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 # hsm - Biophysical prediction of protein-peptide interactions and signaling networks using machine learning. 
 
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 This repository implements the hierarchical statistical mechanical (HSM) model described in the paper [Biophysical prediction of protein-peptide interactions and signaling networks using machine learning.](nature.com) 
 
 An **associated website** is available at [proteinpeptide.io](proteinpeptide.io). The website is built to facilitate interactions with results from the model including: (1) specific domain-peptide and protein-protein predictions, (2) the resulting networks, and (3) structures colored using the inferred energy functions from the model. Code for the website is available via the parallel repo: [aqlaboratory/hsm-web](https://github.com/aqlaboratory/hsm-web).