{"id":36493,"name":"minari","description":"A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities","url":"https://github.com/farama-foundation/minari","last_synced_at":"2025-09-05T07:08:28.134Z","repository":{"id":62236481,"uuid":"546752231","full_name":"Farama-Foundation/Minari","owner":"Farama-Foundation","description":"A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities","archived":false,"fork":false,"pushed_at":"2025-08-22T15:25:28.000Z","size":2000462,"stargazers_count":423,"open_issues_count":19,"forks_count":61,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-08-22T17:51:20.674Z","etag":null,"topics":["datasets","gymnasium","offline-rl","reinforcement-learning"],"latest_commit_sha":null,"homepage":"https://minari.farama.org","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Farama-Foundation.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.rst","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},"funding":{"github":"Farama-Foundation"}},"created_at":"2022-10-06T15:30:24.000Z","updated_at":"2025-08-22T15:25:32.000Z","dependencies_parsed_at":"2023-10-23T20:35:12.314Z","dependency_job_id":"eea8c71b-05df-4677-8b0e-b444408d0891","html_url":"https://github.com/Farama-Foundation/Minari","commit_stats":{"total_commits":273,"total_committers":24,"mean_commits":11.375,"dds":0.5787545787545787,"last_synced_commit":"3e2dcc4c2feeaf892aca6f3d3719a94b5990346e"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"purl":"pkg:github/Farama-Foundation/Minari","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723227,"owners_count":25156311,"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":"Farama-Foundation","name":"Farama Foundation","uuid":"62961550","kind":"organization","description":"The Farama foundation is a nonprofit organization working to develop and maintain open source reinforcement learning tools.","email":"contact@farama.org","website":"farama.org","location":null,"twitter":"FaramaFound","company":null,"icon_url":"https://avatars.githubusercontent.com/u/62961550?v=4","repositories_count":49,"last_synced_at":"2025-09-02T02:43:05.602Z","metadata":{"has_sponsors_listing":true},"html_url":"https://github.com/Farama-Foundation","funding_links":["https://github.com/sponsors/Farama-Foundation"],"total_stars":23759,"followers":1543,"following":0,"created_at":"2022-11-14T06:31:13.511Z","updated_at":"2025-09-02T02:43:05.602Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation/repositories"},"packages":[{"id":11676531,"name":"github.com/farama-foundation/minari","ecosystem":"go","description":null,"homepage":null,"licenses":"other","normalized_licenses":["GPL-1.0+"],"repository_url":"https://github.com/farama-foundation/minari","keywords_array":[],"namespace":null,"versions_count":10,"first_release_published_at":"2023-05-17T14:58:01.000Z","latest_release_published_at":"2025-04-15T20:26:16.000Z","latest_release_number":"v0.5.3","last_synced_at":"2025-08-04T01:02:40.986Z","created_at":"2025-05-23T10:06:07.511Z","updated_at":"2025-08-04T01:02:40.987Z","registry_url":"https://pkg.go.dev/github.com/farama-foundation/minari","install_command":"go get github.com/farama-foundation/minari","documentation_url":"https://pkg.go.dev/github.com/farama-foundation/minari#section-documentation","metadata":{},"repo_metadata":{"id":62236481,"uuid":"546752231","full_name":"Farama-Foundation/Minari","owner":"Farama-Foundation","description":"A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities","archived":false,"fork":false,"pushed_at":"2025-05-07T21:54:19.000Z","size":2000449,"stargazers_count":382,"open_issues_count":14,"forks_count":56,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-05-11T06:37:00.219Z","etag":null,"topics":["datasets","gymnasium","offline-rl","reinforcement-learning"],"latest_commit_sha":null,"homepage":"https://minari.farama.org","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Farama-Foundation.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.rst","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},"funding":{"github":"Farama-Foundation"}},"created_at":"2022-10-06T15:30:24.000Z","updated_at":"2025-05-11T06:09:27.000Z","dependencies_parsed_at":"2023-10-23T20:35:12.314Z","dependency_job_id":"eea8c71b-05df-4677-8b0e-b444408d0891","html_url":"https://github.com/Farama-Foundation/Minari","commit_stats":{"total_commits":273,"total_committers":24,"mean_commits":11.375,"dds":0.5787545787545787,"last_synced_commit":"3e2dcc4c2feeaf892aca6f3d3719a94b5990346e"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":255884121,"owners_count":22303208,"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"}},"repo_metadata_updated_at":"2025-05-23T10:19:23.765Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.825186304275193,"dependent_packages_count":5.4589533387888975,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.642069821532045},"purl":"pkg:golang/github.com/farama-foundation/minari","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/farama-foundation/minari","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/farama-foundation/minari","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/farama-foundation/minari/dependencies","status":null,"funding_links":["https://github.com/sponsors/Farama-Foundation"],"critical":null,"issue_metadata":{"last_synced_at":"2025-05-11T06:39:02.936Z","issues_count":68,"pull_requests_count":228,"avg_time_to_close_issue":6419512.1454545455,"avg_time_to_close_pull_request":1405787.8362831858,"issues_closed_count":55,"pull_requests_closed_count":226,"pull_request_authors_count":38,"issue_authors_count":41,"avg_comments_per_issue":2.8676470588235294,"avg_comments_per_pull_request":0.868421052631579,"merged_pull_requests_count":198,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":18,"past_year_pull_requests_count":71,"past_year_avg_time_to_close_issue":1209550.2857142857,"past_year_avg_time_to_close_pull_request":624921.4507042253,"past_year_issues_closed_count":14,"past_year_pull_requests_closed_count":71,"past_year_pull_request_authors_count":12,"past_year_issue_authors_count":14,"past_year_avg_comments_per_issue":3.0,"past_year_avg_comments_per_pull_request":0.4084507042253521,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":61,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/issues","maintainers":[{"login":"younik","count":84,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"rodrigodelazcano","count":38,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rodrigodelazcano"},{"login":"balisujohn","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/balisujohn"},{"login":"alexdavey","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"},{"login":"pseudo-rnd-thoughts","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pseudo-rnd-thoughts"},{"login":"RedTachyon","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RedTachyon"},{"login":"jjshoots","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jjshoots"}],"active_maintainers":[{"login":"younik","count":54,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"pseudo-rnd-thoughts","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pseudo-rnd-thoughts"},{"login":"alexdavey","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ffarama-foundation%2Fminari/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ffarama-foundation%2Fminari/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ffarama-foundation%2Fminari/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2Ffarama-foundation%2Fminari/related_packages","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":1951527,"maintainers_count":0,"namespaces_count":741275,"keywords_count":109185,"github":"golang","metadata":{"funded_packages_count":49011},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2025-09-05T05:14:06.439Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}},{"id":11676529,"name":"github.com/Farama-Foundation/Minari","ecosystem":"go","description":null,"homepage":null,"licenses":"other","normalized_licenses":["GPL-1.0+"],"repository_url":"https://github.com/Farama-Foundation/Minari","keywords_array":[],"namespace":null,"versions_count":10,"first_release_published_at":"2023-05-17T14:58:01.000Z","latest_release_published_at":"2025-04-15T20:26:16.000Z","latest_release_number":"v0.5.3","last_synced_at":"2025-08-04T19:07:45.687Z","created_at":"2025-05-23T10:06:07.462Z","updated_at":"2025-08-04T19:07:45.687Z","registry_url":"https://pkg.go.dev/github.com/Farama-Foundation/Minari","install_command":"go get github.com/Farama-Foundation/Minari","documentation_url":"https://pkg.go.dev/github.com/Farama-Foundation/Minari#section-documentation","metadata":{},"repo_metadata":{"id":62236481,"uuid":"546752231","full_name":"Farama-Foundation/Minari","owner":"Farama-Foundation","description":"A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities","archived":false,"fork":false,"pushed_at":"2025-05-07T21:54:19.000Z","size":2000449,"stargazers_count":382,"open_issues_count":14,"forks_count":56,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-05-11T06:37:00.219Z","etag":null,"topics":["datasets","gymnasium","offline-rl","reinforcement-learning"],"latest_commit_sha":null,"homepage":"https://minari.farama.org","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Farama-Foundation.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.rst","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},"funding":{"github":"Farama-Foundation"}},"created_at":"2022-10-06T15:30:24.000Z","updated_at":"2025-05-11T06:09:27.000Z","dependencies_parsed_at":"2023-10-23T20:35:12.314Z","dependency_job_id":"eea8c71b-05df-4677-8b0e-b444408d0891","html_url":"https://github.com/Farama-Foundation/Minari","commit_stats":{"total_commits":273,"total_committers":24,"mean_commits":11.375,"dds":0.5787545787545787,"last_synced_commit":"3e2dcc4c2feeaf892aca6f3d3719a94b5990346e"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":255884121,"owners_count":22303208,"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"}},"repo_metadata_updated_at":"2025-05-23T10:19:29.486Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":5.825186304275193,"dependent_packages_count":5.4589533387888975,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":5.642069821532045},"purl":"pkg:golang/github.com/%21farama-%21foundation/%21minari","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/go/github.com/Farama-Foundation/Minari","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/go/github.com/Farama-Foundation/Minari","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/go/github.com/Farama-Foundation/Minari/dependencies","status":null,"funding_links":["https://github.com/sponsors/Farama-Foundation"],"critical":null,"issue_metadata":{"last_synced_at":"2025-05-11T06:39:02.936Z","issues_count":68,"pull_requests_count":228,"avg_time_to_close_issue":6419512.1454545455,"avg_time_to_close_pull_request":1405787.8362831858,"issues_closed_count":55,"pull_requests_closed_count":226,"pull_request_authors_count":38,"issue_authors_count":41,"avg_comments_per_issue":2.8676470588235294,"avg_comments_per_pull_request":0.868421052631579,"merged_pull_requests_count":198,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":18,"past_year_pull_requests_count":71,"past_year_avg_time_to_close_issue":1209550.2857142857,"past_year_avg_time_to_close_pull_request":624921.4507042253,"past_year_issues_closed_count":14,"past_year_pull_requests_closed_count":71,"past_year_pull_request_authors_count":12,"past_year_issue_authors_count":14,"past_year_avg_comments_per_issue":3.0,"past_year_avg_comments_per_pull_request":0.4084507042253521,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":61,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/issues","maintainers":[{"login":"younik","count":84,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"rodrigodelazcano","count":38,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rodrigodelazcano"},{"login":"balisujohn","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/balisujohn"},{"login":"alexdavey","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"},{"login":"pseudo-rnd-thoughts","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pseudo-rnd-thoughts"},{"login":"RedTachyon","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RedTachyon"},{"login":"jjshoots","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jjshoots"}],"active_maintainers":[{"login":"younik","count":54,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"pseudo-rnd-thoughts","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pseudo-rnd-thoughts"},{"login":"alexdavey","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FFarama-Foundation%2FMinari/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FFarama-Foundation%2FMinari/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FFarama-Foundation%2FMinari/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages/github.com%2FFarama-Foundation%2FMinari/related_packages","maintainers":[],"registry":{"name":"proxy.golang.org","url":"https://proxy.golang.org","ecosystem":"go","default":true,"packages_count":1951527,"maintainers_count":0,"namespaces_count":741275,"keywords_count":109185,"github":"golang","metadata":{"funded_packages_count":49011},"icon_url":"https://github.com/golang.png","created_at":"2022-04-04T15:19:22.939Z","updated_at":"2025-09-05T05:14:06.439Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/proxy.golang.org/namespaces"}},{"id":5422864,"name":"minari","ecosystem":"pypi","description":"A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities.","homepage":"https://farama.org","licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/Farama-Foundation/Minari","keywords_array":["Reinforcement Learning","Offline RL","RL","AI","Gymnasium","Farama"],"namespace":null,"versions_count":14,"first_release_published_at":"2022-11-14T19:46:28.000Z","latest_release_published_at":"2025-04-17T18:16:30.000Z","latest_release_number":"0.5.3","last_synced_at":"2025-08-06T07:47:13.546Z","created_at":"2022-11-14T19:54:57.044Z","updated_at":"2025-08-06T07:47:13.546Z","registry_url":"https://pypi.org/project/minari/","install_command":"pip install minari --index-url https://pypi.org/simple","documentation_url":"https://minari.farama.org/","metadata":{"funding":null,"documentation":"https://minari.farama.org/","classifiers":["Development Status :: 4 - Beta","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering :: Artificial Intelligence"],"normalized_name":"minari"},"repo_metadata":{"id":62236481,"uuid":"546752231","full_name":"Farama-Foundation/Minari","owner":"Farama-Foundation","description":"A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities","archived":false,"fork":false,"pushed_at":"2025-06-09T11:20:27.000Z","size":2000458,"stargazers_count":404,"open_issues_count":16,"forks_count":58,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-07-03T17:47:10.690Z","etag":null,"topics":["datasets","gymnasium","offline-rl","reinforcement-learning"],"latest_commit_sha":null,"homepage":"https://minari.farama.org","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Farama-Foundation.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.rst","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},"funding":{"github":"Farama-Foundation"}},"created_at":"2022-10-06T15:30:24.000Z","updated_at":"2025-07-03T10:36:39.000Z","dependencies_parsed_at":"2023-10-23T20:35:12.314Z","dependency_job_id":"eea8c71b-05df-4677-8b0e-b444408d0891","html_url":"https://github.com/Farama-Foundation/Minari","commit_stats":{"total_commits":273,"total_committers":24,"mean_commits":11.375,"dds":0.5787545787545787,"last_synced_commit":"3e2dcc4c2feeaf892aca6f3d3719a94b5990346e"},"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"purl":"pkg:github/Farama-Foundation/Minari","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263376125,"owners_count":23457333,"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":"Farama-Foundation","name":"Farama Foundation","uuid":"62961550","kind":"organization","description":"The Farama foundation is a nonprofit organization working to develop and maintain open source reinforcement learning tools.","email":"contact@farama.org","website":"farama.org","location":null,"twitter":"FaramaFound","company":null,"icon_url":"https://avatars.githubusercontent.com/u/62961550?v=4","repositories_count":49,"last_synced_at":"2025-07-02T22:41:01.456Z","metadata":{"has_sponsors_listing":true},"html_url":"https://github.com/Farama-Foundation","funding_links":["https://github.com/sponsors/Farama-Foundation"],"total_stars":23759,"followers":1496,"following":0,"created_at":"2022-11-14T06:31:13.511Z","updated_at":"2025-07-02T22:41:01.456Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Farama-Foundation/repositories"},"tags":[{"name":"v0.5.3","sha":"072f77d540023b25925c52f54fe39b7a508a2e83","kind":"commit","published_at":"2025-04-15T20:26:16.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.5.3","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.5.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.5.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.3/manifests"},{"name":"v0.5.2","sha":"53db519345360c77e7156b734c4ed7c4af12078d","kind":"commit","published_at":"2024-12-09T15:31:38.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.5.2","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.5.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.5.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.2/manifests"},{"name":"v0.5.1","sha":"64e25cbd9b6159e5e15a2af38838cea6e07c7241","kind":"commit","published_at":"2024-10-09T10:15:34.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.5.1","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.5.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.1/manifests"},{"name":"v0.5.0","sha":"d0134f980fb70fc3221f8d6f1a021f3d2aaf53e2","kind":"commit","published_at":"2024-08-29T11:22:03.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.5.0","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.5.0/manifests"},{"name":"v0.4.3","sha":"2342b42fd0ee304347179ff984b1c5d88a047efa","kind":"commit","published_at":"2023-11-23T15:28:28.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.4.3","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.4.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.4.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.3/manifests"},{"name":"v0.4.2","sha":"be5be11c70655e358a2f9ffe3b599caff6b1776c","kind":"commit","published_at":"2023-10-09T05:39:41.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.4.2","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"da8578c8df55beb5f00f477f1f2d15d9741fbbe7","kind":"commit","published_at":"2023-07-19T14:18:03.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.4.1","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.1/manifests"},{"name":"v0.4.0","sha":"923701f5676d35e78177a11eae747aa95fa28b0d","kind":"commit","published_at":"2023-07-19T00:27:21.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.4.0","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.4.0/manifests"},{"name":"v0.3.1","sha":"95915be3cb5e03b18d6e4bced58d5e1be0d4f8f3","kind":"commit","published_at":"2023-05-19T03:06:51.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.3.1","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.3.1/manifests"},{"name":"v0.3.0","sha":"7fc53fdfa9fc6ffdd4b3a6754afe98b5e2b1b1b5","kind":"commit","published_at":"2023-05-17T14:58:01.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/v0.3.0","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/v0.3.0/manifests"},{"name":"0.3.0b","sha":"92d15ad4372394531c45e34fe014aa464c165ad5","kind":"commit","published_at":"2023-05-17T14:15:14.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/0.3.0b","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/0.3.0b","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@0.3.0b","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/0.3.0b","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/0.3.0b/manifests"},{"name":"0.2.2","sha":"dbf17476cd1089c435ff00cdc34697d55b7a4418","kind":"commit","published_at":"2023-01-04T11:55:41.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/0.2.2","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@0.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/0.2.2/manifests"},{"name":"0.1.0","sha":"593adda942481314e595c8fe700b4c568d43cec4","kind":"commit","published_at":"2022-11-04T20:21:25.000Z","download_url":"https://codeload.github.com/Farama-Foundation/Minari/tar.gz/0.1.0","html_url":"https://github.com/Farama-Foundation/Minari/releases/tag/0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Farama-Foundation/Minari@0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/tags/0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-07-03T18:09:22.608Z","dependent_packages_count":3,"downloads":10226,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":5.861050914198911,"dependent_repos_count":21.592921703686898,"dependent_packages_count":4.776193953166494,"stargazers_count":5.452653327284994,"forks_count":6.764936335057374,"docker_downloads_count":4.631304821948415,"average":8.179843509223849},"purl":"pkg:pypi/minari","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/minari","docker_dependents_count":2,"docker_downloads_count":155,"usage_url":"https://repos.ecosyste.ms/usage/pypi/minari","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/minari/dependencies","status":null,"funding_links":["https://github.com/sponsors/Farama-Foundation"],"critical":null,"issue_metadata":{"last_synced_at":"2025-06-09T07:35:07.185Z","issues_count":72,"pull_requests_count":229,"avg_time_to_close_issue":6483730.228070175,"avg_time_to_close_pull_request":1405787.8362831858,"issues_closed_count":57,"pull_requests_closed_count":226,"pull_request_authors_count":38,"issue_authors_count":44,"avg_comments_per_issue":2.9027777777777777,"avg_comments_per_pull_request":0.8646288209606987,"merged_pull_requests_count":198,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":22,"past_year_pull_requests_count":65,"past_year_avg_time_to_close_issue":2089572.4375,"past_year_avg_time_to_close_pull_request":579530.75,"past_year_issues_closed_count":16,"past_year_pull_requests_closed_count":64,"past_year_pull_request_authors_count":12,"past_year_issue_authors_count":17,"past_year_avg_comments_per_issue":2.9545454545454546,"past_year_avg_comments_per_pull_request":0.38461538461538464,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":56,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/issues","maintainers":[{"login":"younik","count":85,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"rodrigodelazcano","count":38,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rodrigodelazcano"},{"login":"balisujohn","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/balisujohn"},{"login":"alexdavey","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"},{"login":"pseudo-rnd-thoughts","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pseudo-rnd-thoughts"},{"login":"RedTachyon","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RedTachyon"},{"login":"jjshoots","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jjshoots"}],"active_maintainers":[{"login":"younik","count":50,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"alexdavey","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/minari/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/minari/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/minari/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/minari/related_packages","maintainers":[{"uuid":"jkterry","login":"jkterry","name":null,"email":null,"url":null,"packages_count":39,"html_url":"https://pypi.org/user/jkterry/","role":"Owner","created_at":"2023-05-18T06:44:12.608Z","updated_at":"2023-05-18T06:44:12.608Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/jkterry/packages"},{"uuid":"pseudornd","login":"pseudornd","name":null,"email":null,"url":null,"packages_count":34,"html_url":"https://pypi.org/user/pseudornd/","role":null,"created_at":"2023-05-19T02:11:10.411Z","updated_at":"2023-05-19T02:11:10.411Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/pseudornd/packages"},{"uuid":"WillDudley","login":"WillDudley","name":null,"email":null,"url":null,"packages_count":7,"html_url":"https://pypi.org/user/WillDudley/","role":null,"created_at":"2022-11-23T04:18:04.699Z","updated_at":"2022-11-23T04:18:04.699Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/WillDudley/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725013,"maintainers_count":308324,"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":693998,"full_name":"Farama-Foundation/Minari","default_branch":"main","committers":[{"name":"will","email":"will2346@live.co.uk","login":null,"count":115},{"name":"Rodrigo de Lazcano","email":"r.l.p.v96@gmail.com","login":null,"count":46},{"name":"Will Dudley","email":"14932240+WillDudley","login":"WillDudley","count":27},{"name":"Omar Younis","email":"42100908+younik","login":"younik","count":15},{"name":"John Balis","email":"phobossystems@gmail.com","login":null,"count":11},{"name":"Jordan Terry","email":"jkterry0@gmail.com","login":null,"count":7},{"name":"WillDudley","email":"Will2346@live.co.uk","login":null,"count":7},{"name":"Alex Davey","email":"alexdavey0@gmail.com","login":null,"count":5},{"name":"Jet","email":"38184875+jjshoots","login":"jjshoots","count":5},{"name":"Elliot Tower","email":"elliot@elliottower.com","login":null,"count":4},{"name":"Alexander Nikulin","email":"hsehowuhh@gmail.com","login":null,"count":4},{"name":"Manuel Goulão","email":"msilvagoulao@gmail.com","login":null,"count":4},{"name":"Shreyans Jain","email":"jshrey8@gmail.com","login":null,"count":4},{"name":"graham","email":"graham.annett@gmail.com","login":null,"count":3},{"name":"Aaron Marquez","email":"aaromarq21@gmail.com","login":null,"count":2},{"name":"Tosin Oseni","email":"oluwatosinoseni@gmail.com","login":null,"count":2},{"name":"Zhiyuan","email":"33943000+im-Kitsch","login":"im-Kitsch","count":2},{"name":"Vijay Alagappan","email":"35830668+avjmachine","login":"avjmachine","count":2},{"name":"Elliot Tower","email":"32176771+elliottower","login":"elliottower","count":2},{"name":"Aaron Marquez","email":"12959255+enerrio","login":"enerrio","count":2},{"name":"Mark Towers","email":"mark.m.towers@gmail.com","login":null,"count":1},{"name":"Ariel Kwiatkowski","email":"ariel.j.kwiatkowski@gmail.com","login":null,"count":1},{"name":"Anthony Chang","email":"40710895+Bamboofungus","login":"Bamboofungus","count":1},{"name":"DeeDive","email":"42198534+DeeDive","login":"DeeDive","count":1}],"total_commits":273,"total_committers":24,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":11.375,"dds":0.5787545787545787,"past_year_committers":[{"name":"Rodrigo de Lazcano","email":"r.l.p.v96@gmail.com","login":null,"count":45},{"name":"Omar Younis","email":"42100908+younik","login":"younik","count":15},{"name":"John Balis","email":"phobossystems@gmail.com","login":null,"count":11},{"name":"Alex Davey","email":"alexdavey0@gmail.com","login":null,"count":5},{"name":"Shreyans Jain","email":"jshrey8@gmail.com","login":null,"count":4},{"name":"Elliot Tower","email":"elliot@elliottower.com","login":null,"count":4},{"name":"Alexander Nikulin","email":"hsehowuhh@gmail.com","login":null,"count":4},{"name":"graham","email":"graham.annett@gmail.com","login":null,"count":3},{"name":"Manuel Goulão","email":"msilvagoulao@gmail.com","login":null,"count":3},{"name":"Aaron Marquez","email":"aaromarq21@gmail.com","login":null,"count":2},{"name":"Tosin Oseni","email":"oluwatosinoseni@gmail.com","login":null,"count":2},{"name":"Zhiyuan","email":"33943000+im-Kitsch","login":"im-Kitsch","count":2},{"name":"Vijay Alagappan","email":"35830668+avjmachine","login":"avjmachine","count":2},{"name":"Elliot Tower","email":"32176771+elliottower","login":"elliottower","count":2},{"name":"Aaron Marquez","email":"12959255+enerrio","login":"enerrio","count":2},{"name":"Ariel Kwiatkowski","email":"ariel.j.kwiatkowski@gmail.com","login":null,"count":1},{"name":"Jet","email":"38184875+jjshoots","login":"jjshoots","count":1},{"name":"DeeDive","email":"42198534+DeeDive","login":"DeeDive","count":1},{"name":"Anthony Chang","email":"40710895+Bamboofungus","login":"Bamboofungus","count":1},{"name":"Mark Towers","email":"mark.m.towers@gmail.com","login":null,"count":1}],"past_year_total_commits":111,"past_year_total_committers":20,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":5.55,"past_year_dds":0.5945945945945945,"last_synced_at":"2024-01-27T05:37:15.307Z","last_synced_commit":"3e2dcc4c2feeaf892aca6f3d3719a94b5990346e","created_at":"2023-03-09T11:34:17.237Z","updated_at":"2024-01-27T05:37:15.309Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-29T00:00:19.078Z","repositories_count":5479765,"commits_count":853309695,"contributors_count":31095220,"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":"Farama-Foundation/Minari","html_url":"https://github.com/Farama-Foundation/Minari","last_synced_at":"2025-08-31T13:00:50.186Z","status":null,"issues_count":78,"pull_requests_count":246,"avg_time_to_close_issue":6175567.816666666,"avg_time_to_close_pull_request":1401394.6302521008,"issues_closed_count":60,"pull_requests_closed_count":238,"pull_request_authors_count":39,"issue_authors_count":50,"avg_comments_per_issue":2.6794871794871793,"avg_comments_per_pull_request":0.8617886178861789,"merged_pull_requests_count":209,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":26,"past_year_pull_requests_count":64,"past_year_avg_time_to_close_issue":2138830.25,"past_year_avg_time_to_close_pull_request":564569.9655172414,"past_year_issues_closed_count":16,"past_year_pull_requests_closed_count":58,"past_year_pull_request_authors_count":11,"past_year_issue_authors_count":21,"past_year_avg_comments_per_issue":2.3461538461538463,"past_year_avg_comments_per_pull_request":0.484375,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":50,"created_at":"2023-05-15T05:27:40.649Z","updated_at":"2025-09-03T05:13:16.240Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/Farama-Foundation%2FMinari/issues","issue_labels_count":{"good first issue":4,"documentation":2,"enhancement":1,"bug":1},"pull_request_labels_count":{"enhancement":1},"issue_author_associations_count":{"NONE":44,"CONTRIBUTOR":24,"MEMBER":5,"COLLABORATOR":5},"pull_request_author_associations_count":{"MEMBER":168,"CONTRIBUTOR":88,"COLLABORATOR":28,"NONE":23},"issue_authors":{"jamartinh":7,"im-Kitsch":6,"Howuhh":4,"younik":4,"WillDudley":4,"Kallinteris-Andreas":4,"umutucak":3,"JustinS6626":2,"kaixin96":2,"rodrigodelazcano":2,"GongXudong":1,"RedTachyon":1,"EmptyJackson":1,"carlosgmartin":1,"prajjwal1":1,"Markus28":1,"grahamannett":1,"sryu1":1,"mengyuest":1,"LorenzoBonanni":1,"pseudo-rnd-thoughts":1,"perrin-isir":1,"elliottower":1,"xh-g":1,"DarthMalloc":1,"FlutteryEmbers":1,"HridayM25":1,"zichunxx":1,"daniellawson9999":1,"yqkqknct":1,"RajGhugare19":1,"ItaiBear":1,"simonsays1980":1,"marcosgalleterobbva":1,"alexdavey":1,"smorad":1,"cpnota":1,"ihholmes-p":1,"vmoens":1,"moripiri":1,"muzhancun":1,"Dstate":1,"Rami-Ismael":1,"helenlu66":1,"lars-quaedvlieg":1,"balisujohn":1,"edo-vi":1,"GreatNewHope":1,"lchamp87x":1,"HanYuanHsu":1},"pull_request_authors":{"younik":131,"rodrigodelazcano":34,"WillDudley":22,"alexdavey":16,"balisujohn":12,"tomekster":6,"wakened2024":6,"pseudo-rnd-thoughts":6,"elliottower":6,"shreyansjainn":6,"enerrio":5,"Howuhh":4,"jamartinh":4,"im-Kitsch":3,"grahamannett":3,"mgoulao":3,"RedTachyon":2,"Kallinteris-Andreas":2,"marcosgalleterobbva":2,"sakakibara-yuuki":2,"kaixin96":2,"Aaisha-Rani":2,"FlutteryEmbers":2,"mengyuest":2,"JosephCarrino":2,"cmmcirvin":2,"ronniepiku":2,"avjmachine":2,"rob-pitkin":2,"Tanmay692004":2,"jsw7460":2,"tohsin":2,"gabrielemaraglino":2,"Bamboofungus":1,"MaxHuerlimann":1,"jjshoots":1,"mguarin0":1,"DeeDive":1,"ethanluoyc":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-03T00:00:08.273Z","repositories_count":10058126,"issues_count":30987467,"pull_requests_count":93684777,"authors_count":10684820,"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":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":16,"CONTRIBUTOR":7,"COLLABORATOR":1},"past_year_pull_request_author_associations_count":{"MEMBER":60,"CONTRIBUTOR":13,"NONE":7,"COLLABORATOR":2},"past_year_issue_authors":{"umutucak":3,"jamartinh":2,"Kallinteris-Andreas":2,"yqkqknct":1,"xh-g":1,"smorad":1,"simonsays1980":1,"perrin-isir":1,"muzhancun":1,"moripiri":1,"mengyuest":1,"marcosgalleterobbva":1,"LorenzoBonanni":1,"lchamp87x":1,"lars-quaedvlieg":1,"GreatNewHope":1,"FlutteryEmbers":1,"Dstate":1,"carlosgmartin":1,"alexdavey":1},"past_year_pull_request_authors":{"younik":60,"wakened2024":6,"marcosgalleterobbva":2,"alexdavey":2,"jamartinh":2,"gabrielemaraglino":2,"Tanmay692004":2,"mengyuest":2,"FlutteryEmbers":2,"rob-pitkin":2},"maintainers":[{"login":"younik","count":135,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"rodrigodelazcano","count":36,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rodrigodelazcano"},{"login":"balisujohn","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/balisujohn"},{"login":"alexdavey","count":11,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"},{"login":"pseudo-rnd-thoughts","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/pseudo-rnd-thoughts"},{"login":"RedTachyon","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/RedTachyon"},{"login":"jjshoots","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jjshoots"}],"active_maintainers":[{"login":"younik","count":60,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/younik"},{"login":"alexdavey","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/alexdavey"}]},"events":{"total":{"CreateEvent":6,"ReleaseEvent":2,"IssuesEvent":31,"WatchEvent":142,"DeleteEvent":2,"IssueCommentEvent":74,"PushEvent":60,"PullRequestEvent":67,"PullRequestReviewEvent":23,"PullRequestReviewCommentEvent":13,"ForkEvent":17},"last_year":{"CreateEvent":6,"ReleaseEvent":2,"IssuesEvent":31,"WatchEvent":142,"DeleteEvent":2,"IssueCommentEvent":74,"PushEvent":60,"PullRequestEvent":67,"PullRequestReviewEvent":23,"PullRequestReviewCommentEvent":13,"ForkEvent":17}},"keywords":["datasets","gymnasium","offline-rl","reinforcement-learning"],"dependencies":[{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-10-28T23:46:22.805Z","updated_at":"2022-10-28T23:46:22.805Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/docs/requirements.txt","dependencies":[{"id":6539923183,"package_name":"sphinx","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6539923184,"package_name":"myst-parser","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":6539923185,"package_name":"furo","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2022-10-28T23:46:22.820Z","updated_at":"2022-10-28T23:46:22.820Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/setup.py","dependencies":[{"id":6539923186,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.18.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/build-docs-version.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.462Z","updated_at":"2023-02-02T11:15:34.462Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/build-docs-version.yml","dependencies":[{"id":7314324773,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324774,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":7314324775,"package_name":"dawidd6/action-get-tag","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7314324776,"package_name":"JamesIves/github-pages-deploy-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/build-docs.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.489Z","updated_at":"2023-02-02T11:15:34.489Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/build-docs.yml","dependencies":[{"id":7314324799,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324800,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":7314324801,"package_name":"JamesIves/github-pages-deploy-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/build-publish.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.514Z","updated_at":"2023-02-02T11:15:34.514Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/build-publish.yml","dependencies":[{"id":7314324807,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324808,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7314324809,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7314324810,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7314324811,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/linux-tutorials-test-on-pr.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.548Z","updated_at":"2023-02-02T11:15:34.548Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/linux-tutorials-test-on-pr.yml","dependencies":[{"id":7314324822,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324823,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/linux-tutorials-test-on-push.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.567Z","updated_at":"2023-02-02T11:15:34.567Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/linux-tutorials-test-on-push.yml","dependencies":[{"id":7314324834,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324835,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/manual-build-docs-version copy.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.582Z","updated_at":"2023-02-02T11:15:34.582Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/manual-build-docs-version copy.yml","dependencies":[{"id":7314324837,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324838,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":7314324839,"package_name":"JamesIves/github-pages-deploy-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pre-commit.yml","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.595Z","updated_at":"2023-02-02T11:15:34.595Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/.github/workflows/pre-commit.yml","dependencies":[{"id":7314324859,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":7314324860,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"tests/DatasetCreation/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.611Z","updated_at":"2023-02-02T11:15:34.611Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tests/DatasetCreation/requirements.txt","dependencies":[{"id":7314324878,"package_name":"gymnasium-robotics","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324879,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324880,"package_name":"gymnasium","ecosystem":"pypi","requirements":"spec_stack","direct":true,"kind":"test","optional":false}]},{"ecosystem":"pypi","filepath":"tests/DatasetUsage/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.633Z","updated_at":"2023-02-02T11:15:34.633Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tests/DatasetUsage/requirements.txt","dependencies":[{"id":7314324893,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324894,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false}]},{"ecosystem":"pypi","filepath":"tests/LocalStorage/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.655Z","updated_at":"2023-02-02T11:15:34.655Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tests/LocalStorage/requirements.txt","dependencies":[{"id":7314324900,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324901,"package_name":"h5py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324902,"package_name":"structlog","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324903,"package_name":"tensorboardX","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":7314324904,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false}]},{"ecosystem":"pypi","filepath":"tutorials/DatasetCreation/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.683Z","updated_at":"2023-02-02T11:15:34.683Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tutorials/DatasetCreation/requirements.txt","dependencies":[{"id":7314324914,"package_name":"gymnasium-robotics","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324915,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324916,"package_name":"gymnasium","ecosystem":"pypi","requirements":"spec_stack","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"tutorials/DatasetUsage/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.704Z","updated_at":"2023-02-02T11:15:34.704Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tutorials/DatasetUsage/requirements.txt","dependencies":[{"id":7314324940,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324941,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"tutorials/LocalStorage/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.726Z","updated_at":"2023-02-02T11:15:34.726Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tutorials/LocalStorage/requirements.txt","dependencies":[{"id":7314324955,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324956,"package_name":"h5py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324957,"package_name":"structlog","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324958,"package_name":"tensorboardX","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324959,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"tutorials/RemoteStorage/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-02T11:15:34.754Z","updated_at":"2023-02-02T11:15:34.754Z","repository_link":"https://github.com/Farama-Foundation/Minari/blob/main/tutorials/RemoteStorage/requirements.txt","dependencies":[{"id":7314324963,"package_name":"cython","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324964,"package_name":"h5py","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324965,"package_name":"structlog","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324966,"package_name":"tensorboardX","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324967,"package_name":"typing_extensions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":7314324968,"package_name":"google-cloud-storage","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":18.517962796518916,"created_at":"2025-09-04T15:51:10.117Z","updated_at":"2025-10-07T08:15:05.189Z","avatar_url":"https://github.com/Farama-Foundation.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":10226,"funding_links":["https://github.com/sponsors/Farama-Foundation"],"readme_doi_urls":["https://doi.org/10.5281/zenodo.13767625"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["gym","gym-environment","gridworld-environment","deepmind-control-suite","deepmind-lab","autonomous-driving"],"project_url":"https://science.ecosyste.ms/api/v1/projects/36493","html_url":"https://science.ecosyste.ms/projects/36493","bibtex_url":"https://science.ecosyste.ms/projects/36493/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/36493/export.apalike"}