CellPhoneDB
+}
+\description{
+A list of four subsets of CellPhoneDB data.
+}
+\keyword{datasets}
diff --git a/man/PBMC.Rd b/man/PBMC.Rd
new file mode 100644
index 00000000..93b68356
--- /dev/null
+++ b/man/PBMC.Rd
@@ -0,0 +1,24 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{PBMC}
+\alias{PBMC}
+\title{PBMC RNAseq data subset}
+\format{
+A list of::
+\describe{
+\item{RNA_count_tiny}{A subset of PBMC RNA-seq data: counts assay}
+\item{RNA_zscore_tiny}{A subset of PBMC RNA-seq data: zscore assay}
+\item{clusters_tiny}{A subset of PBMC RNA-seq data: clusters as defined by cell_type}
+}
+}
+\source{
+\url{https://zenodo.org/records/10951634/files/pbmc3k_sce.rds}
+}
+\usage{
+PBMC
+}
+\description{
+A subset of the results of PBMC RNA-seq data.
+}
+\keyword{datasets}
diff --git a/man/SCENIC.Rd b/man/SCENIC.Rd
new file mode 100644
index 00000000..377585ea
--- /dev/null
+++ b/man/SCENIC.Rd
@@ -0,0 +1,23 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{SCENIC}
+\alias{SCENIC}
+\title{SCENIC AUC subset}
+\format{
+A list of:
+\describe{
+\item{auc_tiny}{A subset of SCENIC AUCs}
+\item{regulons_tiny}{A subset of SCENIC regulons}
+}
+}
+\source{
+\url{https://zenodo.org/records/10951634/files}
+}
+\usage{
+SCENIC
+}
+\description{
+A subset of SCENIC AUCs as applied to PBMC data.
+}
+\keyword{datasets}

From 95a9490436c16f56ef3818a7538d451610fc93bd Mon Sep 17 00:00:00 2001
From: dimalvovs <dmitrijs.lvovs@gmail.com>
Date: Tue, 2 Jul 2024 07:12:01 -0400
Subject: [PATCH 35/35] add @usage header to try fix check

---
 R/data.R           | 3 +++
 man/CellPhoneDB.Rd | 2 +-
 man/PBMC.Rd        | 2 +-
 man/SCENIC.Rd      | 2 +-
 4 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/R/data.R b/R/data.R
index dcd24b46..887df41b 100644
--- a/R/data.R
+++ b/R/data.R
@@ -9,6 +9,7 @@
 #' }
 #'
 #' @source <https://zenodo.org/records/10951634/files>
+#' @usage data("SCENIC")
 "SCENIC"
 
 
@@ -24,6 +25,7 @@
 #' }
 #'
 #' @source <https://zenodo.org/records/10951634/files/pbmc3k_sce.rds>
+#' @usage data("PBMC")
 "PBMC"
 
 
@@ -41,4 +43,5 @@
 #' }
 #' 
 #' @source <https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz>
+#' @usage data("CellPhoneDB")
 "CellPhoneDB"
diff --git a/man/CellPhoneDB.Rd b/man/CellPhoneDB.Rd
index f981847d..8dc7607b 100644
--- a/man/CellPhoneDB.Rd
+++ b/man/CellPhoneDB.Rd
@@ -17,7 +17,7 @@ A list of:
 \url{https://github.com/ventolab/cellphonedb-data/archive/refs/tags/v4.0.0.tar.gz}
 }
 \usage{
-CellPhoneDB
+data("CellPhoneDB")
 }
 \description{
 A list of four subsets of CellPhoneDB data.
diff --git a/man/PBMC.Rd b/man/PBMC.Rd
index 93b68356..49039380 100644
--- a/man/PBMC.Rd
+++ b/man/PBMC.Rd
@@ -16,7 +16,7 @@ A list of::
 \url{https://zenodo.org/records/10951634/files/pbmc3k_sce.rds}
 }
 \usage{
-PBMC
+data("PBMC")
 }
 \description{
 A subset of the results of PBMC RNA-seq data.
diff --git a/man/SCENIC.Rd b/man/SCENIC.Rd
index 377585ea..587a691e 100644
--- a/man/SCENIC.Rd
+++ b/man/SCENIC.Rd
@@ -15,7 +15,7 @@ A list of:
 \url{https://zenodo.org/records/10951634/files}
 }
 \usage{
-SCENIC
+data("SCENIC")
 }
 \description{
 A subset of SCENIC AUCs as applied to PBMC data.