{"id":136564,"name":null,"description":"Kullback-Leibler projections for Bayesian model selection in Python","url":"https://github.com/bambinos/kulprit","last_synced_at":"2025-09-09T12:35:44.663Z","repository":{"id":37014267,"uuid":"460460176","full_name":"bambinos/kulprit","owner":"bambinos","description":"Kullback-Leibler projections for Bayesian model selection in Python","archived":false,"fork":false,"pushed_at":"2025-08-24T12:12:16.000Z","size":5692,"stargazers_count":38,"open_issues_count":5,"forks_count":5,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-08-24T16:37:38.826Z","etag":null,"topics":["bayesian-inference","kullback-leibler-divergence","model-selection"],"latest_commit_sha":null,"homepage":"https://kulprit.readthedocs.io","language":"Python","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/bambinos.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":null,"code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-02-17T14:03:16.000Z","updated_at":"2025-08-24T12:12:20.000Z","dependencies_parsed_at":"2024-03-20T21:43:47.467Z","dependency_job_id":"16b64cfb-abb5-4b37-8fb1-b04e31bffda2","html_url":"https://github.com/bambinos/kulprit","commit_stats":null,"previous_names":["yannmclatchie/kulprit"],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/bambinos/kulprit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bambinos","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274296346,"owners_count":25258821,"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":"2025-09-09T02:00:10.223Z","response_time":80,"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":"bambinos","name":"bambinos","uuid":"21209423","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/21209423?v=4","repositories_count":4,"last_synced_at":"2023-03-05T08:19:31.514Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bambinos","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T09:00:59.273Z","updated_at":"2023-03-05T08:19:31.517Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bambinos","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bambinos/repositories"},"packages":[{"id":8408239,"name":"kulprit","ecosystem":"pypi","description":"Kullback-Leibler projections for Bayesian model selection.","homepage":null,"licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/bambinos/kulprit","keywords_array":[],"namespace":null,"versions_count":5,"first_release_published_at":"2023-10-10T18:50:14.000Z","latest_release_published_at":"2025-04-11T12:35:23.000Z","latest_release_number":"0.4.0","last_synced_at":"2025-08-24T19:50:11.006Z","created_at":"2023-10-10T19:09:40.979Z","updated_at":"2025-08-24T21:16:26.008Z","registry_url":"https://pypi.org/project/kulprit/","install_command":"pip install kulprit --index-url https://pypi.org/simple","documentation_url":"https://kulprit.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","Intended Audience :: Education","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.9"],"normalized_name":"kulprit","project_status":null},"repo_metadata":{"id":37014267,"uuid":"460460176","full_name":"bambinos/kulprit","owner":"bambinos","description":"Kullback-Leibler projections for Bayesian model selection in Python","archived":false,"fork":false,"pushed_at":"2025-08-24T12:12:16.000Z","size":5692,"stargazers_count":38,"open_issues_count":5,"forks_count":5,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-08-24T16:37:38.826Z","etag":null,"topics":["bayesian-inference","kullback-leibler-divergence","model-selection"],"latest_commit_sha":null,"homepage":"https://kulprit.readthedocs.io","language":"Python","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/bambinos.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":null,"code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-02-17T14:03:16.000Z","updated_at":"2025-08-24T12:12:20.000Z","dependencies_parsed_at":"2024-03-20T21:43:47.467Z","dependency_job_id":"16b64cfb-abb5-4b37-8fb1-b04e31bffda2","html_url":"https://github.com/bambinos/kulprit","commit_stats":null,"previous_names":["yannmclatchie/kulprit"],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/bambinos/kulprit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bambinos","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271953114,"owners_count":24849290,"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":"2025-08-24T02:00:11.135Z","response_time":111,"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":"bambinos","name":"bambinos","uuid":"21209423","kind":"organization","description":null,"email":null,"website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/21209423?v=4","repositories_count":4,"last_synced_at":"2023-03-05T08:19:31.514Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bambinos","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-15T09:00:59.273Z","updated_at":"2023-03-05T08:19:31.517Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bambinos","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bambinos/repositories"},"tags":[{"name":"0.4.0","sha":"6a4c2e0e493c1ce48cf09324c1a5f45fde1451e2","kind":"commit","published_at":"2025-04-11T12:24:11.000Z","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/0.4.0","html_url":"https://github.com/bambinos/kulprit/releases/tag/0.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bambinos/kulprit@0.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.4.0/manifests"},{"name":"0.3.0","sha":"37aff2683aefbec03a262c21323c2a54bf68e3b8","kind":"commit","published_at":"2024-12-27T22:12:30.000Z","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/0.3.0","html_url":"https://github.com/bambinos/kulprit/releases/tag/0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bambinos/kulprit@0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.3.0/manifests"},{"name":"0.2.0","sha":"9c16395a7e1989cfd1c5a301c34c3c658f09b339","kind":"commit","published_at":"2024-07-20T00:18:30.000Z","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/0.2.0","html_url":"https://github.com/bambinos/kulprit/releases/tag/0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bambinos/kulprit@0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.2.0/manifests"},{"name":"0.1.0","sha":"124ab22324e33ebdec7c182845927e18ad42eda0","kind":"commit","published_at":"2024-04-12T15:21:29.000Z","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/0.1.0","html_url":"https://github.com/bambinos/kulprit/releases/tag/0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bambinos/kulprit@0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.1.0/manifests"},{"name":"0.0.1","sha":"94d112f5cb6190135c51a5d15755b5cfce391509","kind":"commit","published_at":"2023-10-10T18:43:33.000Z","download_url":"https://codeload.github.com/bambinos/kulprit/tar.gz/0.0.1","html_url":"https://github.com/bambinos/kulprit/releases/tag/0.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/bambinos/kulprit@0.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/tags/0.0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-24T21:16:26.007Z","dependent_packages_count":0,"downloads":337,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":68.43946870703195,"dependent_packages_count":7.302737866584258,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":37.8711032868081},"purl":"pkg:pypi/kulprit","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/kulprit","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/kulprit","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/kulprit/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-17T10:49:38.324Z","issues_count":16,"pull_requests_count":63,"avg_time_to_close_issue":11819485.818181818,"avg_time_to_close_pull_request":679750.2063492064,"issues_closed_count":11,"pull_requests_closed_count":63,"pull_request_authors_count":5,"issue_authors_count":4,"avg_comments_per_issue":0.5,"avg_comments_per_pull_request":0.6507936507936508,"merged_pull_requests_count":61,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":3,"past_year_pull_requests_count":15,"past_year_avg_time_to_close_issue":20222.0,"past_year_avg_time_to_close_pull_request":356545.5333333333,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":15,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":2,"past_year_avg_comments_per_issue":1.0,"past_year_avg_comments_per_pull_request":0.5333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":15,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/issues","maintainers":[{"login":"aloctavodia","count":48,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aloctavodia"},{"login":"yannmclatchie","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/yannmclatchie"}],"active_maintainers":[{"login":"aloctavodia","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aloctavodia"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/kulprit/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/kulprit/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/kulprit/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/kulprit/related_packages","maintainers":[{"uuid":"aloctavodia","login":"aloctavodia","name":null,"email":null,"url":null,"packages_count":10,"html_url":"https://pypi.org/user/aloctavodia/","role":null,"created_at":"2023-10-10T19:12:26.665Z","updated_at":"2023-10-10T19:12:26.665Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/aloctavodia/packages"},{"uuid":"tcapretto","login":"tcapretto","name":null,"email":null,"url":null,"packages_count":8,"html_url":"https://pypi.org/user/tcapretto/","role":null,"created_at":"2024-05-12T16:02:34.076Z","updated_at":"2024-05-12T16:02:34.076Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/tcapretto/packages"},{"uuid":"juanitorduz","login":"juanitorduz","name":null,"email":null,"url":null,"packages_count":4,"html_url":"https://pypi.org/user/juanitorduz/","role":"Owner","created_at":"2025-03-27T12:35:57.367Z","updated_at":"2025-03-27T12:35:57.367Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/juanitorduz/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726530,"maintainers_count":308864,"namespaces_count":0,"keywords_count":238369,"github":"pypi","metadata":{"funded_packages_count":50594},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-09T06:31:19.922Z","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":5784484,"full_name":"bambinos/kulprit","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":"2024-11-15T05:11:07.977Z","updated_at":"2024-11-15T05:11:07.977Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5519741,"commits_count":865463233,"contributors_count":31786872,"owners_count":916334,"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":"bambinos/kulprit","html_url":"https://github.com/bambinos/kulprit","last_synced_at":"2025-09-02T11:05:43.756Z","status":null,"issues_count":15,"pull_requests_count":74,"avg_time_to_close_issue":7260844.25,"avg_time_to_close_pull_request":664547.0555555555,"issues_closed_count":8,"pull_requests_closed_count":72,"pull_request_authors_count":5,"issue_authors_count":3,"avg_comments_per_issue":0.13333333333333333,"avg_comments_per_pull_request":0.6216216216216216,"merged_pull_requests_count":70,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":2,"past_year_pull_requests_count":23,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":489606.5714285714,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":21,"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":0.5217391304347826,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":21,"created_at":"2024-11-15T05:11:15.545Z","updated_at":"2025-09-03T06:17:54.432Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bambinos%2Fkulprit/issues","issue_labels_count":{},"pull_request_labels_count":{"enhancement":7,"bug":3,"documentation":1},"issue_author_associations_count":{"COLLABORATOR":14,"NONE":2},"pull_request_author_associations_count":{"COLLABORATOR":73,"CONTRIBUTOR":4,"NONE":3},"issue_authors":{"aloctavodia":11,"yannmclatchie":3,"thedarredondo":1,"lucabol":1},"pull_request_authors":{"aloctavodia":52,"yannmclatchie":21,"star1327p":4,"github-actions[bot]":2,"nsiccha":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10110573,"issues_count":31589124,"pull_requests_count":98205665,"authors_count":10706879,"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":{"COLLABORATOR":2},"past_year_pull_request_author_associations_count":{"COLLABORATOR":25,"CONTRIBUTOR":3,"NONE":1},"past_year_issue_authors":{"aloctavodia":2},"past_year_pull_request_authors":{"aloctavodia":25,"star1327p":4},"maintainers":[{"login":"aloctavodia","count":63,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aloctavodia"},{"login":"yannmclatchie","count":24,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/yannmclatchie"}],"active_maintainers":[{"login":"aloctavodia","count":27,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/aloctavodia"}]},"events":{"total":{"CreateEvent":19,"ReleaseEvent":2,"IssuesEvent":6,"WatchEvent":7,"DeleteEvent":13,"IssueCommentEvent":11,"PushEvent":73,"PullRequestEvent":30,"ForkEvent":1},"last_year":{"CreateEvent":19,"ReleaseEvent":2,"IssuesEvent":6,"WatchEvent":7,"DeleteEvent":13,"IssueCommentEvent":11,"PushEvent":73,"PullRequestEvent":30,"ForkEvent":1}},"keywords":["bayesian-inference","kullback-leibler-divergence","model-selection"],"dependencies":[{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2022-06-29T08:09:36.796Z","updated_at":"2022-06-29T08:09:36.796Z","repository_link":"https://github.com/bambinos/kulprit/blob/main/pyproject.toml","dependencies":[{"id":94060889,"package_name":"arviz","ecosystem":"pypi","requirements":"\u003e=0.11.2","direct":true,"kind":"runtime","optional":false},{"id":94060890,"package_name":"bambi","ecosystem":"pypi","requirements":"0.9.0","direct":true,"kind":"runtime","optional":false},{"id":94060892,"package_name":"numpy","ecosystem":"pypi","requirements":"^1.21.5","direct":true,"kind":"runtime","optional":false},{"id":94060893,"package_name":"pandas","ecosystem":"pypi","requirements":"^1.3.5","direct":true,"kind":"runtime","optional":false},{"id":94060894,"package_name":"pymc","ecosystem":"pypi","requirements":"4.0.0","direct":true,"kind":"runtime","optional":false},{"id":94060896,"package_name":"python","ecosystem":"pypi","requirements":"\u003e=3.7.2, \u003c3.10","direct":true,"kind":"runtime","optional":false},{"id":94060897,"package_name":"scipy","ecosystem":"pypi","requirements":"1.7.3","direct":true,"kind":"runtime","optional":false},{"id":94060898,"package_name":"torch","ecosystem":"pypi","requirements":"^1.11.0","direct":true,"kind":"runtime","optional":false},{"id":94060899,"package_name":"autoflake","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060900,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060901,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060902,"package_name":"flake8-bugbear","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060903,"package_name":"flake8-builtins","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060904,"package_name":"flake8-comprehensions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060905,"package_name":"flake8-debugger","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060906,"package_name":"flake8-eradicate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060907,"package_name":"flake8-logging-format","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060908,"package_name":"isort","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060909,"package_name":"jupyter","ecosystem":"pypi","requirements":"1.0.0","direct":true,"kind":"develop","optional":false},{"id":94060910,"package_name":"mknotebooks","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060911,"package_name":"mkdocstrings","ecosystem":"pypi","requirements":"\u003c0.19","direct":true,"kind":"develop","optional":false},{"id":94060912,"package_name":"mkdocs-material","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060913,"package_name":"mypy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060914,"package_name":"pep8-naming","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060915,"package_name":"pip","ecosystem":"pypi","requirements":"^22.0.3","direct":true,"kind":"develop","optional":false},{"id":94060916,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060917,"package_name":"pymdown-extensions","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060918,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060919,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060920,"package_name":"python-kacl","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060921,"package_name":"pyupgrade","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060922,"package_name":"tryceratops","ecosystem":"pypi","requirements":"*","direct":true,"kind":"develop","optional":false},{"id":94060923,"package_name":"pylint","ecosystem":"pypi","requirements":"^2.13.8","direct":true,"kind":"develop","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test.yml","sha":null,"kind":"manifest","created_at":"2023-01-17T13:15:51.911Z","updated_at":"2023-01-17T13:15:51.911Z","repository_link":"https://github.com/bambinos/kulprit/blob/main/.github/workflows/test.yml","dependencies":[{"id":6994556443,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6994556444,"package_name":"./.github/actions/python-poetry-env","ecosystem":"actions","requirements":"*","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2023-09-26T17:57:18.830Z","updated_at":"2023-09-26T17:57:18.830Z","repository_link":"https://github.com/bambinos/kulprit/blob/main/requirements-dev.txt","dependencies":[{"id":13955235598,"package_name":"black","ecosystem":"pypi","requirements":"==22.3.0","direct":true,"kind":"development","optional":false},{"id":13955235599,"package_name":"pylint","ecosystem":"pypi","requirements":"==2.17.4","direct":true,"kind":"development","optional":false},{"id":13955235600,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"\u003e=2.6.1","direct":true,"kind":"development","optional":false},{"id":13955235601,"package_name":"pytest","ecosystem":"pypi","requirements":"\u003e=4.4.0","direct":true,"kind":"development","optional":false},{"id":13955235602,"package_name":"pre-commit","ecosystem":"pypi","requirements":"\u003e=2.19","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-docs.txt","sha":null,"kind":"manifest","created_at":"2023-09-26T17:57:18.872Z","updated_at":"2023-09-26T17:57:18.872Z","repository_link":"https://github.com/bambinos/kulprit/blob/main/requirements-docs.txt","dependencies":[{"id":13955235627,"package_name":"pydata-sphinx-theme","ecosystem":"pypi","requirements":"\u003e=0.6.3","direct":true,"kind":"runtime","optional":false},{"id":13955235628,"package_name":"myst-nb","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":13955235629,"package_name":"sphinx","ecosystem":"pypi","requirements":"\u003e=4","direct":true,"kind":"runtime","optional":false},{"id":13955235630,"package_name":"sphinx-copybutton","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish-to-test-pypi.yml","sha":null,"kind":"manifest","created_at":"2024-03-20T21:43:46.812Z","updated_at":"2024-03-20T21:43:46.812Z","repository_link":"https://github.com/bambinos/kulprit/blob/main/.github/workflows/publish-to-test-pypi.yml","dependencies":[{"id":16944804112,"package_name":"actions/checkout","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false},{"id":16944804113,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":16944804114,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]}],"score":null,"created_at":"2025-09-08T23:53:41.217Z","updated_at":"2025-10-07T08:35:26.522Z","avatar_url":"https://github.com/bambinos.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":337,"funding_links":[],"readme_doi_urls":["https://doi.org/10.1214/24-STS949"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/136564","html_url":"https://science.ecosyste.ms/projects/136564"}