{"id":20644677,"url":"https://github.com/epistasislab/conservation-machine-learning","last_synced_at":"2026-04-22T04:35:48.530Z","repository":{"id":74011877,"uuid":"283827279","full_name":"EpistasisLab/Conservation-Machine-Learning","owner":"EpistasisLab","description":"Conservation Machine Learning","archived":false,"fork":false,"pushed_at":"2022-06-09T09:58:54.000Z","size":34,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-12-25T16:16:52.519Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"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/EpistasisLab.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2020-07-30T16:42:22.000Z","updated_at":"2021-12-18T18:39:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"354d9265-7256-46ad-aced-cee0a90bb7fc","html_url":"https://github.com/EpistasisLab/Conservation-Machine-Learning","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/EpistasisLab/Conservation-Machine-Learning","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FConservation-Machine-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FConservation-Machine-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FConservation-Machine-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FConservation-Machine-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/EpistasisLab","download_url":"https://codeload.github.com/EpistasisLab/Conservation-Machine-Learning/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EpistasisLab%2FConservation-Machine-Learning/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32121208,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-22T00:31:26.853Z","status":"online","status_checked_at":"2026-04-22T02:00:05.693Z","response_time":58,"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":"2024-11-16T16:17:13.940Z","updated_at":"2026-04-22T04:35:48.526Z","avatar_url":"https://github.com/EpistasisLab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Conservation Machine Learning\n\n* `cml-bdm.py`: The code accompanying the paper: [M. Sipper and J. H. Moore, \"Conservation Machine Learning\", _BioData Mining_, 2020](https://biodatamining.biomedcentral.com/articles/10.1186/s13040-020-00220-z). \n\n* `crf.py`: The code accompanying the paper: [M. Sipper and J. H. Moore, \"Conservation Machine Learning: A Case Study of Random Forests\", _Nature Scientific Reports_, 2021](https://www.nature.com/articles/s41598-021-83247-4). \n\nIf you wish to cite this work:\n```\n@article{sipper2021conservation,\n  title={Conservation machine learning: a case study of random forests},\n  author={Sipper, Moshe and Moore, Jason H},\n  journal={Scientific Reports},\n  volume={11},\n  number={1},\n  pages={1--6},\n  year={2021},\n  publisher={Nature Publishing Group}\n}\n\n@misc{sipper2020conservation,\n  title={Conservation machine learning},\n  author={Sipper, Moshe and Moore, Jason H},\n  journal={BioData Mining},\n  volume={13},\n  number={1},\n  pages={1--4},\n  year={2020},\n  publisher={BioMed Central}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepistasislab%2Fconservation-machine-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fepistasislab%2Fconservation-machine-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepistasislab%2Fconservation-machine-learning/lists"}