DGL
0.8.x

Get Started

  • Install and Setup
  • A Blitz Introduction to DGL

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)
    • 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.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
  • »
  • dgl.nn (MXNet)
  • Edit on GitHub

dgl.nn (MXNet)¶

Conv Layers¶

dgl.nn.mxnet.conv.GraphConv

dgl.nn.mxnet.conv.RelGraphConv

dgl.nn.mxnet.conv.TAGConv

dgl.nn.mxnet.conv.GATConv

dgl.nn.mxnet.conv.EdgeConv

dgl.nn.mxnet.conv.SAGEConv

dgl.nn.mxnet.conv.SGConv

dgl.nn.mxnet.conv.APPNPConv

dgl.nn.mxnet.conv.GINConv

dgl.nn.mxnet.conv.GatedGraphConv

dgl.nn.mxnet.conv.GMMConv

dgl.nn.mxnet.conv.ChebConv

dgl.nn.mxnet.conv.AGNNConv

dgl.nn.mxnet.conv.NNConv

Dense Conv Layers¶

dgl.nn.mxnet.conv.DenseGraphConv

dgl.nn.mxnet.conv.DenseSAGEConv

dgl.nn.mxnet.conv.DenseChebConv

Global Pooling Layers¶

dgl.nn.mxnet.glob.SumPooling

dgl.nn.mxnet.glob.AvgPooling

dgl.nn.mxnet.glob.MaxPooling

dgl.nn.mxnet.glob.SortPooling

dgl.nn.mxnet.glob.GlobalAttentionPooling

dgl.nn.mxnet.glob.Set2Set

Heterogeneous Learning Modules¶

dgl.nn.mxnet.HeteroGraphConv

Utility Modules¶

dgl.nn.mxnet.utils.Sequential

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© Copyright 2018, DGL Team. Revision 731cd90a.

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