{"id":5177,"name":"skwdro","description":"Distributionally robust machine learning with Pytorch and Scikit-learn wrappers","url":"https://github.com/iutzeler/skwdro","last_synced_at":"2025-09-04T18:31:58.438Z","repository":{"id":210277613,"uuid":"617434663","full_name":"iutzeler/skwdro","owner":"iutzeler","description":"Distributionally robust machine learning with Pytorch and Scikit-learn wrappers","archived":false,"fork":false,"pushed_at":"2025-08-21T10:04:24.000Z","size":1154,"stargazers_count":15,"open_issues_count":7,"forks_count":0,"subscribers_count":4,"default_branch":"dev","last_synced_at":"2025-08-21T11:52:46.211Z","etag":null,"topics":["distributionally-robust-optimization","machine-learning","statistical-learning"],"latest_commit_sha":null,"homepage":"https://skwdro.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iutzeler.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-03-22T11:43:40.000Z","updated_at":"2025-08-21T09:51:08.000Z","dependencies_parsed_at":"2024-02-29T14:47:50.731Z","dependency_job_id":"0740bdc1-7d20-4d59-968d-be73b7de4958","html_url":"https://github.com/iutzeler/skwdro","commit_stats":null,"previous_names":["iutzeler/skwdro"],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/iutzeler/skwdro","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iutzeler","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/refs/heads/dev","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273653273,"owners_count":25144427,"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":"2025-09-04T02:00:08.968Z","response_time":61,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":null,"packages":[{"id":10631751,"name":"skwdro","ecosystem":"pypi","description":"A Robust ML toolbox","homepage":null,"licenses":"OSI Approved","normalized_licenses":["Other"],"repository_url":"https://github.com/iutzeler/skwdro","keywords_array":[],"namespace":null,"versions_count":5,"first_release_published_at":"2024-07-08T16:20:31.000Z","latest_release_published_at":"2024-12-05T15:40:04.000Z","latest_release_number":"1.1.1","last_synced_at":"2025-08-21T12:04:57.641Z","created_at":"2024-07-10T10:09:19.721Z","updated_at":"2025-08-21T12:45:21.356Z","registry_url":"https://pypi.org/project/skwdro/","install_command":"pip install skwdro --index-url https://pypi.org/simple","documentation_url":"https://skwdro.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX","Operating System :: Unix","Programming Language :: Python","Programming Language :: Python :: 2.7","Programming Language :: Python :: 3.5","Programming Language :: Python :: 3.6","Programming Language :: Python :: 3.7","Topic :: Scientific/Engineering","Topic :: Software Development"],"normalized_name":"skwdro","project_status":null},"repo_metadata":{"id":210277613,"uuid":"617434663","full_name":"iutzeler/skwdro","owner":"iutzeler","description":"Distributionally robust machine learning with Pytorch and Scikit-learn wrappers","archived":false,"fork":false,"pushed_at":"2025-08-21T10:04:24.000Z","size":1154,"stargazers_count":15,"open_issues_count":7,"forks_count":0,"subscribers_count":4,"default_branch":"dev","last_synced_at":"2025-08-21T11:52:46.211Z","etag":null,"topics":["distributionally-robust-optimization","machine-learning","statistical-learning"],"latest_commit_sha":null,"homepage":"https://skwdro.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/iutzeler.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-03-22T11:43:40.000Z","updated_at":"2025-08-21T09:51:08.000Z","dependencies_parsed_at":"2024-02-29T14:47:50.731Z","dependency_job_id":"0740bdc1-7d20-4d59-968d-be73b7de4958","html_url":"https://github.com/iutzeler/skwdro","commit_stats":null,"previous_names":["iutzeler/skwdro"],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/iutzeler/skwdro","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iutzeler","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/refs/heads/dev","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271484427,"owners_count":24767761,"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":"2025-08-21T02:00:08.990Z","response_time":74,"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":"iutzeler","name":"Franck Iutzeler","uuid":"25322628","kind":"user","description":"Assistant Professor at Laboratoire Jean Kuntzmann, Université Grenoble Alpes, France.","email":"","website":"http://www.iutzeler.org","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/25322628?u=89c91a2991a32ef21ac34eec41b923d2c237a433\u0026v=4","repositories_count":1,"last_synced_at":"2023-03-10T06:12:13.187Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/iutzeler","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-03-10T06:12:13.188Z","updated_at":"2023-03-10T06:12:13.188Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iutzeler","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/iutzeler/repositories"},"tags":[{"name":"1.1.0","sha":"51ab8fef739fa169bc88879d0a8c2f99fe6c2886","kind":"commit","published_at":"2024-11-28T13:07:41.000Z","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/1.1.0","html_url":"https://github.com/iutzeler/skwdro/releases/tag/1.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/iutzeler/skwdro@1.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.1.0/manifests"},{"name":"1.0.3","sha":"6daf252908f00b152056eb59addad395b0be0639","kind":"commit","published_at":"2024-11-06T10:43:45.000Z","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/1.0.3","html_url":"https://github.com/iutzeler/skwdro/releases/tag/1.0.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/iutzeler/skwdro@1.0.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.3/manifests"},{"name":"1.0.2","sha":"a9da0a05cf476ae452b67bc10f548dba89edd283","kind":"commit","published_at":"2024-11-06T10:28:49.000Z","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/1.0.2","html_url":"https://github.com/iutzeler/skwdro/releases/tag/1.0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/iutzeler/skwdro@1.0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.2/manifests"},{"name":"1.0.1","sha":"1ddca92538e862208f4ef472fca59a967db7cb9b","kind":"commit","published_at":"2024-07-08T16:40:52.000Z","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/1.0.1","html_url":"https://github.com/iutzeler/skwdro/releases/tag/1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/iutzeler/skwdro@1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.1/manifests"},{"name":"1.0.0","sha":"275d41d7fb0c41bcac261aba4b8c0e7dc7e47b74","kind":"commit","published_at":"2024-07-08T15:43:07.000Z","download_url":"https://codeload.github.com/iutzeler/skwdro/tar.gz/1.0.0","html_url":"https://github.com/iutzeler/skwdro/releases/tag/1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/iutzeler/skwdro@1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/tags/1.0.0/manifests"}]},"repo_metadata_updated_at":"2025-08-21T12:45:21.356Z","dependent_packages_count":0,"downloads":34,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":12.796779997782837,"dependent_repos_count":60.01095351920193,"dependent_packages_count":10.656306889627086,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":27.821346802203948},"purl":"pkg:pypi/skwdro","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/skwdro","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/skwdro","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/skwdro/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/skwdro/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/skwdro/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/skwdro/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/skwdro/related_packages","maintainers":[{"uuid":"fvincent","login":"fvincent","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/fvincent/","role":null,"created_at":"2024-07-10T16:16:21.939Z","updated_at":"2024-07-10T16:16:21.939Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/fvincent/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724862,"maintainers_count":308221,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","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":{"message":"Repository syncing started."},"issues_stats":{"full_name":"iutzeler/skwdro","html_url":"https://github.com/iutzeler/skwdro","last_synced_at":"2025-08-31T17:13:18.171Z","status":null,"issues_count":1,"pull_requests_count":5,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":25051.5,"issues_closed_count":0,"pull_requests_closed_count":4,"pull_request_authors_count":2,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":4,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":5,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":25051.5,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":4,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.0,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":4,"created_at":"2025-08-29T12:12:15.513Z","updated_at":"2025-09-03T01:34:14.392Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/iutzeler%2Fskwdro/issues","issue_labels_count":{"enhancement":1,"help wanted":1},"pull_request_labels_count":{"bug":7,"enhancement":7,"Test":6,"release":4,"wontfix":2,"DO NOT MERGE":2,"documentation":1,"help wanted":1,"low priority":1},"issue_author_associations_count":{"COLLABORATOR":8,"OWNER":2},"pull_request_author_associations_count":{"COLLABORATOR":29,"OWNER":21},"issue_authors":{"floffy-f":6,"iutzeler":2,"wazizian":2},"pull_request_authors":{"floffy-f":22,"iutzeler":21,"wazizian":7},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10081478,"issues_count":31331220,"pull_requests_count":96240505,"authors_count":10693617,"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":{"release":4,"bug":3,"documentation":1,"wontfix":1,"enhancement":1,"Test":1},"past_year_issue_author_associations_count":{"COLLABORATOR":3},"past_year_pull_request_author_associations_count":{"COLLABORATOR":15,"OWNER":5},"past_year_issue_authors":{"floffy-f":3},"past_year_pull_request_authors":{"floffy-f":13,"iutzeler":5,"wazizian":2},"maintainers":[{"login":"floffy-f","count":28,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/floffy-f"},{"login":"iutzeler","count":23,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/iutzeler"},{"login":"wazizian","count":9,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/wazizian"}],"active_maintainers":[{"login":"floffy-f","count":16,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/floffy-f"},{"login":"iutzeler","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/iutzeler"},{"login":"wazizian","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/wazizian"}]},"events":{"total":{"CreateEvent":19,"IssuesEvent":4,"ReleaseEvent":2,"WatchEvent":8,"DeleteEvent":14,"IssueCommentEvent":12,"PushEvent":37,"PullRequestReviewEvent":15,"PullRequestEvent":46},"last_year":{"CreateEvent":19,"IssuesEvent":4,"ReleaseEvent":2,"WatchEvent":8,"DeleteEvent":14,"IssueCommentEvent":12,"PushEvent":37,"PullRequestReviewEvent":15,"PullRequestEvent":46}},"keywords":["distributionally-robust-optimization","machine-learning","statistical-learning"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/test.yml","sha":null,"kind":"manifest","created_at":"2023-12-12T16:48:22.085Z","updated_at":"2023-12-12T16:48:22.085Z","repository_link":"https://github.com/iutzeler/skwdro/blob/dev/.github/workflows/test.yml","dependencies":[{"id":15052222361,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":15052222364,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-12-12T16:48:23.478Z","updated_at":"2023-12-12T16:48:23.478Z","repository_link":"https://github.com/iutzeler/skwdro/blob/dev/pyproject.toml","dependencies":[{"id":15052224649,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052224650,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052224651,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"@ https://pypi.anaconda.org/scientific-python-nightly-wheels/simple/scikit-learn/1.4.dev0/scikit_learn-1.4.dev0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl","direct":true,"kind":"runtime","optional":false},{"id":15052224652,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052224653,"package_name":"cvxopt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052224654,"package_name":"cvxpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225196,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225198,"package_name":"sqwash","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225490,"package_name":"dask","ecosystem":"pypi","requirements":"[distributed]","direct":true,"kind":"runtime","optional":false},{"id":15052225491,"package_name":"prodigyopt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225622,"package_name":"mechanic-pytorch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-12-12T16:48:25.348Z","updated_at":"2023-12-12T16:48:25.348Z","repository_link":"https://github.com/iutzeler/skwdro/blob/dev/requirements.txt","dependencies":[{"id":15052225854,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225855,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225856,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225857,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225858,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225859,"package_name":"cvxopt","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15052225860,"package_name":"cvxpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"doc/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-01-03T11:35:37.501Z","updated_at":"2024-01-03T11:35:37.501Z","repository_link":"https://github.com/iutzeler/skwdro/blob/dev/doc/requirements.txt","dependencies":[{"id":15408167728,"package_name":"sphinx-gallery","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15408167731,"package_name":"sphinx_rtd_theme","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15408167732,"package_name":"numpydoc","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"environment.yml","sha":null,"kind":"manifest","created_at":"2024-02-29T14:47:49.998Z","updated_at":"2024-02-29T14:47:49.998Z","repository_link":"https://github.com/iutzeler/skwdro/blob/dev/environment.yml","dependencies":[]}],"score":null,"created_at":"2025-09-04T15:50:14.429Z","updated_at":"2025-10-07T08:05:17.960Z","avatar_url":"https://github.com/iutzeler.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":34,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/5177","html_url":"https://science.ecosyste.ms/projects/5177","bibtex_url":"https://science.ecosyste.ms/projects/5177/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/5177/export.apalike"}