DIG: Dive into Graphs
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Get Started

  • Introduction
  • Installation

Tutorials

  • Tutorial for Graph Generation
  • Tutorial for Self-Supervised GNNs
  • Tutorial for GNN Explainability
  • Tutorial for 3D Graphs
  • Tutorial for Graph OOD (GOOD)
  • Tutorial for Fair Graph representations

Graph Augmentation

  • dig.auggraph.dataset
  • dig.auggraph.method

Graph Generation

  • dig.ggraph.dataset
  • dig.ggraph.method
  • dig.ggraph.evaluation
  • dig.ggraph.utils

3D Graph Generation

  • dig.ggraph3D.dataset
  • dig.ggraph3D.method
  • dig.ggraph3D.evaluation
  • dig.ggraph3D.utils

Self-supervised Learning on Graphs

  • dig.sslgraph.dataset
  • dig.sslgraph.method
  • dig.sslgraph.evaluation
  • dig.sslgraph.utils

Explainability of GNNs

  • dig.xgraph.dataset
  • dig.xgraph.method
  • dig.xgraph.evaluation
  • dig.xgraph.utils

Deep Learning on 3D Graphs

  • dig.threedgraph.dataset
  • dig.threedgraph.method
  • dig.threedgraph.evaluation
  • dig.threedgraph.utils

Graph OOD (GOOD) datasets

  • dig.oodgraph

Fair graph representation

  • dig.fairgraph.dataset
  • dig.fairgraph.method

Contributing

  • Contributing to DIG
DIG: Dive into Graphs
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