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

Documentation

Manual: dimRed.pdf
Vignette: None available.

Maintainer: Guido Kraemer <gkraemer at bgc-jena.mpg.de>

Author(s): Guido Kraemer*

Install package and any missing dependencies by running this line in your R console:

install.packages("dimRed")

Depends R (>= 3.0.0), methods, DRR
Imports
Suggests MASS, Matrix, RANN, RSpectra, Rtsne, coRanking, diffusionMap, energy, fastICA, ggplot2, graphics, igraph, kernlab, lle, loe, optimx, pcaPP, rgl, scales, scatterplot3d, stats, testthat, tidyr, vegan
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Package dimRed
Materials
URL https://github.com/gdkrmr/dimRed
Task Views
Version 0.1.0
Published 2017-05-04
License GPL-3 | file LICENSE
BugReports
SystemRequirements
NeedsCompilation yes
Citation
CRAN checks dimRed check results
Package source dimRed_0.1.0.tar.gz