cugraph-ops API reference

This page provides a list of all publicly accessible modules, methods and classes through pylibcugraphops.* namespace.

API Documentation

• Graph types
  • Message-Flow Graph (MFG)
  • Heterogenous MFG
  • “Full” Graph (FG)
  • Heterogenous FG
• PyTorch Autograd Wrappers
  • Simple Neighborhood Aggregator (SAGEConv)
  • Graph Attention (GATConv/GATv2Conv)
  • Heterogenous Aggregator using Basis Decomposition (RGCNConv)
  • Update Edges: Concatenation or Sum of Edge and Node Features
• Operators on Message-Flow Graphs
  • Simple Neighborhood Aggregator (SAGEConv)
  • Graph Attention (GATConv)
  • Heterogenous Aggregator using Basis Decomposition (RGCNConv)
• Operators on Bipartite Graphs
  • Update Edges: Concatenation or Sum of Edge and Node Features
• Operators on Static Graphs
  • Update Edges: Concatenation or Sum of Edge and Node Features
• Operators on Full Graphs
  • Simple Neighborhood Aggregator (SAGEConv)
  • Weighted Neighborhood Aggregation
  • Heterogenous Aggregator using Basis Decomposition (RGCNConv)
  • Graph Attention (GATConv/GATv2Conv)
  • Transformer-like Graph Attention (TransformerConv)
  • Directional Message-Passing (DMPNN)
  • Graph Pooling
• Dimenet operators
  • Radial Basis Functions
  • Edge-to-Edge Aggregation
• PyTorch Autograd Wrappers
  • Simple Neighborhood Aggregator (SAGEConv)
  • Graph Attention (GATConv/GATv2Conv)
  • Heterogenous Aggregator using Basis Decomposition (RGCNConv)
  • Update Edges: Concatenation or Sum of Edge and Node Features