A Framework for Dimensionality Reduction

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

Reference manual

install.packages("dimRed")

0.2.7 by Guido Kraemer, a year ago

Report a bug at https://github.com/gdkrmr/dimRed/issues

Browse source code at https://github.com/cran/dimRed

Authors: Guido Kraemer [aut, cre]

Documentation: PDF Manual

GPL-3 | file LICENSE license

Imports magrittr, methods

Depends on DRR

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

Suggested by mlr3pipelines, recipes.