{"id":20590433,"url":"https://github.com/probml/pgm-jax","last_synced_at":"2025-06-11T21:34:53.804Z","repository":{"id":42086987,"uuid":"480592808","full_name":"probml/pgm-jax","owner":"probml","description":"Probabilistic Graphical Models in JAX","archived":false,"fork":false,"pushed_at":"2022-10-11T17:45:44.000Z","size":190,"stargazers_count":14,"open_issues_count":0,"forks_count":2,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-03-28T10:47:36.560Z","etag":null,"topics":[],"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":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-04-12T00:06:58.000Z","updated_at":"2024-09-21T18:01:44.000Z","dependencies_parsed_at":"2023-01-19T19:30:55.550Z","dependency_job_id":null,"html_url":"https://github.com/probml/pgm-jax","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpgm-jax","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpgm-jax/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpgm-jax/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Fpgm-jax/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/probml","download_url":"https://codeload.github.com/probml/pgm-jax/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248973316,"owners_count":21191941,"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":[],"created_at":"2024-11-16T07:36:36.717Z","updated_at":"2025-04-14T22:34:21.245Z","avatar_url":"https://github.com/probml.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# pgm-jax\nProbabilistic Graphical Models in JAX.\nThis is a work in progress.\nCurrently we only support belief propagation in (loopy)\nGaussian PGMs. In the case of chain structured graphs\nwith linear-Gaussian potentials,\nthis gives the same result as Kalman smoothing.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprobml%2Fpgm-jax","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprobml%2Fpgm-jax","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprobml%2Fpgm-jax/lists"}