oracle.pgx.config.mllib

Class Pg2vecModelConfig

java.lang.Object

oracle.pgx.config.mllib.Pg2vecModelConfig

All Implemented Interfaces:

BaseModelConfig

public class Pg2vecModelConfig
extends java.lang.Object
implements BaseModelConfig

Constructor Summary

Constructors

Constructor and Description
Pg2vecModelConfig()
Pg2vecModelConfig(int walkLength, int walksPerVertex, int minWordFrequency, int batchSize, int numEpochs, int layerSize, double learningRate, double minLearningRate, int windowSize, java.util.Collection<java.lang.String> vertexPropertyNames, java.lang.String graphLetIdName, PropertyType graphIdPropertyType, java.lang.Double trainingLoss, double validationFraction, boolean useGraphletSize, java.lang.Long seed, boolean shuffle, java.lang.String graphletSizePropertyName)

Method Summary

Modifier and Type	Method and Description
int	getBatchSize() Gets the batch size
PropertyType	getGraphIdPropertyType()
java.lang.String	getGraphLetIdPropertyName()
java.lang.String	getGraphletSizePropertyName()
int	getLayerSize()
double	getLearningRate()
java.lang.Double	getLoss()
double	getMinLearningRate()
int	getMinWordFrequency()
int	getNumEpochs() Gets the number of epochs to train the model
java.lang.Long	getSeed() Gets the random seed
java.lang.Boolean	getUseGraphletSize()
double	getValidationFraction() Deprecated.
java.util.Collection<java.lang.String>	getVertexPropertyNames()
int	getWalkLength()
int	getWalksPerVertex()
int	getWindowSize()
boolean	isShuffle() Gets whether the model will shuffle or not
void	setBatchSize(int batchSize)
void	setGraphIdPropertyType(PropertyType graphIdPropertyType)
void	setGraphLetIdPropertyName(java.lang.String graphLetIdName)
void	setGraphletSizePropertyName(java.lang.String graphletSizePropertyName)
void	setLayerSize(int layerSize)
void	setLearningRate(double learningRate)
void	setLoss(java.lang.Double trainingLoss) Sets the loss after training
void	setMinLearningRate(double minLearningRate)
void	setMinWordFrequency(int minWordFrequency)
void	setNumEpochs(int numEpochs)
void	setSeed(java.lang.Long seed)
void	setShuffle(boolean shuffle)
void	setUseGraphletSize(java.lang.Boolean useGraphletSize)
void	setValidationFraction(double validationFraction) Deprecated.
void	setVertexPropertyNames(java.util.Collection<java.lang.String> vertexPropertyNames)
void	setWalkLength(int walkLength)
void	setWalksPerVertex(int walksPerVertex)
void	setWindowSize(int windowSize)

Methods inherited from class java.lang.Object

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

Constructor Detail

Pg2vecModelConfig

public Pg2vecModelConfig()

Pg2vecModelConfig

public Pg2vecModelConfig(int walkLength,
                         int walksPerVertex,
                         int minWordFrequency,
                         int batchSize,
                         int numEpochs,
                         int layerSize,
                         double learningRate,
                         double minLearningRate,
                         int windowSize,
                         java.util.Collection<java.lang.String> vertexPropertyNames,
                         java.lang.String graphLetIdName,
                         PropertyType graphIdPropertyType,
                         java.lang.Double trainingLoss,
                         double validationFraction,
                         boolean useGraphletSize,
                         java.lang.Long seed,
                         boolean shuffle,
                         java.lang.String graphletSizePropertyName)

Method Detail

getBatchSize

public int getBatchSize()

Description copied from interface: BaseModelConfig

Gets the batch size

Specified by:

getBatchSize in interface BaseModelConfig

Returns:

batch size

getGraphIdPropertyType

public PropertyType getGraphIdPropertyType()

getGraphLetIdPropertyName

public java.lang.String getGraphLetIdPropertyName()

getGraphletSizePropertyName

public java.lang.String getGraphletSizePropertyName()

getLayerSize

public int getLayerSize()

getLearningRate

public double getLearningRate()

getLoss

public java.lang.Double getLoss()

getMinLearningRate

public double getMinLearningRate()

getMinWordFrequency

public int getMinWordFrequency()

getNumEpochs

public int getNumEpochs()

Description copied from interface: BaseModelConfig

Gets the number of epochs to train the model

Specified by:

getNumEpochs in interface BaseModelConfig

Returns:

number of epochs to train the model

getSeed

public java.lang.Long getSeed()

Description copied from interface: BaseModelConfig

Gets the random seed

Specified by:

getSeed in interface BaseModelConfig

Returns:

random seed

getUseGraphletSize

public java.lang.Boolean getUseGraphletSize()

getValidationFraction

@Deprecated
public double getValidationFraction()

Deprecated.

getVertexPropertyNames

public java.util.Collection<java.lang.String> getVertexPropertyNames()

getWalkLength

public int getWalkLength()

getWalksPerVertex

public int getWalksPerVertex()

getWindowSize

public int getWindowSize()

isShuffle

public boolean isShuffle()

Description copied from interface: BaseModelConfig

Gets whether the model will shuffle or not

Specified by:

isShuffle in interface BaseModelConfig

Returns:

whether the model will shuffle or not

setBatchSize

public void setBatchSize(int batchSize)

setGraphIdPropertyType

public void setGraphIdPropertyType(PropertyType graphIdPropertyType)

setGraphLetIdPropertyName

public void setGraphLetIdPropertyName(java.lang.String graphLetIdName)

setGraphletSizePropertyName

public void setGraphletSizePropertyName(java.lang.String graphletSizePropertyName)

setLayerSize

public void setLayerSize(int layerSize)

setLearningRate

public void setLearningRate(double learningRate)

setLoss

public void setLoss(java.lang.Double trainingLoss)

Description copied from interface: BaseModelConfig

Sets the loss after training

Specified by:

setLoss in interface BaseModelConfig

Parameters:

trainingLoss - the value of the training loss

setMinLearningRate

public void setMinLearningRate(double minLearningRate)

setMinWordFrequency

public void setMinWordFrequency(int minWordFrequency)

setNumEpochs

public void setNumEpochs(int numEpochs)

setSeed

public void setSeed(java.lang.Long seed)

setShuffle

public void setShuffle(boolean shuffle)

setUseGraphletSize

public void setUseGraphletSize(java.lang.Boolean useGraphletSize)

setValidationFraction

@Deprecated
public void setValidationFraction(double validationFraction)

Deprecated.

setVertexPropertyNames

public void setVertexPropertyNames(java.util.Collection<java.lang.String> vertexPropertyNames)

setWalkLength

public void setWalkLength(int walkLength)

setWalksPerVertex

public void setWalksPerVertex(int walksPerVertex)

setWindowSize

public void setWindowSize(int windowSize)