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Install STGraph

  • Installation Guide

Tutorials

  • Cora Publication Prediction using Graph Convolutional Networks (GCN)

Package Reference

  • stgraph.dataset
  • stgraph.compiler
  • stgraph.graph
  • stgraph.utils
  • stgraph.nn

Changelog

  • STGraph Changelog
STGraph
  • stgraph.nn.pytorch package
  • Edit on GitHub

stgraph.nn.pytorch package¶

Subpackages¶

  • stgraph.nn.pytorch.static package
    • Submodules
    • stgraph.nn.pytorch.static.gat_conv module
      • GATConv
        • GATConv.forward()
        • GATConv.reset_parameters()
        • GATConv.training
    • stgraph.nn.pytorch.static.gcn_conv module
      • GCNConv
        • GCNConv.forward()
        • GCNConv.reset_parameters()
        • GCNConv.training
    • Module contents
  • stgraph.nn.pytorch.temporal package
    • Submodules
    • stgraph.nn.pytorch.temporal.tgcn module
      • TGCN
        • TGCN.forward()
        • TGCN.training
    • Module contents

Module contents¶

Vertex-centric implementation for state-of-the-art Graph Neural Networks for PyTorch specific backend.


© Copyright 2024, Joel Mathew Cherian, Nithin Puthalath Manoj. Revision bad18d09.

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