{"id":25365819,"url":"https://github.com/willguimont/prosac","last_synced_at":"2025-10-08T19:02:54.221Z","repository":{"id":111211197,"uuid":"224767016","full_name":"willGuimont/prosac","owner":"willGuimont","description":"PROSAC algorithm in python","archived":false,"fork":false,"pushed_at":"2024-09-29T23:05:03.000Z","size":37,"stargazers_count":44,"open_issues_count":0,"forks_count":7,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-05T00:09:03.344Z","etag":null,"topics":["data-science","machine-learning","machine-learning-algorithms","prosac","random-sample-consensus","random-sampling","ransac","ransac-algorithm"],"latest_commit_sha":null,"homepage":"","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/willGuimont.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":"2019-11-29T03:04:45.000Z","updated_at":"2024-12-01T17:25:40.000Z","dependencies_parsed_at":null,"dependency_job_id":"a61c99c0-381f-435d-a8fd-429de99d8645","html_url":"https://github.com/willGuimont/prosac","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/willGuimont/prosac","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willGuimont%2Fprosac","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willGuimont%2Fprosac/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willGuimont%2Fprosac/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willGuimont%2Fprosac/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/willGuimont","download_url":"https://codeload.github.com/willGuimont/prosac/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willGuimont%2Fprosac/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260690832,"owners_count":23047099,"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":["data-science","machine-learning","machine-learning-algorithms","prosac","random-sample-consensus","random-sampling","ransac","ransac-algorithm"],"created_at":"2025-02-14T23:50:43.905Z","updated_at":"2025-10-08T19:02:49.187Z","avatar_url":"https://github.com/willGuimont.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RANSAC and PROSAC algorithms in python\n\nThis package provides an implementation of the RANSAC and PROSAC algorithms in Python.\nThis implementation draws inspiration from [prosac.c](http://devernay.free.fr/vision/src/prosac.c).\n\nExplanation of the PROSAC algorithm can be found\nat: [https://willguimont.github.io/cs/2019/12/26/prosac-algorithm.html](https://willguimont.github.io/cs/2019/12/26/prosac-algorithm.html)\n\n## Installation\n\n```bash\npip install prosac\n```\n\n## Usage\n\nSee the `examples` directory for examples of usage.\n\n## Installation from source\n\nAdd the following line in your `requirements.txt`:\n\n```\ngit+https://github.com/willGuimont/PROSAC\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwillguimont%2Fprosac","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwillguimont%2Fprosac","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwillguimont%2Fprosac/lists"}