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1. graphdeeplearning/benchmarking-gnns graphdeeplearning/benchmarking-gnns Public

   Repository for benchmarking graph neural networks (JMLR 2023)

   Jupyter Notebook 2.6k 455

2. graphdeeplearning/graphtransformer graphdeeplearning/graphtransformer Public

   Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

   Python 948 140

3. snap-research/LargeGT snap-research/LargeGT Public

   Graph Transformers for Large Graphs

   Python 21 4

4. gnn-lspe gnn-lspe Public

   Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

   Python 253 36

5. lrgb lrgb Public

   Long Range Graph Benchmark, NeurIPS 2022 Track on D&B

   Jupyter Notebook 157 22

6. Beyond_word2vec Beyond_word2vec Public

   Deep learning architectures to embed multi-word units into a vector space maximizing similarity between units of different sizes.

   Python 9 2