{"id":26907370,"url":"https://github.com/stufield/stabilityselectr","last_synced_at":"2025-04-01T11:56:00.075Z","repository":{"id":283125749,"uuid":"865008714","full_name":"stufield/stabilityselectr","owner":"stufield","description":"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. 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Please edit that file --\u003e\n\n```{r setup, include = FALSE}\noptions(width = 100)\nSys.setlocale(\"LC_COLLATE\", \"en_US.UTF-8\") # ensure common sorting envir\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\"\n)\nver \u003c- desc::desc_get_version(\".\")\nver \u003c- paste0(\"https://img.shields.io/badge/Version-\", ver,\n              \"-success.svg?style=flat\u0026logo=github\")\n```\n\n\n# The `stabilityselectr` package\n\n\u003c!-- badges: start --\u003e\n![GitHub version](`r ver`)\n[![CRAN status](http://www.r-pkg.org/badges/version/stabilityselectr)](https://cran.r-project.org/package=stabilityselectr)\n[![R-CMD-check](https://github.com/stufield/stabilityselectr/workflows/R-CMD-check/badge.svg)](https://github.com/stufield/stabilityselectr/actions)\n[![](https://cranlogs.r-pkg.org/badges/grand-total/stabilityselectr)](https://cran.r-project.org/package=stabilityselectr)\n[![test coverage](https://codecov.io/gh/stufield/stabilityselectr/branch/main/graph/badge.svg)](https://app.codecov.io/gh/stufield/stabilityselectr?branch=main)\n[![lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://choosealicense.com/licenses/mit/)\n\u003c!-- badges: end --\u003e\n\n\n\n\n## Overview\n\nThe `stabilityselectr` package performs stability selection with a \nvariety of kernels provided by the `glmnet` package, and provides \nsimple tools for plotting and extracting selected features.\nThere is additional functionality designed to facilitate\nvarious forms of permutation clustering analyses.\n\n\n----------------\n\n\n## Installation\n\n```{r install-git, eval = FALSE}\n# current dev version\nremotes::install_github(\"stufield/stabilityselectr\")\n\n# or a specific version\nremotes::install_github(\"stufield/stabilityselectr@v0.0.2\")\n```\n\n----------------\n\n\n## Usage\n\nTo load `stabilityselectr` simply make a call to `library()` as usual:\n\n```{r, eval = FALSE}\nlibrary(stabilityselectr)\n```\n\n\n## Help\n\n```{r help, eval = FALSE}\nlibrary(help = stabilityselectr)\n```\n\n\n## Package Notes\n\n* The `stabilityselectr` package is easy to use.\n* It is my first go-to when looking at dimensionality reduction\n  and upstream feature selection.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstufield%2Fstabilityselectr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstufield%2Fstabilityselectr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstufield%2Fstabilityselectr/lists"}