StableGNN

Contents:

  • stable_gnn package
    • stable_gnn.embedding package
      • stable_gnn.embedding.models package
        • BaseNet
        • ConvolutionsFactory
        • ModelFactory
      • stable_gnn.embedding.sampling package
        • BaseSampler
        • BaseSamplerWithNegative
        • NegativeSampler
        • SamplerAPP
        • SamplerContextMatrix
        • SamplerFactorization
        • SamplerRandomWalk
      • stable_gnn.embedding.unsupervized_loss_models package
        • ContextMatrixModel
        • FactorizationModel
        • Force2VecModel
        • LalplacianEigenMapsModel
        • RandomWalkBasedModel
      • EmbeddingFactory
      • ModelTrainEmbeddings
      • OptunaTrainEmbeddings
    • stable_gnn.pipelines package
    • stable_gnn.visualization package
      • stable_gnn.visualization.config package
        • stable_gnn.visualization.config.parameters package
      • stable_gnn.visualization.constructors package
        • GraphStrengthConstructor
        • HypergraphStrengthConstructor
      • stable_gnn.visualization.contracts package
        • StrengthConstructorContract
      • stable_gnn.visualization.data_generation package
        • GraphGenerator
      • stable_gnn.visualization.equations package
        • c_log_function()
        • common_tangent_radian()
        • calc_direction()
        • calc_edge_center()
        • polar_position()
        • rad_to_deg()
        • safe_div()
        • vector_length()
        • radian_from_atan()
      • stable_gnn.visualization.examples package
      • stable_gnn.visualization.exceptions package
        • CustomException
        • ParamsValidationException
      • stable_gnn.visualization.tests package
      • stable_gnn.visualization.utils package
        • cached()
        • EnumImproved
        • EnumMetaClass
        • fill_strength()
        • frozen_dataclass()
        • reference()
        • ReferenceBase
    • Explain
    • Extrapolate
    • Fair
    • GeomGCN
    • Graph
    • ModelGraphClassification
    • ModelLinkPrediction
    • ModelNodeClassification
StableGNN
  • stable_gnn package
  • stable_gnn.embedding package
  • stable_gnn.embedding.sampling package
  • View page source

stable_gnn.embedding.sampling package

Submodules

  • BaseSampler
    • BaseSampler.sample()
  • BaseSamplerWithNegative
    • BaseSamplerWithNegative.sample()
  • NegativeSampler
    • NegativeSampler.negative_sample()
  • SamplerAPP
    • SamplerAPP.sample()
  • SamplerContextMatrix
  • SamplerFactorization
    • SamplerFactorization.sample()
  • SamplerRandomWalk
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