DGL官方教程--API--dgl.nn

参考：https://docs.dgl.ai/en/latest/api/python/nn.pytorch.html#

这个部分是将图神经网络中经典论文进行复现，可以基于Pytorch，Mxnet，tensorflow，精华部分！！！

NN Modules (PyTorch)

Contents

• Conv Layers
  • GraphConv
  • RelGraphConv
  • TAGConv
  • GATConv
  • EdgeConv
  • SAGEConv
  • SGConv
  • APPNPConv
  • GINConv
  • GatedGraphConv
  • GMMConv
  • ChebConv
  • AGNNConv
  • NNConv
  • AtomicConv
• Dense Conv Layers
  • DenseGraphConv
  • DenseSAGEConv
  • DenseChebConv
• Global Pooling Layers
  • SumPooling
  • AvgPooling
  • MaxPooling
  • SortPooling
  • GlobalAttentionPooling
  • Set2Set
  • SetTransformerEncoder
  • SetTransformerDecoder
• Utility Modules
  • Sequential
  • KNNGraph
  • SegmentedKNNGraph
  • Edge Softmax