DGL
0.9.x

Get Started

  • Install and Setup
  • A Blitz Introduction to DGL
    • Node Classification with DGL
    • How Does DGL Represent A Graph?
    • Write your own GNN module
    • Link Prediction using Graph Neural Networks
    • Training a GNN for Graph Classification
    • Make Your Own Dataset

Advanced Materials

  • User Guide
  • 用户指南
  • 사용자 가이드
  • Stochastic Training of GNNs
  • Training on CPUs
  • Training on Multiple GPUs
  • Distributed training
  • Paper Study with DGL

API Reference

  • dgl
  • dgl.data
  • dgl.dataloading
  • dgl.DGLGraph
  • dgl.distributed
  • dgl.function
  • dgl.geometry
  • dgl.nn (PyTorch)
  • dgl.nn (TensorFlow)
  • dgl.nn (MXNet)
  • dgl.nn.functional
  • dgl.ops
  • dgl.optim
  • dgl.sampling
  • dgl.multiprocessing
  • dgl.contrib.UnifiedTensor
  • 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
  • A Blitz Introduction to DGL
  • Edit on GitHub

A Blitz Introduction to DGL¶

../../_images/sphx_glr_1_introduction_thumb.png

Node Classification with DGL¶

../../_images/sphx_glr_2_dglgraph_thumb.png

How Does DGL Represent A Graph?¶

../../_images/sphx_glr_3_message_passing_thumb.png

Write your own GNN module¶

../../_images/sphx_glr_4_link_predict_thumb.png

Link Prediction using Graph Neural Networks¶

../../_images/sphx_glr_5_graph_classification_thumb.png

Training a GNN for Graph Classification¶

../../_images/sphx_glr_6_load_data_thumb.png

Make Your Own Dataset¶

Gallery generated by Sphinx-Gallery

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© Copyright 2018, DGL Team. Revision d1517f47.

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