{"id":13858078,"url":"https://github.com/gdkrmr/dimRed","last_synced_at":"2025-07-13T23:31:08.756Z","repository":{"id":39612273,"uuid":"70895041","full_name":"gdkrmr/dimRed","owner":"gdkrmr","description":"A Framework for Dimensionality Reduction in R","archived":false,"fork":false,"pushed_at":"2025-04-27T07:32:31.000Z","size":65584,"stargazers_count":73,"open_issues_count":9,"forks_count":16,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-05-26T04:13:11.213Z","etag":null,"topics":["dimensionality-reduction","framework","high-dimensional-data","manifold-learning","quality-control","r","visualization"],"latest_commit_sha":null,"homepage":"https://www.guido-kraemer.com/software/dimred/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gdkrmr.png","metadata":{"files":{"readme":"README.md","changelog":"NEWS.md","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2016-10-14T09:25:34.000Z","updated_at":"2025-04-24T07:09:55.000Z","dependencies_parsed_at":"2024-02-09T02:01:08.185Z","dependency_job_id":"fca3fb37-e171-4fff-a29f-956f21f727b4","html_url":"https://github.com/gdkrmr/dimRed","commit_stats":{"total_commits":477,"total_committers":5,"mean_commits":95.4,"dds":0.628930817610063,"last_synced_commit":"2825fe629a4fb56c834219d56b85ec8436b99053"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"purl":"pkg:github/gdkrmr/dimRed","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gdkrmr%2FdimRed","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gdkrmr%2FdimRed/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gdkrmr%2FdimRed/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gdkrmr%2FdimRed/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gdkrmr","download_url":"https://codeload.github.com/gdkrmr/dimRed/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gdkrmr%2FdimRed/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265220252,"owners_count":23729784,"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","framework","high-dimensional-data","manifold-learning","quality-control","r","visualization"],"created_at":"2024-08-05T03:01:55.984Z","updated_at":"2025-07-13T23:31:07.434Z","avatar_url":"https://github.com/gdkrmr.png","language":"R","readme":"# dimRed\n\n[![docs](https://img.shields.io/badge/docs-dev-blue.svg)](https://dimred.guido-kraemer.com)\n[![R](https://github.com/gdkrmr/dimRed/actions/workflows/r.yml/badge.svg)](https://github.com/gdkrmr/dimRed/actions/workflows/r.yml)\n[![codecov](https://codecov.io/gh/gdkrmr/dimRed/branch/master/graph/badge.svg?token=voiiWocTst)](https://codecov.io/gh/gdkrmr/dimRed)\n[![CRAN\\_Status\\_Badge](https://www.r-pkg.org/badges/version/dimRed)](https://cran.r-project.org/package=dimRed)\n[![DOI](https://zenodo.org/badge/70895041.svg)](https://zenodo.org/badge/latestdoi/70895041)\n\nA Framework for Dimensionality Reduction for the R language.\n\nA collection of dimensionality reduction\ntechniques from R packages and provides a common\ninterface for calling the methods.\n\n## Installing\nInstall the latest development version from Github:\n```R\n## install.packages(\"devtools\")\ndevtools::install_github(\"gdkrmr/dimRed\")\n```\n\nInstall the latest stable version from CRAN:\n```R\ninstall.packages(\"dimRed\")\n```\n\nLoad it:\n```R\nlibrary(dimRed)\n```\n\nInstall dependencies:\n```R\n## To install all dependencies:\ndimRed::installSuggests()\n```\n\n## Citing\nThe corresponding publication can be found\n[here](https://journal.r-project.org/archive/2018/RJ-2018-039/index.html \"dimRed\nand coRanking - Unifying Dimensionality Reduction in R\"), please cite if you use\n`dimRed`:\n\n```bibtex\n@article{RJ-2018-039,\n  author = {Guido Kraemer and Markus Reichstein and Miguel D. Mahecha},\n  title = {{dimRed and coRanking---Unifying Dimensionality Reduction in R}},\n  year = {2018},\n  journal = {{The R Journal}},\n  url = {https://journal.r-project.org/archive/2018/RJ-2018-039/index.html},\n  pages = {342--358},\n  volume = {10},\n  number = {1}\n}\n```\n","funding_links":[],"categories":["R"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgdkrmr%2FdimRed","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgdkrmr%2FdimRed","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgdkrmr%2FdimRed/lists"}