Package: pcaone
Title: Randomized Singular Value Decomposition Algorithms with
        'RcppEigen'
Version: 1.0.0
Date: 2022-10-25
Author: Zilong Li [aut, cre]
Maintainer: Zilong Li <zilong.dk@gmail.com>
Description: Randomized Singular Value Decomposition (RSVD) methods proposed in the 'PCAone' paper by Li (2022) <doi:10.1101/2022.05.25.493261>, where we implement and propose two RSVD methods. One is based on Yu (2017) <arXiv:1704.07669> single pass RSVD but with power iteration scheme. The other is our new window based RSVD.
License: GPL (>= 3)
Encoding: UTF-8
Depends: R (>= 3.6.0)
Imports: Rcpp
LinkingTo: Rcpp, RcppEigen (>= 0.3.3.3.0)
SystemRequirements: C++17
RoxygenNote: 7.2.1
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/Zilong-Li/PCAoneR
BugReports: https://github.com/Zilong-Li/PCAoneR/issues
NeedsCompilation: yes
Packaged: 2022-10-28 12:17:24 UTC; zilong
Repository: CRAN
Date/Publication: 2022-10-29 08:57:35 UTC
Built: R 4.3.0; x86_64-apple-darwin20; 2023-04-12 10:00:23 UTC; unix
Archs: pcaone.so.dSYM
