stable_gnn.embedding package

Subpackages

• stable_gnn.embedding.models package
  • Submodules
    • BaseNet
      • BaseNet.forward()
      • BaseNet.inference()
      • BaseNet.loss()
      • BaseNet.reset_parameters()
    • ConvolutionsFactory
      • ConvolutionsFactory.build_convolutions()
    • ModelFactory
      • ModelFactory.build_model()
• stable_gnn.embedding.sampling package
  • Submodules
    • BaseSampler
      • BaseSampler.sample()
    • BaseSamplerWithNegative
      • BaseSamplerWithNegative.sample()
    • NegativeSampler
      • NegativeSampler.negative_sample()
    • SamplerAPP
      • SamplerAPP.sample()
    • SamplerContextMatrix
    • SamplerFactorization
      • SamplerFactorization.sample()
    • SamplerRandomWalk
• stable_gnn.embedding.unsupervized_loss_models package
  • Submodules
    • ContextMatrixModel
      • ContextMatrixModel.loss()
    • FactorizationModel
      • FactorizationModel.loss()
    • Force2VecModel
      • Force2VecModel.loss()
    • LalplacianEigenMapsModel
      • LalplacianEigenMapsModel.loss()
    • RandomWalkBasedModel
      • RandomWalkBasedModel.loss()

Submodules

• EmbeddingFactory
  • EmbeddingFactory.build_embeddings()
• ModelTrainEmbeddings
  • ModelTrainEmbeddings.run()
• OptunaTrainEmbeddings
  • OptunaTrainEmbeddings.run()