Package oracle.pgx.config.mllib

Class GraphWiseBaseConvLayerConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWiseBaseConvLayerConfig

Direct Known Subclasses:

GraphWiseAttentionLayerConfig, GraphWiseConvLayerConfig

public abstract class GraphWiseBaseConvLayerConfig
extends java.lang.Object

Configuration class for GraphWise convolutional layers. See GraphWiseBaseConvLayerConfigBuilder for a description of the hyperparameters.

Since:

23.3

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	GraphWiseBaseConvLayerConfig.ConvLayerType

Field Summary

Fields

Modifier and Type	Field	Description
static ActivationFunction	DEFAULT_ACTIVATION_FUNCTION	ActivationFunction.RELU
static double	DEFAULT_DROPOUT_RATE	0.
static int	DEFAULT_NUM_SAMPLED_NEIGHBORS	10
static WeightInitScheme	DEFAULT_WEIGHT_INIT_SCHEME	WeightInitScheme.XAVIER_UNIFORM

Method Summary

Modifier and Type	Method	Description
ActivationFunction	getActivationFunction()
GraphWiseBaseConvLayerConfig.ConvLayerType	getConvLayerType()
double	getDropoutRate()
java.lang.Boolean	getEdgeToEdgeConnection()
java.lang.Boolean	getEdgeToVertexConnection()
java.lang.String	getNeighborWeightPropertyName()
int	getNumSampledNeighbors()
java.lang.Boolean	getVertexToEdgeConnection()
java.lang.Boolean	getVertexToVertexConnection()
WeightInitScheme	getWeightInitScheme()
void	setActivationFunction(ActivationFunction activationFunction)
void	setDropoutRate(double dropoutRate)
void	setNumSampledNeighbors(int numSampledNeighbors)
void	setWeightInitScheme(WeightInitScheme weightInitScheme)
void	useEdgeToEdgeConnection(boolean edgeToEdgeConnection)
void	useEdgeToVertexConnection(boolean edgeToVertexConnection)
void	useVertexToEdgeConnection(boolean vertexToEdgeConnection)
void	useVertexToVertexConnection(boolean vertexToVertexConnection)

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_NUM_SAMPLED_NEIGHBORS

public static final int DEFAULT_NUM_SAMPLED_NEIGHBORS

10

See Also:

Constant Field Values

DEFAULT_WEIGHT_INIT_SCHEME

public static final WeightInitScheme DEFAULT_WEIGHT_INIT_SCHEME

WeightInitScheme.XAVIER_UNIFORM

DEFAULT_ACTIVATION_FUNCTION

public static final ActivationFunction DEFAULT_ACTIVATION_FUNCTION

ActivationFunction.RELU

DEFAULT_DROPOUT_RATE

public static final double DEFAULT_DROPOUT_RATE

0.

See Also:

Constant Field Values

Method Detail

getConvLayerType

public GraphWiseBaseConvLayerConfig.ConvLayerType getConvLayerType()

getNumSampledNeighbors

public int getNumSampledNeighbors()

setNumSampledNeighbors

public void setNumSampledNeighbors(int numSampledNeighbors)

getActivationFunction

public ActivationFunction getActivationFunction()

setActivationFunction

public void setActivationFunction(ActivationFunction activationFunction)

getWeightInitScheme

public WeightInitScheme getWeightInitScheme()

setWeightInitScheme

public void setWeightInitScheme(WeightInitScheme weightInitScheme)

getDropoutRate

public double getDropoutRate()

setDropoutRate

public void setDropoutRate(double dropoutRate)

getVertexToEdgeConnection

public java.lang.Boolean getVertexToEdgeConnection()

useVertexToEdgeConnection

public void useVertexToEdgeConnection(boolean vertexToEdgeConnection)

getVertexToVertexConnection

public java.lang.Boolean getVertexToVertexConnection()

useVertexToVertexConnection

public void useVertexToVertexConnection(boolean vertexToVertexConnection)

getEdgeToVertexConnection

public java.lang.Boolean getEdgeToVertexConnection()

useEdgeToVertexConnection

public void useEdgeToVertexConnection(boolean edgeToVertexConnection)

getEdgeToEdgeConnection

public java.lang.Boolean getEdgeToEdgeConnection()

useEdgeToEdgeConnection

public void useEdgeToEdgeConnection(boolean edgeToEdgeConnection)

getNeighborWeightPropertyName

public java.lang.String getNeighborWeightPropertyName()