{"id":357278,"url":"https://github.com/BiomedSciAI/fuse-med-ml","last_synced_at":"2026-06-22T00:01:58.636Z","repository":{"id":37010588,"uuid":"379590754","full_name":"BiomedSciAI/fuse-med-ml","owner":"BiomedSciAI","description":"A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)","archived":false,"fork":false,"pushed_at":"2026-04-12T10:32:18.000Z","size":109312,"stargazers_count":158,"open_issues_count":34,"forks_count":40,"subscribers_count":11,"default_branch":"master","last_synced_at":"2026-06-09T18:04:27.374Z","etag":null,"topics":["ai","cmmd","collaboration","ct","deep-learning","fuse","fuse-med-ml","fusemedml","hacktoberfest","healthcare","isic","knight-challenge","machine-learning","medical","medical-imaging","multimodality","python","pytorch","stoic","vision"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/BiomedSciAI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2021-06-23T12:10:42.000Z","updated_at":"2026-04-28T19:40:20.000Z","dependencies_parsed_at":"2023-11-20T06:29:51.486Z","dependency_job_id":"f97fe77a-a911-4f65-b181-17080504374f","html_url":"https://github.com/BiomedSciAI/fuse-med-ml","commit_stats":{"total_commits":415,"total_committers":32,"mean_commits":12.96875,"dds":0.7493975903614458,"last_synced_commit":"995d85a2c411148d95d323140fa2966d2caea8b3"},"previous_names":["ibm/fuse-med-ml"],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BiomedSciAI","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34550858,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-19T02:00:06.005Z","response_time":61,"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"}},"owner":{"login":"BiomedSciAI","name":"BiomedSciAI","uuid":"108874137","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/108874137?v=4","repositories_count":6,"last_synced_at":"2025-04-09T00:01:46.123Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/BiomedSciAI","funding_links":[],"total_stars":null,"followers":64,"following":0,"created_at":"2022-11-14T07:08:13.784Z","updated_at":"2025-04-09T00:01:46.123Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BiomedSciAI","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BiomedSciAI/repositories"},"packages":[{"id":2742258,"name":"fuse-med-ml","ecosystem":"pypi","description":"A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)","homepage":null,"licenses":"Apache License 2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/BiomedSciAI/fuse-med-ml","keywords_array":[],"namespace":null,"versions_count":24,"first_release_published_at":"2021-07-12T06:59:40.000Z","latest_release_published_at":"2026-02-21T10:47:59.000Z","latest_release_number":"0.4.1","last_synced_at":"2026-06-09T18:02:39.506Z","created_at":"2022-04-10T11:04:59.089Z","updated_at":"2026-06-09T18:09:31.044Z","registry_url":"https://pypi.org/project/fuse-med-ml/","install_command":"pip install fuse-med-ml --index-url https://pypi.org/simple","documentation_url":"https://fuse-med-ml.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12"],"normalized_name":"fuse-med-ml","project_status":null},"repo_metadata":{"id":37010588,"uuid":"379590754","full_name":"BiomedSciAI/fuse-med-ml","owner":"BiomedSciAI","description":"A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)","archived":false,"fork":false,"pushed_at":"2026-04-12T10:32:18.000Z","size":109312,"stargazers_count":158,"open_issues_count":34,"forks_count":40,"subscribers_count":11,"default_branch":"master","last_synced_at":"2026-05-30T13:03:31.531Z","etag":null,"topics":["ai","cmmd","collaboration","ct","deep-learning","fuse","fuse-med-ml","fusemedml","hacktoberfest","healthcare","isic","knight-challenge","machine-learning","medical","medical-imaging","multimodality","python","pytorch","stoic","vision"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/BiomedSciAI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2021-06-23T12:10:42.000Z","updated_at":"2026-04-28T19:40:20.000Z","dependencies_parsed_at":"2023-11-20T06:29:51.486Z","dependency_job_id":"f97fe77a-a911-4f65-b181-17080504374f","html_url":"https://github.com/BiomedSciAI/fuse-med-ml","commit_stats":{"total_commits":415,"total_committers":32,"mean_commits":12.96875,"dds":0.7493975903614458,"last_synced_commit":"995d85a2c411148d95d323140fa2966d2caea8b3"},"previous_names":["ibm/fuse-med-ml"],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BiomedSciAI","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34118757,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-09T02:00:06.510Z","response_time":63,"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"},"owner_record":{"login":"BiomedSciAI","name":"BiomedSciAI","uuid":"108874137","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/108874137?v=4","repositories_count":6,"last_synced_at":"2025-04-09T00:01:46.123Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/BiomedSciAI","funding_links":[],"total_stars":null,"followers":64,"following":0,"created_at":"2022-11-14T07:08:13.784Z","updated_at":"2025-04-09T00:01:46.123Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BiomedSciAI","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BiomedSciAI/repositories"},"tags":[{"name":"0.4.1","sha":"ed6f930ea2116888da0a17a7c79660f13e0e4da0","kind":"commit","published_at":"2026-02-21T10:42:30.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.4.1","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.4.1/manifests"},{"name":"0.4.0","sha":"abfcde760efcd1a76d0d9f6db18451e7ac80f7d2","kind":"commit","published_at":"2024-10-21T10:43:35.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.4.0","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.4.0/manifests"},{"name":"mammal_paper_oct_2024","sha":"abfcde760efcd1a76d0d9f6db18451e7ac80f7d2","kind":"commit","published_at":"2024-10-21T10:43:35.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/mammal_paper_oct_2024","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/mammal_paper_oct_2024","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@mammal_paper_oct_2024","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/mammal_paper_oct_2024","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/mammal_paper_oct_2024/manifests"},{"name":"0.3.0","sha":"5801f6e16159f171a02719236492093d7e73f3ea","kind":"commit","published_at":"2023-02-28T10:01:20.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.3.0","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.3.0/manifests"},{"name":"0.2.9","sha":"2148e88e4b3b024588ba959f45167104787b07f8","kind":"commit","published_at":"2022-11-22T09:38:08.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.9","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.9/manifests"},{"name":"0.2.8","sha":"b3203dfd999ff46dbad37d580d5ae5d207d8688f","kind":"commit","published_at":"2022-11-11T14:12:31.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.8","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.8/manifests"},{"name":"0.2.7","sha":"f2097fa6f77b8070e2af4ff480237f5bbb87a0eb","kind":"commit","published_at":"2022-10-19T06:54:00.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.7","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.7/manifests"},{"name":"0.2.6","sha":"7fbd0c541caa21a8c29b857b1be7ea170461c6d7","kind":"commit","published_at":"2022-10-16T07:03:59.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.6","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.6/manifests"},{"name":"0.2.5","sha":"9e46921852b16447e1beb9bb90edf447e514e42a","kind":"commit","published_at":"2022-10-11T13:55:14.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.5","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.5/manifests"},{"name":"0.2.4","sha":"7d6676bfa015e97c4c9583bdc4634287d21e02be","kind":"commit","published_at":"2022-09-29T10:54:23.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.4","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.4/manifests"},{"name":"0.2.3","sha":"04af144ac21db8416ae4cd9980c1ea2b00ddba3f","kind":"commit","published_at":"2022-09-21T14:48:45.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.3","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.3/manifests"},{"name":"0.2.2","sha":"12c08bc1fed663d583c3b4b83d263dfa3b314fd3","kind":"commit","published_at":"2022-08-30T07:03:44.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.2","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.2/manifests"},{"name":"0.2.1","sha":"07e9d7263d108ee1aaad60ff70740e59d23a4934","kind":"commit","published_at":"2022-08-02T06:58:14.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.1","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.1/manifests"},{"name":"0.2.0","sha":"def992546b1d1156decb786ec370fa918d459514","kind":"commit","published_at":"2022-07-11T06:46:09.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.2.0","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.2.0/manifests"},{"name":"0.1.12.fixed","sha":"a2f80b89a6b0644bc5ffc4a3402344ac4c755cdd","kind":"commit","published_at":"2022-03-13T17:15:52.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.12.fixed","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.12.fixed","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.12.fixed","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.12.fixed","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.12.fixed/manifests"},{"name":"0.1.12","sha":"42f7cc814250a21913e1429bd041e8665787fb0e","kind":"commit","published_at":"2022-03-13T08:01:48.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.12","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.12","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.12","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.12","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.12/manifests"},{"name":"0.1.11","sha":"ba1f4f8d2e06c1da83dcaa4fa4a965906d543f3e","kind":"commit","published_at":"2021-12-22T08:38:17.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.11","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.11","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.11","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.11","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.11/manifests"},{"name":"0.1.10","sha":"56821be0824b599dfbbd7a4b158436cb2c300812","kind":"commit","published_at":"2021-12-01T07:37:33.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.10","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.10","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.10","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.10","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.10/manifests"},{"name":"0.1.9-new","sha":"fb5f905ae17ade494d6b7c984632f56e2aad5015","kind":"commit","published_at":"2021-10-05T14:13:52.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.9-new","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.9-new","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.9-new","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.9-new","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.9-new/manifests"},{"name":"0.1.9","sha":"8f631d5dbee0751cfd194dda5c3ba9a86a23a912","kind":"commit","published_at":"2021-10-05T14:06:51.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.9","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.9/manifests"},{"name":"0.1.8","sha":"1cb3d2dad1bb7b452f352a3a5b552392c20c2659","kind":"commit","published_at":"2021-09-10T10:39:04.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.8","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.8/manifests"},{"name":"0.1.7","sha":"cc0605e7ad7da0b372c05083f80608df4ad5443c","kind":"commit","published_at":"2021-08-17T13:55:23.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.7","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.7/manifests"},{"name":"0.1.6","sha":"86a98e5e5ad97726c03ecccb8acf1df5a49b9cfd","kind":"commit","published_at":"2021-07-28T06:31:08.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.6","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.6/manifests"},{"name":"0.1.5","sha":"d073e7e9763c4e92f2dd31bf6cfaa2ce23722313","kind":"commit","published_at":"2021-07-26T19:57:47.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.5","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.5/manifests"},{"name":"0.1.2","sha":"df5bec4e0dcebf075da95f2abda06c342689db98","kind":"commit","published_at":"2021-07-12T09:18:02.000Z","download_url":"https://codeload.github.com/BiomedSciAI/fuse-med-ml/tar.gz/0.1.2","html_url":"https://github.com/BiomedSciAI/fuse-med-ml/releases/tag/0.1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/BiomedSciAI/fuse-med-ml@0.1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/tags/0.1.2/manifests"}]},"repo_metadata_updated_at":"2026-06-09T18:09:31.044Z","dependent_packages_count":0,"downloads":2856,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":13.368461058071516,"dependent_repos_count":21.627614287651376,"dependent_packages_count":10.069287946036377,"stargazers_count":6.598822886868047,"forks_count":6.768532272291614,"docker_downloads_count":null,"average":11.686543690183786},"purl":"pkg:pypi/fuse-med-ml","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/fuse-med-ml","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/fuse-med-ml","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/fuse-med-ml/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-04-25T23:40:22.946Z","issues_count":32,"pull_requests_count":224,"avg_time_to_close_issue":7808361.047619048,"avg_time_to_close_pull_request":1142564.9090909092,"issues_closed_count":21,"pull_requests_closed_count":209,"pull_request_authors_count":26,"issue_authors_count":12,"avg_comments_per_issue":1.28125,"avg_comments_per_pull_request":0.44642857142857145,"merged_pull_requests_count":193,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":21,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":807468.7222222222,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":18,"past_year_pull_request_authors_count":8,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.19047619047619047,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":18,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/issues","maintainers":[{"login":"mosheraboh","count":56,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mosheraboh"},{"login":"SagiPolaczek","count":51,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SagiPolaczek"},{"login":"YoelShoshan","count":23,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/YoelShoshan"},{"login":"alex-golts","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alex-golts"},{"login":"michalozeryflato","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michalozeryflato"},{"login":"sivanravidos","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sivanravidos"},{"login":"bensha6757","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bensha6757"},{"login":"smartdanny","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/smartdanny"},{"login":"ellabarkan","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ellabarkan"},{"login":"itaijj","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/itaijj"},{"login":"liamhazan","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/liamhazan"},{"login":"IdoAmosIBM","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/IdoAmosIBM"},{"login":"floccinauc","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/floccinauc"},{"login":"avihu111","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/avihu111"},{"login":"mayhamri","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mayhamri"},{"login":"egozi","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/egozi"},{"login":"Yishailevine","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Yishailevine"},{"login":"RomiPolaczek","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RomiPolaczek"},{"login":"matanninio","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/matanninio"},{"login":"shanb1712","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/shanb1712"},{"login":"simona-rc","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/simona-rc"},{"login":"shatz01","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/shatz01"},{"login":"shakedpe","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/shakedpe"}],"active_maintainers":[{"login":"mosheraboh","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mosheraboh"},{"login":"mayhamri","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mayhamri"},{"login":"Yishailevine","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Yishailevine"},{"login":"alex-golts","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alex-golts"},{"login":"bensha6757","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bensha6757"},{"login":"floccinauc","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/floccinauc"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fuse-med-ml/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fuse-med-ml/version_numbers","latest_version_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fuse-med-ml/latest_version","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fuse-med-ml/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fuse-med-ml/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/fuse-med-ml/codemeta","maintainers":[{"uuid":"mosheraboh","login":"mosheraboh","name":null,"email":null,"url":null,"packages_count":3,"html_url":"https://pypi.org/user/mosheraboh/","role":null,"created_at":"2023-01-26T10:01:49.273Z","updated_at":"2023-01-26T10:01:49.273Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mosheraboh/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":889399,"maintainers_count":380928,"namespaces_count":0,"keywords_count":289179,"github":"pypi","metadata":{"funded_packages_count":54301},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-06-10T05:13:28.296Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":584059,"full_name":"BiomedSciAI/fuse-med-ml","default_branch":"master","total_commits":487,"total_committers":39,"total_bot_commits":2,"total_bot_committers":1,"mean_commits":12.487179487179487,"dds":0.7453798767967146,"past_year_total_commits":18,"past_year_total_committers":10,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":1.8,"past_year_dds":0.7222222222222222,"last_synced_at":"2026-06-14T13:34:20.601Z","last_synced_commit":"71862c7b82751c51a7ac349335cea32ef5fb9890","created_at":"2023-03-09T06:00:29.100Z","updated_at":"2026-06-14T13:29:36.389Z","committers":[{"name":"Moshiko Raboh","email":"86309179+mosheraboh","login":"mosheraboh","count":124},{"name":"Alex Golts","email":"alex.golts@ibm.com","login":"alex-golts","count":85},{"name":"moshiko","email":"moshiko.raboh@ibm.com","login":null,"count":46},{"name":"Sagi Polaczek","email":"56922146+SagiPolaczek","login":"SagiPolaczek","count":40},{"name":"itaijj","email":"itaijj2@gmail.com","login":"itaijj","count":24},{"name":"YoelShoshan","email":"yoelshoshan@gmail.com","login":"YoelShoshan","count":23},{"name":"Liam Hazan","email":"liam.hazan@ibm.com","login":"liamhazan","count":18},{"name":"Michal Ozery-Flato","email":"104420142+michalozeryflato","login":"michalozeryflato","count":13},{"name":"itaiguez","email":"itai.guez@ibm.com","login":null,"count":12},{"name":"sagi","email":"sagi.polaczek@ibm.com","login":null,"count":11},{"name":"#Sagi Polaczek#Sagi.Polaczek@ibm.com","email":"sagip@lsf-gpu3.haifa.ibm.com","login":null,"count":11},{"name":"Daniel Shats","email":"danielshats1@gmail.com","login":"shatz01","count":11},{"name":"Avihu Dekel","email":"avihu112@gmail.com","login":"avihu111","count":8},{"name":"Ben Shapira","email":"66549915+bensha6757","login":"bensha6757","count":6},{"name":"Sivan Ravid","email":"12941495+sivanravidos","login":"sivanravidos","count":5},{"name":"ttlusty","email":"ttlusty@ibm.com","login":null,"count":4},{"name":"Ella Barkan","email":"ella@il.ibm.com","login":"ellabarkan","count":4},{"name":"IdoAmosIBM","email":"141218370+IdoAmosIBM","login":"IdoAmosIBM","count":4},{"name":"Antonio Foncubierta Rodríguez","email":"afoncubierta","login":"afoncubierta","count":3},{"name":"Vadim Ratner","email":"92428874+floccinauc","login":"floccinauc","count":3},{"name":"shakedpe","email":"43695383+shakedpe","login":"shakedpe","count":3},{"name":"simona","email":"simona@il.ibm.com","login":null,"count":3},{"name":"vadimra","email":"vadimra@il.ibm.com","login":null,"count":2},{"name":"xinwxin","email":"wongalysson@gmail.com","login":"xinwxin","count":2},{"name":"simona-rc","email":"86354397+simona-rc","login":"simona-rc","count":2},{"name":"mayhamri","email":"92399855+mayhamri","login":"mayhamri","count":2},{"name":"imgbot[bot]","email":"31301654+imgbot[bot]","login":"imgbot[bot]","count":2},{"name":"agiova","email":"37066397+agiova","login":"agiova","count":2},{"name":"Yishai Levine","email":"levin320@gmail.com","login":"Yishailevine","count":2},{"name":"Panos Vagenas","email":"35837085+vagenas","login":"vagenas","count":2},{"name":"Amir Egozi","email":"egozi5@gmail.com","login":"egozi","count":2},{"name":"Albern S","email":"62778698+abnsy","login":"abnsy","count":1},{"name":"ImgBotApp","email":"ImgBotHelp@gmail.com","login":"ImgBotApp","count":1},{"name":"Ishita Kabra","email":"58788445+ishita1805","login":"ishita1805","count":1},{"name":"Matan Ninio","email":"matan@github.ninio.org","login":"matanninio","count":1},{"name":"Rakesh Rathod","email":"112565618+rakesh9177","login":"rakesh9177","count":1},{"name":"Romi Polaczek","email":"168196934+RomiPolaczek","login":"RomiPolaczek","count":1},{"name":"mmdanziger","email":"mmdanziger","login":"mmdanziger","count":1},{"name":"taltlusty","email":"taltlusty@gmail.com","login":"taltlusty","count":1}],"past_year_committers":[{"name":"Moshiko Raboh","email":"86309179+mosheraboh","login":"mosheraboh","count":5},{"name":"xinwxin","email":"wongalysson@gmail.com","login":"xinwxin","count":2},{"name":"mayhamri","email":"92399855+mayhamri","login":"mayhamri","count":2},{"name":"Yishai Levine","email":"levin320@gmail.com","login":"Yishailevine","count":2},{"name":"Ben Shapira","email":"66549915+bensha6757","login":"bensha6757","count":2},{"name":"mmdanziger","email":"mmdanziger","login":"mmdanziger","count":1},{"name":"Vadim Ratner","email":"92428874+floccinauc","login":"floccinauc","count":1},{"name":"Michal Ozery-Flato","email":"104420142+michalozeryflato","login":"michalozeryflato","count":1},{"name":"Ella Barkan","email":"ella@il.ibm.com","login":"ellabarkan","count":1},{"name":"Alex Golts","email":"alex.golts@ibm.com","login":"alex-golts","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-19T00:00:07.604Z","repositories_count":6264137,"commits_count":875134822,"contributors_count":35080009,"owners_count":1168894,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues":{"table":{"full_name":"BiomedSciAI/fuse-med-ml","html_url":"https://github.com/BiomedSciAI/fuse-med-ml","last_synced_at":"2026-04-25T23:40:22.946Z","status":"active","issues_count":32,"pull_requests_count":224,"avg_time_to_close_issue":7808361.047619048,"avg_time_to_close_pull_request":1142564.9090909092,"issues_closed_count":21,"pull_requests_closed_count":209,"pull_request_authors_count":26,"issue_authors_count":12,"avg_comments_per_issue":1.28125,"avg_comments_per_pull_request":0.44642857142857145,"merged_pull_requests_count":193,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":21,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":807468.7222222222,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":18,"past_year_pull_request_authors_count":8,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":0.19047619047619047,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":18,"created_at":"2023-05-14T14:33:11.447Z","updated_at":"2026-04-25T23:40:22.946Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/BiomedSciAI%2Ffuse-med-ml/issues","issue_labels_count":{"table":{"bug":13,"enhancement":11,"good first issue":6,"question":2,"wontfix":1,"DEV":1,"up-for-grabs":1,"help wanted":1,"documentation":1}},"pull_request_labels_count":{"table":{"enhancement":3,"example":1,"dependencies":1}},"issue_author_associations_count":{"table":{"COLLABORATOR":28,"NONE":4}},"pull_request_author_associations_count":{"table":{"COLLABORATOR":219,"CONTRIBUTOR":4,"NONE":1}},"issue_authors":{"table":{"SagiPolaczek":11,"mosheraboh":6,"anupamajha1":3,"avihu111":2,"egozi":2,"alex-golts":2,"simona-rc":1,"ellabarkan":1,"sivanravidos":1,"itaijj":1,"Betty-J":1,"smartdanny":1}},"pull_request_authors":{"table":{"mosheraboh":50,"SagiPolaczek":40,"YoelShoshan":23,"alex-golts":16,"michalozeryflato":13,"bensha6757":10,"smartdanny":9,"sivanravidos":9,"liamhazan":7,"IdoAmosIBM":6,"ellabarkan":6,"itaijj":6,"floccinauc":5,"mayhamri":4,"avihu111":3,"matanninio":2,"shanb1712":2,"rakesh9177":2,"Yishailevine":2,"RomiPolaczek":2,"egozi":1,"shatz01":1,"xinwxin":1,"dependabot[bot]":1,"mmdanziger":1,"shakedpe":1,"simona-rc":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-06-03T00:00:10.974Z","repositories_count":14750430,"issues_count":33335552,"pull_requests_count":110001854,"authors_count":11290124,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"}},"past_year_issue_labels_count":{"table":{}},"past_year_pull_request_labels_count":{"table":{}},"past_year_issue_author_associations_count":{"table":{}},"past_year_pull_request_author_associations_count":{"table":{"COLLABORATOR":15,"CONTRIBUTOR":2}},"past_year_issue_authors":{"table":{}},"past_year_pull_request_authors":{"table":{"mosheraboh":6,"mayhamri":4,"Yishailevine":2,"alex-golts":1,"bensha6757":1,"floccinauc":1,"mmdanziger":1,"xinwxin":1}},"maintainers":[{"table":{"login":"mosheraboh","count":56,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mosheraboh"}},{"table":{"login":"SagiPolaczek","count":51,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/SagiPolaczek"}},{"table":{"login":"YoelShoshan","count":23,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/YoelShoshan"}},{"table":{"login":"alex-golts","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alex-golts"}},{"table":{"login":"michalozeryflato","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michalozeryflato"}},{"table":{"login":"sivanravidos","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/sivanravidos"}},{"table":{"login":"bensha6757","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bensha6757"}},{"table":{"login":"smartdanny","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/smartdanny"}},{"table":{"login":"ellabarkan","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/ellabarkan"}},{"table":{"login":"itaijj","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/itaijj"}},{"table":{"login":"liamhazan","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/liamhazan"}},{"table":{"login":"IdoAmosIBM","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/IdoAmosIBM"}},{"table":{"login":"floccinauc","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/floccinauc"}},{"table":{"login":"avihu111","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/avihu111"}},{"table":{"login":"mayhamri","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mayhamri"}},{"table":{"login":"egozi","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/egozi"}},{"table":{"login":"Yishailevine","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Yishailevine"}},{"table":{"login":"RomiPolaczek","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RomiPolaczek"}},{"table":{"login":"matanninio","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/matanninio"}},{"table":{"login":"shanb1712","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/shanb1712"}},{"table":{"login":"simona-rc","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/simona-rc"}},{"table":{"login":"shatz01","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/shatz01"}},{"table":{"login":"shakedpe","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/shakedpe"}}],"active_maintainers":[{"table":{"login":"mosheraboh","count":6,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mosheraboh"}},{"table":{"login":"mayhamri","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mayhamri"}},{"table":{"login":"Yishailevine","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Yishailevine"}},{"table":{"login":"alex-golts","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alex-golts"}},{"table":{"login":"bensha6757","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bensha6757"}},{"table":{"login":"floccinauc","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/floccinauc"}}]}},"events":{"total":{"ReleaseEvent":1,"DeleteEvent":13,"MemberEvent":6,"PullRequestEvent":55,"ForkEvent":4,"IssuesEvent":2,"WatchEvent":12,"IssueCommentEvent":11,"PushEvent":96,"PullRequestReviewEvent":72,"PullRequestReviewCommentEvent":37,"CreateEvent":31},"last_year":{"DeleteEvent":8,"MemberEvent":2,"PullRequestEvent":17,"ForkEvent":2,"WatchEvent":3,"IssueCommentEvent":4,"PushEvent":20,"PullRequestReviewEvent":6,"PullRequestReviewCommentEvent":1,"CreateEvent":8}},"keywords":["ai","cmmd","collaboration","ct","deep-learning","fuse","fuse-med-ml","fusemedml","hacktoberfest","healthcare","isic","knight-challenge","machine-learning","medical","medical-imaging","multimodality","python","pytorch","stoic","vision"],"dependencies":[{"ecosystem":"pypi","filepath":"fuse/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-15T15:00:31.900Z","updated_at":"2022-07-15T15:00:31.900Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/fuse/requirements.txt","dependencies":[{"id":220640887,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.18.5","direct":true,"kind":"runtime","optional":false},{"id":220640888,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.2","direct":true,"kind":"runtime","optional":false},{"id":220640889,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.52.0","direct":true,"kind":"runtime","optional":false},{"id":220640890,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.5.4","direct":true,"kind":"runtime","optional":false},{"id":220640891,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3.3","direct":true,"kind":"runtime","optional":false},{"id":220640892,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=0.23.2","direct":true,"kind":"runtime","optional":false},{"id":220640893,"package_name":"termcolor","ecosystem":"pypi","requirements":"\u003e=1.1.0","direct":true,"kind":"runtime","optional":false},{"id":220640894,"package_name":"torch","ecosystem":"pypi","requirements":"\u003e=1.5.0","direct":true,"kind":"runtime","optional":false},{"id":220640895,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.8.1","direct":true,"kind":"runtime","optional":false},{"id":220640896,"package_name":"tensorboard","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640897,"package_name":"wget","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640898,"package_name":"ipython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640899,"package_name":"h5py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640900,"package_name":"hdf5plugin","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640901,"package_name":"deepdiff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640902,"package_name":"statsmodels","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640903,"package_name":"xmlrunner","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640904,"package_name":"paramiko","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640905,"package_name":"tables","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640906,"package_name":"psutil","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640907,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640908,"package_name":"pytorch_lightning","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640909,"package_name":"hydra-core","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640910,"package_name":"omegaconf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220640911,"package_name":"pycocotools","ecosystem":"pypi","requirements":"\u003e=2.0.1","direct":true,"kind":"runtime","optional":false},{"id":220640912,"package_name":"nibabel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"fuse/requirements_dev.txt","sha":null,"kind":"manifest","created_at":"2022-07-15T15:00:32.225Z","updated_at":"2022-07-15T15:00:32.225Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/fuse/requirements_dev.txt","dependencies":[{"id":220642066,"package_name":"testbook","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220642067,"package_name":"mypy","ecosystem":"pypi","requirements":"==0.950","direct":true,"kind":"runtime","optional":false},{"id":220642068,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220642069,"package_name":"black","ecosystem":"pypi","requirements":"==22.3.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"fuseimg/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-15T15:00:32.514Z","updated_at":"2022-07-15T15:00:32.514Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/fuseimg/requirements.txt","dependencies":[{"id":220648470,"package_name":"scikit-image","ecosystem":"pypi","requirements":"\u003e=0.17.2","direct":true,"kind":"runtime","optional":false},{"id":220648474,"package_name":"torchvision","ecosystem":"pypi","requirements":"\u003e=0.8.1","direct":true,"kind":"runtime","optional":false},{"id":220648475,"package_name":"SimpleITK","ecosystem":"pypi","requirements":"\u003e=1.2.0","direct":true,"kind":"runtime","optional":false},{"id":220648479,"package_name":"opencv-python","ecosystem":"pypi","requirements":"\u003c=4.3.0.36","direct":true,"kind":"runtime","optional":false},{"id":220648480,"package_name":"pydicom","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":220648482,"package_name":"medpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/lint.yaml","sha":null,"kind":"manifest","created_at":"2023-01-17T13:01:17.664Z","updated_at":"2023-01-17T13:01:17.664Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/.github/workflows/lint.yaml","dependencies":[{"id":6993582226,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6993582229,"package_name":"psf/black","ecosystem":"actions","requirements":"stable","direct":true,"kind":"composite","optional":false},{"id":6993582231,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6993582234,"package_name":"py-actions/flake8","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-publish.yml","sha":null,"kind":"manifest","created_at":"2023-01-17T13:01:17.760Z","updated_at":"2023-01-17T13:01:17.760Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/.github/workflows/python-publish.yml","dependencies":[{"id":6993582422,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6993582423,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6993582424,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"27b31702a0e7fc50959f5ad993c78deac1bdfc29","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"fuse_examples/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-11-20T06:29:49.185Z","updated_at":"2023-11-20T06:29:49.185Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/fuse_examples/requirements.txt","dependencies":[{"id":14607118347,"package_name":"pydicom","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14607118428,"package_name":"scikit-image","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14607118466,"package_name":"medpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14607118910,"package_name":"transformers","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":14607118911,"package_name":"monai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-11-20T06:29:51.228Z","updated_at":"2023-11-20T06:29:51.228Z","repository_link":"https://github.com/BiomedSciAI/fuse-med-ml/blob/master/setup.py","dependencies":[]}],"score":16.87893437664724,"created_at":"2025-04-11T10:19:24.658Z","updated_at":"2026-06-22T00:01:58.636Z","avatar_url":"https://github.com/BiomedSciAI.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/357278","html_url":"https://summary.ecosyste.ms/projects/357278"}