/tools/EvoProtGrad

EvoProtGrad

NatLabRockies/EvoProtGrad

94 stars16 forksJupyter NotebookWebsiteAdded February 4, 2026
summary

EvoProtGrad is a Python package designed for directed evolution of proteins using gradient-based discrete Markov chain Monte Carlo (MCMC). It allows users to create custom models that map protein sequences to functions, leveraging pretrained protein language models to optimize the search for beneficial mutations.

description

Directed evolution of proteins in sequence space with gradients

topics

directed-evolutionhuggingfacemcmcprotein-engineeringprotein-language-model

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