⚠️There's a newer version (1.1) of this package. Take me there.

bigpca (version 1.0.3)

PCA, Transpose and Multicore Functionality for 'big.matrix' Objects

Description

Adds wrappers to add functionality for big.matrix objects (see the bigmemory project). This allows fast scalable principle components analysis (PCA), or singular value decomposition (SVD). There are also functions for transposing, using multicore 'apply' functionality, data importing and for compact display of big.matrix objects. Most functions also work for standard matrices if RAM is sufficient.

Copy Link

Version

Down Chevron

Install

install.packages('bigpca')

Monthly Downloads

35

Version

1.0.3

License

GPL (>= 2)

Maintainer

Last Published

November 8th, 2015

Functions in bigpca (1.0.3)