DGL
2.0.x

Get Started

  • Install and Setup
  • A Blitz Introduction to DGL

Advanced Materials

  • πŸ†• Stochastic Training of GNNs with GraphBolt
  • User Guide
  • η”¨ζˆ·ζŒ‡ε—γ€εŒ…ε«θΏ‡ζ—ΆδΏ‘ζ―γ€‘
  • μ‚¬μš©μž κ°€μ΄λ“œ[μ‹œλŒ€μ— 뒀쳐진]
  • Tutorials: dgl.sparse
  • Training on CPUs
  • Training on Multiple GPUs
  • Distributed training
    • Distributed Node Classification
    • Distributed Link Prediction
  • Paper Study with DGL

API Reference

  • dgl
  • dgl.data
  • dgl.dataloading
  • dgl.DGLGraph
  • dgl.distributed
  • dgl.function
  • dgl.geometry
  • πŸ†• dgl.graphbolt
  • dgl.nn (PyTorch)
  • dgl.nn (TensorFlow)
  • dgl.nn (MXNet)
  • dgl.nn.functional
  • dgl.ops
  • dgl.optim
  • dgl.sampling
  • dgl.sparse
  • dgl.multiprocessing
  • dgl.transforms
  • User-defined Functions

Notes

  • Contribute to DGL
  • DGL Foreign Function Interface (FFI)
  • Performance Benchmarks

Misc

  • Frequently Asked Questions (FAQ)
  • Environment Variables
  • Resources
DGL
  • Distributed training
  • Edit on GitHub

Distributed trainingΒΆ

../../_images/sphx_glr_1_node_classification_thumb.png

Distributed Node ClassificationΒΆ

../../_images/sphx_glr_2_link_prediction_thumb.png

Distributed Link PredictionΒΆ

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