{"id":19509391,"url":"https://github.com/ondrejbiza/mcmc","last_synced_at":"2026-05-13T18:41:01.477Z","repository":{"id":111605550,"uuid":"177422804","full_name":"ondrejbiza/mcmc","owner":"ondrejbiza","description":"Markov Chain Monte Carlo methods.","archived":false,"fork":false,"pushed_at":"2019-03-24T15:15:07.000Z","size":325,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-25T22:46:25.372Z","etag":null,"topics":["mcmc","mcmc-sampler","metropolis-hastings","probability","sampling","statistics"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ondrejbiza.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":"2019-03-24T14:03:39.000Z","updated_at":"2023-09-07T15:13:53.000Z","dependencies_parsed_at":"2023-03-07T10:30:33.327Z","dependency_job_id":null,"html_url":"https://github.com/ondrejbiza/mcmc","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ondrejbiza/mcmc","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ondrejbiza%2Fmcmc","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ondrejbiza%2Fmcmc/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ondrejbiza%2Fmcmc/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ondrejbiza%2Fmcmc/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ondrejbiza","download_url":"https://codeload.github.com/ondrejbiza/mcmc/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ondrejbiza%2Fmcmc/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32995915,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-13T13:14:54.681Z","status":"ssl_error","status_checked_at":"2026-05-13T13:14:51.610Z","response_time":115,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["mcmc","mcmc-sampler","metropolis-hastings","probability","sampling","statistics"],"created_at":"2024-11-10T23:11:51.597Z","updated_at":"2026-05-13T18:41:01.435Z","avatar_url":"https://github.com/ondrejbiza.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Markov Chain Monte Carlo methods\n\nThis repository replicates the figures from [C. Andrieu's et al. tutorial on MCMC methods](https://link.springer.com/article/10.1023/A:1020281327116).\n\n## The Metropolis-Hastings algorithm\n\nChanging iterations:\n\n![100_iter](results/mh_100_it_100_var.png) \n![500_iter](results/mh_500_it_100_var.png)\n![1000_iter](results/mh_1000_it_100_var.png)\n![5000_iter](results/mh_5000_it_100_var.png)\n\nChanging variance of the proposal distribution:\n\n![0.1_var](results/mh_5000_it_0.1_var.png) \n![1_var](results/mh_5000_it_1_var.png)\n![100_var](results/mh_5000_it_100_var.png)\n![1000_var](results/mh_5000_it_1000_var.png)\n![2000_var](results/mh_5000_it_2000_var.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fondrejbiza%2Fmcmc","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fondrejbiza%2Fmcmc","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fondrejbiza%2Fmcmc/lists"}