microsoft/foldingdiff

Diffusion models of protein structure; trigonometry and attention are all you need!

Jupyter NotebookPythonOtherproteinstransformerproteindiffusiondiffusion-modelsprotein-structure-generation
This is stars and forks stats for /microsoft/foldingdiff repository. As of 28 Apr, 2024 this repository has 375 stars and 32 forks.

foldingdiff - Diffusion model for protein backbone generation We present a diffusion model for generating novel protein backbone structures. For more details, see our preprint on arXiv. We also host a trained version of our model on HuggingFace spaces and at SuperBio so you can get started with generating protein structures with just your browser! Installation To install, clone this using git clone. This software is written in Python, notably using PyTorch, PyTorch Lightning, and the HuggingFace...
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