{"id":357010,"url":"https://github.com/bayesflow-org/bayesflow","last_synced_at":"2026-08-20T05:02:10.977Z","repository":{"id":37817522,"uuid":"222209282","full_name":"bayesflow-org/bayesflow","owner":"bayesflow-org","description":"A Python library for efficient Bayesian modeling with deep learning","archived":false,"fork":false,"pushed_at":"2026-08-12T11:54:11.000Z","size":851818,"stargazers_count":738,"open_issues_count":21,"forks_count":86,"subscribers_count":11,"default_branch":"main","last_synced_at":"2026-08-13T01:43:34.697Z","etag":null,"topics":["amortized-inference","bayesian-statistics","computational-modeling","deep-learning","generative-ai","generative-models","neural-networks","simulation-based-inference"],"latest_commit_sha":null,"homepage":"https://bayesflow.org/","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/bayesflow-org.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"claude":null,"gemini":null,"cursor":null,"copilot":null,"dco":null,"cla":null,"disclosure":null}},"created_at":"2019-11-17T06:53:05.000Z","updated_at":"2026-08-11T15:10:31.000Z","dependencies_parsed_at":"2026-08-05T20:43:58.597Z","dependency_job_id":"78381f49-39be-4889-9c78-01b044eb205c","html_url":"https://github.com/bayesflow-org/bayesflow","commit_stats":{"total_commits":935,"total_committers":19,"mean_commits":49.21052631578947,"dds":0.2823529411764706,"last_synced_commit":"fda44790cd9a32111d88b1461be7e4e116c1cb33"},"previous_names":["bayesflow-org/bayesflow","stefanradev93/bayesflow"],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/bayesflow-org/bayesflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bayesflow-org","download_url":"https://codeload.github.com/bayesflow-org/bayesflow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":36628590,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-08-06T04:43:03.162Z","status":"online","status_checked_at":"2026-08-14T02:00:06.934Z","response_time":54,"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":"bayesflow-org","name":"BayesFlow","uuid":"135721600","kind":"organization","description":"An organization for applications and extensions of amortized Bayesian inference.","email":null,"website":null,"location":"Germany","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/135721600?v=4","repositories_count":1,"last_synced_at":"2023-07-03T07:58:55.412Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/bayesflow-org","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-07-03T07:58:55.414Z","updated_at":"2023-07-03T07:58:55.414Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bayesflow-org","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bayesflow-org/repositories"},"packages":[],"commits":{"id":8909165,"full_name":"bayesflow-org/bayesflow","default_branch":"main","total_commits":2489,"total_committers":33,"total_bot_commits":9,"total_bot_committers":1,"mean_commits":75.42424242424242,"dds":0.6030534351145038,"past_year_total_commits":118,"past_year_total_committers":13,"past_year_total_bot_commits":7,"past_year_total_bot_committers":1,"past_year_mean_commits":9.076923076923077,"past_year_dds":0.576271186440678,"last_synced_at":"2026-08-19T04:34:01.758Z","last_synced_commit":"c4c0a594d67f5e32d9b5bdab008a0900d0f9210d","created_at":"2025-02-25T12:07:05.991Z","updated_at":"2026-08-19T04:33:58.626Z","committers":[{"name":"stefanradev93","email":"stefan.radev93@gmail.com","login":"stefanradev93","count":988},{"name":"LarsKue","email":"lars@kuehmichel.de","login":"LarsKue","count":704},{"name":"Valentin Pratz","email":"git@valentinpratz.de","login":"vpratz","count":218},{"name":"marvinschmitt","email":"mail@marvin-schmitt.de","login":"marvinschmitt","count":130},{"name":"Paul-Christian Bürkner","email":"paul.buerkner@gmail.com","login":"paul-buerkner","count":74},{"name":"han-ol","email":"g@hans.olischlaeger.com","login":"han-ol","count":56},{"name":"Chase-Grajeda","email":"chase.grajeda@gmail.com","login":"Chase-Grajeda","count":45},{"name":"elseml","email":"60779710+elseml","login":"elseml","count":40},{"name":"rene-bucchia","email":"rene.bucchia@gmail.com","login":"rene-bucchia","count":38},{"name":"Xenovortex","email":"Leo.Nguyen@gmx.de","login":"thegialeo","count":31},{"name":"Leona Odole","email":"eldaleona-odole@uiowa.edu","login":"eodole","count":26},{"name":"arrjon","email":"jonas.arruda@uni-bonn.de","login":"arrjon","count":19},{"name":"Yannik Schaelte","email":"yannik.schaelte@gmail.com","login":"yannikschaelte","count":16},{"name":"Kucharssim","email":"kucharssim@gmail.com","login":"Kucharssim","count":14},{"name":"Pritom Gogoi","email":"pritom.gogoi101@gmail.com","login":"rusty-electron","count":14},{"name":"MarcoD","email":"marco.dal92@gmail.com","login":"IoSonoMarco","count":12},{"name":"Radev","email":"radevs@win.rpi.edu","login":null,"count":10},{"name":"Jerry","email":"aca.jerryh@gmail.com","login":"jerrymhuang","count":10},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":9},{"name":"AlexAndorra","email":"andorra.alexandre@gmail.com","login":"AlexAndorra","count":6},{"name":"Lukas Schumacher","email":"39727780+LuSchumacher","login":"LuSchumacher","count":6},{"name":"Andreas Fehlner","email":"fehlner@arcor.de","login":"andife","count":5},{"name":"Daniel Habermann","email":"133031176+daniel-habermann","login":"daniel-habermann","count":5},{"name":"leonhard volz","email":"42385806+levolz","login":"levolz","count":3},{"name":"Alexander","email":"alexanderfengler@gmx.de","login":"AlexanderFengler","count":2},{"name":"Aayush Mishra","email":"106268523+aayush2505","login":"aayush2505","count":1},{"name":"Bhanu Prasanna","email":"63473951+bhanuprasanna2001","login":"bhanuprasanna2001","count":1},{"name":"Eric N. Brown","email":"enbrown","login":"enbrown","count":1},{"name":"desi","email":"desi.r.ivanova@gmail.com","login":"desi-ivanova","count":1},{"name":"noahg2","email":"66266380+noahg2","login":"noahg2","count":1},{"name":"zimea","email":"lea.zimmermann@online.de","login":"zimea","count":1},{"name":"Jonas Jürgensen","email":"jonasjurgensen@Jonass-Air.fritz.box","login":null,"count":1},{"name":"Øystein Sørensen","email":"oystein_sorensen@hotmail.com","login":"osorensen","count":1}],"past_year_committers":[{"name":"stefanradev93","email":"stefan.radev93@gmail.com","login":"stefanradev93","count":50},{"name":"han-ol","email":"g@hans.olischlaeger.com","login":"han-ol","count":26},{"name":"Jonas Arruda","email":"69197639+arrjon","login":"arrjon","count":10},{"name":"Lars Kühmichel","email":"lars@kuehmichel.de","login":"LarsKue","count":8},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":7},{"name":"Andreas Fehlner","email":"fehlner@arcor.de","login":"andife","count":5},{"name":"jerrymhuang","email":"aca.jerryh@gmail.com","login":"jerrymhuang","count":3},{"name":"Daniel Habermann","email":"133031176+daniel-habermann","login":"daniel-habermann","count":3},{"name":"Alexander","email":"alexanderfengler@gmx.de","login":"AlexanderFengler","count":2},{"name":"Øystein Sørensen","email":"oystein_sorensen@hotmail.com","login":"osorensen","count":1},{"name":"Paul-Christian Bürkner","email":"paul.buerkner@gmail.com","login":"paul-buerkner","count":1},{"name":"Bhanu Prasanna","email":"63473951+bhanuprasanna2001","login":"bhanuprasanna2001","count":1},{"name":"Aayush Mishra","email":"106268523+aayush2505","login":"aayush2505","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-08-20T00:00:10.776Z","repositories_count":6747863,"commits_count":976934509,"contributors_count":41203328,"owners_count":1358047,"committers_count":3351664,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues":{"table":{"full_name":"bayesflow-org/bayesflow","html_url":"https://github.com/bayesflow-org/bayesflow","last_synced_at":"2026-08-19T04:31:39.288Z","status":null,"issues_count":158,"pull_requests_count":401,"avg_time_to_close_issue":2940402.89,"avg_time_to_close_pull_request":622483.2990654205,"issues_closed_count":100,"pull_requests_closed_count":321,"pull_request_authors_count":21,"issue_authors_count":30,"avg_comments_per_issue":2.0316455696202533,"avg_comments_per_pull_request":2.5910224438902745,"merged_pull_requests_count":290,"bot_issues_count":0,"bot_pull_requests_count":9,"past_year_issues_count":16,"past_year_pull_requests_count":70,"past_year_avg_time_to_close_issue":2542265.3636363638,"past_year_avg_time_to_close_pull_request":1700709.431372549,"past_year_issues_closed_count":11,"past_year_pull_requests_closed_count":51,"past_year_pull_request_authors_count":15,"past_year_issue_authors_count":10,"past_year_avg_comments_per_issue":1.25,"past_year_avg_comments_per_pull_request":2.742857142857143,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":9,"past_year_merged_pull_requests_count":42,"created_at":"2025-04-11T10:58:53.492Z","updated_at":"2026-08-19T04:31:39.288Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/bayesflow-org%2Fbayesflow/issues","issue_labels_count":{"table":{"feature":33,"discussion":16,"user interface":13,"documentation":9,"v2":8,"bug":7,"unit tests":5,"refactoring":5,"sugar":3,"question":3,"serialization":2,"efficiency":2,"good first issue":2,"cannot reproduce":1}},"pull_request_labels_count":{"table":{"feature":38,"fix":31,"refactoring":14,"dependencies":11,"user interface":11,"github_actions":9,"draft":8,"sugar":7,"documentation":7,"unit tests":6,"v2":4,"bug":3,"good first issue":3,"efficiency":2,"duplicate":1,"actions":1}},"issue_author_associations_count":{"table":{"COLLABORATOR":69,"CONTRIBUTOR":48,"NONE":24,"MEMBER":17}},"pull_request_author_associations_count":{"table":{"COLLABORATOR":189,"CONTRIBUTOR":156,"MEMBER":52,"NONE":4}},"issue_authors":{"table":{"vpratz":49,"LarsKue":17,"han-ol":13,"stefanradev93":12,"marvinschmitt":8,"Kucharssim":8,"paul-buerkner":7,"elseml":6,"arrjon":5,"maltelueken":5,"thegialeo":4,"philippreiser":3,"payelghosh537482":2,"sjedhoff":2,"jerrymhuang":2,"simschaefer":1,"daniel-habermann":1,"tobywise":1,"dizyd":1,"NathanielF":1,"Gabriel-p":1,"vkp217":1,"vriffel":1,"zimea":1,"pedroliman":1,"lasse-meixner":1,"stemasc":1,"ErikRingen":1,"rusty-electron":1,"pipme":1}},"pull_request_authors":{"table":{"vpratz":127,"LarsKue":75,"han-ol":32,"arrjon":32,"stefanradev93":32,"paul-buerkner":16,"Kucharssim":15,"elseml":15,"eodole":13,"jerrymhuang":10,"daniel-habermann":10,"dependabot[bot]":9,"marvinschmitt":3,"thegialeo":3,"enbrown":2,"Chase-Grajeda":2,"florence-bockting":1,"noahg2":1,"bhanuprasanna2001":1,"sjedhoff":1,"AlexanderFengler":1}},"host":{"table":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-08-19T00:00:07.897Z","repositories_count":16138063,"issues_count":41399758,"pull_requests_count":132512504,"authors_count":11475915,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"}},"past_year_issue_labels_count":{"table":{"feature":6,"discussion":1,"serialization":1,"unit tests":1}},"past_year_pull_request_labels_count":{"table":{"dependencies":9,"github_actions":9,"feature":5,"draft":2,"fix":2,"actions":1}},"past_year_issue_author_associations_count":{"table":{"CONTRIBUTOR":7,"NONE":4,"MEMBER":3,"COLLABORATOR":2}},"past_year_pull_request_author_associations_count":{"table":{"CONTRIBUTOR":31,"MEMBER":29,"COLLABORATOR":8,"NONE":1}},"past_year_issue_authors":{"table":{"stefanradev93":6,"vpratz":2,"elseml":1,"han-ol":1,"Kucharssim":1,"LarsKue":1,"lasse-meixner":1,"maltelueken":1,"sjedhoff":1,"vkp217":1}},"past_year_pull_request_authors":{"table":{"arrjon":18,"stefanradev93":13,"dependabot[bot]":9,"han-ol":6,"vpratz":6,"elseml":4,"LarsKue":4,"paul-buerkner":2,"AlexanderFengler":1,"bhanuprasanna2001":1,"daniel-habermann":1,"jerrymhuang":1,"Kucharssim":1,"sjedhoff":1,"thegialeo":1}},"maintainers":[{"table":{"login":"vpratz","count":171,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/vpratz"}},{"table":{"login":"han-ol","count":34,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/han-ol"}},{"table":{"login":"arrjon","count":32,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/arrjon"}},{"table":{"login":"Kucharssim","count":23,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Kucharssim"}},{"table":{"login":"elseml","count":21,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/elseml"}},{"table":{"login":"eodole","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/eodole"}},{"table":{"login":"jerrymhuang","count":12,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jerrymhuang"}},{"table":{"login":"marvinschmitt","count":11,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/marvinschmitt"}},{"table":{"login":"LarsKue","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/LarsKue"}},{"table":{"login":"paul-buerkner","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/paul-buerkner"}},{"table":{"login":"AlexanderFengler","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/AlexanderFengler"}},{"table":{"login":"Chase-Grajeda","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Chase-Grajeda"}},{"table":{"login":"zimea","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/zimea"}}],"active_maintainers":[{"table":{"login":"arrjon","count":18,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/arrjon"}},{"table":{"login":"vpratz","count":8,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/vpratz"}},{"table":{"login":"han-ol","count":7,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/han-ol"}},{"table":{"login":"elseml","count":5,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/elseml"}},{"table":{"login":"Kucharssim","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/Kucharssim"}},{"table":{"login":"AlexanderFengler","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/AlexanderFengler"}},{"table":{"login":"jerrymhuang","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/jerrymhuang"}}]}},"events":{"total":{"CommitCommentEvent":1,"CreateEvent":150,"DeleteEvent":132,"ForkEvent":26,"IssueCommentEvent":980,"IssuesEvent":231,"MemberEvent":5,"PullRequestEvent":431,"PullRequestReviewCommentEvent":321,"PullRequestReviewEvent":322,"PushEvent":1217,"ReleaseEvent":7,"WatchEvent":237},"last_year":{"CreateEvent":51,"DeleteEvent":46,"ForkEvent":1,"IssueCommentEvent":104,"IssuesEvent":15,"PullRequestEvent":85,"PullRequestReviewCommentEvent":33,"PullRequestReviewEvent":22,"PushEvent":401,"WatchEvent":18}},"keywords":["amortized-inference","bayesian-statistics","computational-modeling","deep-learning","generative-ai","generative-models","neural-networks","simulation-based-inference"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/multiversion-docs.yaml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:05.781Z","updated_at":"2026-03-23T20:03:05.781Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/multiversion-docs.yaml","dependencies":[{"id":25845616536,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":25845616537,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test-docs.yaml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:05.946Z","updated_at":"2026-03-23T20:03:05.946Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/test-docs.yaml","dependencies":[{"id":25845616600,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25845616601,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/publish.yaml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:05.834Z","updated_at":"2026-03-23T20:03:05.834Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/publish.yaml","dependencies":[{"id":25845616572,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25845616573,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":25845616574,"package_name":"actions/upload-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25845616575,"package_name":"actions/download-artifact","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25845616576,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/style.yaml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:05.889Z","updated_at":"2026-03-23T20:03:05.889Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/style.yaml","dependencies":[{"id":25845616586,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25845616587,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/tests.yaml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:06.001Z","updated_at":"2026-03-23T20:03:06.001Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/tests.yaml","dependencies":[{"id":25845616629,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":25845616630,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v5","direct":true,"kind":"composite","optional":false},{"id":25845616631,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"conda","filepath":"environment.yaml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:06.055Z","updated_at":"2026-03-23T20:03:06.055Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/environment.yaml","dependencies":[{"id":25845616635,"package_name":"jupyter","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616796,"package_name":"jupyterlab","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616808,"package_name":"keras","ecosystem":"conda","requirements":"~= 3.9.0","direct":true,"kind":"runtime","optional":false},{"id":25845616832,"package_name":"numpy","ecosystem":"conda","requirements":"~= 1.26","direct":true,"kind":"runtime","optional":false},{"id":25845616842,"package_name":"matplotlib","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616848,"package_name":"pre-commit","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616853,"package_name":"pytest","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616862,"package_name":"pytest-cov","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616868,"package_name":"pytest-rerunfailures","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616869,"package_name":"pytest-xdist","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616882,"package_name":"python","ecosystem":"conda","requirements":"\u003e= 3.11, \u003c 3.13","direct":true,"kind":"runtime","optional":false},{"id":25845616883,"package_name":"ruff","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616897,"package_name":"seaborn","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616914,"package_name":"pandas","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616940,"package_name":"scikit-learn","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616965,"package_name":"scipy","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845616966,"package_name":"tqdm","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false},{"id":25845617043,"package_name":"tox","ecosystem":"conda","requirements":"","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2026-03-23T20:03:08.607Z","updated_at":"2026-03-23T20:03:08.607Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/pyproject.toml","dependencies":[{"id":25845617087,"package_name":"keras","ecosystem":"pypi","requirements":"\u003e=3.12.0","direct":true,"kind":"runtime","optional":false},{"id":25845617149,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.10.8","direct":true,"kind":"runtime","optional":false},{"id":25845617150,"package_name":"networkx","ecosystem":"pypi","requirements":"\u003e=3.4.2","direct":true,"kind":"runtime","optional":false},{"id":25845617182,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=2.2.6","direct":true,"kind":"runtime","optional":false},{"id":25845617183,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=2.3.3","direct":true,"kind":"runtime","optional":false},{"id":25845617184,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.15.3","direct":true,"kind":"runtime","optional":false},{"id":25845617185,"package_name":"seaborn","ecosystem":"pypi","requirements":"\u003e=0.13.2","direct":true,"kind":"runtime","optional":false},{"id":25845617186,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.67.1","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/experimental_tests.yml","sha":null,"kind":"manifest","created_at":"2026-08-05T20:43:58.327Z","updated_at":"2026-08-05T20:43:58.327Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/experimental_tests.yml","dependencies":[{"id":25894069745,"package_name":"actions/checkout","ecosystem":"actions","requirements":"df4cb1c069e1874edd31b4311f1884172cec0e10","direct":true,"kind":"composite","optional":false},{"id":25894069746,"package_name":"astral-sh/setup-uv","ecosystem":"actions","requirements":"08807647e7069bb48b6ef5acd8ec9567f424441b","direct":true,"kind":"composite","optional":false},{"id":25894069747,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"e79a6962e0d4c0c17b229090214935d2e33f8354","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/zizmor.yml","sha":null,"kind":"manifest","created_at":"2026-08-05T20:43:58.485Z","updated_at":"2026-08-05T20:43:58.485Z","repository_link":"https://github.com/bayesflow-org/bayesflow/blob/main/.github/workflows/zizmor.yml","dependencies":[{"id":25894069810,"package_name":"actions/checkout","ecosystem":"actions","requirements":"df4cb1c069e1874edd31b4311f1884172cec0e10","direct":true,"kind":"composite","optional":false},{"id":25894069811,"package_name":"zizmorcore/zizmor-action","ecosystem":"actions","requirements":"5f14fd08f7cf1cb1609c1e344975f152c7ee938d","direct":true,"kind":"composite","optional":false}]}],"score":10.128509338862111,"created_at":"2025-04-11T10:18:38.097Z","updated_at":"2026-08-20T05:02:10.977Z","avatar_url":"https://github.com/bayesflow-org.png","language":"Python","codemeta":null,"publiccode":null,"project_url":"https://summary.ecosyste.ms/api/v1/projects/357010","html_url":"https://summary.ecosyste.ms/projects/357010"}