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rliger: Linked Inference of Genomic Experimental Relationships

Uses an extension of nonnegative matrix factorization to identify shared and dataset-specific factors. See Welch J, Kozareva V, et al (2019) <doi:10.1016/j.cell.2019.05.006>, and Liu J, Gao C, Sodicoff J, et al (2020) <doi:10.1038/s41596-020-0391-8> for more details.

Version: 2.1.0
Depends: methods, stats, utils, R (≥ 3.5)
Imports: circlize, cli, cowplot, ComplexHeatmap, dplyr, ggplot2, grid, hdf5r, leidenAlg (≥ 1.1.1), lifecycle, magrittr, Matrix, RANN, RColorBrewer, Rcpp, rlang, Rtsne, S4Vectors, scales, uwot, viridis
LinkingTo: Rcpp, RcppArmadillo, RcppProgress
Suggests: AnnotationDbi, DESeq2, DoubletFinder (≥ 2.0.4), EnhancedVolcano, fgsea, GenomicRanges, ggrepel, gprofiler2, IRanges, knitr, org.Hs.eg.db, plotly, psych, RcppPlanc, reactome.db, rmarkdown, sankey, scattermore (≥ 0.7), Seurat, SeuratObject, SingleCellExperiment, SummarizedExperiment, testthat
Published: 2024-10-29
DOI: 10.32614/CRAN.package.rliger
Author: Joshua Welch [aut], Yichen Wang [aut, cre], Chao Gao [aut], Jialin Liu [aut], Joshua Sodicoff [aut, ctb], Velina Kozareva [aut, ctb], Evan Macosko [aut, ctb], Paul Hoffman [ctb], Ilya Korsunsky [ctb], Robert Lee [ctb], Andrew Robbins [ctb]
Maintainer: Yichen Wang <wayichen at umich.edu>
BugReports: https://github.com/welch-lab/liger/issues
License: GPL-3
URL: https://welch-lab.github.io/liger/
NeedsCompilation: yes
Additional_repositories: https://welch-lab.r-universe.dev, https://blaserlab.r-universe.dev
Materials: README NEWS
CRAN checks: rliger results

Documentation:

Reference manual: rliger.pdf
Vignettes: Data integration with LIGER (source, R code)

Downloads:

Package source: rliger_2.1.0.tar.gz
Windows binaries: r-devel: rliger_2.1.0.zip, r-release: rliger_2.1.0.zip, r-oldrel: rliger_2.1.0.zip
macOS binaries: r-release (arm64): rliger_2.1.0.tgz, r-oldrel (arm64): rliger_2.1.0.tgz, r-release (x86_64): rliger_2.1.0.tgz, r-oldrel (x86_64): rliger_2.1.0.tgz
Old sources: rliger archive

Reverse dependencies:

Reverse suggests: scCustomize

Linking:

Please use the canonical form https://CRAN.R-project.org/package=rliger 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.