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RDRToolbox
This is the development version of RDRToolbox; for the stable release version, see RDRToolbox.
A package for nonlinear dimension reduction with Isomap and LLE.
Bioconductor version: Development (3.23)
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.
Author: Christoph Bartenhagen
Maintainer: Christoph Bartenhagen <c.bartenhagen at uni-koeln.de>
citation("RDRToolbox")):
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("RDRToolbox")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("RDRToolbox")
Details
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Package Archives
Follow Installation instructions to use this package in your R session.