{"id":16599954,"url":"https://github.com/dirmeier/structure-learning-with-pymc","last_synced_at":"2025-07-04T19:09:01.498Z","repository":{"id":133196291,"uuid":"209627653","full_name":"dirmeier/structure-learning-with-pymc","owner":"dirmeier","description":"Demo how one could use PyMC3 to learn the structure of a Bayesian network.","archived":false,"fork":false,"pushed_at":"2020-06-04T15:18:14.000Z","size":282,"stargazers_count":8,"open_issues_count":0,"forks_count":4,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-09T08:02:52.448Z","etag":null,"topics":["bayesian-network","pymc3","python"],"latest_commit_sha":null,"homepage":"https://dirmeier.github.io/structure-learning-with-pymc/index.html","language":"Python","has_issues":false,"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/dirmeier.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":"2019-09-19T18:56:03.000Z","updated_at":"2025-03-12T01:44:24.000Z","dependencies_parsed_at":"2023-04-20T02:25:37.381Z","dependency_job_id":null,"html_url":"https://github.com/dirmeier/structure-learning-with-pymc","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/dirmeier/structure-learning-with-pymc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dirmeier%2Fstructure-learning-with-pymc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dirmeier%2Fstructure-learning-with-pymc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dirmeier%2Fstructure-learning-with-pymc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dirmeier%2Fstructure-learning-with-pymc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dirmeier","download_url":"https://codeload.github.com/dirmeier/structure-learning-with-pymc/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dirmeier%2Fstructure-learning-with-pymc/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263604014,"owners_count":23487223,"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-network","pymc3","python"],"created_at":"2024-10-12T00:13:07.183Z","updated_at":"2025-07-04T19:09:01.493Z","avatar_url":"https://github.com/dirmeier.png","language":"Python","readme":"# Structure learning with PyMC3\n\n[![Project Status](http://www.repostatus.org/badges/latest/concept.svg)](http://www.repostatus.org/#concept)\n\n\u003e Demo how one could use PyMC3 to learn the structure of a Bayesian network.\n\n## About\n\nIf you are interested in probabilistic programming using `PyMC3` and also love Bayesian networks this repository is for you.\nThe code in `bn` shows how one could implement structure MCMC to learn the structure of a Bayesian network. If there are any questions, just open up an issue and ask.\n\n## Author\n\nSimon Dirmeier \u003ca href=\"mailto:simon.dirmeier@web.de\"\u003esimon.dirmeier @ web.de\u003c/a\u003e\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdirmeier%2Fstructure-learning-with-pymc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdirmeier%2Fstructure-learning-with-pymc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdirmeier%2Fstructure-learning-with-pymc/lists"}