{"id":19769699,"url":"https://github.com/hsbadr/bayesian","last_synced_at":"2025-04-05T09:08:24.472Z","repository":{"id":37800807,"uuid":"327419436","full_name":"hsbadr/bayesian","owner":"hsbadr","description":"Bindings for Bayesian TidyModels","archived":false,"fork":false,"pushed_at":"2025-03-24T12:17:22.000Z","size":7018,"stargazers_count":47,"open_issues_count":5,"forks_count":3,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-03-29T08:08:09.714Z","etag":null,"topics":["bayesian","brms","stan","tidymodels"],"latest_commit_sha":null,"homepage":"https://hsbadr.github.io/bayesian/","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/hsbadr.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":".github/SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-01-06T20:13:10.000Z","updated_at":"2025-03-27T19:21:50.000Z","dependencies_parsed_at":"2023-02-12T23:01:28.583Z","dependency_job_id":"1e167be6-a1a5-4327-93ad-0202947d883c","html_url":"https://github.com/hsbadr/bayesian","commit_stats":{"total_commits":381,"total_committers":4,"mean_commits":95.25,"dds":0.02887139107611547,"last_synced_commit":"b23b9662feabc6551b43beb7cf8b2a1de1576c85"},"previous_names":[],"tags_count":11,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsbadr%2Fbayesian","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsbadr%2Fbayesian/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsbadr%2Fbayesian/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hsbadr%2Fbayesian/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hsbadr","download_url":"https://codeload.github.com/hsbadr/bayesian/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247312081,"owners_count":20918344,"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":["bayesian","brms","stan","tidymodels"],"created_at":"2024-11-12T04:44:34.945Z","updated_at":"2025-04-05T09:08:24.442Z","avatar_url":"https://github.com/hsbadr.png","language":"R","readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\"\n)\n```\n\n# Bindings for Bayesian TidyModels [\u003cimg src=\"man/figures/bayesian.png\" align=\"right\" width=\"160\" alt=\"bayesian logo\" /\u003e](https://hsbadr.github.io/bayesian/)\n\n\u003c!-- badges: start --\u003e\n[![Lifecycle: Stable](https://img.shields.io/badge/Lifecycle-Stable-green.svg)](https://lifecycle.r-lib.org/articles/stages.html)\n[![Codecov Test Coverage](https://codecov.io/gh/hsbadr/bayesian/branch/main/graph/badge.svg)](https://app.codecov.io/gh/hsbadr/bayesian?branch=main)\n[![Last commit](https://img.shields.io/github/last-commit/hsbadr/bayesian)](https://github.com/hsbadr/bayesian/commits/main)\n[![Commits since release](https://img.shields.io/github/commits-since/hsbadr/bayesian/latest.svg?color=green)](https://github.com/hsbadr/bayesian/commit/main)\n[![R](https://github.com/hsbadr/bayesian/workflows/R/badge.svg)](https://github.com/hsbadr/bayesian/actions)\n\n[![CRAN Status](https://www.r-pkg.org/badges/version/bayesian)](https://CRAN.R-project.org/package=bayesian)\n[![CRAN Downloads](https://cranlogs.r-pkg.org/badges/grand-total/bayesian)](https://cran.r-project.org/package=bayesian)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/hsbadr/bayesian/blob/main/LICENSE.md)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4426836.svg)](https://zenodo.org/doi/10.5281/zenodo.4426836)\n\u003c!-- badges: end --\u003e\n\n[**`bayesian`**](https://hsbadr.github.io/bayesian/) supports Bayesian modeling using [`brms`](https://paul-buerkner.github.io/brms/)/[`Stan`](https://mc-stan.org/)\nwith [`parsnip`](https://parsnip.tidymodels.org/)/[`tidymodels`](https://www.tidymodels.org/).\n\n## Installation\n\nThe stable version of [`bayesian`](https://hsbadr.github.io/bayesian/) can be installed from [CRAN](https://CRAN.R-project.org/package=bayesian) using:\n\n``` r\ninstall.packages(\"bayesian\")\n```\n\nThe development version of [`bayesian`](https://hsbadr.github.io/bayesian/) can be installed from [GitHub](https://github.com/hsbadr/bayesian) using:\n\n``` r\ninstall.packages(\"pak\")\npak::pkg_install(\"hsbadr/bayesian\")\n```\n\n## Example\n\n\n``` r\nlibrary(bayesian)\n\nbayesian_mod \u003c-\n  bayesian() |\u003e\n  set_engine(\"brms\") |\u003e\n  fit(\n    rating ~ treat + period + carry + (1 | subject),\n    data = inhaler\n  )\n\nsummary(bayesian_mod$fit)\n```\n\nFor more details, [get started with `bayesian`](https://hsbadr.github.io/bayesian/articles/GetStarted.html).\n\n## Citation\n\nTo cite `bayesian` in publications, please use:\n\n```r\ncitation(\"bayesian\")\n```\n\n\u003e Hamada S. Badr and Paul C. Bürkner (2024):\nbayesian: Bindings for Bayesian TidyModels,\n[_Comprehensive R Archive Network (CRAN)_](https://cran.r-project.org/package=bayesian).\nURL: [https://hsbadr.github.io/bayesian/](https://hsbadr.github.io/bayesian/).\n\n## Contributing\n\nThis project is released with a [Contributor Code of Conduct](https://contributor-covenant.org/version/2/0/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.\n\n- For questions and discussions about tidymodels packages, modeling, and machine learning, please [post on RStudio Community](https://forum.posit.co/).\n\n- If you think you have encountered a bug, please [submit an issue](https://github.com/hsbadr/bayesian/issues).\n\n- Either way, learn how to create and share a [reprex](https://reprex.tidyverse.org) (a minimal, reproducible example), to clearly communicate about your code.\n\n- Check out further details on [contributing guidelines for tidymodels packages](https://www.tidymodels.org/contribute/) and [how to get help](https://www.tidymodels.org/help/).\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsbadr%2Fbayesian","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhsbadr%2Fbayesian","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhsbadr%2Fbayesian/lists"}