jefferis/manifoldreduction: Manifold Dimension Reduction after Chigirev and Bialek
Version 0.1

Implements a manifold dimension reuduction algorithm based on work of Chigirev and Bialek (NIPS 2004). This takes arbitrary dimension data and tries to move the points onto a lower dimensional manifold using an information theoretic approach. This implementation is based on Matlab code originally due to Nick Masse and Gregory Jefferis.

Getting started

Package details

Maintainer
LicenseGPL-3
Version0.1
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("jefferis/manifoldreduction")
jefferis/manifoldreduction documentation built on May 17, 2017, 4:05 p.m.