{"id":15157837,"url":"https://github.com/alejoduarte23/si_bayesianmixturemodel","last_synced_at":"2026-02-20T00:01:56.606Z","repository":{"id":252889620,"uuid":"840906757","full_name":"AlejoDuarte23/SI_BayesianMixtureModel","owner":"AlejoDuarte23","description":"Implementation of a two-stage fast Bayesian system identification for separated Modes. This repository expands the usage of this technique by adding a mixture model fit to obtain modal parameters from the posterior distribution. ","archived":false,"fork":false,"pushed_at":"2024-08-13T03:41:47.000Z","size":171,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-12T20:49:57.456Z","etag":null,"topics":["matplotlib","numpy","scikit-learn","scipy"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AlejoDuarte23.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"publiccode":null,"codemeta":null}},"created_at":"2024-08-11T03:53:04.000Z","updated_at":"2024-08-13T03:46:29.000Z","dependencies_parsed_at":"2024-08-13T05:49:19.356Z","dependency_job_id":"cf7b2c85-208a-423b-8c08-3e17eb1a9f53","html_url":"https://github.com/AlejoDuarte23/SI_BayesianMixtureModel","commit_stats":null,"previous_names":["alejoduarte23/si_bayesianmixturemodel"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlejoDuarte23%2FSI_BayesianMixtureModel","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlejoDuarte23%2FSI_BayesianMixtureModel/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlejoDuarte23%2FSI_BayesianMixtureModel/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlejoDuarte23%2FSI_BayesianMixtureModel/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AlejoDuarte23","download_url":"https://codeload.github.com/AlejoDuarte23/SI_BayesianMixtureModel/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248631727,"owners_count":21136560,"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":["matplotlib","numpy","scikit-learn","scipy"],"created_at":"2024-09-26T20:04:04.943Z","updated_at":"2025-10-19T04:50:07.358Z","avatar_url":"https://github.com/AlejoDuarte23.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Bayesian Modal Updating For System Identification\n\nImplementation of a two-stage fast Bayesian system identification for separated nodes. This repository expands the usage of this technique by adding a mixture model fit to obtain modal parameters from the posterior distribution. This is not a peer reviewed apporach just and implementation that I made during a boring weekend.\n\n![Mixture Result](results/mixture_result.svg)\n\n### Get the Data\n\nCreate a \"data\" folder and download the dataset from the following link:\n\n[Download Dataset](https://1drv.ms/f/c/ad540b8f16531ec4/Eg9_JhlPvXpHo-eqEOAl0tkBB0tP4tBCq_-2xiE-sWpjPw?e=RlCKAG)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falejoduarte23%2Fsi_bayesianmixturemodel","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falejoduarte23%2Fsi_bayesianmixturemodel","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falejoduarte23%2Fsi_bayesianmixturemodel/lists"}