{"id":18538161,"url":"https://github.com/emilemathieu/gaussianprocessbandits","last_synced_at":"2026-01-28T16:33:14.548Z","repository":{"id":88389567,"uuid":"78130911","full_name":"emilemathieu/GaussianProcessBandits","owner":"emilemathieu","description":null,"archived":false,"fork":false,"pushed_at":"2017-01-06T09:12:31.000Z","size":454,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-06-04T19:23:13.295Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TeX","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/emilemathieu.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":"2017-01-05T16:49:55.000Z","updated_at":"2020-12-16T05:04:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"6eb2e40b-751c-4b83-9ee6-0497974660dd","html_url":"https://github.com/emilemathieu/GaussianProcessBandits","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/emilemathieu/GaussianProcessBandits","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2FGaussianProcessBandits","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2FGaussianProcessBandits/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2FGaussianProcessBandits/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2FGaussianProcessBandits/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emilemathieu","download_url":"https://codeload.github.com/emilemathieu/GaussianProcessBandits/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emilemathieu%2FGaussianProcessBandits/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28847017,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-28T15:15:36.453Z","status":"ssl_error","status_checked_at":"2026-01-28T15:15:13.020Z","response_time":57,"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":"2024-11-06T19:42:33.680Z","updated_at":"2026-01-28T16:33:14.532Z","avatar_url":"https://github.com/emilemathieu.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Graphs in ML Project: Gaussian Process Optimization in the Bandit Setting\n\n## Report\nThe report is the file ```Rapport/report.pdf```. It has been written in Latex and sources are in the folder ```Rapport```.\n\n## Data\nTemperature data are in the file ```data/temperature/1h_1month.csv```.\n\nTrafic data are in the file ```data/traffic/san_diego_sb5_filtered_6-11am.csv```.\n\nTrafic data has been gathered by scheduling as a cronjob the python script ```data/traffic/traffic_scraper_san_diego2.py```.\n\n## Code\nAll project is written in Matlab/Octave (it has not been tested with Octave, but it should be compatible).\n\nTo run experiments on synthetic data, run the script ```main_synthetic.m```\n\nFor experiments on temperature data, run the script ```main_temperature.m```\n\nFinally, for experiments on trafic data, run the script ```main_trafic.m```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femilemathieu%2Fgaussianprocessbandits","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Femilemathieu%2Fgaussianprocessbandits","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femilemathieu%2Fgaussianprocessbandits/lists"}