stable_gnn package

Subpackages

• stable_gnn.embedding package
  • Subpackages
    • stable_gnn.embedding.models package
      • Submodules
    • stable_gnn.embedding.sampling package
      • Submodules
    • stable_gnn.embedding.unsupervized_loss_models package
      • Submodules
  • Submodules
    • EmbeddingFactory
      • EmbeddingFactory.build_embeddings()
    • ModelTrainEmbeddings
      • ModelTrainEmbeddings.run()
    • OptunaTrainEmbeddings
      • OptunaTrainEmbeddings.run()
• stable_gnn.pipelines package
  • Submodules
• stable_gnn.visualization package
  • Subpackages
    • stable_gnn.visualization.config package
      • Subpackages
      • Submodules
    • stable_gnn.visualization.constructors package
      • Submodules
    • stable_gnn.visualization.contracts package
      • Submodules
    • stable_gnn.visualization.data_generation package
      • Submodules
    • stable_gnn.visualization.equations package
      • Submodules
    • stable_gnn.visualization.examples package
      • Submodules
    • stable_gnn.visualization.exceptions package
      • Submodules
    • stable_gnn.visualization.tests package
      • Submodules
    • stable_gnn.visualization.utils package
      • Submodules
  • Submodules

Submodules

• Explain
  • Explain.pgm_conditional_prob()
  • Explain.structure_learning()
• Extrapolate
• Fair
  • Fair.run()
• GeomGCN
  • GeomGCN.forward()
  • GeomGCN.message()
  • GeomGCN.reset_parameters()
• Graph
  • Graph.download()
  • Graph.process()
  • Graph.processed_file_names
  • Graph.raw_file_names
• ModelGraphClassification
  • ModelGraphClassification.convert_dataset()
  • ModelGraphClassification.forward()
  • ModelGraphClassification.loss_sup()
  • ModelGraphClassification.self_supervised_loss()
• ModelLinkPrediction
  • ModelLinkPrediction.test()
  • ModelLinkPrediction.train_cl()
  • ModelLinkPrediction.train_test_edges()
• ModelNodeClassification
  • ModelNodeClassification.inference()
  • ModelNodeClassification.loss_sup()
  • ModelNodeClassification.self_supervised_loss()