{"id":20590445,"url":"https://github.com/probml/rebayes","last_synced_at":"2025-04-14T22:34:25.344Z","repository":{"id":65652289,"uuid":"594245366","full_name":"probml/rebayes","owner":"probml","description":"Recursive Bayesian Estimation (Sequential / Online Inference)","archived":false,"fork":false,"pushed_at":"2024-04-17T09:53:07.000Z","size":327408,"stargazers_count":58,"open_issues_count":21,"forks_count":5,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-03-28T10:47:35.881Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-01-28T00:07:10.000Z","updated_at":"2024-11-07T01:03:12.000Z","dependencies_parsed_at":"2024-04-17T11:00:26.488Z","dependency_job_id":null,"html_url":"https://github.com/probml/rebayes","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Frebayes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Frebayes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Frebayes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/probml%2Frebayes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/probml","download_url":"https://codeload.github.com/probml/rebayes/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248972793,"owners_count":21191863,"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":"2024-11-16T07:36:41.873Z","updated_at":"2025-04-14T22:34:20.326Z","avatar_url":"https://github.com/probml.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ReBayes = Recursive Bayesian inference for latent states\n\n📝 Paper: [Low-rank extended Kalman filtering for online learning of neural networks from streaming data](https://arxiv.org/abs/2305.19535)\n\nWe provide code for online (recursive) Bayesian inference in state space models;\nin contrast to the dynamax code, we do not assume the entire observation sequence is available in advance,\nso the ReBayes API can be used in an interactive loop (e.g., for Bayesian optimization).\nWe assume the dynamics model is linear Gaussian (or constant),\nbut the observation model can be non-linear and non-Gaussian.\n\nThis is work in progress; a stable version will be released late Spring 2023.\n\n![flipbook-lofi-fourier](https://user-images.githubusercontent.com/4108759/230786889-9fabdada-20d4-49fc-b9ee-c67d4db90d4b.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprobml%2Frebayes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fprobml%2Frebayes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fprobml%2Frebayes/lists"}