rikenbit/CCIPCA: Incremental (online) PCA without estimation of covariance matrix

This package is an unofficial implementation of "Candid Covariance-free Incremental PCA" (CCIPCA) by Juyang Weng, Yilu Zhang, and Wey-Shiuan Hwang (IEEE Transaction on Pattern Analysis and Machine Intelligence, 25 (8) 2003). The reference is accessible from http://www.cse.msu.edu/~weng/research/CCIPCApami.pdf.

Getting started

Package details

AuthorKoki Tsuyuzaki, Itoshi Nikaido
MaintainerKoki Tsuyuzaki <[email protected]>
LicenseArtistic-2.0
Version0.99.1
URL https://github.com/kokitsuyuzaki/CCIPCA
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("rikenbit/CCIPCA")
rikenbit/CCIPCA documentation built on May 25, 2017, 3:20 a.m.