Node Classification

• Attri2vec
  • Node Representation Learning with attri2vec on Citeseer
• Cluster Gcn
  • Cluster-GCN for node classification
• Gat
  • Stellargraph example: Graph Attention Network (GAT) on the CORA citation dataset
• Gcn
  • Graph Convolutional Network (GCN) on the CORA citation dataset
• Graphsage
  • Stellargraph example: Fully directed GraphSAGE on a directed CORA citation network
  • Stellargraph example: GraphSAGE on the CORA citation network
  • Inductive representation learning using GraphSAGE on the Pubmed-Diabetes citation network
• Node2vec
  • Introduction
  • Corpus generation using random walks
  • Node2Vec with weighted random walks
• Ppnp
  • Stellargraph example: Personalised Propagation of Neural Predictions (PPNP) and Approximate PPNP (APPNP) on the CORA citation dataset
• Rgcn
  • Stellargraph example: Relational Graph Convolutional Network (RGCN) on the AIFB relational dataset
• Sgc
  • Stellargraph example: Simplified Graph Convolutions (SGC) on the CORA citation dataset