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 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()
java.lang.String	getNeighborWeightPropertyName()
int	getNumSampledNeighbors()
WeightInitScheme	getWeightInitScheme()
void	setActivationFunction(ActivationFunction activationFunction)
void	setNumSampledNeighbors(int numSampledNeighbors)
void	setWeightedAggregationProperty(java.lang.String neighborWeightPropertyName)
void	setWeightInitScheme(WeightInitScheme weightInitScheme)

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_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()

getNeighborWeightPropertyName

public java.lang.String getNeighborWeightPropertyName()

getNumSampledNeighbors

public int getNumSampledNeighbors()

getWeightInitScheme

public WeightInitScheme getWeightInitScheme()

setActivationFunction

public void setActivationFunction(ActivationFunction activationFunction)

setNumSampledNeighbors

public void setNumSampledNeighbors(int numSampledNeighbors)

setWeightedAggregationProperty

public void setWeightedAggregationProperty(java.lang.String neighborWeightPropertyName)

setWeightInitScheme

public void setWeightInitScheme(WeightInitScheme weightInitScheme)