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ClimaX

The first foundation model for weather and climate science.
https://github.com/microsoft/climax

Category: Climate Change
Sub Category: Earth and Climate Modeling

Keywords from Contributors

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Last synced: about 11 hours ago
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Repository metadata

Foundation model for weather & climate

README.md

Documentation
Paper

This repository contains code accompanying the paper ClimaX: A foundation model for weather and climate.

For details about usage please see documentation.
If you have any questions or suggestions please open a discussion. If you notice a bug, please open an issue.

Citation

If you find this repository useful in your research, please consider citing the following papers:

@article{nguyen2023climax,
  title={ClimaX: A foundation model for weather and climate},
  author={Nguyen, Tung and Brandstetter, Johannes and Kapoor, Ashish and Gupta, Jayesh K and Grover, Aditya},
  journal={arXiv preprint arXiv:2301.10343},
  year={2023}
}

Acknowledgements

Thanks to @rems75 and @kdatta for noticing a performance bug with variable id transfer to GPUs.

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a
Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide
a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct.
For more information see the Code of Conduct FAQ or
contact [email protected] with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
Microsoft's Trademark & Brand Guidelines.
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos are subject to those third-party's policies.

Owner metadata

GitHub Events

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Last Year

Committers metadata

Last synced: about 12 hours ago

Total Commits: 37
Total Committers: 5
Avg Commits per committer: 7.4
Development Distribution Score (DDS): 0.459

Commits in past year: 23
Committers in past year: 4
Avg Commits per committer in past year: 5.75
Development Distribution Score (DDS) in past year: 0.522

Name Email Commits
rejuvyesh m****l@r****m 20
tung-nd d****7@g****m 10
Microsoft Open Source m****e 5
KikiCS c****i@g****m 1
Zhongzhu Zhou z****8@o****m 1

Committer domains:

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 37
Total pull requests: 10
Average time to close issues: about 1 month
Average time to close pull requests: 7 days
Total issue authors: 31
Total pull request authors: 7
Average comments per issue: 2.46
Average comments per pull request: 0.5
Merged pull request: 7
Bot issues: 0
Bot pull requests: 0

Past year issues: 11
Past year pull requests: 1
Past year average time to close issues: 25 days
Past year average time to close pull requests: 1 minute
Past year issue authors: 11
Past year pull request authors: 1
Past year average comments per issue: 1.18
Past year average comments per pull request: 0.0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/microsoft/climax

Top Issue Authors

  • mahm1846 (5)
  • Tttizi (2)
  • taehokim97 (2)
  • SauryChen (1)
  • PSacfc (1)
  • ShileiCao (1)
  • yogeshverma1998 (1)
  • sktsherlock (1)
  • phamtienkha (1)
  • Jeongmingyeong (1)
  • mamunir (1)
  • wuangnying (1)
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Top Pull Request Authors

  • tung-nd (4)
  • zzz0906 (1)
  • SauravMaheshkar (1)
  • KikiCS (1)
  • pimmeerdink (1)
  • rejuvyesh (1)
  • se0ngbin (1)

Top Issue Labels

  • enhancement (1)

Top Pull Request Labels

Package metadata

spack.io: py-climax

ClimaX: A foundation model for weather and climate.

  • Homepage: https://github.com/microsoft/ClimaX
  • Licenses: []
  • Latest release: (published 1 day ago)
  • Last Synced: 2025-05-19T01:02:16.465Z (1 day ago)
  • Versions: 0
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Average: 27.807%
    • Dependent packages count: 55.613%

Dependencies

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docker/Dockerfile docker
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pyproject.toml pypi

Score: -Infinity