Package: pcaone 1.0.1

pcaone: Randomized Singular Value Decomposition Algorithms with 'RcppEigen'

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.

Authors:Zilong Li [aut, cre]

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NEWS

Peer review:

Bug tracker:https://github.com/zilong-li/pcaoner/issues

On CRAN:

pcarcppeigenrsvd

1 exports 4 stars 1.10 score 2 dependencies 7 scripts 152 downloads

Last updated 1 months agofrom:6e4dc7eaea. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:pcaone

Dependencies:RcppRcppEigen