DGL
2.0.0

Get Started

  • Install and Setup
  • A Blitz Introduction to DGL

Advanced Materials

  • 🆕 Stochastic Training of GNNs with GraphBolt
  • User Guide
  • 用户指南【包含过时信息】
  • 사용자 가이드[시대에 뒤쳐진]
  • Tutorials: dgl.sparse
  • 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.graphbolt
  • dgl.nn (PyTorch)
  • dgl.nn (TensorFlow)
  • dgl.nn (MXNet)
    • Conv Layers
      • GraphConv
      • RelGraphConv
      • TAGConv
      • GATConv
      • EdgeConv
      • SAGEConv
      • SGConv
      • APPNPConv
      • GINConv
      • GatedGraphConv
      • GMMConv
      • ChebConv
      • AGNNConv
      • NNConv
    • Dense Conv Layers
      • DenseGraphConv
      • DenseSAGEConv
      • DenseChebConv
    • Global Pooling Layers
      • SumPooling
      • AvgPooling
      • MaxPooling
      • SortPooling
      • GlobalAttentionPooling
      • Set2Set
    • Heterogeneous Learning Modules
      • HeteroGraphConv
    • Utility Modules
      • Sequential
  • 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
  • dgl.nn (MXNet)
  • View page source

dgl.nn (MXNet)

Conv Layers

GraphConv

RelGraphConv

TAGConv

GATConv

EdgeConv

SAGEConv

SGConv

APPNPConv

GINConv

GatedGraphConv

GMMConv

ChebConv

AGNNConv

NNConv

Dense Conv Layers

DenseGraphConv

DenseSAGEConv

DenseChebConv

Global Pooling Layers

SumPooling

AvgPooling

MaxPooling

SortPooling

GlobalAttentionPooling

Set2Set

Heterogeneous Learning Modules

HeteroGraphConv

Utility Modules

Sequential

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