# Graph Convolutional Network ```toc ``` - 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]] - ![[Pasted image 20241022131105.webp]] [[Equivariance and Invariance for Graphs]] [[Parameter Sharing for Graphs]] [[Example GCN Layer]] [[Batching for GNN]] [[Inductive Models]] [[Transductive Models]] [[Layers for GNNs]] [[Edge Graphs]]