oracle.pgx.config.mllib

Class GraphWiseDgiLayerConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWiseDgiLayerConfig

public class GraphWiseDgiLayerConfig
extends java.lang.Object

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 and Description
static class	GraphWiseDgiLayerConfig.Discriminator
static class	GraphWiseDgiLayerConfig.ReadoutFunction

Field Summary

Fields

Modifier and Type	Field and 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 and Description
GraphWiseDgiLayerConfig()

Method Summary

Modifier and Type	Method and Description
CorruptionFunction	getCorruptionFunction()
GraphWiseDgiLayerConfig.Discriminator	getDiscriminator()
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_DISCRIMINATOR

public static final GraphWiseDgiLayerConfig.Discriminator DEFAULT_DISCRIMINATOR

GraphWiseDgiLayerConfig.Discriminator.BILINEAR

DEFAULT_READOUT_FUNCTION

public static final GraphWiseDgiLayerConfig.ReadoutFunction DEFAULT_READOUT_FUNCTION

GraphWiseDgiLayerConfig.ReadoutFunction.MEAN

Constructor Detail

GraphWiseDgiLayerConfig

public GraphWiseDgiLayerConfig()

Method Detail

getCorruptionFunction

public CorruptionFunction getCorruptionFunction()

getDiscriminator

public GraphWiseDgiLayerConfig.Discriminator getDiscriminator()

getReadoutFunction

public GraphWiseDgiLayerConfig.ReadoutFunction getReadoutFunction()

setCorruptionFunction

public void setCorruptionFunction(CorruptionFunction corruptionFunction)

setDiscriminator

public void setDiscriminator(GraphWiseDgiLayerConfig.Discriminator discriminator)

setReadoutFunction

public void setReadoutFunction(GraphWiseDgiLayerConfig.ReadoutFunction readoutFunction)