{"id":13471930,"url":"https://github.com/probml/pyprobml","last_synced_at":"2025-05-12T13:27:38.961Z","repository":{"id":37381799,"uuid":"65924871","full_name":"probml/pyprobml","owner":"probml","description":"Python code for \"Probabilistic Machine learning\" book by Kevin Murphy","archived":false,"fork":false,"pushed_at":"2024-11-26T00:32:39.000Z","size":5236960,"stargazers_count":6731,"open_issues_count":35,"forks_count":1559,"subscribers_count":195,"default_branch":"master","last_synced_at":"2025-04-23T17:05:56.865Z","etag":null,"topics":["blackjax","colab","flax","jax","jupyter-notebooks","machine-learning","numpyro","pml","probabilistic-programming","pymc3","pyro","pytorch","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/probml.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG_py_to_nb.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","code_of_conduct":null,"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}},"created_at":"2016-08-17T16:42:24.000Z","updated_at":"2025-04-23T10:44:28.000Z","dependencies_parsed_at":"2023-02-12T06:45:54.955Z","dependency_job_id":"d1b18604-7c49-4943-9a21-3df1a0df65f7","html_url":"https://github.com/probml/pyprobml","commit_stats":{"total_commits":2806,"total_committers":77,"mean_commits":36.44155844155844,"dds":0.3791874554526016,"last_synced_commit":"4db1498b28cb034034ba134da48416f3986f8601"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpyprobml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpyprobml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpyprobml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpyprobml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/probml","download_url":"https://codeload.github.com/probml/pyprobml/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253747149,"owners_count":21957704,"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"}},"keywords":["blackjax","colab","flax","jax","jupyter-notebooks","machine-learning","numpyro","pml","probabilistic-programming","pymc3","pyro","pytorch","tensorflow"],"created_at":"2024-07-31T16:00:50.466Z","updated_at":"2025-05-12T13:27:33.941Z","avatar_url":"https://github.com/probml.png","language":"Jupyter Notebook","readme":null,"funding_links":[],"categories":["Jupyter Notebook","其他_机器学习与深度学习","Course and Tutorial"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprobml%2Fpyprobml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprobml%2Fpyprobml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprobml%2Fpyprobml/lists"}