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DESCRIPTION
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DESCRIPTION
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Package: singlet
Type: Package
Title: Non-negative Matrix Factorization for single-cell analysis
Version: 0.99.8
Date: 2024-10-15
Author: Zach Debruine <debruinz@gvsu.edu>
Maintainer: Zach Debruine <debruinz@gvsu.edu>
Authors@R: c(person("Zach", "DeBruine",
email = "debruinz@gvsu.edu",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0003-2234-4827")),
person("Tim", "Triche",
email = "trichelab@gmail.com",
role = c("aut"),
comment = c(ORCID = "0000-0001-5665-946X")),
person("Chan Zuckerberg Initiative",
role = c("fnd"),
comment = "https://chanzuckerberg.com/science/programs-resources/single-cell-biology/data-insights/efficient-data-structures-for-single-cell-data-integration/"))
Description: Fast NMF with automatic rank-determination for dimension reduction of single-cell data using Seurat, RcppML nmf, SingleCellExperiments and similar.
License: GPL (>= 2)
Depends:
Seurat,
RcppML,
dplyr,
RcppEigen
Imports:
Matrix,
methods,
stats,
knitr,
ggplot2,
limma,
reshape2,
utils,
fgsea,
msigdbr,
RcppML,
statmod
LinkingTo:
Rcpp,
RcppEigen
Suggests:
rmarkdown,
devtools,
cowplot,
viridis,
testthat (>= 3.0.0),
SingleCellExperiment,
rWikiPathways,
plotly,
igvR
VignetteBuilder: knitr
RoxygenNote: 7.3.2
Config/testthat/edition: 3
URL: https://github.com/zdebruine/singlet
LazyData: true
BugReports: https://github.com/zdebruine/singlet/issues
Encoding: UTF-8