/tools/PPIformer

PPIformer

anton-bushuiev/PPIformer

52 stars5 forksJupyter NotebookWebsiteAdded February 4, 2026
summary

PPIformer is a machine learning model that predicts the effects of mutations on protein-protein interactions by estimating binding energy changes. It utilizes pre-training and fine-tuning on specific datasets to enhance its predictive capabilities for protein interactions.

description

Learning to design protein-protein interactions with enhanced generalization (ICLR 2024)

topics

equivariant-representationsmachine-learningprotein-designprotein-protein-interactionsproteins

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