Package: RDRToolbox 1.55.0

Christoph Bartenhagen

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.

Authors:Christoph Bartenhagen

RDRToolbox_1.55.0.tar.gz
RDRToolbox_1.55.0.zip(r-4.5)RDRToolbox_1.55.0.zip(r-4.4)RDRToolbox_1.55.0.zip(r-4.3)
RDRToolbox_1.55.0.tgz(r-4.4-any)RDRToolbox_1.55.0.tgz(r-4.3-any)
RDRToolbox_1.55.0.tar.gz(r-4.5-noble)RDRToolbox_1.55.0.tar.gz(r-4.4-noble)
RDRToolbox_1.55.0.tgz(r-4.4-emscripten)RDRToolbox_1.55.0.tgz(r-4.3-emscripten)
RDRToolbox.pdf |RDRToolbox.html✨
RDRToolbox/json (API)

# Install 'RDRToolbox' in R:

install.packages('RDRToolbox', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

On BioConductor:RDRToolbox-1.55.0(bioc 3.20)RDRToolbox-1.54.0(bioc 3.19)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

bioconductor-package

6 exports 0.91 score 30 dependencies 7 mentions

Last updated 2 months agofrom:d47c092185

Exports:DBIndex generateData Isomap LLE plotDR SwissRoll

Dependencies:base64enc bslib cachem cli digest evaluate fastmap fontawesome fs glue highr htmltools htmlwidgets jquerylib jsonlite knitr lifecycle magrittr MASS memoise mime R6 rappdirs rgl rlang rmarkdown sass tinytex xfun yaml

A package for nonlinear dimension reduction with Isomap and LLE.

Rendered fromvignette.Rnwusingutils::Sweaveon Jun 24 2024.

Last update: 2013-11-01
Started: 2013-11-01

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Davis-Bouldin-Index	DBIndex
Simulator for gene expression data	generateData
Isomap	Isomap
Locally Linear Embedding	LLE
Plotting tool for two and three dimensional data	plotDR
The Swiss Roll dataset	SwissRoll