https://github.com/dataprofessor/esmfold

https://github.com/dataprofessor/esmfold

Last synced: about 1 year ago
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• Host: GitHub
• URL: https://github.com/dataprofessor/esmfold
• Owner: dataprofessor
• Created: 2022-11-04T15:07:55.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2024-04-26T12:54:08.000Z (about 2 years ago)
• Last Synced: 2025-04-05T07:33:13.750Z (over 1 year ago)
• Language: Python
• Size: 82 KB
• Stars: 45
• Watchers: 1
• Forks: 31
• Open Issues: 2
• Metadata Files:
  • Readme: README.md

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README

          
# 🎈 ESMFold

[*ESMFold*](https://esmatlas.com/about) is an end-to-end single sequence protein structure predictor based on the ESM-2 language model.

## Demo App

[![Streamlit App](https://img.shields.io/badge/Streamlit-FF4B4B?style=for-the-badge&logo=Streamlit&logoColor=white)](https://esmfold.streamlit.app/)

## Credit

This app was inspired by [osanseviero's app](https://huggingface.co/spaces/osanseviero/esmfold).

## Further Reading

For more information, read the following articles:

- [ESM Metagenomic Atlas: The first view of the ‘dark matter’ of the protein universe](https://ai.facebook.com/blog/protein-folding-esmfold-metagenomics/)

- [Evolutionary-scale prediction of atomic level protein structure with a language model](https://www.biorxiv.org/content/10.1101/2022.07.20.500902v2)

- [AlphaFold’s new rival? Meta AI predicts shape of 600 million proteins](https://www.nature.com/articles/d41586-022-03539-1)