Skip to contents

docs R codecov CRAN_Status_Badge DOI

A Framework for Dimensionality Reduction for the R language.

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


Install the latest development version from Github:

## install.packages("devtools")

Install the latest stable version from CRAN:

Load it:

Install dependencies:

## To install all dependencies:


The corresponding publication can be found here, please cite if you use dimRed:

  author = {Guido Kraemer and Markus Reichstein and Miguel D. Mahecha},
  title = {{dimRed and coRanking---Unifying Dimensionality Reduction in R}},
  year = {2018},
  journal = {{The R Journal}},
  url = {},
  pages = {342--358},
  volume = {10},
  number = {1}