gnns topic

List gnns repositories

3DGNN_pytorch

227
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3D Graph Neural Networks for RGBD Semantic Segmentation

GNNs-in-Network-Neuroscience

198
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27
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A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.

ggnn.pytorch

455
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93
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A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

FedGraphNN

178
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FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

bottleneck

91
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Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"

awesome-pretrain-on-molecules

457
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45
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[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

PyG-OGB-Tricks

35
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4
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Bags of Tricks in OGB (node classification) with GCNs.

PC-GNN

90
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21
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(WWW 2021) Source code of PC-GNN

relpose-gnn

37
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9
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[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

graphlet

27
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1
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PyPi module for Graphlet AI Knowledge Graph Factory