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:
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}
}