Bioconductor-mirror/RDRToolbox: A package for nonlinear dimension reduction with Isomap and LLE.
Version 1.27.0

A package for nonlinear dimension reduction using the Isomap and LLE algorithm. It also includes a routine for computing the Davis-Bouldin-Index for cluster validation, a plotting tool and a data generator for microarray gene expression data and for the Swiss Roll dataset.

Getting started

Package details

AuthorChristoph Bartenhagen
Bioconductor views Clustering DimensionReduction FeatureExtraction Microarray Visualization
MaintainerChristoph Bartenhagen <[email protected]>
LicenseGPL (>= 2)
Version1.27.0
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("Bioconductor-mirror/RDRToolbox")
Bioconductor-mirror/RDRToolbox documentation built on May 31, 2017, 10:43 p.m.