diff --git a/natural-language-processing/topic-modeling/poetry.lock b/natural-language-processing/topic-modeling/poetry.lock
index 13ffd18..ee969fd 100644
--- a/natural-language-processing/topic-modeling/poetry.lock
+++ b/natural-language-processing/topic-modeling/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "anyio"
 version = "3.6.2"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
 optional = false
 python-versions = ">=3.6.2"
 files = [
@@ -25,7 +24,6 @@ trio = ["trio (>=0.16,<0.22)"]
 name = "appnope"
 version = "0.1.3"
 description = "Disable App Nap on macOS >= 10.9"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -37,7 +35,6 @@ files = [
 name = "argon2-cffi"
 version = "21.3.0"
 description = "The secure Argon2 password hashing algorithm."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -57,7 +54,6 @@ tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
 name = "argon2-cffi-bindings"
 version = "21.2.0"
 description = "Low-level CFFI bindings for Argon2"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -95,7 +91,6 @@ tests = ["pytest"]
 name = "arrow"
 version = "1.2.3"
 description = "Better dates & times for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -110,7 +105,6 @@ python-dateutil = ">=2.7.0"
 name = "asttokens"
 version = "2.2.1"
 description = "Annotate AST trees with source code positions"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -128,7 +122,6 @@ test = ["astroid", "pytest"]
 name = "attrs"
 version = "22.2.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -147,7 +140,6 @@ tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy
 name = "babel"
 version = "2.11.0"
 description = "Internationalization utilities"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -162,7 +154,6 @@ pytz = ">=2015.7"
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -174,7 +165,6 @@ files = [
 name = "beautifulsoup4"
 version = "4.11.1"
 description = "Screen-scraping library"
-category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -193,7 +183,6 @@ lxml = ["lxml"]
 name = "bleach"
 version = "5.0.1"
 description = "An easy safelist-based HTML-sanitizing tool."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -213,7 +202,6 @@ dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0
 name = "blis"
 version = "0.7.9"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -254,7 +242,6 @@ numpy = ">=1.15.0"
 name = "catalogue"
 version = "2.0.8"
 description = "Super lightweight function registries for your library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -264,21 +251,19 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
-    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
 ]
 
 [[package]]
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -355,7 +340,6 @@ pycparser = "*"
 name = "charset-normalizer"
 version = "2.1.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.6.0"
 files = [
@@ -370,7 +354,6 @@ unicode-backport = ["unicodedata2"]
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -385,7 +368,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -397,7 +379,6 @@ files = [
 name = "comm"
 version = "0.1.2"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -415,7 +396,6 @@ test = ["pytest"]
 name = "confection"
 version = "0.0.3"
 description = "The sweetest config system for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -431,7 +411,6 @@ srsly = ">=2.4.0,<3.0.0"
 name = "contourpy"
 version = "1.0.6"
 description = "Python library for calculating contours of 2D quadrilateral grids"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -520,7 +499,6 @@ test-no-codebase = ["Pillow", "matplotlib", "pytest"]
 name = "cycler"
 version = "0.11.0"
 description = "Composable style cycles"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -532,7 +510,6 @@ files = [
 name = "cymem"
 version = "2.0.7"
 description = "Manage calls to calloc/free through Cython"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -570,7 +547,6 @@ files = [
 name = "debugpy"
 version = "1.6.4"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -598,7 +574,6 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -610,7 +585,6 @@ files = [
 name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -622,7 +596,6 @@ files = [
 name = "entrypoints"
 version = "0.4"
 description = "Discover and load entry points from installed packages."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -634,7 +607,6 @@ files = [
 name = "executing"
 version = "1.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -649,7 +621,6 @@ tests = ["asttokens", "littleutils", "pytest", "rich"]
 name = "fastjsonschema"
 version = "2.16.2"
 description = "Fastest Python implementation of JSON schema"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -664,7 +635,6 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 name = "fonttools"
 version = "4.38.0"
 description = "Tools to manipulate font files"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -690,7 +660,6 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 name = "fqdn"
 version = "1.5.1"
 description = "Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
 files = [
@@ -702,7 +671,6 @@ files = [
 name = "fst-pso"
 version = "1.8.1"
 description = "Fuzzy Self-Tuning PSO global optimization library"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -717,7 +685,6 @@ numpy = "*"
 name = "funcy"
 version = "1.17"
 description = "A fancy and practical functional tools"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -729,7 +696,6 @@ files = [
 name = "future"
 version = "0.18.3"
 description = "Clean single-source support for Python 3 and 2"
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -740,7 +706,6 @@ files = [
 name = "fuzzytm"
 version = "2.0.5"
 description = "A Python package for Fuzzy Topic Models"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -758,7 +723,6 @@ scipy = "*"
 name = "gensim"
 version = "4.3.0"
 description = "Python framework for fast Vector Space Modelling"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -797,7 +761,6 @@ test-win = ["POT", "cython", "mock", "nmslib", "pytest", "pytest-cov", "testfixt
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -809,7 +772,6 @@ files = [
 name = "importlib-metadata"
 version = "5.2.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -829,7 +791,6 @@ testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packag
 name = "ipykernel"
 version = "6.19.4"
 description = "IPython Kernel for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -860,7 +821,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 name = "ipython"
 version = "8.10.0"
 description = "IPython: Productive Interactive Computing"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -899,7 +859,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 name = "ipython-genutils"
 version = "0.2.0"
 description = "Vestigial utilities from IPython"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -911,7 +870,6 @@ files = [
 name = "isoduration"
 version = "20.11.0"
 description = "Operations with ISO 8601 durations"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -926,7 +884,6 @@ arrow = ">=0.15.0"
 name = "jedi"
 version = "0.18.2"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -946,7 +903,6 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -964,7 +920,6 @@ i18n = ["Babel (>=2.7)"]
 name = "joblib"
 version = "1.2.0"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -976,7 +931,6 @@ files = [
 name = "json5"
 version = "0.9.10"
 description = "A Python implementation of the JSON5 data format."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -991,7 +945,6 @@ dev = ["hypothesis"]
 name = "jsonpointer"
 version = "2.3"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1003,7 +956,6 @@ files = [
 name = "jsonschema"
 version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1031,7 +983,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jupyter-client"
 version = "7.4.8"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1056,7 +1007,6 @@ test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-com
 name = "jupyter-core"
 version = "5.1.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1077,7 +1027,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 name = "jupyter-events"
 version = "0.5.0"
 description = "Jupyter Event System library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1099,7 +1048,6 @@ test = ["click", "coverage", "pre-commit", "pytest (>=6.1.0)", "pytest-asyncio (
 name = "jupyter-server"
 version = "2.0.5"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1112,7 +1060,7 @@ anyio = ">=3.1.0,<4"
 argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 jupyter-events = ">=0.4.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
@@ -1135,7 +1083,6 @@ test = ["ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "
 name = "jupyter-server-terminals"
 version = "0.4.3"
 description = "A Jupyter Server Extension Providing Terminals."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1155,7 +1102,6 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
 name = "jupyterlab"
 version = "3.5.2"
 description = "JupyterLab computational environment"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1182,7 +1128,6 @@ test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "
 name = "jupyterlab-pygments"
 version = "0.2.2"
 description = "Pygments theme using JupyterLab CSS variables"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1194,7 +1139,6 @@ files = [
 name = "jupyterlab-server"
 version = "2.16.6"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1223,7 +1167,6 @@ typing = ["mypy (>=0.990)"]
 name = "kiwisolver"
 version = "1.4.4"
 description = "A fast implementation of the Cassowary constraint solver"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1301,7 +1244,6 @@ files = [
 name = "langcodes"
 version = "3.3.0"
 description = "Tools for labeling human languages with IETF language tags"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1316,7 +1258,6 @@ data = ["language-data (>=1.1,<2.0)"]
 name = "markupsafe"
 version = "2.1.1"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1366,7 +1307,6 @@ files = [
 name = "matplotlib"
 version = "3.6.2"
 description = "Python plotting package"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1428,7 +1368,6 @@ python-dateutil = ">=2.7"
 name = "matplotlib-inline"
 version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1443,7 +1382,6 @@ traitlets = "*"
 name = "miniful"
 version = "0.0.6"
 description = "Minimal Fuzzy Library"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1458,7 +1396,6 @@ scipy = ">=1.0.0"
 name = "mistune"
 version = "2.0.4"
 description = "A sane Markdown parser with useful plugins and renderers"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1470,7 +1407,6 @@ files = [
 name = "murmurhash"
 version = "1.0.9"
 description = "Cython bindings for MurmurHash"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1508,7 +1444,6 @@ files = [
 name = "nbclassic"
 version = "0.4.8"
 description = "A web-based notebook environment for interactive computing"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1544,7 +1479,6 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-playwright", "pytes
 name = "nbclient"
 version = "0.7.2"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1554,7 +1488,7 @@ files = [
 
 [package.dependencies]
 jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 nbformat = ">=5.1"
 traitlets = ">=5.3"
 
@@ -1567,7 +1501,6 @@ test = ["ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "pytest (>=
 name = "nbconvert"
 version = "7.2.7"
 description = "Converting Jupyter Notebooks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1606,7 +1539,6 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 name = "nbformat"
 version = "5.7.1"
 description = "The Jupyter Notebook format"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1628,7 +1560,6 @@ test = ["pep440", "pre-commit", "pytest", "testpath"]
 name = "nest-asyncio"
 version = "1.5.6"
 description = "Patch asyncio to allow nested event loops"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1640,7 +1571,6 @@ files = [
 name = "nltk"
 version = "3.8"
 description = "Natural Language Toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1666,7 +1596,6 @@ twitter = ["twython"]
 name = "notebook"
 version = "6.5.2"
 description = "A web-based notebook environment for interactive computing"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1701,7 +1630,6 @@ test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixs
 name = "notebook-shim"
 version = "0.2.2"
 description = "A shim layer for notebook traits and config"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1719,7 +1647,6 @@ test = ["pytest", "pytest-console-scripts", "pytest-tornasync"]
 name = "numexpr"
 version = "2.8.4"
 description = "Fast numerical expression evaluator for NumPy"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1762,7 +1689,6 @@ numpy = ">=1.13.3"
 name = "numpy"
 version = "1.24.0"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1800,7 +1726,6 @@ files = [
 name = "packaging"
 version = "22.0"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1812,7 +1737,6 @@ files = [
 name = "pandas"
 version = "1.5.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1857,7 +1781,6 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 name = "pandocfilters"
 version = "1.5.0"
 description = "Utilities for writing pandoc filters in python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1869,7 +1792,6 @@ files = [
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1885,7 +1807,6 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pathy"
 version = "0.10.1"
 description = "pathlib.Path subclasses for local and cloud bucket storage"
-category = "main"
 optional = false
 python-versions = ">= 3.6"
 files = [
@@ -1908,7 +1829,6 @@ test = ["mock", "pytest", "pytest-coverage", "typer-cli"]
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1923,7 +1843,6 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1935,7 +1854,6 @@ files = [
 name = "pillow"
 version = "9.3.0"
 description = "Python Imaging Library (Fork)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2010,7 +1928,6 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa
 name = "platformdirs"
 version = "2.6.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2026,7 +1943,6 @@ test = ["appdirs (==1.4.4)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock
 name = "preshed"
 version = "3.0.8"
 description = "Cython hash table that trusts the keys are pre-hashed"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2068,7 +1984,6 @@ murmurhash = ">=0.28.0,<1.1.0"
 name = "prometheus-client"
 version = "0.15.0"
 description = "Python client for the Prometheus monitoring system."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2083,7 +1998,6 @@ twisted = ["twisted"]
 name = "prompt-toolkit"
 version = "3.0.36"
 description = "Library for building powerful interactive command lines in Python"
-category = "main"
 optional = false
 python-versions = ">=3.6.2"
 files = [
@@ -2098,7 +2012,6 @@ wcwidth = "*"
 name = "psutil"
 version = "5.9.4"
 description = "Cross-platform lib for process and system monitoring in Python."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2125,7 +2038,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2137,7 +2049,6 @@ files = [
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2152,7 +2063,6 @@ tests = ["pytest"]
 name = "py"
 version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2164,7 +2074,6 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -2176,7 +2085,6 @@ files = [
 name = "pydantic"
 version = "1.10.2"
 description = "Data validation and settings management using python type hints"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2229,7 +2137,6 @@ email = ["email-validator (>=1.0.3)"]
 name = "pyfume"
 version = "0.2.25"
 description = "A Python package for fuzzy model estimation"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2247,7 +2154,6 @@ simpful = "*"
 name = "pygments"
 version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2262,7 +2168,6 @@ plugins = ["importlib-metadata"]
 name = "pyldavis"
 version = "3.3.1"
 description = "Interactive topic model visualization. Port of the R package."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2287,7 +2192,6 @@ sklearn = "*"
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -2302,7 +2206,6 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyrsistent"
 version = "0.19.2"
 description = "Persistent/Functional/Immutable data structures"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2334,7 +2237,6 @@ files = [
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2349,7 +2251,6 @@ six = ">=1.5"
 name = "python-json-logger"
 version = "2.0.4"
 description = "A python library adding a json log formatter"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2361,7 +2262,6 @@ files = [
 name = "pytz"
 version = "2022.7"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2373,7 +2273,6 @@ files = [
 name = "pywin32"
 version = "305"
 description = "Python for Window Extensions"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2397,7 +2296,6 @@ files = [
 name = "pywinpty"
 version = "2.0.9"
 description = "Pseudo terminal support for Windows from Python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2413,7 +2311,6 @@ files = [
 name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2463,7 +2360,6 @@ files = [
 name = "pyzmq"
 version = "24.0.1"
 description = "Python bindings for 0MQ"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2551,7 +2447,6 @@ py = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "regex"
 version = "2022.10.31"
 description = "Alternative regular expression module, to replace re."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2649,7 +2544,6 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2671,7 +2565,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rfc3339-validator"
 version = "0.1.4"
 description = "A pure python RFC3339 validator"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2686,7 +2579,6 @@ six = "*"
 name = "rfc3986-validator"
 version = "0.1.1"
 description = "Pure python rfc3986 validator"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -2698,7 +2590,6 @@ files = [
 name = "scikit-learn"
 version = "1.2.0"
 description = "A set of python modules for machine learning and data mining"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2741,7 +2632,6 @@ tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.3)", "mypy (
 name = "scipy"
 version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2780,7 +2670,6 @@ test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "sciki
 name = "send2trash"
 version = "1.8.0"
 description = "Send file to trash natively under Mac OS X, Windows and Linux."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2797,7 +2686,6 @@ win32 = ["pywin32"]
 name = "setuptools"
 version = "65.6.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2814,7 +2702,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 name = "simpful"
 version = "2.9.0"
 description = "A user-friendly Python library for fuzzy logic"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2831,7 +2718,6 @@ scipy = ">=1.0.0"
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2843,7 +2729,6 @@ files = [
 name = "sklearn"
 version = "0.0.post1"
 description = "deprecated sklearn package, use scikit-learn instead"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2854,7 +2739,6 @@ files = [
 name = "smart-open"
 version = "6.3.0"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
-category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -2876,7 +2760,6 @@ webhdfs = ["requests"]
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2888,7 +2771,6 @@ files = [
 name = "soupsieve"
 version = "2.3.2.post1"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2900,7 +2782,6 @@ files = [
 name = "spacy"
 version = "3.4.4"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2987,7 +2868,6 @@ transformers = ["spacy-transformers (>=1.1.2,<1.2.0)"]
 name = "spacy-legacy"
 version = "3.0.10"
 description = "Legacy registered functions for spaCy backwards compatibility"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2999,7 +2879,6 @@ files = [
 name = "spacy-loggers"
 version = "1.0.4"
 description = "Logging utilities for SpaCy"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3011,7 +2890,6 @@ files = [
 name = "srsly"
 version = "2.4.5"
 description = "Modern high-performance serialization utilities for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3052,7 +2930,6 @@ catalogue = ">=2.0.3,<2.1.0"
 name = "stack-data"
 version = "0.6.2"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3072,7 +2949,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 name = "terminado"
 version = "0.17.1"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3093,7 +2969,6 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 name = "thinc"
 version = "8.1.6"
 description = "A refreshing functional take on deep learning, compatible with your favorite libraries"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3169,7 +3044,6 @@ torch = ["torch (>=1.6.0)"]
 name = "threadpoolctl"
 version = "3.1.0"
 description = "threadpoolctl"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3181,7 +3055,6 @@ files = [
 name = "tinycss2"
 version = "1.2.1"
 description = "A tiny CSS parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3200,7 +3073,6 @@ test = ["flake8", "isort", "pytest"]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3212,7 +3084,6 @@ files = [
 name = "tornado"
 version = "6.3.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -3233,7 +3104,6 @@ files = [
 name = "tqdm"
 version = "4.64.1"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
@@ -3254,7 +3124,6 @@ telegram = ["requests"]
 name = "traitlets"
 version = "5.8.0"
 description = "Traitlets Python configuration system"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3270,7 +3139,6 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 name = "typer"
 version = "0.7.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3291,7 +3159,6 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 name = "typing-extensions"
 version = "4.4.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3303,7 +3170,6 @@ files = [
 name = "uri-template"
 version = "1.2.0"
 description = "RFC 6570 URI Template Processor"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3318,7 +3184,6 @@ dev = ["flake8 (<4.0.0)", "flake8-annotations", "flake8-bugbear", "flake8-commas
 name = "urllib3"
 version = "1.26.13"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -3335,7 +3200,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "wasabi"
 version = "0.10.1"
 description = "A lightweight console printing and formatting toolkit"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3347,7 +3211,6 @@ files = [
 name = "wcwidth"
 version = "0.2.5"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3359,7 +3222,6 @@ files = [
 name = "webcolors"
 version = "1.12"
 description = "A library for working with color names and color values formats defined by HTML and CSS."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3371,7 +3233,6 @@ files = [
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3383,7 +3244,6 @@ files = [
 name = "websocket-client"
 version = "1.4.2"
 description = "WebSocket client for Python with low level API options"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3400,7 +3260,6 @@ test = ["websockets"]
 name = "wordcloud"
 version = "1.8.2.2"
 description = "A little word cloud generator"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3463,7 +3322,6 @@ pillow = "*"
 name = "zipp"
 version = "3.11.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [