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scregclust: Reconstructing the Regulatory Programs of Target Genes in scRNA-Seq Data

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 ORCID iD [aut, cre], Ida Larsson ORCID iD [aut], Sven Nelander ORCID iD [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

Documentation:

Reference manual: scregclust.pdf
Vignettes: Demonstration of workflow (source, R code)

Downloads:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=scregclust to link to this page.

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.