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1. dmlc/dgl dmlc/dgl Public

   Python package built to ease deep learning on graph, on top of existing DL frameworks.

   Python 14.1k 3.1k

2. awslabs/dgl-lifesci awslabs/dgl-lifesci Public

   Python package for graph neural networks in chemistry and biology

   Python 776 161

3. Graph-COM/GraphMaker Graph-COM/GraphMaker Public

   [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?

   Python 64 8

4. Graph-COM/LayerDAG Graph-COM/LayerDAG Public

   [ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs

   Python 24 3

5. Graph-COM/SubgraphRAG Graph-COM/SubgraphRAG Public

   [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

   Python 120 16

6. Graph-COM/HaystackCraft Graph-COM/HaystackCraft Public

   Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation

   Python 6