Package oracle.pgx.api.mllib

Class UnsupervisedGraphWiseModelBuilder

java.lang.Object

oracle.pgx.api.mllib.WiseModelBuilder<Config,Self>

oracle.pgx.api.mllib.GraphWiseModelBuilder<UnsupervisedGraphWiseModel,UnsupervisedGraphWiseModelConfig,UnsupervisedGraphWiseModelBuilder>

oracle.pgx.api.mllib.UnsupervisedGraphWiseModelBuilder

public class UnsupervisedGraphWiseModelBuilder
extends GraphWiseModelBuilder<UnsupervisedGraphWiseModel,UnsupervisedGraphWiseModelConfig,UnsupervisedGraphWiseModelBuilder>

Builder for UnsupervisedGraphWiseModel The builder can be used to set the configuration of the model and create the model object.

Since:

21.2

Constructor Summary

Constructors

Constructor	Description
UnsupervisedGraphWiseModelBuilder(PgxSession session, oracle.pgx.api.internal.Core core, java.util.function.Supplier<java.lang.String> keystorePathSupplier, java.util.function.Supplier<char[]> keystorePasswordSupplier, java.util.function.BiFunction<PgxSession,oracle.pgx.api.internal.Graph,PgxGraph> graphConstructor)

Method Summary

Modifier and Type	Method	Description
UnsupervisedGraphWiseModel	build()	Builds the UnsupervisedGraphWise model with the specified parameters.
UnsupervisedGraphWiseModelBuilder	setEmbeddingConfig(GraphWiseEmbeddingConfig embeddingConfig)	Set the embedding configuration (See GraphWiseEmbeddingConfig.
UnsupervisedGraphWiseModelBuilder	setLossFunction(UnsupervisedGraphWiseModelConfig.LossFunction lossFunction)	Sets the loss function for the algorithm.

Methods inherited from class oracle.pgx.api.mllib.GraphWiseModelBuilder

setTargetVertexLabels, setTargetVertexLabels

Methods inherited from class oracle.pgx.api.mllib.WiseModelBuilder

setBatchSize, setConvLayerConfigs, setEdgeInputPropertyConfigs, setEdgeInputPropertyNames, setEdgeInputPropertyNames, setEmbeddingDim, setEnableAccelerator, setLearningRate, setNormalize, setNumEpochs, setSeed, setShuffle, setStandardize, setValidationConfig, setVertexInputPropertyConfigs, setVertexInputPropertyNames, setVertexInputPropertyNames, setWeightDecay

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

UnsupervisedGraphWiseModelBuilder

public UnsupervisedGraphWiseModelBuilder(PgxSession session,
                                         oracle.pgx.api.internal.Core core,
                                         java.util.function.Supplier<java.lang.String> keystorePathSupplier,
                                         java.util.function.Supplier<char[]> keystorePasswordSupplier,
                                         java.util.function.BiFunction<PgxSession,oracle.pgx.api.internal.Graph,PgxGraph> graphConstructor)

Method Detail

setEmbeddingConfig

public UnsupervisedGraphWiseModelBuilder setEmbeddingConfig(GraphWiseEmbeddingConfig embeddingConfig)

Set the embedding configuration (See GraphWiseEmbeddingConfig.

default: UnsupervisedGraphWiseModelConfig.DEFAULT_DGI_LAYER_CONFIG

Parameters:

layerConfig - layer configs

Returns:

this

Since:

23.2

setLossFunction

public UnsupervisedGraphWiseModelBuilder setLossFunction(UnsupervisedGraphWiseModelConfig.LossFunction lossFunction)

Sets the loss function for the algorithm. See UnsupervisedGraphWiseModelConfig.LossFunction

default: UnsupervisedGraphWiseModelConfig.LossFunction.SIGMOID_CROSS_ENTROPY

Parameters:

lossFunction - loss function

Returns:

this

Since:

21.2

build

public UnsupervisedGraphWiseModel build()
                                 throws java.lang.InterruptedException,
                                        java.util.concurrent.ExecutionException

Builds the UnsupervisedGraphWise model with the specified parameters.

Specified by:

build in class GraphWiseModelBuilder<UnsupervisedGraphWiseModel,UnsupervisedGraphWiseModelConfig,UnsupervisedGraphWiseModelBuilder>

Returns:

UnsupervisedGraphWise model

Throws:

java.lang.InterruptedException

java.util.concurrent.ExecutionException

Since:

21.2