{"id":26933051,"url":"https://github.com/xiaohan2012/sghmc-matlab","last_synced_at":"2026-02-14T23:08:29.560Z","repository":{"id":25958437,"uuid":"29400248","full_name":"xiaohan2012/sghmc-matlab","owner":"xiaohan2012","description":"Matlab Implementation for Stochastic Gradient Hamiltonian Monte Carlo","archived":false,"fork":false,"pushed_at":"2015-01-17T18:03:49.000Z","size":448,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-10-05T23:39:34.475Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Matlab","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/xiaohan2012.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}},"created_at":"2015-01-17T18:02:40.000Z","updated_at":"2022-08-05T03:28:08.000Z","dependencies_parsed_at":"2022-08-24T14:18:08.845Z","dependency_job_id":null,"html_url":"https://github.com/xiaohan2012/sghmc-matlab","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/xiaohan2012/sghmc-matlab","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohan2012%2Fsghmc-matlab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohan2012%2Fsghmc-matlab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohan2012%2Fsghmc-matlab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohan2012%2Fsghmc-matlab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xiaohan2012","download_url":"https://codeload.github.com/xiaohan2012/sghmc-matlab/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohan2012%2Fsghmc-matlab/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29460148,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-14T22:42:09.113Z","status":"ssl_error","status_checked_at":"2026-02-14T22:42:05.053Z","response_time":53,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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"}},"keywords":[],"created_at":"2025-04-02T09:17:25.626Z","updated_at":"2026-02-14T23:08:29.544Z","avatar_url":"https://github.com/xiaohan2012.png","language":"Matlab","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stochastic Gradient Hamiltonian Monte Carlo: Matlab Implementation\n\nThis implementation originates directly from [Chen, 2014](http://arxiv.org/abs/1402.4102)\n\nThis is also produced for [Seminar in Probabilistic Models for Big Data](http://www.cs.helsinki.fi/en/courses/58314301/2014/s/s/1) organized by University of Helsinki.\n\n## Slides\n\nSee the seminar presentation slides at `slides.pdf`\n\n## Main files\n\n- `hmc.m`: HMC algorithm\n- `sghmc.m`: SGHMC algorithm\n- `probdist.m`: code that generate Figure 2 in the essay\n- `divergence.m`: code that generate Figure 3 in the essay\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohan2012%2Fsghmc-matlab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxiaohan2012%2Fsghmc-matlab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohan2012%2Fsghmc-matlab/lists"}