org.deeplearning4j.spark.models.embeddings.glove

Class GloveChange

java.lang.Object

org.deeplearning4j.spark.models.embeddings.glove.GloveChange

All Implemented Interfaces:

java.io.Serializable

public class GloveChange
extends java.lang.Object
implements java.io.Serializable

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
GloveChange(VocabWord w1, VocabWord w2, org.nd4j.linalg.api.ndarray.INDArray w1Update, org.nd4j.linalg.api.ndarray.INDArray w2Update, double w1BiasUpdate, double w2BiasUpdate, double error, org.nd4j.linalg.api.ndarray.INDArray w1History, org.nd4j.linalg.api.ndarray.INDArray w2History, double w1BiasHistory, double w2BiasHistory)

Method Summary

Modifier and Type	Method and Description
void	apply(GloveWeightLookupTable table) Apply the changes to the table
double	getError()
VocabWord	getW1()
double	getW1BiasHistory()
double	getW1BiasUpdate()
org.nd4j.linalg.api.ndarray.INDArray	getW1History()
org.nd4j.linalg.api.ndarray.INDArray	getW1Update()
VocabWord	getW2()
double	getW2BiasHistory()
double	getW2BiasUpdate()
org.nd4j.linalg.api.ndarray.INDArray	getW2History()
org.nd4j.linalg.api.ndarray.INDArray	getW2Update()
void	setError(double error)
void	setW1(VocabWord w1)
void	setW1BiasHistory(double w1BiasHistory)
void	setW1BiasUpdate(double w1BiasUpdate)
void	setW1History(org.nd4j.linalg.api.ndarray.INDArray w1History)
void	setW1Update(org.nd4j.linalg.api.ndarray.INDArray w1Update)
void	setW2(VocabWord w2)
void	setW2BiasHistory(double w2BiasHistory)
void	setW2BiasUpdate(double w2BiasUpdate)
void	setW2History(org.nd4j.linalg.api.ndarray.INDArray w2History)
void	setW2Update(org.nd4j.linalg.api.ndarray.INDArray w2Update)
java.lang.String	toString()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

GloveChange

public GloveChange(VocabWord w1,
                   VocabWord w2,
                   org.nd4j.linalg.api.ndarray.INDArray w1Update,
                   org.nd4j.linalg.api.ndarray.INDArray w2Update,
                   double w1BiasUpdate,
                   double w2BiasUpdate,
                   double error,
                   org.nd4j.linalg.api.ndarray.INDArray w1History,
                   org.nd4j.linalg.api.ndarray.INDArray w2History,
                   double w1BiasHistory,
                   double w2BiasHistory)

Method Detail

apply

public void apply(GloveWeightLookupTable table)

Apply the changes to the table

Parameters:

table -

getW1History

public org.nd4j.linalg.api.ndarray.INDArray getW1History()

setW1History

public void setW1History(org.nd4j.linalg.api.ndarray.INDArray w1History)

getW2History

public org.nd4j.linalg.api.ndarray.INDArray getW2History()

setW2History

public void setW2History(org.nd4j.linalg.api.ndarray.INDArray w2History)

getW1BiasHistory

public double getW1BiasHistory()

setW1BiasHistory

public void setW1BiasHistory(double w1BiasHistory)

getW2BiasHistory

public double getW2BiasHistory()

setW2BiasHistory

public void setW2BiasHistory(double w2BiasHistory)

getW1

public VocabWord getW1()

setW1

public void setW1(VocabWord w1)

getW2

public VocabWord getW2()

setW2

public void setW2(VocabWord w2)

getW1Update

public org.nd4j.linalg.api.ndarray.INDArray getW1Update()

setW1Update

public void setW1Update(org.nd4j.linalg.api.ndarray.INDArray w1Update)

getW2Update

public org.nd4j.linalg.api.ndarray.INDArray getW2Update()

setW2Update

public void setW2Update(org.nd4j.linalg.api.ndarray.INDArray w2Update)

getW1BiasUpdate

public double getW1BiasUpdate()

setW1BiasUpdate

public void setW1BiasUpdate(double w1BiasUpdate)

getW2BiasUpdate

public double getW2BiasUpdate()

setW2BiasUpdate

public void setW2BiasUpdate(double w2BiasUpdate)

getError

public double getError()

setError

public void setError(double error)

toString

public java.lang.String toString()

Overrides:

toString in class java.lang.Object