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DESCRIPTION
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DESCRIPTION
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Package: SnapATAC
Version: 1.0.0
Date: 2019-03-28
Title: Single Nucleus Analysis Package for ATAC-Seq
Authors@R: person(given = "Rongxin", family = "Fang", email = "[email protected]", role = c("aut", "cre"))
Description: A fast and accurate analysis toolkit for single cell ATAC-seq. Single cell ATAC-seq can resolve the heterogeneity of a complex tissue and reveal cell-type specific regulatory landscapes. However, the exceeding data sparsity has posed unique challenges for the data analysis. SnapATAC is an end-to-end bioinformatics pipeline for analyzing large-scale single cell ATAC-seq data which includes quality control, normalization, clustering analysis, differential analysis, motif inference and exploration of single cell ATAC-seq sequencing data. See Preissl S, Fang R, et al (2018) <doi:10.1038/s41593-018-0079-3> for more details.
biocViews: Software
URL: https://github.com/r3fang/SnapATAC
BugReports: https://github.com/r3fang/SnapATAC/issues
Depends:
R (>= 3.4.0),
Matrix (>= 1.2.14),
rhdf5 (>= 2.20.0),
methods
Imports:
GenomicRanges,
IRanges,
stats,
raster,
irlba,
Rtsne,
edgeR,
RANN,
scales,
RColorBrewer,
parallel,
foreach,
doParallel,
igraph,
plyr,
bigmemory,
grDevices,
graphics,
utils,
viridis
Suggests:
umap,
chromVAR,
leiden,
lda,
doSNOW
License: GPL-3 | file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
Collate:
'createGmat.R'
'createPmat.R'
'data.R'
'dimReduct-class.R'
'findDARs.R'
'jaccard-class.R'
'kgraph-class.R'
'makeBinary.R'
'utilities.R'
'normJaccard.R'
'plottings-utilities.R'
'plottings.R'
'predictGenePeakPair.R'
'runChromVAR.R'
'runClusters.R'
'runDimReduct.R'
'runHarmony.R'
'runHomer.R'
'runJaccard.R'
'snap-class.R'
'runKNN.R'
'runLDA.R'
'runLDM.R'
'runLSA.R'
'runMACS.R'
'runMagic.R'
'runSnapAddPmat.R'
'runViz.R'
'scaleCountMatrix.R'
'snap-utilities.R'
'snapToSeurat.R'