{"id":42529,"name":"mlrl-boomer","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","url":"https://github.com/mrapp-ke/mlrl-boomer","last_synced_at":"2025-09-05T09:28:31.117Z","repository":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273736940,"owners_count":25158772,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"packages":[{"id":2804608,"name":"mlrl-testbed","ecosystem":"pypi","description":"Provides utilities for the training and evaluation of machine learning algorithms","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["machine learning","multi-label classification","multi-output regression","multi-target regression"],"namespace":null,"versions_count":20,"first_release_published_at":"2021-12-05T18:27:51.000Z","latest_release_published_at":"2025-08-22T23:12:29.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:18.845Z","created_at":"2022-04-10T11:37:31.343Z","updated_at":"2025-09-04T16:45:18.846Z","registry_url":"https://pypi.org/project/mlrl-testbed/","install_command":"pip install mlrl-testbed --index-url https://pypi.org/simple","documentation_url":"https://mlrl-testbed.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-testbed","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules","archived":false,"fork":false,"pushed_at":"2024-04-13T20:41:45.000Z","size":224622,"stargazers_count":0,"open_issues_count":6,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-04-13T21:54:10.960Z","etag":null,"topics":["gradient-boosting","machine-learning","multilabel-classification","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2019-10-17T12:08:54.000Z","updated_at":"2024-05-05T18:20:09.049Z","dependencies_parsed_at":"2024-04-20T15:47:12.144Z","dependency_job_id":null,"html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":10,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":222114359,"owners_count":16933840,"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"},"owner_record":{"login":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2024-10-29T21:29:17.252Z","dependent_packages_count":0,"downloads":120,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":59.70896887297107,"dependent_repos_count":21.64168977689945,"dependent_packages_count":10.051680376746889,"stargazers_count":14.18822463733496,"forks_count":19.10404629801288,"docker_downloads_count":null,"average":24.938921992393052},"purl":"pkg:pypi/mlrl-testbed","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-testbed","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-testbed","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-testbed/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2024-03-28T23:45:11.008Z","issues_count":6,"pull_requests_count":2,"avg_time_to_close_issue":6139194.666666667,"avg_time_to_close_pull_request":208276.5,"issues_closed_count":6,"pull_requests_closed_count":2,"pull_request_authors_count":2,"issue_authors_count":3,"avg_comments_per_issue":4.0,"avg_comments_per_pull_request":1.5,"merged_pull_requests_count":2,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":1,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":416462.0,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":1,"past_year_pull_request_authors_count":1,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":3.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":1,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FBoomer/issues","maintainers":[],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2023-02-24T17:07:59.073Z","updated_at":"2023-02-24T17:07:59.073Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":11852644,"name":"mlrl-util","ecosystem":"pypi","description":"Provides common utilities used by the mlrl-* packages.","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["utilities"],"namespace":null,"versions_count":6,"first_release_published_at":"2025-06-29T23:33:53.000Z","latest_release_published_at":"2025-08-22T23:12:35.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:18.338Z","created_at":"2025-06-29T23:45:30.484Z","updated_at":"2025-09-05T06:56:21.307Z","registry_url":"https://pypi.org/project/mlrl-util/","install_command":"pip install mlrl-util --index-url https://pypi.org/simple","documentation_url":"https://mlrl-util.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-util","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.305Z","dependent_packages_count":0,"downloads":96,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":50.23200511656057,"dependent_packages_count":8.914490769158128,"stargazers_count":29.853755924272285,"forks_count":31.192236532768224,"docker_downloads_count":null,"average":30.0481220856898},"purl":"pkg:pypi/mlrl-util","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-util","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-util","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-util/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-util/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-util/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-util/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-util/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2025-06-30T00:03:23.990Z","updated_at":"2025-06-30T00:03:23.990Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":2804607,"name":"mlrl-common","ecosystem":"pypi","description":"Provides common modules to be used by different types of multi-label rule learning algorithms","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["machine learning","multi-label classification","multi-output regression","multi-target regression","rule learning","scikit-learn"],"namespace":null,"versions_count":20,"first_release_published_at":"2021-12-05T18:27:48.000Z","latest_release_published_at":"2025-08-22T23:11:59.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:19.174Z","created_at":"2022-04-10T11:37:31.321Z","updated_at":"2025-09-05T06:56:21.291Z","registry_url":"https://pypi.org/project/mlrl-common/","install_command":"pip install mlrl-common --index-url https://pypi.org/simple","documentation_url":"https://mlrl-common.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Developers","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX :: Linux","Programming Language :: C++","Programming Language :: Cython","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-common","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.290Z","dependent_packages_count":3,"downloads":631,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":15.815205134379934,"dependent_repos_count":21.64168977689945,"dependent_packages_count":3.1365511125381773,"stargazers_count":14.18822463733496,"forks_count":19.10404629801288,"docker_downloads_count":null,"average":14.777143391833082},"purl":"pkg:pypi/mlrl-common","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-common","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-common","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-common/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-common/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-common/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-common/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-common/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2023-02-24T17:07:58.421Z","updated_at":"2023-02-24T17:07:58.421Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":11852642,"name":"mlrl-testbed-sklearn","ecosystem":"pypi","description":"Adds support for the scikit-learn framework to the package \"mlrl-testbed\"","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["machine learning","scikit-learn"],"namespace":null,"versions_count":6,"first_release_published_at":"2025-06-29T23:33:51.000Z","latest_release_published_at":"2025-08-22T23:12:32.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:18.343Z","created_at":"2025-06-29T23:45:30.477Z","updated_at":"2025-09-05T06:56:21.296Z","registry_url":"https://pypi.org/project/mlrl-testbed-sklearn/","install_command":"pip install mlrl-testbed-sklearn --index-url https://pypi.org/simple","documentation_url":"https://mlrl-testbed-sklearn.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-testbed-sklearn","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.296Z","dependent_packages_count":0,"downloads":85,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":50.23200511656057,"dependent_packages_count":8.914490769158128,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":29.57324794285935},"purl":"pkg:pypi/mlrl-testbed-sklearn","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-testbed-sklearn","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-testbed-sklearn","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-testbed-sklearn/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-sklearn/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-sklearn/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-sklearn/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-sklearn/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2025-06-30T00:03:23.951Z","updated_at":"2025-06-30T00:03:23.951Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":9882533,"name":"mlrl-seco","ecosystem":"pypi","description":"A scikit-learn implementation of a Separate-and-Conquer (SeCo) multi-label rule learning algorithm","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["machine learning","multi-label classification","rule learning","scikit-learn","separate-and-conquer"],"namespace":null,"versions_count":14,"first_release_published_at":"2024-05-05T17:01:59.000Z","latest_release_published_at":"2025-08-22T23:12:14.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:19.121Z","created_at":"2024-05-05T17:16:35.374Z","updated_at":"2025-09-05T06:56:21.299Z","registry_url":"https://pypi.org/project/mlrl-seco/","install_command":"pip install mlrl-seco --index-url https://pypi.org/simple","documentation_url":"https://mlrl-seco.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX :: Linux","Programming Language :: C++","Programming Language :: Cython","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-seco","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.299Z","dependent_packages_count":1,"downloads":663,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":62.31850962815052,"dependent_packages_count":9.446173345653968,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":35.88234148690225},"purl":"pkg:pypi/mlrl-seco","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-seco","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-seco","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-seco/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-seco/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-seco/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-seco/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-seco/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2024-05-05T17:16:36.783Z","updated_at":"2024-05-05T17:16:36.783Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":2804604,"name":"mlrl-boomer","ecosystem":"pypi","description":"A scikit-learn implementation of BOOMER - an algorithm for learning gradient boosted multi-label output rules","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["gradient boosting","machine learning","multi-label classification","multi-output regression","multi-target regression","rule learning","scikit-learn"],"namespace":null,"versions_count":20,"first_release_published_at":"2021-12-05T18:27:45.000Z","latest_release_published_at":"2025-08-22T23:11:41.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:19.128Z","created_at":"2022-04-10T11:37:31.211Z","updated_at":"2025-09-05T06:56:21.300Z","registry_url":"https://pypi.org/project/mlrl-boomer/","install_command":"pip install mlrl-boomer --index-url https://pypi.org/simple","documentation_url":"https://mlrl-boomer.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX :: Linux","Programming Language :: C++","Programming Language :: Cython","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-boomer","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.300Z","dependent_packages_count":1,"downloads":701,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":18.531641602213853,"dependent_repos_count":21.64168977689945,"dependent_packages_count":4.74372965710212,"stargazers_count":14.18822463733496,"forks_count":19.10404629801288,"docker_downloads_count":null,"average":15.641866394312652},"purl":"pkg:pypi/mlrl-boomer","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-boomer","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-boomer","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-boomer/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-boomer/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-boomer/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-boomer/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-boomer/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2022-11-30T10:13:10.331Z","updated_at":"2022-11-30T10:13:10.331Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":11852643,"name":"mlrl-testbed-arff","ecosystem":"pypi","description":"Adds support for ARFF files to the package \"mlrl-testbed\"","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["arff","machine learning"],"namespace":null,"versions_count":6,"first_release_published_at":"2025-06-29T23:32:26.000Z","latest_release_published_at":"2025-08-22T23:12:31.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:19.107Z","created_at":"2025-06-29T23:45:30.481Z","updated_at":"2025-09-05T06:56:21.308Z","registry_url":"https://pypi.org/project/mlrl-testbed-arff/","install_command":"pip install mlrl-testbed-arff --index-url https://pypi.org/simple","documentation_url":"https://mlrl-testbed-arff.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-testbed-arff","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.308Z","dependent_packages_count":0,"downloads":80,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":50.23200511656057,"dependent_packages_count":8.914490769158128,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":29.57324794285935},"purl":"pkg:pypi/mlrl-testbed-arff","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-testbed-arff","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-testbed-arff","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-testbed-arff/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-arff/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-arff/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-arff/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-arff/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":null,"created_at":"2025-06-30T00:03:23.523Z","updated_at":"2025-06-30T00:03:23.523Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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"}},{"id":12032632,"name":"mlrl-testbed-slurm","ecosystem":"pypi","description":"Adds support for the Slurm Workload Manager to the package \"mlrl-testbed\"","homepage":null,"licenses":"mit","normalized_licenses":["MIT"],"repository_url":"https://github.com/mrapp-ke/MLRL-Boomer","keywords_array":["slurm"],"namespace":null,"versions_count":1,"first_release_published_at":"2025-08-22T23:12:33.000Z","latest_release_published_at":"2025-08-22T23:12:33.000Z","latest_release_number":"0.14.0","last_synced_at":"2025-09-04T16:45:19.266Z","created_at":"2025-08-22T23:15:50.441Z","updated_at":"2025-09-05T06:56:21.315Z","registry_url":"https://pypi.org/project/mlrl-testbed-slurm/","install_command":"pip install mlrl-testbed-slurm --index-url https://pypi.org/simple","documentation_url":"https://mlrl-testbed-slurm.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Science/Research","Operating System :: OS Independent","Programming Language :: Python :: 3","Topic :: Scientific/Engineering :: Artificial Intelligence","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"mlrl-testbed-slurm","project_status":null},"repo_metadata":{"id":229086167,"uuid":"215783090","full_name":"mrapp-ke/MLRL-Boomer","owner":"mrapp-ke","description":"A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules","archived":false,"fork":false,"pushed_at":"2025-09-04T15:01:27.000Z","size":470761,"stargazers_count":2,"open_issues_count":3,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-09-04T16:31:24.309Z","etag":null,"topics":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"https://mlrl-boomer.readthedocs.io/en/latest/","language":"C++","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/mrapp-ke.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","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":"2019-10-17T12:08:54.000Z","updated_at":"2025-09-04T15:01:33.000Z","dependencies_parsed_at":"2024-11-06T00:17:25.075Z","dependency_job_id":"236df5b4-2beb-4c98-9778-b00e799dad32","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","commit_stats":null,"previous_names":["mrapp-ke/mlrl-boomer"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723204,"owners_count":25156304,"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":"2025-09-05T02:00:09.113Z","response_time":402,"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":"mrapp-ke","name":null,"uuid":"48205438","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/48205438?u=34a3931e07db55f8d3642d85539bdaa4c8bd86d2\u0026v=4","repositories_count":3,"last_synced_at":"2023-06-13T17:30:47.816Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/mrapp-ke","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-06-13T17:30:47.856Z","updated_at":"2023-06-13T17:30:47.856Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mrapp-ke/repositories"},"tags":[{"name":"0.14.0","sha":"178ea7ece9cd77ed4991720ec6adbc79bd574daf","kind":"commit","published_at":"2025-08-22T22:58:17.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.14.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.14.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.14.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.14.0/manifests"},{"name":"0.13.1","sha":"7ef00f9f9eb4a599ba72da570659a9ce1aeaa5f7","kind":"commit","published_at":"2025-08-04T18:54:22.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.1/manifests"},{"name":"0.13.0","sha":"e1a99c6be77583adc0fb75a6bbeabaa3f4718afd","kind":"commit","published_at":"2025-08-04T17:14:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.13.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.13.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.13.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.13.0/manifests"},{"name":"0.12.3","sha":"82fb098c25a6c4bb27450717dd6ecd00615a21cf","kind":"commit","published_at":"2025-08-02T16:35:09.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.3/manifests"},{"name":"0.12.2","sha":"3f10309d00fae6449fa86b6093cb098faf43b033","kind":"commit","published_at":"2025-07-31T21:42:03.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.2/manifests"},{"name":"0.12.1","sha":"82780d2a0aa709d4bc82eab9b6491746292ef151","kind":"commit","published_at":"2025-07-06T21:02:46.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.1/manifests"},{"name":"0.12.0","sha":"db6949bd665a983a3e4a0653752c3d1c1ad17b51","kind":"commit","published_at":"2025-06-29T22:29:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.12.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.12.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.12.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.12.0/manifests"},{"name":"0.11.4","sha":"8e0855549f8b15c2bccaa02cf30de465c0a9dba1","kind":"commit","published_at":"2025-02-27T08:01:55.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.4","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.4/manifests"},{"name":"0.11.3","sha":"512eb97cc1df36f001382865c6ae5098c8f44560","kind":"commit","published_at":"2025-01-30T23:52:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.3","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.3/manifests"},{"name":"0.11.2","sha":"1e9e6988e4945c18deff9a428e1a1614419b801b","kind":"commit","published_at":"2025-01-23T00:07:18.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.2/manifests"},{"name":"0.11.1","sha":"956d9e67de5b98f9367b5afe275555033bae8502","kind":"commit","published_at":"2024-09-24T14:45:43.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.1/manifests"},{"name":"0.11.0","sha":"c52ab87f5beda2179e8b8b9ed8b99d8c56554c51","kind":"commit","published_at":"2024-08-09T23:28:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.11.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.11.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.11.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.11.0/manifests"},{"name":"0.10.2","sha":"932a5b8a627d52cbdf175b62a38927a53c63080d","kind":"commit","published_at":"2024-08-09T20:53:30.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.2/manifests"},{"name":"0.10.1","sha":"2665ebb9e6ba1fe9c993cd3b55d1228d24aa68e1","kind":"commit","published_at":"2024-08-01T21:58:06.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.1/manifests"},{"name":"0.10.0","sha":"7b9fba9a9d9ec45abdd59052dfff19d33373a584","kind":"commit","published_at":"2024-05-05T18:08:31.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.10.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.10.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.10.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.10.0/manifests"},{"name":"0.9.0","sha":"594dddc521031fe12a38c5d9edaf2502308fd27d","kind":"commit","published_at":"2023-07-02T16:38:37.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.9.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.9.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.9.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.9.0/manifests"},{"name":"0.8.2","sha":"0e1450b59181ad0d7e559662c2c3747610754e67","kind":"commit","published_at":"2022-04-11T17:06:52.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.2/manifests"},{"name":"0.8.1","sha":"d12dfbc60aa4b1ae795c09aec7ddd617584ae4b3","kind":"commit","published_at":"2022-03-04T00:04:23.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.1/manifests"},{"name":"0.8.0","sha":"4433206d4b2c74e4d164018c2c0c97a2f7d230b5","kind":"commit","published_at":"2022-01-31T15:33:08.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.8.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.8.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.8.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.8.0/manifests"},{"name":"0.7.1","sha":"8e1b163235754faabd77650b7b1f01e5cd23b46d","kind":"commit","published_at":"2021-12-15T14:58:42.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.1/manifests"},{"name":"0.7.0","sha":"1c64e69c3d751d2a84d8872b3099a2c61ab8263f","kind":"commit","published_at":"2021-12-05T16:33:36.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.7.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.7.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.7.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.7.0/manifests"},{"name":"0.6.2","sha":"c0b9b8cff9861cfbd536fb6c179d82f83e8c7408","kind":"commit","published_at":"2021-10-04T13:00:25.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.2","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.2/manifests"},{"name":"0.6.1","sha":"517c537d95f25e201a3dc8c98aad5502edb28fc6","kind":"commit","published_at":"2021-09-30T21:21:51.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.1","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.1/manifests"},{"name":"0.6.0","sha":"277fb39e201510710247b1fd2d248efe521d353c","kind":"commit","published_at":"2021-09-06T14:20:26.000Z","download_url":"https://codeload.github.com/mrapp-ke/MLRL-Boomer/tar.gz/0.6.0","html_url":"https://github.com/mrapp-ke/MLRL-Boomer/releases/tag/0.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/mrapp-ke/MLRL-Boomer@0.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/tags/0.6.0/manifests"}]},"repo_metadata_updated_at":"2025-09-05T06:56:21.314Z","dependent_packages_count":0,"downloads":51,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":48.7481770580147,"dependent_packages_count":8.650953485465077,"stargazers_count":29.510584876208885,"forks_count":30.80163794612224,"docker_downloads_count":null,"average":29.427838341452727},"purl":"pkg:pypi/mlrl-testbed-slurm","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/mlrl-testbed-slurm","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/mlrl-testbed-slurm","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/mlrl-testbed-slurm/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-09-01T07:02:23.469Z","issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-slurm/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-slurm/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-slurm/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/mlrl-testbed-slurm/related_packages","maintainers":[{"uuid":"mrapp","login":"mrapp","name":null,"email":null,"url":null,"packages_count":9,"html_url":"https://pypi.org/user/mrapp/","role":"Owner","created_at":"2025-08-23T06:06:55.432Z","updated_at":"2025-08-23T06:06:55.432Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/mrapp/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725070,"maintainers_count":308348,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","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":5823274,"full_name":"mrapp-ke/MLRL-Boomer","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-15T10:40:37.520Z","updated_at":"2024-11-15T10:40:37.520Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.343Z","repositories_count":5480019,"commits_count":853389012,"contributors_count":31098138,"owners_count":906558,"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_stats":{"full_name":"mrapp-ke/MLRL-Boomer","html_url":"https://github.com/mrapp-ke/MLRL-Boomer","last_synced_at":"2025-09-01T07:02:23.469Z","status":null,"issues_count":40,"pull_requests_count":1642,"avg_time_to_close_issue":11578296.102564102,"avg_time_to_close_pull_request":34103.190921228306,"issues_closed_count":39,"pull_requests_closed_count":1498,"pull_request_authors_count":5,"issue_authors_count":5,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":1.1778319123020706,"merged_pull_requests_count":1447,"bot_issues_count":1,"bot_pull_requests_count":1036,"past_year_issues_count":5,"past_year_pull_requests_count":1574,"past_year_avg_time_to_close_issue":1490.75,"past_year_avg_time_to_close_pull_request":20861.997204751922,"past_year_issues_closed_count":4,"past_year_pull_requests_closed_count":1431,"past_year_pull_request_authors_count":3,"past_year_issue_authors_count":3,"past_year_avg_comments_per_issue":1.2,"past_year_avg_comments_per_pull_request":1.1721728081321474,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":1036,"past_year_merged_pull_requests_count":1386,"created_at":"2024-12-17T05:18:13.459Z","updated_at":"2025-09-03T06:51:41.072Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/mrapp-ke%2FMLRL-Boomer/issues","issue_labels_count":{"seco":36,"boosting":25,"enhancement":10,"performance":9,"refactoring":7,"bug":5,"requires profiling":5,"bot":3,"wontfix":3,"common":3,"optional":1,"invalid":1,"build system":1},"pull_request_labels_count":{"bot":1191,"ci":214,"refactoring":159,"testbed":152,"build system":149,"common":85,"documentation":79,"boosting":60,"bug":59,"tests":44,"build-system":35,"seco":31,"enhancement":30,"testbed-sklearn":16,"compilation":10,"util":7,"testbed-arff":3,"deprecation":2},"issue_author_associations_count":{"OWNER":26,"NONE":9,"COLLABORATOR":6,"CONTRIBUTOR":3},"pull_request_author_associations_count":{"CONTRIBUTOR":1196,"COLLABORATOR":665,"OWNER":65,"NONE":8},"issue_authors":{"mrapp-ke":26,"JayJayJay1":8,"michael-rapp":6,"issue-api-tokens[bot]":3,"Fuminides":1},"pull_request_authors":{"boomer-merge-bot[bot]":954,"michael-rapp":665,"issue-api-tokens[bot]":242,"mrapp-ke":65,"JayJayJay1":8},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10076281,"issues_count":31292929,"pull_requests_count":95880624,"authors_count":10691410,"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":{"bot":2,"refactoring":2,"common":2},"past_year_pull_request_labels_count":{"bot":1077,"ci":183,"testbed":146,"build system":142,"refactoring":141,"common":67,"documentation":62,"boosting":47,"tests":44,"bug":43,"build-system":35,"enhancement":23,"seco":23,"testbed-sklearn":16,"util":7,"testbed-arff":3,"deprecation":2},"past_year_issue_author_associations_count":{"COLLABORATOR":2,"CONTRIBUTOR":2,"NONE":1},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":1082,"COLLABORATOR":567},"past_year_issue_authors":{"issue-api-tokens[bot]":2,"michael-rapp":2,"Fuminides":1},"past_year_pull_request_authors":{"boomer-merge-bot[bot]":954,"michael-rapp":567,"issue-api-tokens[bot]":128},"maintainers":[{"login":"michael-rapp","count":671,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"},{"login":"mrapp-ke","count":91,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/mrapp-ke"}],"active_maintainers":[{"login":"michael-rapp","count":569,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/michael-rapp"}]},"events":null,"keywords":["gradient-boosting","machine-learning","multi-target-regression","multilabel-classification","multioutput-regressor","rule-learning","scikit-learn"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/test_build.yml","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:42.366Z","updated_at":"2024-03-22T00:50:42.366Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/test_build.yml","dependencies":[{"id":16968886019,"package_name":"actions/cache/restore","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16968886020,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16968886022,"package_name":"dorny/paths-filter","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":16968886024,"package_name":"actions/cache/save","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16968886027,"package_name":"hendrikmuhs/ccache-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":16968886030,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16968886250,"package_name":"EnricoMi/publish-unit-test-result-action","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":16968886251,"package_name":"ssciwr/doxygen-install","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":16968886253,"package_name":"ilammy/msvc-dev-cmd","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":16968886254,"package_name":"JesseTG/rm","ecosystem":"actions","requirements":"v1.0.3","direct":true,"kind":"composite","optional":false},{"id":16968886255,"package_name":"johnwason/vcpkg-action","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false},{"id":16968886257,"package_name":"mozilla-actions/sccache-action","ecosystem":"actions","requirements":"v0.0.4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test_format.yml","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:47.809Z","updated_at":"2024-03-22T00:50:47.809Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/test_format.yml","dependencies":[{"id":16968886261,"package_name":"actions/cache/restore","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16968886262,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":16968886263,"package_name":"dorny/paths-filter","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":16968886264,"package_name":"actions/cache/save","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"doc/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:47.818Z","updated_at":"2024-03-22T00:50:47.818Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/doc/requirements.txt","dependencies":[{"id":16968886265,"package_name":"breathe","ecosystem":"pypi","requirements":"\u003e=4.35,\u003c4.36","direct":true,"kind":"runtime","optional":false},{"id":16968886266,"package_name":"furo","ecosystem":"pypi","requirements":"==2024.1.29","direct":true,"kind":"runtime","optional":false},{"id":16968886267,"package_name":"myst-parser","ecosystem":"pypi","requirements":"\u003e=2.0,\u003c2.1","direct":true,"kind":"runtime","optional":false},{"id":16968886268,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=7.2,\u003c7.3","direct":true,"kind":"runtime","optional":false},{"id":16968886269,"package_name":"sphinx-copybutton","ecosystem":"pypi","requirements":"\u003e=0.5,\u003c0.6","direct":true,"kind":"runtime","optional":false},{"id":16968886270,"package_name":"sphinx-favicon","ecosystem":"pypi","requirements":"\u003e=1.0,\u003c1.1","direct":true,"kind":"runtime","optional":false},{"id":16968886271,"package_name":"sphinx-inline-tabs","ecosystem":"pypi","requirements":"==2023.4.21","direct":true,"kind":"runtime","optional":false},{"id":16968886272,"package_name":"sphinxext-opengraph","ecosystem":"pypi","requirements":"\u003e=0.9,\u003c0.10","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"python/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:48.853Z","updated_at":"2024-03-22T00:50:48.853Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/python/requirements.txt","dependencies":[{"id":16968886273,"package_name":"liac-arff","ecosystem":"pypi","requirements":"\u003e=2.5,\u003c2.6","direct":true,"kind":"runtime","optional":false},{"id":16968886274,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.26,\u003c1.27","direct":true,"kind":"runtime","optional":false},{"id":16968886275,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.3,\u003c1.4","direct":true,"kind":"runtime","optional":false},{"id":16968886276,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.12,\u003c1.13","direct":true,"kind":"runtime","optional":false},{"id":16968886277,"package_name":"tabulate","ecosystem":"pypi","requirements":"\u003e=0.9,\u003c0.10","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"python/subprojects/boosting/setup.py","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:49.892Z","updated_at":"2024-03-22T00:50:49.892Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/python/subprojects/boosting/setup.py","dependencies":[{"id":16968886278,"package_name":"mlrl-common","ecosystem":"pypi","requirements":"==","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"python/subprojects/common/setup.py","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:49.899Z","updated_at":"2024-03-22T00:50:49.899Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/python/subprojects/common/setup.py","dependencies":[{"id":16968886279,"package_name":"find_dependencies","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16968886280,"package_name":"dependency_names","ecosystem":"pypi","requirements":"=","direct":true,"kind":"runtime","optional":false},{"id":16968886281,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16968886282,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"python/subprojects/seco/setup.py","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:50.238Z","updated_at":"2024-03-22T00:50:50.238Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/python/subprojects/seco/setup.py","dependencies":[{"id":16968886283,"package_name":"mlrl-common","ecosystem":"pypi","requirements":"==","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"python/subprojects/testbed/setup.py","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:50.246Z","updated_at":"2024-03-22T00:50:50.246Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/python/subprojects/testbed/setup.py","dependencies":[{"id":16968886284,"package_name":"mlrl-common","ecosystem":"pypi","requirements":"==","direct":true,"kind":"runtime","optional":false},{"id":16968886285,"package_name":"find_dependencies","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16968886286,"package_name":"dependency_names","ecosystem":"pypi","requirements":"=","direct":true,"kind":"runtime","optional":false},{"id":16968886287,"package_name":"tabulate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"scons/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-22T00:50:50.253Z","updated_at":"2024-03-22T00:50:50.253Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/scons/requirements.txt","dependencies":[{"id":16968886288,"package_name":"build","ecosystem":"pypi","requirements":"\u003e=1.1,\u003c1.2","direct":true,"kind":"runtime","optional":false},{"id":16968886289,"package_name":"clang-format","ecosystem":"pypi","requirements":"\u003e=18.1,\u003c18.2","direct":true,"kind":"runtime","optional":false},{"id":16968886290,"package_name":"cython","ecosystem":"pypi","requirements":"\u003e=3.0,\u003c3.1","direct":true,"kind":"runtime","optional":false},{"id":16968886291,"package_name":"isort","ecosystem":"pypi","requirements":"\u003e=5.13,\u003c5.14","direct":true,"kind":"runtime","optional":false},{"id":16968886292,"package_name":"mdformat","ecosystem":"pypi","requirements":"\u003e=0.7,\u003c0.8","direct":true,"kind":"runtime","optional":false},{"id":16968886293,"package_name":"mdformat-myst","ecosystem":"pypi","requirements":"\u003e=0.1,\u003c0.2","direct":true,"kind":"runtime","optional":false},{"id":16968886294,"package_name":"meson","ecosystem":"pypi","requirements":"\u003e=1.4,\u003c1.5","direct":true,"kind":"runtime","optional":false},{"id":16968886295,"package_name":"ninja","ecosystem":"pypi","requirements":"\u003e=1.11,\u003c1.12","direct":true,"kind":"runtime","optional":false},{"id":16968886296,"package_name":"pylint","ecosystem":"pypi","requirements":"\u003e=3.1,\u003c3.2","direct":true,"kind":"runtime","optional":false},{"id":16968886297,"package_name":"scons","ecosystem":"pypi","requirements":"\u003e=4.7,\u003c4.8","direct":true,"kind":"runtime","optional":false},{"id":16968886298,"package_name":"unittest-xml-reporting","ecosystem":"pypi","requirements":"\u003e=3.2,\u003c3.3","direct":true,"kind":"runtime","optional":false},{"id":16968886299,"package_name":"wheel","ecosystem":"pypi","requirements":"\u003e=0.43,\u003c0.44","direct":true,"kind":"runtime","optional":false},{"id":16968886300,"package_name":"yapf","ecosystem":"pypi","requirements":"\u003e=0.40,\u003c0.41","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test_doc.yml","sha":null,"kind":"manifest","created_at":"2024-04-13T16:24:55.690Z","updated_at":"2024-04-13T16:24:55.690Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/test_doc.yml","dependencies":[{"id":17398630602,"package_name":"actions/cache/restore","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":17398630603,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":17398630604,"package_name":"dorny/paths-filter","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":17398630605,"package_name":"actions/cache/save","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":17398630606,"package_name":"hendrikmuhs/ccache-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":17398630607,"package_name":"ssciwr/doxygen-install","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/merge_bugfix.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:23.869Z","updated_at":"2024-11-06T00:17:23.869Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/merge_bugfix.yml","dependencies":[{"id":20582254734,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254735,"package_name":"actions/create-github-app-token","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":20582254736,"package_name":"peter-evans/create-pull-request","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/merge_feature.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:23.939Z","updated_at":"2024-11-06T00:17:23.939Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/merge_feature.yml","dependencies":[{"id":20582254740,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254741,"package_name":"actions/create-github-app-token","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":20582254742,"package_name":"peter-evans/create-pull-request","ecosystem":"actions","requirements":"v6","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/merge_release.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.254Z","updated_at":"2024-11-06T00:17:24.254Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/merge_release.yml","dependencies":[{"id":20582254743,"package_name":"actions/create-github-app-token","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":20582254744,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254745,"package_name":"fregante/setup-git-user","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/release.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.309Z","updated_at":"2024-11-06T00:17:24.309Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/release.yml","dependencies":[{"id":20582254746,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254747,"package_name":"juliangruber/read-file-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/release_development.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.397Z","updated_at":"2024-11-06T00:17:24.397Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/release_development.yml","dependencies":[{"id":20582254749,"package_name":"actions/create-github-app-token","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":20582254750,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254751,"package_name":"fregante/setup-git-user","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":20582254752,"package_name":"juliangruber/read-file-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/template_publish.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.461Z","updated_at":"2024-11-06T00:17:24.461Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/template_publish.yml","dependencies":[]},{"ecosystem":"actions","filepath":".github/workflows/template_publish_non_native.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.512Z","updated_at":"2024-11-06T00:17:24.512Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/template_publish_non_native.yml","dependencies":[{"id":20582254753,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254754,"package_name":"docker/setup-qemu-action","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20582254755,"package_name":"pypa/cibuildwheel","ecosystem":"actions","requirements":"v2.17","direct":true,"kind":"composite","optional":false},{"id":20582254756,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":20582254757,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/template_publish_platform.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.569Z","updated_at":"2024-11-06T00:17:24.569Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/template_publish_platform.yml","dependencies":[{"id":20582254758,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254759,"package_name":"ilammy/msvc-dev-cmd","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":20582254760,"package_name":"pypa/cibuildwheel","ecosystem":"actions","requirements":"v2.17","direct":true,"kind":"composite","optional":false},{"id":20582254761,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":20582254762,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/template_publish_pure.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.688Z","updated_at":"2024-11-06T00:17:24.688Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/template_publish_pure.yml","dependencies":[{"id":20582254771,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254772,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":20582254773,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test_release.yml","sha":null,"kind":"manifest","created_at":"2024-11-06T00:17:24.778Z","updated_at":"2024-11-06T00:17:24.778Z","repository_link":"https://github.com/mrapp-ke/MLRL-Boomer/blob/main/.github/workflows/test_release.yml","dependencies":[{"id":20582254774,"package_name":"actions/cache/restore","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254775,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":20582254776,"package_name":"dorny/paths-filter","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":20582254777,"package_name":"juliangruber/read-file-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":20582254778,"package_name":"actions/cache/save","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:17.398Z","updated_at":"2025-10-07T08:17:18.202Z","avatar_url":"https://github.com/mrapp-ke.png","language":"C++","category":null,"sub_category":null,"monthly_downloads":2427,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/42529","html_url":"https://science.ecosyste.ms/projects/42529","bibtex_url":"https://science.ecosyste.ms/projects/42529/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/42529/export.apalike"}