/tools/ProteinNPT

ProteinNPT

OATML-Markslab/ProteinNPT

127 stars18 forksPythonAdded February 4, 2026
summary

ProteinNPT is a semi-supervised model designed to predict and generate protein properties. It utilizes non-parametric transformers to learn representations of protein sequences and their associated properties, enabling both property prediction and iterative redesign of proteins.

description

Official code repository for the paper "ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers"

topics

protein-design

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