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Install PyG

  • Installation

Get Started

  • Introduction by Example
  • Colab Notebooks and Video Tutorials

Tutorials

  • Creating Message Passing Networks
  • Creating Your Own Datasets
  • Heterogeneous Graph Learning
  • Loading Graphs from CSV
  • GNN Explainability
  • Compiled Graph Neural Networks

Advanced Concepts

  • Advanced Mini-Batching
  • Memory-Efficient Aggregations
  • TorchScript Support
  • Scaling Up GNNs via Remote Backends
  • Managing Experiments with GraphGym
  • CPU Affinity for PyG Workloads

Package Reference

  • torch_geometric
  • torch_geometric.nn
  • torch_geometric.data
  • torch_geometric.loader
  • torch_geometric.sampler
  • torch_geometric.datasets
  • torch_geometric.transforms
  • torch_geometric.utils
  • torch_geometric.explain
  • torch_geometric.contrib
  • torch_geometric.graphgym
  • torch_geometric.profile

Cheatsheets

  • GNN Cheatsheet
  • Dataset Cheatsheet

External Resources

  • External Resources
pytorch_geometric
  • Search

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