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DESCRIPTION
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Package: IP4CI
Type: Package
Title: IP4CI: an interpretable pathway-based computational method for cross-species cell-type identification from single cell data
Version: 0.1.0
Author: Rawan Olayan
Maintainer: The package maintainer <rawanolayan@fas.harvard.edu>
Description: More about what it does (maybe more than one line)
Use four spaces when indenting paragraphs within the Description.
License: What license is it under?
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Collate:
'run_packages.R'
'RnamingCTconv.R'
'calcLogFC.R'
'calcSim_avgCT.R'
'createDir.R'
'run_09_detectUnknownCT.R'
'df2obj.R'
'getCommonGenesPerPathway.R'
'getCommonPathways.R'
'getEnrichedGenes.R'
'getMetadataStat.R'
'getOverlapMarkers.R'
'getPathwaysInfo.R'
'jaccard.R'
'mergeMultiFiles.R'
'performMarkersAnalysis.R'
'plotMetadataStat.R'
'plotRankingG.R'
'plotRankingP.R'
'processCCAres_allCT.R'
'processCCAres_perCT.R'
'processObj.R'
'rankPathwaysCorrelation.R'
'rankPathwaysRegression.R'
'runGSEA.R'
'run_00_preprocessData.R'
'run_01_processData.R'
'run_02_gsea.R'
'run_02_gseaFast.R'
'run_03_sampleScoring.R'
'run_04_mergeTwoDatasets.R'
'run_05_CCA.R'
'run_06_similarityCalculation.R'
'run_07_rankPathways.R'
'run_08_rankGenes.R'
'visData.R'
'visObj.R'
'getVariableFeatures.R'
'plotCombineRankingPathways.R'
'checkGexprDensity.R'
'processIntegratedres_allCT.R'
'run_05_dataIntegration.R'
'run_06_similarityCalculationIntegration.R'
'runIP4CI.R'
'runIP4CI_ct.R'
'SubsetObjVarF.R'
'selectCCA.R'
Suggests:
knitr,
rmarkdown
VignetteBuilder: knitr
Imports:
olsrr,
BiocParallel,
devtools,
gridExtra,
matrixStats,
STRINGdb,
corpcor,
mixOmics,
reticulate,
ggplot2,
ggpubr,
RColorBrewer,
psych,
reshape,
Seurat,
ggrepel,
fastICA,
pheatmap,
corrplot,
rbioapi,
PRROC,
ReactomePA,
uwot,
plyr,
org.Mm.eg.db,
org.Hs.eg.db,
reactome.db,
clusterProfiler,
sjmisc,
stringr,
dplyr,
irlba,
ComplexHeatmap