Package oracle.pgx.config.mllib
This package contains APIs to all graph machine learning features of PGX.
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Interface Summary Interface Description BaseModelConfig Abstract base configuration class for all modelsGraphWiseEmbeddingConfig Configuration for the embedding configuration used by an Unsupervised graphwise model to fit. -
Class Summary Class Description DbModelLoadingConfiguration DbModelRepositoryConfiguration DbModelStoringConfiguration DeepWalkModelConfig EdgeWiseModelConfig Abstract configuration class for EdgeWise modelsFileModelLoadingConfiguration FileModelStoringConfiguration GraphWiseAttentionLayerConfig Configuration class for GraphWise attention layers.GraphWiseBaseConvLayerConfig Configuration class for GraphWise convolutional layers.GraphWiseBaseModelConfig Abstract base configuration class for both GraphWise and EdgeWise modelsGraphWiseConvLayerConfig Configuration class for GraphWise convolutional layers.GraphWiseDgiLayerConfig Configuration class for DGI layers.GraphWiseDominantLayerConfig Configuration class for Dominant layers.GraphWiseModelConfig Abstract configuration class for GraphWise modelsGraphWisePredictionLayerConfig Configuration class for GraphWise prediction layers.GraphWiseValidationConfig Configuration class for validation during training of GraphWise models.LabelMaps This class is used so that we can store type information of the maps during serializationModelLoadingConfiguration ModelRepositoryConfiguration ModelStoringConfiguration Pg2vecModelConfig SupervisedEdgeWiseModelConfig Configuration class forSupervisedEdgeWiseModel.SupervisedGraphWiseModelConfig Configuration class forSupervisedGraphWiseModel.UnsupervisedEdgeWiseModelConfig Configuration class forUnsupervisedEdgeWiseModel.UnsupervisedGraphWiseModelConfig Configuration class forUnsupervisedGraphWiseModel. -
Enum Summary Enum Description ActivationFunction Activation functionsAggregationOperation Aggregation operations Used to specify head aggregation method in GraphWiseAttentionLayerEdgeWiseModelConfig.EdgeWiseConvModelVariant EvaluationFrequencyScale EvaluationFrequencyScale Used to specify evaluation frequency during validationGraphWiseBaseConvLayerConfig.ConvLayerType GraphWiseBaseModelConfig.Backend GraphWiseDgiLayerConfig.Discriminator GraphWiseDgiLayerConfig.ReadoutFunction GraphWiseEmbeddingConfig.EmbeddingType GraphWiseModelConfig.GraphConvModelVariant ModelDatasource Enumeration for in what kind of datastore the models can be storedModelKind Enumeration for the different models we have implemented.UnsupervisedEdgeWiseModelConfig.LossFunction UnsupervisedGraphWiseModelConfig.LossFunction WeightInitScheme Initialization scheme used for weights