RafaelSdeSouza/qrprcomp: QR based PCA

The function 'qrpca' computes a QR based principal components analysis (PCA). Matrix operations use torch for efficiency. The function have the same interface as the 'prcomp' function from the 'stats' package, and return the result of the analysis as an object of class 'prcomp'. Details of the method can be found at Sharma, A., et al. (2013) <doi:10.1007/s13042-012-0131-7>.

Getting started

Package details

AuthorRafael S. de Souza
MaintainerRafael S. de Souza <drsouza@shao.ac.cn>
LicenseMIT + file LICENSE
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("RafaelSdeSouza/qrprcomp")
RafaelSdeSouza/qrprcomp documentation built on June 16, 2022, 3:46 p.m.