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The stabilityselectr package

Overview

The stabilityselectr package performs stability selection with a variety of kernels provided by the glmnet package, and provides simple tools for plotting and extracting selected features. There is additional functionality designed to facilitate various forms of permutation clustering analyses.

Installation 

# current dev version
remotes::install_github("stufield/stabilityselectr")

# or a specific version
remotes::install_github("stufield/stabilityselectr@v0.0.2")

Usage

To load stabilityselectr simply make a call to library() as usual:

Help 

library(help = stabilityselectr)

Package Notes

  • The stabilityselectr package is easy to use.
  • It is my first go-to when looking at dimensionality reduction and upstream feature selection.