org.deeplearning4j.spark.models.embeddings.word2vec

Class Word2VecPerformerVoid

java.lang.Object

org.deeplearning4j.spark.models.embeddings.word2vec.Word2VecPerformerVoid

All Implemented Interfaces:

Serializable, org.apache.spark.api.java.function.VoidFunction<Pair<List<VocabWord>,AtomicLong>>

Deprecated.

@Deprecated
public class Word2VecPerformerVoid
extends Object
implements org.apache.spark.api.java.function.VoidFunction<Pair<List<VocabWord>,AtomicLong>>

Base line word 2 vec performer

Author:

Adam Gibson

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static String	ADAGRAD Deprecated.
static String	ALPHA Deprecated.
static String	ITERATIONS Deprecated.
static String	MIN_ALPHA Deprecated.
static String	NAME_SPACE Deprecated.
static String	NEGATIVE Deprecated.
static String	NUM_WORDS Deprecated.
static String	TABLE Deprecated.
static String	VECTOR_LENGTH Deprecated.
static String	WINDOW Deprecated.

Constructor Summary

Constructors

Constructor and Description
Word2VecPerformerVoid(org.apache.spark.SparkConf sc, org.apache.spark.broadcast.Broadcast<AtomicLong> wordCount, InMemoryLookupTable weights) Deprecated.

Method Summary

Modifier and Type	Method and Description
void	call(Pair<List<VocabWord>,AtomicLong> pair) Deprecated.
double	getAlpha() Deprecated.
double[]	getExpTable() Deprecated.
int	getIterations() Deprecated.
int	getLastChecked() Deprecated.
static org.slf4j.Logger	getLog() Deprecated.
static double	getMAX_EXP() Deprecated.
double	getMinAlpha() Deprecated.
double	getNegative() Deprecated.
AtomicLong	getNextRandom() Deprecated.
int	getNumWords() Deprecated.
org.nd4j.linalg.api.ndarray.INDArray	getTable() Deprecated.
int	getTotalWords() Deprecated.
int	getVectorLength() Deprecated.
InMemoryLookupTable	getWeights() Deprecated.
int	getWindow() Deprecated.
org.apache.spark.broadcast.Broadcast<AtomicLong>	getWordCount() Deprecated.
boolean	isUseAdaGrad() Deprecated.
void	iterateSample(VocabWord w1, VocabWord w2, double alpha) Deprecated. Iterate on the given 2 vocab words
void	setAlpha(double alpha) Deprecated.
void	setExpTable(double[] expTable) Deprecated.
void	setIterations(int iterations) Deprecated.
void	setLastChecked(int lastChecked) Deprecated.
static void	setMAX_EXP(double MAX_EXP) Deprecated.
void	setMinAlpha(double minAlpha) Deprecated.
void	setNegative(double negative) Deprecated.
void	setNextRandom(AtomicLong nextRandom) Deprecated.
void	setNumWords(int numWords) Deprecated.
void	setTable(org.nd4j.linalg.api.ndarray.INDArray table) Deprecated.
void	setTotalWords(int totalWords) Deprecated.
void	setup(org.apache.spark.SparkConf conf) Deprecated.
void	setUseAdaGrad(boolean useAdaGrad) Deprecated.
void	setVectorLength(int vectorLength) Deprecated.
void	setWeights(InMemoryLookupTable weights) Deprecated.
void	setWindow(int window) Deprecated.
void	setWordCount(org.apache.spark.broadcast.Broadcast<AtomicLong> wordCount) Deprecated.
void	skipGram(int i, List<VocabWord> sentence, int b, double alpha) Deprecated. Train via skip gram
void	trainSentence(List<VocabWord> sentence, double alpha) Deprecated. Train on a list of vocab words

Methods inherited from class java.lang.Object

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

Field Detail

NAME_SPACE

public static final String NAME_SPACE

Deprecated.

See Also:

Constant Field Values

VECTOR_LENGTH

public static final String VECTOR_LENGTH

Deprecated.

See Also:

Constant Field Values

ADAGRAD

public static final String ADAGRAD

Deprecated.

See Also:

Constant Field Values

NEGATIVE

public static final String NEGATIVE

Deprecated.

See Also:

Constant Field Values

NUM_WORDS

public static final String NUM_WORDS

Deprecated.

See Also:

Constant Field Values

TABLE

public static final String TABLE

Deprecated.

See Also:

Constant Field Values

WINDOW

public static final String WINDOW

Deprecated.

See Also:

Constant Field Values

ALPHA

public static final String ALPHA

Deprecated.

See Also:

Constant Field Values

MIN_ALPHA

public static final String MIN_ALPHA

Deprecated.

See Also:

Constant Field Values

ITERATIONS

public static final String ITERATIONS

Deprecated.

See Also:

Constant Field Values

Constructor Detail

Word2VecPerformerVoid

public Word2VecPerformerVoid(org.apache.spark.SparkConf sc,
                             org.apache.spark.broadcast.Broadcast<AtomicLong> wordCount,
                             InMemoryLookupTable weights)

Deprecated.

Method Detail

setup

public void setup(org.apache.spark.SparkConf conf)

Deprecated.

getVectorLength

public int getVectorLength()

Deprecated.

setVectorLength

public void setVectorLength(int vectorLength)

Deprecated.

getExpTable

public double[] getExpTable()

Deprecated.

setExpTable

public void setExpTable(double[] expTable)

Deprecated.

getWeights

public InMemoryLookupTable getWeights()

Deprecated.

setWeights

public void setWeights(InMemoryLookupTable weights)

Deprecated.

getWordCount

public org.apache.spark.broadcast.Broadcast<AtomicLong> getWordCount()

Deprecated.

setWordCount

public void setWordCount(org.apache.spark.broadcast.Broadcast<AtomicLong> wordCount)

Deprecated.

getLastChecked

public int getLastChecked()

Deprecated.

setLastChecked

public void setLastChecked(int lastChecked)

Deprecated.

getLog

public static org.slf4j.Logger getLog()

Deprecated.

getIterations

public int getIterations()

Deprecated.

setIterations

public void setIterations(int iterations)

Deprecated.

getTotalWords

public int getTotalWords()

Deprecated.

setTotalWords

public void setTotalWords(int totalWords)

Deprecated.

getMinAlpha

public double getMinAlpha()

Deprecated.

setMinAlpha

public void setMinAlpha(double minAlpha)

Deprecated.

getAlpha

public double getAlpha()

Deprecated.

setAlpha

public void setAlpha(double alpha)

Deprecated.

getNextRandom

public AtomicLong getNextRandom()

Deprecated.

setNextRandom

public void setNextRandom(AtomicLong nextRandom)

Deprecated.

getWindow

public int getWindow()

Deprecated.

setWindow

public void setWindow(int window)

Deprecated.

getTable

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

Deprecated.

setTable

public void setTable(org.nd4j.linalg.api.ndarray.INDArray table)

Deprecated.

getNumWords

public int getNumWords()

Deprecated.

setNumWords

public void setNumWords(int numWords)

Deprecated.

getNegative

public double getNegative()

Deprecated.

setNegative

public void setNegative(double negative)

Deprecated.

isUseAdaGrad

public boolean isUseAdaGrad()

Deprecated.

setUseAdaGrad

public void setUseAdaGrad(boolean useAdaGrad)

Deprecated.

getMAX_EXP

public static double getMAX_EXP()

Deprecated.

setMAX_EXP

public static void setMAX_EXP(double MAX_EXP)

Deprecated.

trainSentence

public void trainSentence(List<VocabWord> sentence,
                          double alpha)

Deprecated.

Train on a list of vocab words

Parameters:

sentence - the list of vocab words to train on

skipGram

public void skipGram(int i,
                     List<VocabWord> sentence,
                     int b,
                     double alpha)

Deprecated.

Train via skip gram

Parameters:

i -

sentence -

iterateSample

public void iterateSample(VocabWord w1,
                          VocabWord w2,
                          double alpha)

Deprecated.

Iterate on the given 2 vocab words

Parameters:

w1 - the first word to iterate on

w2 - the second word to iterate on

call

public void call(Pair<List<VocabWord>,AtomicLong> pair)
          throws Exception

Deprecated.

Specified by:

call in interface org.apache.spark.api.java.function.VoidFunction<Pair<List<VocabWord>,AtomicLong>>

Throws:

Exception