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1. pyg-team/pytorch_geometric pyg-team/pytorch_geometric Public

   Graph Neural Network Library for PyTorch

   Python 22.1k 3.8k

2. gnn_in_neurips_2019 gnn_in_neurips_2019 Public

   A comprehensive collection of GNN works in NeurIPS 2019.

   21 2

3. GCL GCL Public

   List of Publications in Graph Contrastive Learning

   35 5

4. awesome-nonconvex-optimization awesome-nonconvex-optimization Public

   A collection of papers and readings for non-convex optimization

   31 5

5. networkx/networkx networkx/networkx Public

   Network Analysis in Python

   Python 15.5k 3.3k

6. RobustGraph/RoboGraph RobustGraph/RoboGraph Public

   The implementation of paper "Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks"

   Python 13 3