RDRToolbox: A package for nonlinear dimension reduction with Isomap and LLE.

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.

AuthorChristoph Bartenhagen
Date of publicationNone
MaintainerChristoph Bartenhagen <christoph.bartenhagen@ukmuenster.de>
LicenseGPL (>= 2)
Version1.24.0

View on Bioconductor

Files

RDRToolbox/.BBSoptions
RDRToolbox/DESCRIPTION
RDRToolbox/NAMESPACE
RDRToolbox/R
RDRToolbox/R/DBIndex.R RDRToolbox/R/Isomap.R RDRToolbox/R/LLE.R RDRToolbox/R/SwissRoll.R RDRToolbox/R/generateData.R RDRToolbox/R/pairwiseDistances.R RDRToolbox/R/plotDR.R
RDRToolbox/build
RDRToolbox/build/vignette.rds
RDRToolbox/inst
RDRToolbox/inst/doc
RDRToolbox/inst/doc/vignette.R
RDRToolbox/inst/doc/vignette.Rnw
RDRToolbox/inst/doc/vignette.pdf
RDRToolbox/man
RDRToolbox/man/DBIndex.Rd RDRToolbox/man/Isomap.Rd RDRToolbox/man/LLE.Rd RDRToolbox/man/SwissRoll.Rd RDRToolbox/man/generateData.Rd RDRToolbox/man/plotDR.Rd
RDRToolbox/vignettes
RDRToolbox/vignettes/RDRToolbox-003.pdf
RDRToolbox/vignettes/SwissRoll.pdf
RDRToolbox/vignettes/plot3D.pdf
RDRToolbox/vignettes/vignette.Rnw
RDRToolbox/vignettes/vignette.bib

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.