{"id":13633390,"url":"https://github.com/automl/RoBO","last_synced_at":"2025-04-18T10:34:39.895Z","repository":{"id":29440651,"uuid":"32976730","full_name":"automl/RoBO","owner":"automl","description":"RoBO: a Robust Bayesian Optimization framework","archived":false,"fork":false,"pushed_at":"2019-04-30T08:47:29.000Z","size":23416,"stargazers_count":485,"open_issues_count":21,"forks_count":132,"subscribers_count":41,"default_branch":"master","last_synced_at":"2025-04-12T14:10:37.621Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/automl.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-03-27T09:02:20.000Z","updated_at":"2025-02-04T17:51:56.000Z","dependencies_parsed_at":"2022-09-06T18:12:01.862Z","dependency_job_id":null,"html_url":"https://github.com/automl/RoBO","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/automl%2FRoBO","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/automl%2FRoBO/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/automl%2FRoBO/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/automl%2FRoBO/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/automl","download_url":"https://codeload.github.com/automl/RoBO/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249479056,"owners_count":21279187,"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":"2024-08-01T23:00:36.356Z","updated_at":"2025-04-18T10:34:38.840Z","avatar_url":"https://github.com/automl.png","language":"Python","funding_links":[],"categories":["AutoML","Profiling","Scheduling","Python","Libraries","Tools and projects"],"sub_categories":["Profiling","LLM"],"readme":"RoBO - a Robust Bayesian Optimization framework.\n================================================\n\nMaster Branch\n------------------\n[![Build Status](https://travis-ci.org/automl/RoBO.svg?branch=master)](https://travis-ci.org/automl/RoBO)\n[![Coverage Status](https://coveralls.io/repos/github/automl/RoBO/badge.svg?branch=master)](https://coveralls.io/github/automl/RoBO?branch=master)\n[![Code Health](https://landscape.io/github/automl/RoBO/master/landscape.svg?style=flat)](https://landscape.io/github/automl/RoBO/master)\n\n\nInstallation\n------------\n\nRoBO uses the Gaussian processes library [george](https://github.com/automl/george.git) and the random forests library [pyrfr](https://github.com/automl/random_forest_run). In order to use these libraries make sure that libeigen and swig are installed:\n\n```\nsudo apt-get install libeigen3-dev swig \n```\n\nDownload RoBO and then change into the new directory:\n\n```\ngit clone https://github.com/automl/RoBO\ncd RoBO/\n```\n\nInstall the required dependencies.\n```\nfor req in $(cat requirements.txt); do pip install $req; done\n```\n\nFinally install RoBO by:\n\n```\npython setup.py install\n```\n\n\n\nDocumentation\n-------------\nYou can find the documentation for RoBO here http://automl.github.io/RoBO/\n\n\nCiting RoBO\n-----------\n\nTo cite RoBO please reference our BayesOpt paper:\n```\n@INPROCEEDINGS{klein-bayesopt17,\nauthor    = {A. Klein and S. Falkner and N. Mansur and F. Hutter},\ntitle     = {RoBO: A Flexible and Robust Bayesian Optimization Framework in Python},\nbooktitle = {NIPS 2017 Bayesian Optimization Workshop},\nyear      = {2017},\nmonth     = dec,\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fautoml%2FRoBO","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fautoml%2FRoBO","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fautoml%2FRoBO/lists"}