Package: projectR 1.23.0

Genevieve Stein-OBrien

projectR: Functions for the projection of weights from PCA, CoGAPS, NMF, correlation, and clustering

Functions for the projection of data into the spaces defined by PCA, CoGAPS, NMF, correlation, and clustering.

Authors:Gaurav Sharma, Charles Shin, Jared Slosberg, Loyal Goff, Genevieve Stein-O'Brien

projectR_1.23.0.tar.gz
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projectR.pdf |projectR.html
projectR/json (API)

# Install 'projectR' in R:
install.packages('projectR', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/genesofeve/projectr/issues

Datasets:
  • AP.RNAseq6l3c3t - CoGAPS patterns and genes weights for p.RNAseq6l3c3t
  • CR.RNAseq6l3c3t - CogapsResult object for p.RNAseq6l3c3t
  • cr_microglial - CogapsResult object for microglial_counts
  • glial_counts - Log-normalized count data from astrocytes and oligodendrocytes in the p6 mouse cortex.
  • map.ESepiGen4c1l - RNAseqing and ChIPSeq of matched genes in differentiated human iPS cells
  • map.RNAseq6l3c3t - RNAseqing from human 3 iPS & 3 ES cell lines in 3 experimental condition at 3 time points
  • microglial_counts - Log-normalized count data from microglial cells in the p6 mouse cortex.
  • multivariateAnalysisR_seurat_test - Truncated Seurat Object with latent space projection done to unspecified cells in different stages for multivariateAnalysisR analysis
  • p.ESepiGen4c1l - RNAseqing and ChIPSeq of matched genes in differentiated human iPS cells
  • p.RNAseq6l3c3t - RNAseqing from human 3 iPS & 3 ES cell lines in 3 experimental condition at 3 time points
  • pd.ESepiGen4c1l - RNAseqing and ChIPSeq of matched genes in differentiated human iPS cells
  • pd.RNAseq6l3c3t - RNAseqing from human 3 iPS & 3 ES cell lines in 3 experimental condition at 3 time points
  • retinal_patterns - CoGAPS patterns learned from the developing mouse retina.

On BioConductor:projectR-1.23.0(bioc 3.21)projectR-1.22.0(bioc 3.20)

functionalpredictiongeneregulationbiologicalquestionsoftware

8.64 score 62 stars 67 scripts 177 downloads 2 mentions 16 exports 93 dependencies

Last updated 23 days agofrom:6cc9b37b28. Checks:OK: 1 NOTE: 4 WARNING: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winNOTEOct 31 2024
R-4.5-linuxNOTEOct 31 2024
R-4.4-winNOTEOct 31 2024
R-4.4-macWARNINGOct 31 2024
R-4.3-winNOTEOct 31 2024
R-4.3-macWARNINGOct 31 2024

Exports:alluvialMataucMatcluster2patternclusterPlotRcorrelateRgeneMatchRgetTSNEgetUMAPintersectoRmultivariateAnalysisRpdVolcanoplotConfidenceIntervalsplotVolcanoprojectionDriveRprojectRrotatoR

Dependencies:askpassbabelgeneBHBiobaseBiocGenericsBiocManagerBiocParallelbitopscaToolscliclustercodetoolscolorspacecowplotcpp11data.tabledigestdoParalleldplyrfansifarverfastmatchfgseaforeachformatRfutile.loggerfutile.optionsgenericsggalluvialggplot2ggrepelgluegplotsgridBasegridExtragtablegtoolshereisobanditeratorsjsonliteKernSmoothlabelinglambda.rlatticelazyevallifecyclelimmamagrittrMASSMatrixMatrixModelsmgcvmsigdbrmunsellnlmeNMFopensslpillarpkgconfigplyrpngpurrrR6rappdirsRColorBrewerRcppRcppEigenRcppTOMLregistryreshape2reticulaterlangrngtoolsROCRrprojrootRSpectrascalessnowstatmodstringistringrsystibbletidyrtidyselecttsneumaputf8vctrsviridisviridisLitewithr

projectR Vignette

Rendered fromprojectR.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2024-02-21
Started: 2017-10-05

Readme and manuals

Help Manual

Help pageTopics
alluvialMatalluvialMat
CoGAPS patterns and genes weights for p.RNAseq6l3c3tAP.RNAseq6l3c3t
aucMataucMat
bonferroniCorrectedDifferencesbonferroniCorrectedDifferences
Generic cluster2pattern functioncluster2pattern cluster2pattern,character-method cluster2pattern,hclust-method cluster2pattern,kmeans-method cluster2pattern,numeric-method
cluster2patterncluster2pattern-class
Generic clusterPlotR functionclusterPlotR clusterPlotR,ANY,hclust-method clusterPlotR,ANY,kmeans-method
correlateRcorrelateR
correlateRcorrelateR-class
CogapsResult object for microglial_countscr_microglial
CogapsResult object for p.RNAseq6l3c3tCR.RNAseq6l3c3t
Generic geneMatchR functiongeneMatchR
getTSNEgetTSNE
getUMAPgetUMAP
log-normalized count data from astrocytes and oligodendrocytes in the p6 mouse cortex.glial_counts
Constructor for cluster2patterninitialize,cluster2pattern-method
Constructor for correlateRinitialize,correlateR-method
Constructor for rotatoRinitialize,rotatoR-method
Generic intersectoR functionintersectoR intersectoR,hclust,hclust-method intersectoR,kmeans,kmeans-method
RNAseqing and ChIPSeq of matched genes in differentiated human iPS cellsmap.ESepiGen4c1l
RNAseqing from human 3 iPS & 3 ES cell lines in 3 experimental condition at 3 time pointsmap.RNAseq6l3c3t
log-normalized count data from microglial cells in the p6 mouse cortex.microglial_counts
Generic multivariateAnalysisR functionmultivariateAnalysisR
Truncated Seurat Object with latent space projection done to unspecified cells in different stages for multivariateAnalysisR analysismultivariateAnalysisR_seurat_test
RNAseqing and ChIPSeq of matched genes in differentiated human iPS cellsp.ESepiGen4c1l
RNAseqing from human 3 iPS & 3 ES cell lines in 3 experimental condition at 3 time pointsp.RNAseq6l3c3t
RNAseqing and ChIPSeq of matched genes in differentiated human iPS cellspd.ESepiGen4c1l
RNAseqing from human 3 iPS & 3 ES cell lines in 3 experimental condition at 3 time pointspd.RNAseq6l3c3t
pdVolcanopdVolcano
plotConfidenceIntervalsplotConfidenceIntervals
plotVolcanoplotVolcano
projectionDriveRprojectionDriveR
Generic projectR functionprojectR projectR,dgCMatrix,matrix-method projectR,matrix,cluster2pattern-method projectR,matrix,correlateR-method projectR,matrix,hclust-method projectR,matrix,kmeans-method projectR,matrix,LinearEmbeddingMatrix-method projectR,matrix,matrix-method projectR,matrix,prcomp-method projectR,matrix,rotatoR-method
CoGAPS patterns learned from the developing mouse retina.retinal_patterns
rotatoRrotatoR
rotatoRrotatoR-class