/tools/PPIformer
PPIformer
anton-bushuiev/PPIformer
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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