Package oracle.pgx.config.mllib

Class GraphWiseDgiLayerConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWiseDgiLayerConfig

All Implemented Interfaces:

GraphWiseEmbeddingConfig

public class GraphWiseDgiLayerConfig
extends java.lang.Object
implements GraphWiseEmbeddingConfig

Configuration class for DGI layers. See oracle.pgx.api.mllib.DgiLayerConfigBuilder for a description of the hyperparameters.

Since:

21.2

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	GraphWiseDgiLayerConfig.Discriminator
static class	GraphWiseDgiLayerConfig.ReadoutFunction

Nested classes/interfaces inherited from interface oracle.pgx.config.mllib.GraphWiseEmbeddingConfig

GraphWiseEmbeddingConfig.EmbeddingType

Field Summary

Fields

Modifier and Type	Field	Description
static CorruptionFunction	DEFAULT_CORRUPTION_FUNCTION	CorruptionFunction#PERMUTATION
static GraphWiseDgiLayerConfig.Discriminator	DEFAULT_DISCRIMINATOR	GraphWiseDgiLayerConfig.Discriminator.BILINEAR
static GraphWiseDgiLayerConfig.ReadoutFunction	DEFAULT_READOUT_FUNCTION	GraphWiseDgiLayerConfig.ReadoutFunction.MEAN

Constructor Summary

Constructors

Constructor	Description
GraphWiseDgiLayerConfig()

Method Summary

Modifier and Type	Method	Description
CorruptionFunction	getCorruptionFunction()
GraphWiseDgiLayerConfig.Discriminator	getDiscriminator()
GraphWiseEmbeddingConfig.EmbeddingType	getEmbeddingType()
GraphWiseDgiLayerConfig.ReadoutFunction	getReadoutFunction()
void	setCorruptionFunction(CorruptionFunction corruptionFunction)
void	setDiscriminator(GraphWiseDgiLayerConfig.Discriminator discriminator)
void	setReadoutFunction(GraphWiseDgiLayerConfig.ReadoutFunction readoutFunction)

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_CORRUPTION_FUNCTION

public static final CorruptionFunction DEFAULT_CORRUPTION_FUNCTION

CorruptionFunction#PERMUTATION

DEFAULT_READOUT_FUNCTION

public static final GraphWiseDgiLayerConfig.ReadoutFunction DEFAULT_READOUT_FUNCTION

GraphWiseDgiLayerConfig.ReadoutFunction.MEAN

DEFAULT_DISCRIMINATOR

public static final GraphWiseDgiLayerConfig.Discriminator DEFAULT_DISCRIMINATOR

GraphWiseDgiLayerConfig.Discriminator.BILINEAR

Constructor Detail

GraphWiseDgiLayerConfig

public GraphWiseDgiLayerConfig()

Method Detail

getEmbeddingType

public GraphWiseEmbeddingConfig.EmbeddingType getEmbeddingType()

Specified by:

getEmbeddingType in interface GraphWiseEmbeddingConfig

getCorruptionFunction

public CorruptionFunction getCorruptionFunction()

setCorruptionFunction

public void setCorruptionFunction(CorruptionFunction corruptionFunction)

getReadoutFunction

public GraphWiseDgiLayerConfig.ReadoutFunction getReadoutFunction()

setReadoutFunction

public void setReadoutFunction(GraphWiseDgiLayerConfig.ReadoutFunction readoutFunction)

getDiscriminator

public GraphWiseDgiLayerConfig.Discriminator getDiscriminator()

setDiscriminator

public void setDiscriminator(GraphWiseDgiLayerConfig.Discriminator discriminator)