https://github.com/microsoft/climax

Foundation model for weather & climate
https://github.com/microsoft/climax

Last synced: 9 days ago
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Foundation model for weather & climate

• Host: GitHub
• URL: https://github.com/microsoft/climax
• Owner: microsoft
• License: mit
• Created: 2022-12-08T17:43:46.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-30T17:02:35.000Z (about 1 year ago)
• Last Synced: 2024-10-29T19:44:51.401Z (10 days ago)
• Language: Python
• Homepage: https://microsoft.github.io/ClimaX/
• Size: 18.9 MB
• Stars: 610
• Watchers: 27
• Forks: 83
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Security: SECURITY.md
  • Support: SUPPORT.md

Awesome Lists containing this project

• open-sustainable-technology - ClimaX - The first foundation model for weather and climate science. (Climate Change / Earth and Climate Modeling)

README

        


  



[![Documentation](https://img.shields.io/badge/docs-passing-brightgreen)](https://microsoft.github.io/ClimaX)

[![Paper](https://img.shields.io/badge/arXiv-2301.10343-blue)](https://arxiv.org/abs/2301.10343)

This repository contains code accompanying the paper [**ClimaX: A foundation model for weather and climate**](https://arxiv.org/abs/2301.10343).

For details about usage please see [documentation](https://microsoft.github.io/ClimaX).

If you have any questions or suggestions please open a [discussion](https://github.com/microsoft/ClimaX/discussions). If you notice a bug, please open an [issue](https://github.com/microsoft/ClimaX/issues).

## Citation

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

```bibtex

@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](https://github.com/rems75) and [@kdatta](https://github.com/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](https://opensource.microsoft.com/codeofconduct/).

For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or

contact [[email protected]](mailto:[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](https://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general).

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.