Uses of Class
oracle.pgx.config.mllib.loss.LossFunction

Packages that use LossFunction

Package	Description
oracle.pgx.api.mllib	This package contains graph machine learning tools for use with PGX.
oracle.pgx.config.mllib	This package contains APIs to all graph machine learning features of PGX.
oracle.pgx.config.mllib.loss	This package contains classes for loss functions.

Uses of LossFunction in oracle.pgx.api.mllib

Methods in oracle.pgx.api.mllib that return LossFunction

Modifier and Type	Method and Description
LossFunction	SupervisedGraphWiseModel.getLossFunctionClass() Gets the loss function

Methods in oracle.pgx.api.mllib with parameters of type LossFunction

Modifier and Type	Method and Description
SupervisedGraphWiseModelBuilder	SupervisedGraphWiseModelBuilder.setLossFunction(LossFunction lossFunction) Sets the loss function for the algorithm.

Uses of LossFunction in oracle.pgx.config.mllib

Fields in oracle.pgx.config.mllib declared as LossFunction

Modifier and Type	Field and Description
static LossFunction	SupervisedGraphWiseModelConfig.DEFAULT_LOSS_FUNCTION_CLASS SoftmaxCrossEntropyLoss

Methods in oracle.pgx.config.mllib that return LossFunction

Modifier and Type	Method and Description
LossFunction	SupervisedGraphWiseModelConfig.getLossFunctionClass()

Methods in oracle.pgx.config.mllib with parameters of type LossFunction

Modifier and Type	Method and Description
void	SupervisedGraphWiseModelConfig.setLossFunctionClass(LossFunction lossFunction)

Constructors in oracle.pgx.config.mllib with parameters of type LossFunction

Constructor and Description

SupervisedGraphWiseModelConfig(int batchSize, int numEpochs, double learningRate, double weightDecay, int embeddingDim, java.lang.Integer seed, GraphWiseConvLayerConfig[] convLayerConfigs, boolean standardize, boolean shuffle, java.util.List<java.lang.String> vertexInputPropertyNames, java.util.List<java.lang.String> edgeInputPropertyNames, java.util.List<java.util.Set<java.lang.String>> targetVertexLabelSets, boolean fitted, double trainingLoss, int inputFeatureDim, int edgeInputFeatureDim, oracle.pgx.config.mllib.SupervisedGraphWiseModelConfig.LossFunction lossFunction, LossFunction lossFunctionClass, BatchGenerator batchGenerator, GraphWisePredictionLayerConfig[] predictionLayerConfigs, boolean normalize, java.lang.String vertexTargetPropertyName, LabelMaps labelMaps, GraphWiseModelConfig.Backend backend, GraphWiseModelConfig.GraphConvModelVariant variant)

Uses of LossFunction in oracle.pgx.config.mllib.loss

Subclasses of LossFunction in oracle.pgx.config.mllib.loss

Modifier and Type	Class and Description
class	DevNetLoss
class	SigmoidCrossEntropyLoss
class	SoftmaxCrossEntropyLoss