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dimRed: A Framework for Dimensionality Reduction

A collection of dimensionality reduction techniques from R packages and a common interface for calling the methods.

Version:0.2.7
Depends:R (≥ 3.0.0),DRR
Imports:magrittr, methods
Suggests:NMF,MASS,Matrix,RANN,RSpectra,Rtsne,cccd,coRanking,diffusionMap,energy,fastICA,ggplot2, graphics,igraph,keras,kernlab,knitr,optimx,pcaL1,pcaPP,reticulate,rgl,scales,scatterplot3d, stats,tensorflow,testthat,tidyr,tinytex,umap,vegan
Published:2025-04-23
DOI:10.32614/CRAN.package.dimRed
Author:Guido KraemerORCID iD [aut, cre]
Maintainer:Guido Kraemer <guido.kraemer at uni-leipzig.de>
BugReports:https://github.com/gdkrmr/dimRed/issues
License:GPL-3 | fileLICENSE
URL:https://www.guido-kraemer.com/software/dimred/
NeedsCompilation:yes
Citation:dimRed citation info
Materials:NEWS
CRAN checks:dimRed results

Documentation:

Reference manual:dimRed.html ,dimRed.pdf
Vignettes:Dimensionality Reduction (source,R code)

Downloads:

Package source: dimRed_0.2.7.tar.gz
Windows binaries: r-devel:dimRed_0.2.7.zip, r-release:dimRed_0.2.7.zip, r-oldrel:dimRed_0.2.7.zip
macOS binaries: r-release (arm64):dimRed_0.2.7.tgz, r-oldrel (arm64):dimRed_0.2.7.tgz, r-release (x86_64):dimRed_0.2.7.tgz, r-oldrel (x86_64):dimRed_0.2.7.tgz
Old sources: dimRed archive

Reverse dependencies:

Reverse suggests:mlr3pipelines

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=dimRedto link to this page.


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