{"id":18744594,"url":"https://github.com/avoss84/bmm_mix","last_synced_at":"2025-10-08T00:23:29.321Z","repository":{"id":37612572,"uuid":"228486954","full_name":"AVoss84/bmm_mix","owner":"AVoss84","description":"Python implementation for Bernoulli mixture model inference via EM + MCMC","archived":false,"fork":false,"pushed_at":"2024-11-10T23:25:33.000Z","size":1045,"stargazers_count":0,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-03T01:43:25.054Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AVoss84.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2019-12-16T22:26:40.000Z","updated_at":"2024-11-10T23:25:36.000Z","dependencies_parsed_at":"2025-05-20T07:10:53.775Z","dependency_job_id":"8cd16c8e-fc40-4726-a89d-eac34a2f828b","html_url":"https://github.com/AVoss84/bmm_mix","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AVoss84/bmm_mix","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AVoss84%2Fbmm_mix","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AVoss84%2Fbmm_mix/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AVoss84%2Fbmm_mix/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AVoss84%2Fbmm_mix/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AVoss84","download_url":"https://codeload.github.com/AVoss84/bmm_mix/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AVoss84%2Fbmm_mix/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278868686,"owners_count":26060023,"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","status":"online","status_checked_at":"2025-10-07T02:00:06.786Z","response_time":59,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-11-07T16:15:22.777Z","updated_at":"2025-10-08T00:23:29.282Z","avatar_url":"https://github.com/AVoss84.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# *Bernoulli Mixture Models (BMM)*\n\nThis repository provides tools in a Python package *bernmix* for the unsupervised analysis of multivariate Bernoulli data with known number of cluster/groups using BMMs. Python 3.8.*\n\n## Maximum likelihood estimation \n\nShows how to fit the model using [Expectation-Maximizition (EM)](https://github.com/AVoss84/bmm_mix/blob/master/EM_for_BMM.ipynb) algorithm as outlined in *Bishop (2006): Pattern Recognition and Machine Learning*. \n\n## Fully Bayesian estimation \n\nShows how to fit the model using [Gibbs sampling](https://github.com/AVoss84/bmm_mix/blob/master/Gibbs_for_BMM.ipynb) algorithm.\n\n```\nfrom bernmix.utils import bmm_utils as bmm\n```\n\n### Installing\n\n```\npip install -r requirements.txt\n```\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favoss84%2Fbmm_mix","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Favoss84%2Fbmm_mix","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favoss84%2Fbmm_mix/lists"}