{"id":694,"name":"Veros","description":"Powerful tool that makes high-performance ocean modeling approachable and fun.","url":"https://github.com/team-ocean/veros","last_synced_at":"2026-04-14T10:30:23.887Z","repository":{"id":19586808,"uuid":"87419383","full_name":"team-ocean/veros","owner":"team-ocean","description":"The versatile ocean simulator, in pure Python, powered by JAX.","archived":false,"fork":false,"pushed_at":"2026-04-02T07:43:30.000Z","size":29807,"stargazers_count":392,"open_issues_count":26,"forks_count":58,"subscribers_count":10,"default_branch":"main","last_synced_at":"2026-04-05T06:08:09.995Z","etag":null,"topics":["climate","distributed","geophysics","gpu","jax","multi-core","oceanography","parallel","python"],"latest_commit_sha":null,"homepage":"https://veros.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/team-ocean.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2017-04-06T10:59:21.000Z","updated_at":"2026-04-02T07:43:33.000Z","dependencies_parsed_at":"2023-02-19T02:46:07.796Z","dependency_job_id":"7e14ade6-ea13-4f14-aac1-3b765e71204b","html_url":"https://github.com/team-ocean/veros","commit_stats":{"total_commits":1504,"total_committers":17,"mean_commits":88.47058823529412,"dds":0.3996010638297872,"last_synced_commit":"f01270c74247ab01e2d5ec989f07b50bff4d7588"},"previous_names":[],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/team-ocean/veros","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/team-ocean","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31674624,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-11T08:18:19.405Z","status":"ssl_error","status_checked_at":"2026-04-11T08:17:08.892Z","response_time":54,"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"}},"owner":{"login":"team-ocean","name":"TeamOcean","uuid":"57774860","kind":"organization","description":"Software development at TeamOcean, NBI Copenhagen.","email":null,"website":"https://www.nbi.ku.dk/english/research/pice/oceanography/","location":"Copenhagen","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/57774860?v=4","repositories_count":4,"last_synced_at":"2024-03-20T17:43:26.163Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/team-ocean","funding_links":[],"total_stars":293,"followers":null,"following":null,"created_at":"2022-11-09T04:34:14.587Z","updated_at":"2024-03-20T17:43:31.710Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/team-ocean","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/team-ocean/repositories"},"packages":[{"id":2963389,"name":"veros","ecosystem":"pypi","description":"The versatile ocean simulator, in pure Python, powered by JAX.","homepage":"https://veros.readthedocs.io","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/team-ocean/veros","keywords_array":["oceanography","python","parallel","numpy","multi-core","geophysics","ocean-model","mpi4py","jax"],"namespace":null,"versions_count":23,"first_release_published_at":"2018-01-25T07:32:59.000Z","latest_release_published_at":"2026-03-03T09:33:46.000Z","latest_release_number":"1.6.2","last_synced_at":"2026-04-01T04:02:25.849Z","created_at":"2022-04-10T13:00:07.707Z","updated_at":"2026-04-01T04:02:26.669Z","registry_url":"https://pypi.org/project/veros/","install_command":"pip install veros --index-url https://pypi.org/simple","documentation_url":"https://veros.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 4 - Beta","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX","Operating System :: Unix","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 :: 3.14","Programming Language :: Python :: Implementation :: CPython","Topic :: Scientific/Engineering"],"normalized_name":"veros","project_status":null},"repo_metadata":{"id":19586808,"uuid":"87419383","full_name":"team-ocean/veros","owner":"team-ocean","description":"The versatile ocean simulator, in pure Python, powered by JAX.","archived":false,"fork":false,"pushed_at":"2026-03-26T08:34:36.000Z","size":29798,"stargazers_count":390,"open_issues_count":26,"forks_count":58,"subscribers_count":10,"default_branch":"main","last_synced_at":"2026-03-28T07:07:05.998Z","etag":null,"topics":["climate","distributed","geophysics","gpu","jax","multi-core","oceanography","parallel","python"],"latest_commit_sha":null,"homepage":"https://veros.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/team-ocean.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2017-04-06T10:59:21.000Z","updated_at":"2026-03-26T08:34:43.000Z","dependencies_parsed_at":"2023-02-19T02:46:07.796Z","dependency_job_id":"7e14ade6-ea13-4f14-aac1-3b765e71204b","html_url":"https://github.com/team-ocean/veros","commit_stats":{"total_commits":1504,"total_committers":17,"mean_commits":88.47058823529412,"dds":0.3996010638297872,"last_synced_commit":"f01270c74247ab01e2d5ec989f07b50bff4d7588"},"previous_names":[],"tags_count":24,"template":false,"template_full_name":null,"purl":"pkg:github/team-ocean/veros","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/team-ocean","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31172567,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-29T21:28:10.185Z","status":"online","status_checked_at":"2026-03-30T02:00:06.831Z","response_time":138,"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_record":{"login":"team-ocean","name":"TeamOcean","uuid":"57774860","kind":"organization","description":"Software development at TeamOcean, NBI Copenhagen.","email":null,"website":"https://www.nbi.ku.dk/english/research/pice/oceanography/","location":"Copenhagen","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/57774860?v=4","repositories_count":4,"last_synced_at":"2024-03-20T17:43:26.163Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/team-ocean","funding_links":[],"total_stars":293,"followers":null,"following":null,"created_at":"2022-11-09T04:34:14.587Z","updated_at":"2024-03-20T17:43:31.710Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/team-ocean","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/team-ocean/repositories"},"tags":[{"name":"v1.6.2","sha":"5f822b3cd86555933b13adfa4cf926ec95209014","kind":"commit","published_at":"2026-03-03T09:32:36.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.6.2","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.6.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.6.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.6.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.6.2/manifests"},{"name":"v1.6.1","sha":"cf2a710c83b732888068ca0d40f374709752d3a3","kind":"commit","published_at":"2025-12-22T09:26:49.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.6.1","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.6.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.6.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.6.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.6.1/manifests"},{"name":"v1.6.0","sha":"c5fbaad9a3a549e8886ab0228b5be4c7e0bc96f1","kind":"commit","published_at":"2025-07-10T10:02:22.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.6.0","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.6.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.6.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.6.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.6.0/manifests"},{"name":"v1.5.2","sha":"dbde5e79cf879796aa7e03bf629ea5caee17116c","kind":"commit","published_at":"2025-01-23T11:23:32.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.5.2","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.5.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.5.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.5.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.5.2/manifests"},{"name":"v1.5.1","sha":"2c4aebdc7fd40a817a951b05a0f52518f1e373d1","kind":"commit","published_at":"2023-10-11T08:42:22.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.5.1","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.5.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.5.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.5.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.5.1/manifests"},{"name":"v1.5.0","sha":"68ae4a7afd2f5e6140c26a57a671f5eada451b8d","kind":"commit","published_at":"2023-08-18T11:18:43.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.5.0","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.5.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.5.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.5.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.5.0/manifests"},{"name":"v1.4.6","sha":"084f7ddef8a86d0ea7f7bd11b7bf6d5ece2d8f52","kind":"commit","published_at":"2023-06-08T10:53:53.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.6","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.6/manifests"},{"name":"v1.4.5","sha":"7d65a400a9cf7aa249a0d4011337f10ea18d1d37","kind":"commit","published_at":"2022-08-15T06:45:55.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.5","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.5/manifests"},{"name":"v1.4.4","sha":"7b8ef3e85828cfd5ffc0d6d0cbbfc4279c669d37","kind":"commit","published_at":"2022-08-11T10:07:45.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.4","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.4/manifests"},{"name":"v1.4.3","sha":"45d3eb3a56408bf4b1d93412f00691ac8477a9e4","kind":"commit","published_at":"2022-03-29T07:08:13.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.3","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.3/manifests"},{"name":"v1.4.2","sha":"00a1210892f1f90cba33c44cb76acf2a34f5fa39","kind":"commit","published_at":"2021-09-24T12:56:12.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.2","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.2/manifests"},{"name":"v1.4.1","sha":"a020650d94aa406efd737e2556ef408734cce026","kind":"commit","published_at":"2021-09-22T10:59:07.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.1","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.1/manifests"},{"name":"v1.4.0","sha":"b58f440d69e98466b58357e2d656a42c7db0709b","kind":"commit","published_at":"2021-08-20T17:28:02.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.4.0","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.4.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.4.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.4.0/manifests"},{"name":"v1.3.4","sha":"2d94e49aab1b76f79d3b4060cc8ac534ae5b314b","kind":"commit","published_at":"2021-07-08T08:35:14.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.3.4","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.3.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.3.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.4/manifests"},{"name":"v1.3.3","sha":"ac20c29b50068b3db3b42f187b6a78381b712523","kind":"commit","published_at":"2021-07-02T06:46:37.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.3.3","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.3/manifests"},{"name":"v1.3.2","sha":"42fd529a0f3403fc22ef47c549276f2c63c3ab42","kind":"commit","published_at":"2021-06-24T07:13:22.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.3.2","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.2/manifests"},{"name":"v1.3.1","sha":"3615526f4b676ace314c9ed194012887fee38d7a","kind":"commit","published_at":"2021-06-17T12:37:00.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.3.1","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.3.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.3.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.1/manifests"},{"name":"v1.3.0","sha":"18934e6e54644deaa68733b3e59f020d670ec53e","kind":"commit","published_at":"2021-06-17T11:47:50.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v1.3.0","html_url":"https://github.com/team-ocean/veros/releases/tag/v1.3.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v1.3.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v1.3.0/manifests"},{"name":"v0.2.3","sha":"bcbead95d56341f3ee9f30311c05a546674095e7","kind":"commit","published_at":"2021-05-22T19:02:57.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v0.2.3","html_url":"https://github.com/team-ocean/veros/releases/tag/v0.2.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v0.2.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.3/manifests"},{"name":"v0.2.2","sha":"0b685ace35c314445c8520855df925d1cabbddf7","kind":"commit","published_at":"2020-05-20T09:04:42.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v0.2.2","html_url":"https://github.com/team-ocean/veros/releases/tag/v0.2.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v0.2.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.2/manifests"},{"name":"v0.2.1","sha":"1d5acd386f3cde87c7a389f1d3eda497d569f39d","kind":"commit","published_at":"2019-11-25T11:54:13.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v0.2.1","html_url":"https://github.com/team-ocean/veros/releases/tag/v0.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v0.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.1/manifests"},{"name":"v0.2.0","sha":"727c01a2fb63107879dbe1eae1f64d29e701fff0","kind":"commit","published_at":"2019-05-22T17:03:04.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v0.2.0","html_url":"https://github.com/team-ocean/veros/releases/tag/v0.2.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v0.2.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.2.0/manifests"},{"name":"v0.1.1","sha":"a720cbe3388e73c9890bf9b2e66e55bac43b9399","kind":"commit","published_at":"2018-01-24T22:20:35.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v0.1.1","html_url":"https://github.com/team-ocean/veros/releases/tag/v0.1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v0.1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.1.1/manifests"},{"name":"v0.1.0","sha":"2e925d88d7cc44e9646d8c7e7394adfac81b54d9","kind":"commit","published_at":"2017-12-09T19:53:50.000Z","download_url":"https://codeload.github.com/team-ocean/veros/tar.gz/v0.1.0","html_url":"https://github.com/team-ocean/veros/releases/tag/v0.1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/team-ocean/veros@v0.1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/tags/v0.1.0/manifests"}]},"repo_metadata_updated_at":"2026-04-01T04:02:26.669Z","dependent_packages_count":0,"downloads":282,"downloads_period":"last-month","dependent_repos_count":4,"rankings":{"downloads":25.15128348490208,"dependent_repos_count":7.484319311685299,"dependent_packages_count":10.119285352930213,"stargazers_count":null,"forks_count":null,"docker_downloads_count":null,"average":14.25162938317253},"purl":"pkg:pypi/veros","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/veros","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/veros","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/veros/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2026-03-30T02:00:13.814Z","issues_count":82,"pull_requests_count":828,"avg_time_to_close_issue":23265129.826923076,"avg_time_to_close_pull_request":275380.139272271,"issues_closed_count":52,"pull_requests_closed_count":797,"pull_request_authors_count":9,"issue_authors_count":26,"avg_comments_per_issue":2.6707317073170733,"avg_comments_per_pull_request":0.677536231884058,"merged_pull_requests_count":741,"bot_issues_count":3,"bot_pull_requests_count":720,"past_year_issues_count":5,"past_year_pull_requests_count":92,"past_year_avg_time_to_close_issue":26607064.0,"past_year_avg_time_to_close_pull_request":251299.94936708861,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":79,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":5,"past_year_avg_comments_per_issue":2.8,"past_year_avg_comments_per_pull_request":0.15217391304347827,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":91,"past_year_merged_pull_requests_count":71,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/issues","maintainers":[{"login":"dionhaefner","count":119,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/dionhaefner"},{"login":"nutrik","count":20,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/nutrik"}],"active_maintainers":[{"login":"nutrik","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/nutrik"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/veros/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/veros/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/veros/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/veros/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/veros/codemeta","maintainers":[{"uuid":"dionhaefner","login":"dionhaefner","name":null,"email":null,"url":null,"packages_count":10,"html_url":"https://pypi.org/user/dionhaefner/","role":null,"created_at":"2023-02-25T18:17:05.636Z","updated_at":"2023-02-25T18:17:05.636Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/dionhaefner/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":831077,"maintainers_count":354758,"namespaces_count":0,"keywords_count":0,"github":"pypi","metadata":{"funded_packages_count":52946},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2026-04-01T06:27:22.786Z","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":{"id":1254347,"full_name":"team-ocean/veros","default_branch":"main","total_commits":1639,"total_committers":17,"total_bot_commits":586,"total_bot_committers":2,"mean_commits":96.41176470588235,"dds":0.4460036607687614,"past_year_total_commits":90,"past_year_total_committers":3,"past_year_total_bot_commits":84,"past_year_total_bot_committers":1,"past_year_mean_commits":30.0,"past_year_dds":0.06666666666666665,"last_synced_at":"2026-04-13T07:34:22.677Z","last_synced_commit":"b112cb0d14608f47bdb8fa37812719436a8a122e","created_at":"2023-03-27T11:32:32.477Z","updated_at":"2026-04-13T07:34:16.107Z","committers":[{"name":"Dion Häfner","email":"mail@dionhaefner.de","login":"dionhaefner","count":908},{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":562},{"name":"René Løwe Jacobsen","email":"rlj@rloewe.net","login":"rloewe","count":54},{"name":"Roman Nuterman","email":"nuterman@nbi.ku.dk","login":"nutrik","count":38},{"name":"dependabot-preview[bot]","email":"27856297+dependabot-preview[bot]","login":"dependabot-preview[bot]","count":24},{"name":"Jonas la Cour","email":"jonaslacour@Jonass-MacBook-Air.local","login":null,"count":15},{"name":"Jonas la Cour","email":"jonaslacour1@gmail.com","login":"jonasdelacour","count":10},{"name":"Roman Nuterman","email":"nutrik@dhcp0da.dhcp.gfy.ku.dk","login":null,"count":7},{"name":"Roman Nuterman","email":"nutrik@Romans-MacBook-Pro.local","login":null,"count":7},{"name":"Jonas la Cour","email":"jonaslacour@Jonass-Air.zyxel.com","login":null,"count":7},{"name":"Bruno P. Kinoshita","email":"brunodepaulak@yahoo.com.br","login":"kinow","count":1},{"name":"Jesper Pedersen","email":"34009253+jrpedersen","login":"jrpedersen","count":1},{"name":"Mads R. B. Kristensen","email":"madsbk@gmail.com","login":"madsbk","count":1},{"name":"Tomas Chor","email":"tomaschor@gmail.com","login":"tomchor","count":1},{"name":"Jonas Dornonville de la Cour","email":"jlacour@magni.cluster","login":null,"count":1},{"name":"Dion Häfner","email":"dionhaefner@web.de","login":null,"count":1},{"name":"iury simoes-sousa","email":"iuryt@pm.me","login":"iuryt","count":1}],"past_year_committers":[{"name":"dependabot[bot]","email":"49699333+dependabot[bot]","login":"dependabot[bot]","count":84},{"name":"Roman Nuterman","email":"nutrik@gmail.com","login":"nutrik","count":5},{"name":"Dion Häfner","email":"dion.haefner@simulation.science","login":"dionhaefner","count":1}],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-13T00:00:06.408Z","repositories_count":6212798,"commits_count":903936313,"contributors_count":34941705,"owners_count":1143998,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"team-ocean/veros","html_url":"https://github.com/team-ocean/veros","last_synced_at":"2026-03-30T02:00:13.814Z","status":null,"issues_count":82,"pull_requests_count":828,"avg_time_to_close_issue":23265129.826923076,"avg_time_to_close_pull_request":275380.139272271,"issues_closed_count":52,"pull_requests_closed_count":797,"pull_request_authors_count":9,"issue_authors_count":26,"avg_comments_per_issue":2.6707317073170733,"avg_comments_per_pull_request":0.677536231884058,"merged_pull_requests_count":741,"bot_issues_count":3,"bot_pull_requests_count":720,"past_year_issues_count":5,"past_year_pull_requests_count":92,"past_year_avg_time_to_close_issue":26607064.0,"past_year_avg_time_to_close_pull_request":251299.94936708861,"past_year_issues_closed_count":1,"past_year_pull_requests_closed_count":79,"past_year_pull_request_authors_count":2,"past_year_issue_authors_count":5,"past_year_avg_comments_per_issue":2.8,"past_year_avg_comments_per_pull_request":0.15217391304347827,"past_year_bot_issues_count":1,"past_year_bot_pull_requests_count":91,"past_year_merged_pull_requests_count":71,"created_at":"2023-05-09T10:36:39.305Z","updated_at":"2026-03-30T02:00:13.842Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/team-ocean%2Fveros/issues","issue_labels_count":{"enhancement":15,"bug":6,"help wanted":3,"dependencies":3,"good first issue":2,"python":1},"pull_request_labels_count":{"dependencies":720,"python":97,"enhancement":1},"issue_author_associations_count":{"NONE":41,"COLLABORATOR":37,"CONTRIBUTOR":4},"pull_request_author_associations_count":{"CONTRIBUTOR":724,"COLLABORATOR":102,"NONE":2},"issue_authors":{"dionhaefner":30,"Sougata18":10,"nutrik":7,"sb4233":3,"AminMoradiXL":3,"jklymak":3,"dependabot[bot]":3,"jonnyhtw":2,"Titouan-Moulin":2,"fabien-roquet":2,"HuangLianghong":2,"RasmusRanumHansen":1,"007dude":1,"mapirooznia":1,"devyani2509":1,"tomchor":1,"mvhulten":1,"mrozowskamartaa":1,"simone-silvestri":1,"jamesavery":1,"kasped":1,"clemisch":1,"milancurcic":1,"HY11111111":1,"braaannigan":1,"JeffreyBenjaminBrown":1},"pull_request_authors":{"dependabot[bot]":694,"dionhaefner":89,"dependabot-preview[bot]":26,"nutrik":13,"iuryt":2,"tomchor":1,"kinow":1,"jrpedersen":1,"jklymak":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2026-04-01T00:00:08.271Z","repositories_count":14028155,"issues_count":34573127,"pull_requests_count":113084158,"authors_count":11212932,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{"dependencies":1,"python":1},"past_year_pull_request_labels_count":{"dependencies":91,"python":91},"past_year_issue_author_associations_count":{"NONE":4,"CONTRIBUTOR":1},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":91,"COLLABORATOR":1},"past_year_issue_authors":{"007dude":1,"dependabot[bot]":1,"sb4233":1,"simone-silvestri":1,"Titouan-Moulin":1},"past_year_pull_request_authors":{"dependabot[bot]":91,"nutrik":1},"maintainers":[{"login":"dionhaefner","count":119,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/dionhaefner"},{"login":"nutrik","count":20,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/nutrik"}],"active_maintainers":[{"login":"nutrik","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/nutrik"}]},"events":{"total":{"ReleaseEvent":2,"DeleteEvent":93,"PullRequestEvent":225,"ForkEvent":5,"IssuesEvent":10,"WatchEvent":38,"IssueCommentEvent":62,"PushEvent":119,"CreateEvent":105},"last_year":{"ReleaseEvent":1,"DeleteEvent":42,"PullRequestEvent":127,"ForkEvent":4,"IssuesEvent":1,"WatchEvent":24,"IssueCommentEvent":13,"PushEvent":56,"CreateEvent":52}},"keywords":["climate","distributed","geophysics","gpu","jax","multi-core","oceanography","parallel","python"],"dependencies":[{"ecosystem":"pypi","filepath":"doc/requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-16T18:17:01.829Z","updated_at":"2022-07-16T18:17:01.829Z","repository_link":"https://github.com/team-ocean/veros/blob/main/doc/requirements.txt","dependencies":[{"id":238011944,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.3","direct":true,"kind":"runtime","optional":false},{"id":238011945,"package_name":"entrypoints","ecosystem":"pypi","requirements":"==0.4","direct":true,"kind":"runtime","optional":false},{"id":238011946,"package_name":"Pillow","ecosystem":"pypi","requirements":"==9.2.0","direct":true,"kind":"runtime","optional":false},{"id":238011947,"package_name":"Sphinx","ecosystem":"pypi","requirements":"==5.0.2","direct":true,"kind":"runtime","optional":false},{"id":238011948,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"==1.0.0","direct":true,"kind":"runtime","optional":false},{"id":238011949,"package_name":"ipython","ecosystem":"pypi","requirements":"==8.4.0","direct":true,"kind":"runtime","optional":false},{"id":238011950,"package_name":"netCDF4","ecosystem":"pypi","requirements":"==1.6.0","direct":true,"kind":"runtime","optional":false},{"id":238011951,"package_name":"xarray","ecosystem":"pypi","requirements":"==2022.3.0","direct":true,"kind":"runtime","optional":false},{"id":238011952,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.5.2","direct":true,"kind":"runtime","optional":false},{"id":238011953,"package_name":"cmocean","ecosystem":"pypi","requirements":"==2.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2022-07-16T18:17:01.905Z","updated_at":"2022-07-16T18:17:01.905Z","repository_link":"https://github.com/team-ocean/veros/blob/main/requirements.txt","dependencies":[{"id":238011971,"package_name":"click","ecosystem":"pypi","requirements":"==8.1.3","direct":true,"kind":"runtime","optional":false},{"id":238011972,"package_name":"entrypoints","ecosystem":"pypi","requirements":"==0.4","direct":true,"kind":"runtime","optional":false},{"id":238011973,"package_name":"requests","ecosystem":"pypi","requirements":"==2.28.1","direct":true,"kind":"runtime","optional":false},{"id":238011974,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.23.1","direct":true,"kind":"runtime","optional":false},{"id":238011975,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.8.1","direct":true,"kind":"runtime","optional":false},{"id":238011976,"package_name":"h5netcdf","ecosystem":"pypi","requirements":"==1.0.1","direct":true,"kind":"runtime","optional":false},{"id":238011977,"package_name":"h5py","ecosystem":"pypi","requirements":"==3.7.0","direct":true,"kind":"runtime","optional":false},{"id":238011978,"package_name":"pillow","ecosystem":"pypi","requirements":"==9.2.0","direct":true,"kind":"runtime","optional":false},{"id":238011979,"package_name":"loguru","ecosystem":"pypi","requirements":"==0.6.0","direct":true,"kind":"runtime","optional":false},{"id":238011980,"package_name":"tqdm","ecosystem":"pypi","requirements":"==4.64.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements_jax.txt","sha":null,"kind":"manifest","created_at":"2022-07-16T18:17:02.007Z","updated_at":"2022-07-16T18:17:02.007Z","repository_link":"https://github.com/team-ocean/veros/blob/main/requirements_jax.txt","dependencies":[{"id":238012300,"package_name":"jax","ecosystem":"pypi","requirements":"==0.3.14","direct":true,"kind":"runtime","optional":false},{"id":238012301,"package_name":"jaxlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/build-docs.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T08:00:17.057Z","updated_at":"2023-01-14T08:00:17.057Z","repository_link":"https://github.com/team-ocean/veros/blob/main/.github/workflows/build-docs.yml","dependencies":[{"id":6893371755,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893371756,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/deploy.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T08:00:17.319Z","updated_at":"2023-01-14T08:00:17.319Z","repository_link":"https://github.com/team-ocean/veros/blob/main/.github/workflows/deploy.yml","dependencies":[{"id":6893371921,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893371922,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893371923,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/pre-commit.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T08:00:17.584Z","updated_at":"2023-01-14T08:00:17.584Z","repository_link":"https://github.com/team-ocean/veros/blob/main/.github/workflows/pre-commit.yml","dependencies":[{"id":6893374519,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893374520,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893374522,"package_name":"pre-commit/action","ecosystem":"actions","requirements":"v2.0.0","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test-all.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T08:00:18.069Z","updated_at":"2023-01-14T08:00:18.069Z","repository_link":"https://github.com/team-ocean/veros/blob/main/.github/workflows/test-all.yml","dependencies":[{"id":6893375574,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893375575,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893375576,"package_name":"actions/cache","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893375577,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test-conda.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T08:00:18.291Z","updated_at":"2023-01-14T08:00:18.291Z","repository_link":"https://github.com/team-ocean/veros/blob/main/.github/workflows/test-conda.yml","dependencies":[{"id":6893376092,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893376093,"package_name":"actions/cache","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893376094,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/test-install.yml","sha":null,"kind":"manifest","created_at":"2023-01-14T08:00:18.547Z","updated_at":"2023-01-14T08:00:18.547Z","repository_link":"https://github.com/team-ocean/veros/blob/main/.github/workflows/test-install.yml","dependencies":[{"id":6893376111,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":6893376112,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]}],"score":14.528176992340594,"created_at":"2023-09-11T11:54:35.677Z","updated_at":"2026-04-14T10:30:23.904Z","avatar_url":"https://github.com/team-ocean.png","language":"Python","category":"Hydrosphere","sub_category":"Ocean Models","monthly_downloads":282,"total_dependent_repos":4,"total_dependent_packages":0,"readme":"\u003cp align=\"center\"\u003e\n\u003cimg src=\"doc/_images/veros-logo-400px.png?raw=true\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\u003ci\u003eVersatile Ocean Simulation in Pure Python\u003c/i\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"http://veros.readthedocs.io/?badge=latest\"\u003e\n    \u003cimg src=\"https://readthedocs.org/projects/veros/badge/?version=latest\" alt=\"Documentation status\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/team-ocean/veros/actions/workflows/test-all.yml\"\u003e\n    \u003cimg src=\"https://github.com/team-ocean/veros/actions/workflows/test-all.yml/badge.svg\" alt=\"Test status\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://codecov.io/gh/team-ocean/veros\"\u003e\n    \u003cimg src=\"https://codecov.io/gh/team-ocean/veros/branch/main/graph/badge.svg\" alt=\"Code Coverage\"\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://zenodo.org/badge/latestdoi/87419383\"\u003e\n    \u003cimg src=\"https://zenodo.org/badge/87419383.svg\" alt=\"DOI\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\nVeros, *the versatile ocean simulator*, aims to be the swiss army knife of ocean modeling. It is a full-fledged primitive equation ocean model that supports anything between idealized toy models and [realistic, high-resolution, global ocean simulations](https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2021MS002717). And because Veros is written in pure Python, the days of struggling with complicated model setup workflows, ancient programming environments, and obscure legacy code are finally over.\n\n*In a nutshell, we want to enable high-performance ocean modelling with a clear focus on flexibility and usability.*\n\nVeros supports a NumPy backend for small-scale problems, and a\nhigh-performance [JAX](https://github.com/google/jax) backend\nwith CPU and GPU support. It is fully parallelized via MPI and supports\ndistributed execution on any number of nodes, including multi-GPU architectures (see also [our benchmarks](https://veros.readthedocs.io/en/latest/more/benchmarks.html)).\n\nThe dynamical core of Veros is based on [pyOM2](https://wiki.cen.uni-hamburg.de/ifm/TO/pyOM2), an ocean model with a Fortran backend and Fortran and Python frontends.\n\nTo learn more about Veros, make sure to [visit our documentation](https://veros.readthedocs.io/en/latest/).\n\n#### How about a demonstration?\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://vimeo.com/391237951\"\u003e\n      \u003cimg src=\"doc/_images/veros-preview.gif?raw=true\" alt=\"0.25×0.25° high-resolution model spin-up\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n(0.25×0.25° high-resolution model spin-up, click for better\nquality)\n\u003c/p\u003e\n\n## Features\n\nVeros provides\n\n-   a fully staggered **3-D grid geometry** (*C-grid*)\n-   support for both **idealized and realistic configurations** in\n    Cartesian or pseudo-spherical coordinates\n-   several **friction and advection schemes**\n-   isoneutral mixing, eddy-kinetic energy, turbulent kinetic energy,\n    and internal wave energy **parameterizations**\n-   several **pre-implemented diagnostics** such as energy fluxes,\n    variable time averages, and a vertical overturning stream function\n    (written to netCDF4 output)\n-   **pre-configured idealized and realistic set-ups** that are ready to\n    run and easy to adapt\n-   **accessibility and extensibility** - thanks to the\n    power of Python!\n\n## Veros for the impatient\n\nA minimal example to install and run Veros:\n\n```bash\n$ pip install veros\n$ veros copy-setup acc --to /tmp/acc\n$ veros run /tmp/acc/acc.py\n```\n\nFor more detailed installation instructions, have a look at [our\ndocumentation](https://veros.readthedocs.io).\n\n## Basic usage\n\nTo run Veros, you need to set up a model --- i.e., specify which settings\nand model domain you want to use. This is done by subclassing the\n`VerosSetup` base class in a *setup script* that is written in Python. You\nshould use the `veros copy-setup` command to copy one into your current\nfolder. A good place to start is the\n[ACC model](https://github.com/team-ocean/veros/blob/main/veros/setups/acc/acc.py):\n\n```bash\n$ veros copy-setup acc\n```\n\nAfter setting up your model, all you need to do is call the `setup` and\n`run` methods on your setup class. The pre-implemented setups can all be\nexecuted via `veros run`:\n\n```bash\n$ veros run acc.py\n```\n\nFor more information on using Veros, have a look at [our\ndocumentation](http://veros.readthedocs.io).\n\n## Contributing\n\nContributions to Veros are always welcome, no matter if you spotted an\ninaccuracy in [the documentation](https://veros.readthedocs.io), wrote a\nnew setup, fixed a bug, or even extended Veros\\' core mechanics. There\nare 2 ways to contribute:\n\n1.  If you want to report a bug or request a missing feature, please\n    [open an issue](https://github.com/team-ocean/veros/issues). If you\n    are reporting a bug, make sure to include all relevant information\n    for reproducing it (ideally through a *minimal* code sample).\n2.  If you want to fix the issue yourself, or wrote an extension for\n    Veros - great! You are welcome to submit your code for review by\n    committing it to a repository and opening a [pull\n    request](https://github.com/team-ocean/veros/pulls). However,\n    before you do so, please check [the contribution\n    guide](http://veros.readthedocs.io/quickstart/get-started.html#enhancing-veros)\n    for some tips on testing and benchmarking, and to make sure that\n    your modifications adhere with our style policies. Most importantly,\n    please ensure that you follow the [PEP8\n    guidelines](https://www.python.org/dev/peps/pep-0008/), use\n    *meaningful* variable names, and document your code using\n    [Google-style\n    docstrings](http://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html).\n\n## How to cite\n\nIf you use Veros in scientific work, please consider citing [the following publication](https://gmd.copernicus.org/articles/11/3299/2018/):\n\n```bibtex\n@article{hafner_veros_2018,\n\ttitle = {Veros v0.1 – a fast and versatile ocean simulator in pure {Python}},\n\tvolume = {11},\n\tissn = {1991-959X},\n\turl = {https://gmd.copernicus.org/articles/11/3299/2018/},\n\tdoi = {10.5194/gmd-11-3299-2018},\n\tnumber = {8},\n\tjournal = {Geoscientific Model Development},\n\tauthor = {Häfner, Dion and Jacobsen, René Løwe and Eden, Carsten and Kristensen, Mads R. B. and Jochum, Markus and Nuterman, Roman and Vinter, Brian},\n\tmonth = aug,\n\tyear = {2018},\n\tpages = {3299--3312},\n}\n```\n\nOr have a look at [our documentation](https://veros.readthedocs.io/en/latest/more/publications.html)\nfor more publications involving Veros.\n","funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["opencl","parallel-computing"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/694","html_url":"https://ost.ecosyste.ms/projects/694"}