oracle.pgx.config.mllib

Class DeepWalkModelConfig

java.lang.Object

oracle.pgx.config.mllib.DeepWalkModelConfig

public class DeepWalkModelConfig
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
DeepWalkModelConfig()
DeepWalkModelConfig(int minWordFrequency, int batchSize, int numEpochs, int layerSize, double learningRate, double minLearningRate, int windowSize, int walkLength, int walksPerVertex, double sampleRate, int negativeSample, java.lang.Double trainingLoss, double validationFraction, PropertyType vertexIdPropertyType, java.lang.Long seed, boolean shuffle)

Method Summary

Modifier and Type	Method and Description
int	getBatchSize()
int	getLayerSize()
double	getLearningRate()
java.lang.Double	getLoss()
double	getMinLearningRate()
int	getMinWordFrequency()
int	getNegativeSample()
int	getNumEpochs()
double	getSampleRate()
java.lang.Long	getSeed()
double	getValidationFraction()
PropertyType	getVertexIdPropertyType()
int	getWalkLength()
int	getWalksPerVertex()
int	getWindowSize()
boolean	isIgnoreIsolated()
boolean	isShuffle()
void	setBatchSize(int batchSize)
void	setIgnoreIsolated(boolean ignoreIsolated)
void	setLayerSize(int layerSize)
void	setLearningRate(double learningRate)
void	setLoss(java.lang.Double trainingLoss)
void	setMinLearningRate(double minLearningRate)
void	setMinWordFrequency(int minWordFrequency)
void	setNegativeSample(int negativeSample)
void	setNumEpochs(int numEpochs)
void	setSampleRate(double sampleRate)
void	setSeed(java.lang.Long seed)
void	setShuffle(boolean shuffle)
void	setValidationFraction(double validationFraction)
void	setVertexIdPropertyType(PropertyType vertexIdPropertyType)
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

DeepWalkModelConfig

public DeepWalkModelConfig()

DeepWalkModelConfig

public DeepWalkModelConfig(int minWordFrequency,
                           int batchSize,
                           int numEpochs,
                           int layerSize,
                           double learningRate,
                           double minLearningRate,
                           int windowSize,
                           int walkLength,
                           int walksPerVertex,
                           double sampleRate,
                           int negativeSample,
                           java.lang.Double trainingLoss,
                           double validationFraction,
                           PropertyType vertexIdPropertyType,
                           java.lang.Long seed,
                           boolean shuffle)

Method Detail

getBatchSize

public int getBatchSize()

getLayerSize

public int getLayerSize()

getLearningRate

public double getLearningRate()

getLoss

public java.lang.Double getLoss()

getMinLearningRate

public double getMinLearningRate()

getMinWordFrequency

public int getMinWordFrequency()

getNegativeSample

public int getNegativeSample()

getNumEpochs

public int getNumEpochs()

getSampleRate

public double getSampleRate()

getSeed

public java.lang.Long getSeed()

getValidationFraction

public double getValidationFraction()

getVertexIdPropertyType

public PropertyType getVertexIdPropertyType()

getWalkLength

public int getWalkLength()

getWalksPerVertex

public int getWalksPerVertex()

getWindowSize

public int getWindowSize()

isIgnoreIsolated

public boolean isIgnoreIsolated()

isShuffle

public boolean isShuffle()

setBatchSize

public void setBatchSize(int batchSize)

setIgnoreIsolated

public void setIgnoreIsolated(boolean ignoreIsolated)

setLayerSize

public void setLayerSize(int layerSize)

setLearningRate

public void setLearningRate(double learningRate)

setLoss

public void setLoss(java.lang.Double trainingLoss)

setMinLearningRate

public void setMinLearningRate(double minLearningRate)

setMinWordFrequency

public void setMinWordFrequency(int minWordFrequency)

setNegativeSample

public void setNegativeSample(int negativeSample)

setNumEpochs

public void setNumEpochs(int numEpochs)

setSampleRate

public void setSampleRate(double sampleRate)

setSeed

public void setSeed(java.lang.Long seed)

setShuffle

public void setShuffle(boolean shuffle)

setValidationFraction

public void setValidationFraction(double validationFraction)

setVertexIdPropertyType

public void setVertexIdPropertyType(PropertyType vertexIdPropertyType)

setWalkLength

public void setWalkLength(int walkLength)

setWalksPerVertex

public void setWalksPerVertex(int walksPerVertex)

setWindowSize

public void setWindowSize(int windowSize)