pytorch-geometric topic

List pytorch-geometric repositories

Extended-SimGNN

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A PyTorch Geometric implementation of SimGNN with some extensions.

graph_attention_pool

276
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48
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Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

SGCN

267
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59
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A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

DeepViewAgg

216
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[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

AutoGL

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An autoML framework & toolkit for machine learning on graphs.

pna

331
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55
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Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

pyg_autoscale

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Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

3DInfomax

146
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31
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Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.

hsn

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Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features