/tools/GearNet

GearNet

DeepGraphLearning/GearNet

314 stars32 forksPythonAdded February 5, 2026
summary

GearNet is a geometry-aware relational graph neural network designed for protein structure representation learning. It employs various self-supervised learning methods to enhance the encoding of protein spatial information, making it suitable for downstream tasks in molecular biology.

description

GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

topics

graph-neural-networkspre-trainingprotein-representation-learning

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