{"id":35270,"name":"opfgym","description":"A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Contains five OPF benchmark environments for comparable research. ","url":"https://github.com/digitalized-energy-systems/opfgym","last_synced_at":"2025-09-05T06:38:50.042Z","repository":{"id":257816553,"uuid":"869583944","full_name":"Digitalized-Energy-Systems/opfgym","owner":"Digitalized-Energy-Systems","description":"A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Contains five OPF benchmark environments for comparable research. ","archived":false,"fork":false,"pushed_at":"2025-03-22T14:47:13.000Z","size":540,"stargazers_count":11,"open_issues_count":9,"forks_count":2,"subscribers_count":0,"default_branch":"development","last_synced_at":"2025-07-01T19:17:12.536Z","etag":null,"topics":["action-shaping","benchmark","contextual-bandit","energy-system","environment","environment-design","gymnasium","opf","optimal-power-flow","pandapower","power-system","reinforcement-learning","reward-design","reward-shaping","rl","supervised-learning"],"latest_commit_sha":null,"homepage":"https://opf-gym.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Digitalized-Energy-Systems.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-10-08T14:37:59.000Z","updated_at":"2025-06-18T12:12:11.000Z","dependencies_parsed_at":null,"dependency_job_id":"77f42c33-f504-4c89-8597-aeda176ed538","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym","commit_stats":null,"previous_names":["digitalized-energy-systems/opfgym"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Digitalized-Energy-Systems","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/refs/heads/development","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723201,"owners_count":25156302,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"Digitalized-Energy-Systems","name":"Digitalized Energy Systems","uuid":"150832222","kind":"organization","description":"We are a research group of the University of Oldenburg in Germany dedicated to the resilient operation of digitalized energy systems.","email":null,"website":"uol.de/des","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/150832222?v=4","repositories_count":1,"last_synced_at":"2023-11-21T14:26:15.838Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Digitalized-Energy-Systems","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-11-21T14:26:15.854Z","updated_at":"2023-11-21T14:26:15.854Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Digitalized-Energy-Systems","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Digitalized-Energy-Systems/repositories"},"packages":[{"id":10959047,"name":"opfgym","ecosystem":"pypi","description":"Reinforcement Learning environments for learning the Optimal Power Flow","homepage":"https://opf-gym.readthedocs.io","licenses":"MIT License\n        \n        Copyright (c) 2022-Present Thomas Wolgast, Carl von Ossietzky Universität Oldenburg\n        \n        Permission is hereby granted, free of charge, to any person obtaining a copy\n        of this software and associated documentation files (the \"Software\"), to deal\n        in the Software without restriction, including without limitation the rights\n        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n        copies of the Software, and to permit persons to whom the Software is\n        furnished to do so, subject to the following conditions:\n        \n        The above copyright notice and this permission notice shall be included in all\n        copies or substantial portions of the Software.\n        \n        THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE\n        SOFTWARE.\n        ","normalized_licenses":["Other"],"repository_url":"https://github.com/Digitalized-Energy-Systems/opfgym","keywords_array":[],"namespace":null,"versions_count":8,"first_release_published_at":"2024-10-09T13:04:09.000Z","latest_release_published_at":"2025-03-22T14:47:33.000Z","latest_release_number":"1.0.1","last_synced_at":"2025-08-02T03:18:32.718Z","created_at":"2024-10-09T13:05:46.647Z","updated_at":"2025-08-02T03:18:32.719Z","registry_url":"https://pypi.org/project/opfgym/","install_command":"pip install opfgym --index-url https://pypi.org/simple","documentation_url":"https://opfgym.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Programming Language :: Python","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Programming Language :: Python :: Implementation :: CPython","Programming Language :: Python :: Implementation :: PyPy"],"normalized_name":"opfgym"},"repo_metadata":{"id":257816553,"uuid":"869583944","full_name":"Digitalized-Energy-Systems/opfgym","owner":"Digitalized-Energy-Systems","description":"A gymnasium-compatible framework to create reinforcement learning (RL) environment for solving the optimal power flow (OPF) problem. Contains five OPF benchmark environments for comparable research. ","archived":false,"fork":false,"pushed_at":"2025-03-22T14:47:13.000Z","size":540,"stargazers_count":10,"open_issues_count":9,"forks_count":0,"subscribers_count":0,"default_branch":"development","last_synced_at":"2025-05-27T13:19:33.527Z","etag":null,"topics":["action-shaping","benchmark","contextual-bandit","energy-system","environment","environment-design","gymnasium","opf","optimal-power-flow","pandapower","power-system","reinforcement-learning","reward-design","reward-shaping","rl","supervised-learning"],"latest_commit_sha":null,"homepage":"https://opf-gym.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Digitalized-Energy-Systems.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-10-08T14:37:59.000Z","updated_at":"2025-05-10T17:40:49.000Z","dependencies_parsed_at":null,"dependency_job_id":"77f42c33-f504-4c89-8597-aeda176ed538","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym","commit_stats":null,"previous_names":["digitalized-energy-systems/opfgym"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Digitalized-Energy-Systems","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/refs/heads/development","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263021827,"owners_count":23401148,"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"},"owner_record":{"login":"Digitalized-Energy-Systems","name":"Digitalized Energy Systems","uuid":"150832222","kind":"organization","description":"We are a research group of the University of Oldenburg in Germany dedicated to the resilient operation of digitalized energy systems.","email":null,"website":"uol.de/des","location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/150832222?v=4","repositories_count":1,"last_synced_at":"2023-11-21T14:26:15.838Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Digitalized-Energy-Systems","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-11-21T14:26:15.854Z","updated_at":"2023-11-21T14:26:15.854Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Digitalized-Energy-Systems","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Digitalized-Energy-Systems/repositories"},"tags":[{"name":"v1.0.1","sha":"79ff86a3af70987f9cf5b96d577b9ca4aeda77ba","kind":"commit","published_at":"2025-03-22T14:44:25.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v1.0.1","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v1.0.1/manifests"},{"name":"v1.0.0","sha":"8a95e996b51028a58e0b209b6ea143054c50ebe8","kind":"commit","published_at":"2025-03-22T14:31:13.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v1.0.0","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v1.0.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v1.0.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v1.0.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v1.0.0/manifests"},{"name":"v0.3.2","sha":"ff518b210462402fdd0e8c59d1cfc2835ad10610","kind":"commit","published_at":"2024-11-29T12:42:00.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v0.3.2","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.3.2/manifests"},{"name":"v0.3.1","sha":"a5c5bd2d79e660446b182b10a5d862b5ba0193f8","kind":"commit","published_at":"2024-11-28T16:44:24.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v0.3.1","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v0.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v0.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.3.1/manifests"},{"name":"v0.3.0","sha":"7031b2f26633ff9649c997248dec04932de8d6f7","kind":"commit","published_at":"2024-11-21T18:51:59.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v0.3.0","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v0.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v0.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.3.0/manifests"},{"name":"v0.2.0","sha":"94b871aeb5fd845d5df5665fc5b69a5e3b817a41","kind":"commit","published_at":"2024-11-09T12:43:21.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v0.2.0","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.2.0/manifests"},{"name":"v0.1.1","sha":"1035d752dd3aff28bed73fc02046df22614e69c2","kind":"commit","published_at":"2024-10-09T15:13:36.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v0.1.1","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"a8d4eda8c9bce1b3f7d168ca9349486fc8d0a7d0","kind":"commit","published_at":"2024-10-09T12:28:05.000Z","download_url":"https://codeload.github.com/Digitalized-Energy-Systems/opfgym/tar.gz/v0.1.0","html_url":"https://github.com/Digitalized-Energy-Systems/opfgym/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/Digitalized-Energy-Systems/opfgym@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Digitalized-Energy-Systems%2Fopfgym/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2025-07-01T19:17:12.537Z","dependent_packages_count":0,"downloads":66,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":57.54178867490452,"dependent_packages_count":10.223948953992721,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":33.88286881444862},"purl":"pkg:pypi/opfgym","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/opfgym","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/opfgym","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/opfgym/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/opfgym/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/opfgym/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/opfgym/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/opfgym/related_packages","maintainers":[{"uuid":"thomaswolgast","login":"thomaswolgast","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/thomaswolgast/","role":null,"created_at":"2024-10-09T15:02:16.946Z","updated_at":"2024-10-09T15:02:16.946Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/thomaswolgast/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":725012,"maintainers_count":308320,"namespaces_count":0,"keywords_count":238006,"github":"pypi","metadata":{"funded_packages_count":50519},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-05T05:40:58.860Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"message":"Repository syncing started."},"issues_stats":null,"events":{"total":{"CreateEvent":13,"ReleaseEvent":6,"IssuesEvent":41,"WatchEvent":15,"DeleteEvent":11,"IssueCommentEvent":15,"PushEvent":93,"PullRequestEvent":7,"ForkEvent":1},"last_year":{"CreateEvent":13,"ReleaseEvent":6,"IssuesEvent":41,"WatchEvent":15,"DeleteEvent":11,"IssueCommentEvent":15,"PushEvent":93,"PullRequestEvent":7,"ForkEvent":1}},"keywords":["action-shaping","benchmark","contextual-bandit","energy-system","environment","environment-design","gymnasium","opf","optimal-power-flow","pandapower","power-system","reinforcement-learning","reward-design","reward-shaping","rl","supervised-learning"],"dependencies":[],"score":null,"created_at":"2025-09-04T15:51:08.724Z","updated_at":"2025-10-07T08:14:40.674Z","avatar_url":"https://github.com/Digitalized-Energy-Systems.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":66,"funding_links":[],"readme_doi_urls":["https://doi.org/10.1016/j.egyai.2024.100410"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/35270","html_url":"https://science.ecosyste.ms/projects/35270","bibtex_url":"https://science.ecosyste.ms/projects/35270/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/35270/export.apalike"}