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 |
| 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: | DDRTree, s4vd, scAlign |
| Reverse imports: | BiocSingular, Canek, Cardinal, ccfindR, CelliD, ChromSCape, ClustAssess, cola, conos, corral, COTAN, DelayedTensor, denoiseR, densvis, destiny, DR.SC, dyndimred, ERP, fastTopics, FEAST, fuser, GenomicSuperSignature, harmony, hierBipartite, HIPPO, iasva, iGraphMatch, iSFun, jackstraw, KnockoffScreen, lmds, lolR, LSX, M3Drop, matter, MFPCA, miloR, mixedCCA, mixsqp, monocle, NewWave, OmicKriging, pagoda2, penAFT, PINSPlus, RaceID, recommenderlab, rescue, rliger, sccore, scISR, SCORPION, seqgendiff, Seurat, Signac, snifter, spant, sparrow, spathial, SPUTNIK, symphony, uwot |
| Reverse suggests: | broom, ChemoSpec, ChemoSpec2D, ChemoSpecUtils, DrImpute, embed, metR, MOSS, Rtsne, sctransform, steadyICA, wateRmelon, widyr |
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