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AmadeusGPT🎻: We turn natural language descriptions of behaviors into machine-executable code

Project description

🪄 We turn natural language descriptions of behaviors into machine-executable code.

  • We use ChatGPT's API to bridge natural language and behavior analysis code.

  • For more details, check out our arXiv preprint AmadeusGPT: a natural language interface for interactive animal behavioral analysis by Shaokai Ye, Jessy Lauer, Mu Zhou, Alexander Mathis & Mackenzie W. Mathis.

  • 🧙‍♀️ Code coming soon!

Demo AmadeusGPT🎻

License

AmadeusGPT is license under the Apache-2.0 license.

  • Please note several key dependencies have their own licensing. Please carefully check the license information for DeepLabCut (LGPL-3.0 license), SAM (Apache-2.0 license), CEBRA (Non-Commercial), etc...

Citation

If you use ideas or code from this project in your work, please cite us using the following BibTeX entry. 🙏

  • AmadeusGPT
@article{ye2023amadeusGPT,
     title={AmadeusGPT: a natural language interface for interactive animal behavioral analysis}, 
     author={Shaokai Ye and Jessy Lauer and Mu Zhou and Alexander Mathis and Mackenzie Weygandt Mathis},
     journal={arXiv:WIP},
     year={2023}}

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