{"id":20693465,"url":"https://github.com/nanxstats/logreg","last_synced_at":"2026-04-16T09:36:00.098Z","repository":{"id":142658951,"uuid":"212887062","full_name":"nanxstats/logreg","owner":"nanxstats","description":"Regularized logistic regressions with computational graphs","archived":false,"fork":false,"pushed_at":"2021-12-20T21:31:32.000Z","size":1167,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-05T22:11:51.927Z","etag":null,"topics":["automatic-differentiation","computational-graphs","logistic-regression","regularization","regularized-linear-regression"],"latest_commit_sha":null,"homepage":"https://nanx.me/logreg/","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/nanxstats.png","metadata":{"files":{"readme":"README.md","changelog":null,"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}},"created_at":"2019-10-04T19:20:11.000Z","updated_at":"2024-11-01T15:43:36.000Z","dependencies_parsed_at":null,"dependency_job_id":"1ef0fd4c-688a-4b7c-b7f5-ace8c143030c","html_url":"https://github.com/nanxstats/logreg","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nanxstats%2Flogreg","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nanxstats%2Flogreg/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nanxstats%2Flogreg/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/nanxstats%2Flogreg/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/nanxstats","download_url":"https://codeload.github.com/nanxstats/logreg/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242956549,"owners_count":20212454,"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":["automatic-differentiation","computational-graphs","logistic-regression","regularization","regularized-linear-regression"],"created_at":"2024-11-16T23:26:48.316Z","updated_at":"2026-04-16T09:35:55.077Z","avatar_url":"https://github.com/nanxstats.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# logreg \u003cimg src=\"man/figures/logo.png\" align=\"right\" width=\"120\" /\u003e\n\n\u003c!-- badges: start --\u003e\n[![R-CMD-check](https://github.com/nanxstats/logreg/workflows/R-CMD-check/badge.svg)](https://github.com/nanxstats/logreg/actions)\n\u003c!-- badges: end --\u003e\n\nImplements logistic regression and regularized logistic regression models with the computational graph and automatic differentiation framework provided by the R package [`cgraph`](https://github.com/triepels/cgraph).\n\nCheck out the [vignette](https://nanx.me/logreg/articles/logreg.html) or the [blog post](https://nanx.me/blog/post/cgraph-logreg/) for details.\n\n## Installation\n\nInstall from GitHub:\n\n```r\nremotes::install_github(\"nanxstats/logreg\")\n```\n\n## License\n\nlogreg is free and open source software, licensed under MIT.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnanxstats%2Flogreg","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnanxstats%2Flogreg","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnanxstats%2Flogreg/lists"}