oracle.pgx.config.mllib

Class GraphWiseConvLayerConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWiseConvLayerConfig

public class GraphWiseConvLayerConfig
extends java.lang.Object

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

Since:

19.4

Field Summary

Fields

Modifier and Type	Field and Description
static ActivationFunction	DEFAULT_ACTIVATION_FUNCTION ActivationFunction.RELU
static double	DEFAULT_DROPOUT_RATE 0.
static java.lang.String	DEFAULT_NEIGHBOR_WEIGHT_PROPERTY_NAME null
static int	DEFAULT_NUM_SAMPLED_NEIGHBORS 10
static WeightInitScheme	DEFAULT_WEIGHT_INIT_SCHEME WeightInitScheme.XAVIER_UNIFORM

Constructor Summary

Constructors

Constructor and Description
GraphWiseConvLayerConfig()

Method Summary

Modifier and Type	Method and Description
ActivationFunction	getActivationFunction()
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	setWeightedAggregationProperty(java.lang.String neighborWeightPropertyName)
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_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

DEFAULT_NEIGHBOR_WEIGHT_PROPERTY_NAME

public static final java.lang.String DEFAULT_NEIGHBOR_WEIGHT_PROPERTY_NAME

null

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

Constructor Detail

GraphWiseConvLayerConfig

public GraphWiseConvLayerConfig()

Method Detail

getActivationFunction

public ActivationFunction getActivationFunction()

getDropoutRate

public double getDropoutRate()

getEdgeToEdgeConnection

public java.lang.Boolean getEdgeToEdgeConnection()

getEdgeToVertexConnection

public java.lang.Boolean getEdgeToVertexConnection()

getNeighborWeightPropertyName

public java.lang.String getNeighborWeightPropertyName()

getNumSampledNeighbors

public int getNumSampledNeighbors()

getVertexToEdgeConnection

public java.lang.Boolean getVertexToEdgeConnection()

getVertexToVertexConnection

public java.lang.Boolean getVertexToVertexConnection()

getWeightInitScheme

public WeightInitScheme getWeightInitScheme()

setActivationFunction

public void setActivationFunction(ActivationFunction activationFunction)

setDropoutRate

public void setDropoutRate(double dropoutRate)

setNumSampledNeighbors

public void setNumSampledNeighbors(int numSampledNeighbors)

setWeightedAggregationProperty

public void setWeightedAggregationProperty(java.lang.String neighborWeightPropertyName)

setWeightInitScheme

public void setWeightInitScheme(WeightInitScheme weightInitScheme)

useEdgeToEdgeConnection

public void useEdgeToEdgeConnection(boolean edgeToEdgeConnection)

useEdgeToVertexConnection

public void useEdgeToVertexConnection(boolean edgeToVertexConnection)

useVertexToEdgeConnection

public void useVertexToEdgeConnection(boolean vertexToEdgeConnection)

useVertexToVertexConnection

public void useVertexToVertexConnection(boolean vertexToVertexConnection)