Package oracle.pgx.config.mllib

Class GraphWiseConvLayerConfig

java.lang.Object

oracle.pgx.config.mllib.GraphWiseBaseConvLayerConfig

oracle.pgx.config.mllib.GraphWiseConvLayerConfig

public class GraphWiseConvLayerConfig
extends GraphWiseBaseConvLayerConfig

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

Since:

19.4

Nested Class Summary

Nested classes/interfaces inherited from class oracle.pgx.config.mllib.GraphWiseBaseConvLayerConfig

GraphWiseBaseConvLayerConfig.ConvLayerType

Field Summary

Fields

Modifier and Type	Field	Description
static java.lang.String	DEFAULT_NEIGHBOR_WEIGHT_PROPERTY_NAME	null

Fields inherited from class oracle.pgx.config.mllib.GraphWiseBaseConvLayerConfig

DEFAULT_ACTIVATION_FUNCTION, DEFAULT_DROPOUT_RATE, DEFAULT_NUM_SAMPLED_NEIGHBORS, DEFAULT_WEIGHT_INIT_SCHEME

Constructor Summary

Constructors

Constructor	Description
GraphWiseConvLayerConfig()
GraphWiseConvLayerConfig(GraphWiseConvLayerConfig source)

Method Summary

Modifier and Type	Method	Description
java.lang.String	getNeighborWeightPropertyName()
void	setWeightedAggregationProperty(java.lang.String neighborWeightPropertyName)

Methods inherited from class oracle.pgx.config.mllib.GraphWiseBaseConvLayerConfig

getActivationFunction, getConvLayerType, getDropoutRate, getEdgeToEdgeConnection, getEdgeToVertexConnection, getNumSampledNeighbors, getVertexToEdgeConnection, getVertexToVertexConnection, getWeightInitScheme, setActivationFunction, setDropoutRate, setNumSampledNeighbors, setWeightInitScheme, useEdgeToEdgeConnection, useEdgeToVertexConnection, useVertexToEdgeConnection, useVertexToVertexConnection

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_NEIGHBOR_WEIGHT_PROPERTY_NAME

public static final java.lang.String DEFAULT_NEIGHBOR_WEIGHT_PROPERTY_NAME

null

Constructor Detail

GraphWiseConvLayerConfig

public GraphWiseConvLayerConfig()

GraphWiseConvLayerConfig

public GraphWiseConvLayerConfig(GraphWiseConvLayerConfig source)

Method Detail

getNeighborWeightPropertyName

public java.lang.String getNeighborWeightPropertyName()

Overrides:

getNeighborWeightPropertyName in class GraphWiseBaseConvLayerConfig

setWeightedAggregationProperty

public void setWeightedAggregationProperty(java.lang.String neighborWeightPropertyName)