{"id":14958334,"url":"https://github.com/phuijse/bagging_pu","last_synced_at":"2025-10-15T20:40:30.769Z","repository":{"id":43612201,"uuid":"71512566","full_name":"phuijse/bagging_pu","owner":"phuijse","description":"Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles","archived":false,"fork":false,"pushed_at":"2017-01-03T01:55:01.000Z","size":426,"stargazers_count":90,"open_issues_count":0,"forks_count":20,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-01-31T00:25:06.632Z","etag":null,"topics":["ensemble","machine-learning","positive-unlabeled-learning","semi-supervised","sklearn"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/phuijse.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}},"created_at":"2016-10-20T23:29:39.000Z","updated_at":"2024-11-28T13:49:11.000Z","dependencies_parsed_at":"2022-09-13T20:10:59.695Z","dependency_job_id":null,"html_url":"https://github.com/phuijse/bagging_pu","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/phuijse%2Fbagging_pu","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/phuijse%2Fbagging_pu/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/phuijse%2Fbagging_pu/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/phuijse%2Fbagging_pu/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/phuijse","download_url":"https://codeload.github.com/phuijse/bagging_pu/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237926611,"owners_count":19388577,"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":["ensemble","machine-learning","positive-unlabeled-learning","semi-supervised","sklearn"],"created_at":"2024-09-24T13:16:47.487Z","updated_at":"2025-10-15T20:40:25.716Z","avatar_url":"https://github.com/phuijse.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# bagging_pu\nSimple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles of decision trees. If you use this code please cite original paper:\n\nMordelet, F., Vert, J.-P. A bagging SVM to learn from positive and unlabeled examples. Pattern Recognition Lett.(2013),http://dx.doi.org/10.1016/j.patrec.2013.06.010\n\n\nTODO\n- Parallel bagging\n- Implement performance measures from https://arxiv.org/pdf/1504.06837v2.pdf\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphuijse%2Fbagging_pu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fphuijse%2Fbagging_pu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fphuijse%2Fbagging_pu/lists"}