{"id":20643587,"url":"https://github.com/caiyunapp/wxbtool","last_synced_at":"2025-04-12T12:51:41.120Z","repository":{"id":53742063,"uuid":"269931312","full_name":"caiyunapp/wxbtool","owner":"caiyunapp","description":"A toolkit for WeatherBench based on PyTorch","archived":false,"fork":false,"pushed_at":"2021-10-12T03:37:46.000Z","size":11245,"stargazers_count":5,"open_issues_count":1,"forks_count":3,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-04-10T07:05:54.370Z","etag":null,"topics":["climate-model","climate-science","machinelearning","weather-bench"],"latest_commit_sha":null,"homepage":null,"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/caiyunapp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-06-06T09:23:17.000Z","updated_at":"2024-01-19T10:37:49.000Z","dependencies_parsed_at":"2022-08-24T21:41:22.437Z","dependency_job_id":null,"html_url":"https://github.com/caiyunapp/wxbtool","commit_stats":null,"previous_names":[],"tags_count":18,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caiyunapp%2Fwxbtool","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caiyunapp%2Fwxbtool/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caiyunapp%2Fwxbtool/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caiyunapp%2Fwxbtool/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/caiyunapp","download_url":"https://codeload.github.com/caiyunapp/wxbtool/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248571430,"owners_count":21126517,"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":["climate-model","climate-science","machinelearning","weather-bench"],"created_at":"2024-11-16T16:13:16.378Z","updated_at":"2025-04-12T12:51:41.092Z","avatar_url":"https://github.com/caiyunapp.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# wxbtool\n\n[![DOI](https://zenodo.org/badge/269931312.svg)](https://zenodo.org/badge/latestdoi/269931312)\n\nA toolkit for WeatherBench based on PyTorch\n\nInstall\n--------\n\n```bash\npip install wxbtool\n```\n\nCheat sheet\n-----------\n\nStart a data set server for 3-days prediction of t850 by Weyn's solution\n```bash\nwxb dserve -m wxbtool.specs.res5_625.t850weyn -s Setting3d\n```\n\nStart a training process for a UNet model following Weyn's solution\n```bash\nwxb train -m wxbtool.zoo.res5_625.unet.t850d3sm_weyn\n```\n\nStart a testing process for a UNet model following Weyn's solution\n```bash\nwxb test -m wxbtool.zoo.res5_625.unet.t850d3sm_weyn\n```\n\nHow to use\n-----------\n\n* [quick start](https://github.com/caiyunapp/wxbtool/wiki/quick-start)\n* understanding the physical process by plotting\n* develop your own neural model\n* try a toy physical model\n* explore the possibility to combine neural and physical model together\n\nHow to release\n---------------\n\n```bash\npython3 setup.py sdist bdist_wheel\npython3 -m twine upload dist/*\n\ngit tag va.b.c master\ngit push origin va.b.c\n```\n\nContributors\n------------\n\n* Mingli Yuan ([Mountain](https://github.com/mountain))\n* Ren Lu\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaiyunapp%2Fwxbtool","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcaiyunapp%2Fwxbtool","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaiyunapp%2Fwxbtool/lists"}