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Fast and memory efficient methods for truncated singular value decomposition and principal components analysis of large sparse and dense matrices.
Version: | 2.3.5.1 |
Depends: | R (≥ 3.6.2), Matrix |
Imports: | stats, methods |
LinkingTo: | Matrix |
Published: | 2022-10-03 |
DOI: | 10.32614/CRAN.package.irlba |
Author: | Jim Baglama [aut, cph], Lothar Reichel [aut, cph], B. W. Lewis [aut, cre, cph] |
Maintainer: | B. W. Lewis <blewis at illposed.net> |
BugReports: | https://github.com/bwlewis/irlba/issues |
License: | GPL-3 |
NeedsCompilation: | yes |
Materials: | README |
In views: | NumericalMathematics |
CRAN checks: | irlba results |
Reference manual: | irlba.pdf |
Vignettes: |
irlba Manual |
Package source: | irlba_2.3.5.1.tar.gz |
Windows binaries: | r-devel: irlba_2.3.5.1.zip, r-release: irlba_2.3.5.1.zip, r-oldrel: irlba_2.3.5.1.zip |
macOS binaries: | r-release (arm64): irlba_2.3.5.1.tgz, r-oldrel (arm64): irlba_2.3.5.1.tgz, r-release (x86_64): irlba_2.3.5.1.tgz, r-oldrel (x86_64): irlba_2.3.5.1.tgz |
Old sources: | irlba archive |
Reverse depends: | CMGFM, COAP, DDRTree, MMGFM, MultiCOAP, s4vd, SpaCOAP |
Reverse imports: | absorber, Banksy, bdsvd, BiocSingular, CAESAR.Suite, Canek, Cardinal, ccfindR, ccImpute, CelliD, ChromSCape, ClustAssess, cola, conos, corral, DelayedTensor, denoiseR, densvis, destiny, DR.SC, dreamlet, dyndimred, ENmix, epca, ERP, fastTopics, FEAST, flashier, fuser, gdim, GeneNMF, GenomicSuperSignature, GFM, GoodFitSBM, guidedPLS, HCD, hierBipartite, HIPPO, HMC, iasva, iGraphMatch, iSFun, jackstraw, jrSiCKLSNMF, KnockoffScreen, lemur, lmds, lolR, LSX, M3Drop, matter, MFPCA, miloR, mixedCCA, mixsqp, monocle, multivarious, NewWave, OmicKriging, pagoda2, penAFT, PINSPlus, ProFAST, RaceID, randnet, recommenderlab, sccore, scDesign3, scISR, SCORPION, seqgendiff, Seurat, Signac, snifter, spant, sparrow, SPUTNIK, SuperCell, symphony, uwot |
Reverse suggests: | broom, ChemoSpec, ChemoSpec2D, ChemoSpecUtils, DrImpute, embed, metR, MOCHA, Rssa, Rtsne, sctransform, SpatialDDLS, steadyICA, wateRmelon, widyr |
Please use the canonical form https://CRAN.R-project.org/package=irlba 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.