irlba swMATH ID: 21041 Software Authors: Jim Baglama, Lothar Reichel, B. W. Lewis Description: R package irlba: Fast Truncated Singular Value Decomposition and Principal Components Analysis for Large Dense and Sparse Matrices. Fast and memory efficient methods for truncated singular value decomposition and principal components analysis of large sparse and dense matrices. Homepage: https://cran.r-project.org/web/packages/irlba/index.html Source Code: https://github.com/cran/irlba Dependencies: R Related Software: R; ARPACK; onlinePCA; idm; ggplot2; ade4; FactoMineR; caret; svd; UCI-ml; RSpectra; Matrix; LAPACK; rsvd; multicore; snow; Matlab; TRLan; animation; gmodels Cited in: 3 Publications all top 5 Cited by 7 Authors 1 Avron, Haim 1 Druinsky, Alex 1 Lafaye de Micheaux, Pierre 1 Liquet, Benoit 1 Paradis, Emmanuel 1 Sutton, Matthew William 1 Toledo, Sivan Cited in 3 Serials 1 Computational Statistics 1 Numerical Linear Algebra with Applications 1 Statistics Surveys Cited in 3 Fields 2 Statistics (62-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Numerical analysis (65-XX) Citations by Year