CRAN/E | irlba

irlba

Fast Truncated Singular Value Decomposition and Principal Components Analysis for Large Dense and Sparse Matrices

Installation

About

Fast and memory efficient methods for truncated singular value decomposition and principal components analysis of large sparse and dense matrices.

Bug report File report

Key Metrics

Version 2.3.5.1
R ≥ 3.6.2
Published 2022-10-03 572 days ago
Needs compilation? yes
License GPL-3
CRAN checks irlba results

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Maintainer

Maintainer

B. W. Lewis

blewis@illposed.net

Authors

Jim Baglama

aut / cph

Lothar Reichel

aut / cph

B. W. Lewis

aut / cre / cph

Material

README
Reference manual
Package source

In Views

NumericalMathematics

Vignettes

irlba Manual

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

irlba archive

Depends

R ≥ 3.6.2
Matrix

Imports

stats
methods

LinkingTo

Matrix

Reverse Depends

DDRTree
fastCorrDiff
s4vd
scAlign

Reverse Imports

BiocSingular
Canek
Cardinal
ccfindR
CelliD
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cola
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ERP
fastTopics
FEAST
fuser
harmony
hierBipartite
HIPPO
iasva
iGraphMatch
iSFun
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
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