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
Author: Guido Kraemer ORCID iD [aut, cre]
Maintainer: Guido Kraemer <guido.kraemer at uni-leipzig.de>
BugReports: https://github.com/gdkrmr/dimRed/issues
License: GPL-3 | file LICENSE
URL: https://www.guido-kraemer.com/software/dimred/
NeedsCompilation: yes
Citation: dimRed citation info
Materials: NEWS
CRAN checks: dimRed results

Documentation:

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

Downloads:

Package source: dimRed_0.2.7.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available
Old sources: dimRed archive

Linking:

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