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Implementation of the scregclust algorithm described in Larsson, Held, et al. (2024) <doi:10.1038/s41467-024-53954-3> which reconstructs regulatory programs of target genes in scRNA-seq data. Target genes are clustered into modules and each module is associated with a linear model describing the regulatory program.
Version: | 0.1.10 |
Depends: | R (≥ 3.5.0) |
Imports: | Matrix, stats, methods, utils, reshape, igraph, graphics, grid, cli, prettyunits, ggplot2, rlang, Rcpp (≥ 1.0.8) |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0), Seurat (≥ 5.0.0), glmGamPoi, hdf5r |
Published: | 2024-11-21 |
DOI: | 10.32614/CRAN.package.scregclust |
Author: | Felix Held [aut, cre], Ida Larsson [aut], Sven Nelander [aut] |
Maintainer: | Felix Held <felix.held at gmail.com> |
BugReports: | https://github.com/scmethods/scregclust/issues |
License: | GPL (≥ 3) |
URL: | https://scmethods.github.io/scregclust/, https://github.com/scmethods/scregclust/ |
NeedsCompilation: | yes |
Citation: | scregclust citation info |
Materials: | README |
CRAN checks: | scregclust results |
Reference manual: | scregclust.pdf |
Vignettes: |
Demonstration of workflow (source, R code) |
Package source: | scregclust_0.1.10.tar.gz |
Windows binaries: | r-devel: scregclust_0.1.10.zip, r-release: scregclust_0.1.10.zip, r-oldrel: scregclust_0.1.10.zip |
macOS binaries: | r-release (arm64): scregclust_0.1.10.tgz, r-oldrel (arm64): scregclust_0.1.10.tgz, r-release (x86_64): scregclust_0.1.10.tgz, r-oldrel (x86_64): scregclust_0.1.10.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.