{"data":{"slug":"automl-hpobench","name":"HPOBench","tagline":"Collection of hyperparameter optimization benchmark problems","github_url":"https://github.com/automl/HPOBench","owner":"automl","repo":"HPOBench","owner_avatar_url":"https://avatars.githubusercontent.com/u/6469053?v=4","primary_language":"Python","stars":168,"forks":38,"topics":["bayesian-optimization","benchmark","benchmarking","containerized-benchmarks","hyperparameter-optimization"],"archived":false,"github_pushed_at":"2025-05-21T11:10:27+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/automl-hpobench","markdown_url":"https://www.graphcanon.com/tools/automl-hpobench.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/automl-hpobench","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=automl-hpobench","description":"Collection of hyperparameter optimization benchmark problems","homepage_url":null,"license":"Apache-2.0","open_issues":34,"watchers":13,"ai_summary":null,"readme_excerpt":"## Installation\n\nWe recommend using a virtual environment. To install HPOBench, please run the following:\n```\ngit clone https://github.com/automl/HPOBench.git\ncd HPOBench \npip install .\n```\n\n**Note:** This does not install *singularity (version 3.6)*. Please follow the steps described here: [user-guide](https://sylabs.io/guides/3.6/user-guide/quick_start.html#quick-installation-steps).   \nIf you run into problems, using the most recent singularity version might help: [here](https://singularity.hpcng.org/admin-docs/master/installation.html)","github_created_at":"2020-01-14T07:58:39+00:00","created_at":"2026-07-11T23:34:34.472416+00:00","updated_at":"2026-07-11T23:34:49.612463+00:00","categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"containerized-benchmarks","name":"containerized-benchmarks"},{"slug":"benchmark","name":"benchmark"},{"slug":"python","name":"python"},{"slug":"bayesian-optimization","name":"bayesian-optimization"},{"slug":"hyperparameter-optimization","name":"hyperparameter-optimization"},{"slug":"benchmarking","name":"benchmarking"}],"trust":{"provenance":{"is_fork":false,"github_id":233787675,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:34:39.940Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":416,"last_release_at":"2021-10-25T13:09:48Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":8,"high_count":0,"last_scan_at":"2026-07-11T23:34:40.462Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:34:39.679Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-11T23:34:39.679Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T23:34:39.679Z"}}}}