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

   Graph Neural Network Library for PyTorch

   Python 23.5k 4k

2. snap-stanford/ogb snap-stanford/ogb Public

   Benchmark datasets, data loaders, and evaluators for graph machine learning

   Python 2.1k 408

3. pytorch_scatter pytorch_scatter Public

   PyTorch Extension Library of Optimized Scatter Operations

   Python 1.7k 204

4. pytorch_sparse pytorch_sparse Public

   PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

   Python 1.1k 159

5. pyg_autoscale pyg_autoscale Public

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

   Python 166 27

6. deep-graph-matching-consensus deep-graph-matching-consensus Public

   Implementation of "Deep Graph Matching Consensus" in PyTorch

   Python 271 49