{"id":25972820,"url":"https://github.com/clement-w/sirthresholded","last_synced_at":"2026-06-01T02:31:35.543Z","repository":{"id":57750461,"uuid":"503272695","full_name":"Clement-W/SIRthresholded","owner":"Clement-W","description":"Variable selection with Sliced Inverse Regression (SIR) thresholded","archived":false,"fork":false,"pushed_at":"2023-06-09T06:54:49.000Z","size":4138,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2023-11-20T15:44:37.726Z","etag":null,"topics":["dimensionality-reduction","inverse-regression","r","statistical-learning","variable-selection"],"latest_commit_sha":null,"homepage":"https://clement-w.github.io/SIRthresholded/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Clement-W.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-06-14T08:28:08.000Z","updated_at":"2023-10-25T11:53:02.000Z","dependencies_parsed_at":"2022-08-26T08:31:23.651Z","dependency_job_id":null,"html_url":"https://github.com/Clement-W/SIRthresholded","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Clement-W%2FSIRthresholded","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Clement-W%2FSIRthresholded/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Clement-W%2FSIRthresholded/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Clement-W%2FSIRthresholded/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Clement-W","download_url":"https://codeload.github.com/Clement-W/SIRthresholded/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241945530,"owners_count":20046870,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["dimensionality-reduction","inverse-regression","r","statistical-learning","variable-selection"],"created_at":"2025-03-05T01:17:32.696Z","updated_at":"2025-12-04T05:05:52.391Z","avatar_url":"https://github.com/Clement-W.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cbr/\u003e\n\u003ch1 align=\"left\"\u003eVariable selection with Sliced Inverse Regression (SIR) thresholded\u003c/h1\u003e\n\n\u003c!-- badges: start --\u003e\n\n[![R-CMD-check](https://github.com/Clement-W/SIRthresholded/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/Clement-W/SIRthresholded/actions/workflows/R-CMD-check.yaml)\n[![CRAN](https://www.r-pkg.org/badges/version/SIRthresholded?color=orange)](https://cran.r-project.org/package=SIRthresholded)\n[![CRAN Downloads](https://cranlogs.r-pkg.org/badges/grand-total/SIRthresholded)](https://cran.r-project.org/package=SIRthresholded)\n\n\u003c!-- badges: end --\u003e\n\n## Description\n\nThis package offers an implementation of the SIR (Sliced Inverse Regression) method, along with a thresholded version of SIR that allows variable selection. Fore more information, you can check the vignette of the package on [that link](https://clement-w.github.io/SIRthresholded/articles/SIRthresholded.html), and explore the code on the [GitHub repository](https://github.com/Clement-W/SIRthresholded).\n\nA paper is currently being written.\n\n## Install\n\n### From CRAN\n\n```r\ninstall.packages(\"SIRthresholded\")\n```\n\n### From GitHub\n\nTo install the current development version from GitHub:\n\n```r\n# install.packages(\"devtools\")\ndevtools::install_github(\"clement-w/sirthresholded\", build_vignettes = TRUE)\n```\n\nIt is also possible to clone the repository, and install it manually (note: pandoc is required to build the vignette):\n\n```sh\ngit clone git@github.com:Clement-W/SIRthresholded.git\ncd SIRthresholded\nR\n```\n\n```r\n# install.packages(\"devtools\")\ndevtools::install(build_vignettes = TRUE)\nlibrary(SIRthresholded)\n```\n\n### Access the vignette\n\nOnce that package is installed, you can access the vignette with\n\n```r\nvignette(\"SIRthresholded\")\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fclement-w%2Fsirthresholded","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fclement-w%2Fsirthresholded","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fclement-w%2Fsirthresholded/lists"}