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Graph convolutional network

Graph convolutional network

Oct 22, 20241 min read

  • architecture
  • graph

Graph Convolutional Network

 
  • spatial-based convolutional graph neural networks, or GCNs
  • These models are convolutional in that they update each node by aggregating information from nearby nodes
  • relational inductive bias

Equivariance and Invariance for Graphs

Parameter Sharing for Graphs

Example GCN Layer

Batching for GNN

Inductive Models

Transductive Models

Layers for GNNs

Edge Graphs


Graph View

Backlinks

  • Chapter 12 - Graph Networks
  • _Index_of_Graph

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  • GitHub