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DESCRIPTION
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DESCRIPTION
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Package: bayesHVG
Type: Package
Title: Identify Highly Variable Genes via Bayesian Inference
Version: 0.0.3
Authors@R: c(person(given = c("Jack", "R."), family = "Leary", email = "[email protected]", role = c("aut", "cre"), comment = c(ORCID = "0009-0004-8821-3269")))
Description: The bayesHVG method implements efficient highly variable gene (HVG) identification in scRNA-seq data using Bayesian hierarchical models fit via variational inference.
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends:
cmdstanr,
magrittr,
R (>= 3.5.0)
Imports:
brms,
withr,
rlang,
stats,
tidyr,
dplyr,
Seurat,
parallel,
S4Vectors,
posterior,
tidyselect,
BiocGenerics,
sparseMatrixStats,
SingleCellExperiment
Suggests:
testthat (>= 3.0.0)
Additional_repositories: https://mc-stan.org/r-packages/
URL: https://github.com/jr-leary7/bayesHVG
BugReports: https://github.com/jr-leary7/bayesHVG/issues
VignetteBuilder: knitr
Config/testthat/edition: 3