/tools/PINNACLE

PINNACLE

mims-harvard/PINNACLE

96 stars26 forksPythonWebsiteAdded February 5, 2026
summary

PINNACLE is a geometric deep learning model designed to generate contextualized representations of proteins based on their interactions across different cell types and tissues. It aims to improve the understanding of protein functions and therapeutic potentials by incorporating biological context into its modeling approach.

description

Contextual AI models for single-cell protein biology

topics

context-awarecontextualgeometric-deep-learninggraph-neural-networksproteinstherapeutics

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