csetraynor / dimred

A Framework for Dimensionality Reduction in R

dimRed

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.

Installing

Install the latest development version from Github:

## install.packages("devtools")
devtools::install_github("gdkrmr/dimRed")

Install the latest stable version from CRAN:

install.packages("dimRed")

Load it:

library(dimRed)

Install dependencies:

## To install all dependencies:
dimRed::installSuggests()

Citing

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

@article{RJ-2018-039,
  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 = {https://journal.r-project.org/archive/2018/RJ-2018-039/index.html},
  pages = {342--358},
  volume = {10},
  number = {1}
}