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cugraph-docs 25.04.00 documentation

  • cuGraph Introduction
  • nx-cugraph
  • Installation
  • Tutorials
  • Graph Support
    • WholeGraph
    • References
    • Developer Resources
    • API Reference
  • GitHub
  • Twitter
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stable (25.04)
nightly (25.06)stable (25.04)legacy (25.02)
  • cuGraph Introduction
  • nx-cugraph
  • Installation
  • Tutorials
  • Graph Support
  • WholeGraph
  • References
  • Developer Resources
  • API Reference
  • GitHub
  • Twitter

Section Navigation

  • Algorithms
    • List of Supported and Planned Algorithms
  • Compatibility
  • Cugraph C++
    • cuGraph C++ Overview
  • Graph Neural Network Support
    • cugraph_pyg
    • cugraph_dgl
    • WholeGraph
  • Data Stores
    • Property Graph
    • Knowledge Store
    • Feature Store
  • CuGraph Service
  • Graph Support
  • Graph Neural Network Support

Graph Neural Network Support#

Here is a talk that explains Training GNNs at Internet Scale using cuGraph and WholeGraph

  • cugraph_pyg
  • cugraph_dgl
    • Description
    • Conda
    • Build from Source
    • Usage
  • WholeGraph

Blogs to explain how RAPIDS cuGraph supports GNN’S#

  • Optimizing Memory and Retrieval for Graph Neural Networks with WholeGraph, Part 1

  • Getting Started with Large-Scale GNNs using cuGraph Packages for DGL and PyG

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  • Blogs to explain how RAPIDS cuGraph supports GNN’S

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