pytorch-geometric topic
Extended-SimGNN
A PyTorch Geometric implementation of SimGNN with some extensions.
graphein
Protein Graph Library
graph_attention_pool
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
DeepViewAgg
[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
An autoML framework & toolkit for machine learning on graphs.
pna
Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric
pyg_autoscale
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
3DInfomax
Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
hsn
Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features