Welcome to StellarGraph’s documentation!

Contents:

• Introduction
• Getting Started
  • Requirements
  • Installation
• Examples
  • Getting the datasets
  • Running the GraphSAGE Cora Node Classification Example
  • Running the GraphSAGE Cora Link Prediction Example
  • Running Other Examples
• StellarGraph API
  • Core
  • Data
  • Generators
  • GraphSAGE model
  • HinSAGE model
  • Attri2Vec model
  • GCN model
  • Cluster-GCN model
  • RGCN model
  • PPNP model
  • APPNP model
  • GAT model
  • Watch Your Step model
  • Knowledge Graph models
  • Link prediction layers
  • Ensembles
  • Calibration
  • Utilities
  • Datasets
  • Random
• Heterogeneous GraphSAGE (HinSAGE)
  • Feature updates for homogeneous graphs
  • Defining additional weight matrices to account for heterogeneity
  • Feature updates for heterogeneous graphs (HINs)
  • Supervised Node Attribute Inference
  • Unsupervised Node Feature Learning
  • Supervised Link Prediction
  • References

Indices and tables

• Index
• Module Index
• Search Page