org.deeplearning4j.spark.models.embeddings.word2vec

Class SentenceBatch

java.lang.Object

org.deeplearning4j.spark.models.embeddings.word2vec.SentenceBatch

All Implemented Interfaces:

Serializable, org.apache.spark.api.java.function.Function<Word2VecFuncCall,Word2VecChange>

Deprecated.

@Deprecated
public class SentenceBatch
extends Object
implements org.apache.spark.api.java.function.Function<Word2VecFuncCall,Word2VecChange>

Author:

Adam Gibson

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
SentenceBatch() Deprecated.

Method Summary

Modifier and Type	Method and Description
Word2VecChange	call(Word2VecFuncCall sentence) Deprecated.
void	iterateSample(Word2VecParam param, VocabWord w1, VocabWord w2, double alpha, List<org.nd4j.common.primitives.Triple<Integer,Integer,Integer>> changed) Deprecated. Iterate on the given 2 vocab words
void	skipGram(Word2VecParam param, int i, List<VocabWord> sentence, int b, double alpha, List<org.nd4j.common.primitives.Triple<Integer,Integer,Integer>> changed) Deprecated. Train via skip gram
void	trainSentence(Word2VecParam param, List<VocabWord> sentence, double alpha, List<org.nd4j.common.primitives.Triple<Integer,Integer,Integer>> changed) 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

Constructor Detail

SentenceBatch

public SentenceBatch()

Deprecated.

Method Detail

call

public Word2VecChange call(Word2VecFuncCall sentence)
                    throws Exception

Deprecated.

Specified by:

call in interface org.apache.spark.api.java.function.Function<Word2VecFuncCall,Word2VecChange>

Throws:

Exception

trainSentence

public void trainSentence(Word2VecParam param,
                          List<VocabWord> sentence,
                          double alpha,
                          List<org.nd4j.common.primitives.Triple<Integer,Integer,Integer>> changed)

Deprecated.

Train on a list of vocab words

Parameters:

sentence - the list of vocab words to train on

skipGram

public void skipGram(Word2VecParam param,
                     int i,
                     List<VocabWord> sentence,
                     int b,
                     double alpha,
                     List<org.nd4j.common.primitives.Triple<Integer,Integer,Integer>> changed)

Deprecated.

Train via skip gram

Parameters:

i - the current word

sentence - the sentence to train on

b -

alpha - the learning rate

iterateSample

public void iterateSample(Word2VecParam param,
                          VocabWord w1,
                          VocabWord w2,
                          double alpha,
                          List<org.nd4j.common.primitives.Triple<Integer,Integer,Integer>> changed)

Deprecated.

Iterate on the given 2 vocab words

Parameters:

w1 - the first word to iterate on

w2 - the second word to iterate on