Logo
latest

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

Advanced Concepts

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

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
  • Python Module Index

Python Module Index

t
 
t
- torch_geometric
    torch_geometric.contrib.datasets
    torch_geometric.contrib.explain
    torch_geometric.contrib.nn.conv
    torch_geometric.contrib.nn.models
    torch_geometric.contrib.transforms
    torch_geometric.debug
    torch_geometric.graphgym
    torch_geometric.graphgym.models
    torch_geometric.graphgym.utils
    torch_geometric.loader
    torch_geometric.nn.conv
    torch_geometric.nn.data_parallel
    torch_geometric.nn.encoding
    torch_geometric.nn.models
    torch_geometric.profile
    torch_geometric.sampler
    torch_geometric.seed
    torch_geometric.utils

© Copyright 2023, PyG Team. Revision efe36062.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: latest
Versions
latest
stable
2.2.0
2.1.0
2.0.4
2.0.3
2.0.2
2.0.1
2.0.0
1.7.2
1.7.1
1.7.0
1.6.3
1.6.2
1.6.1
1.6.0
1.5.0
1.4.3
1.4.2
1.4.1
1.3.2
1.3.1
1.3.0
Downloads
On Read the Docs
Project Home
Builds