Uses of Class
org.deeplearning4j.models.word2vec.VocabWord

Packages that use VocabWord

Package	Description
org.deeplearning4j.bagofwords.vectorizer
org.deeplearning4j.models.glove
org.deeplearning4j.models.paragraphvectors
org.deeplearning4j.models.rntn
org.deeplearning4j.models.sequencevectors.transformers.impl
org.deeplearning4j.models.word2vec
org.deeplearning4j.models.word2vec.actor
org.deeplearning4j.models.word2vec.wordstore.inmemory
org.deeplearning4j.scaleout.perform.models.glove
org.deeplearning4j.scaleout.perform.models.glove.iterator
org.deeplearning4j.scaleout.perform.models.word2vec
org.deeplearning4j.scaleout.perform.models.word2vec.iterator

Uses of VocabWord in org.deeplearning4j.bagofwords.vectorizer

Methods in org.deeplearning4j.bagofwords.vectorizer that return types with arguments of type VocabWord

Modifier and Type	Method and Description
InvertedIndex<VocabWord>	TextVectorizer.index() Inverted index

Uses of VocabWord in org.deeplearning4j.models.glove

Fields in org.deeplearning4j.models.glove with type parameters of type VocabWord

Modifier and Type	Field and Description
protected Queue<Pair<Integer,List<Pair<VocabWord,VocabWord>>>>	LegacyGlove.jobQueue Deprecated.
protected Queue<Pair<Integer,List<Pair<VocabWord,VocabWord>>>>	LegacyGlove.jobQueue Deprecated.

Methods in org.deeplearning4j.models.glove that return types with arguments of type VocabWord

Modifier and Type	Method and Description
Iterator<Pair<VocabWord,VocabWord>>	CoOccurrences.coOccurrenceIteratorVocab()
Iterator<Pair<VocabWord,VocabWord>>	CoOccurrences.coOccurrenceIteratorVocab()
Iterator<List<Pair<VocabWord,VocabWord>>>	CoOccurrences.coOccurrenceIteratorVocabBatch(int batchSize)
Iterator<List<Pair<VocabWord,VocabWord>>>	CoOccurrences.coOccurrenceIteratorVocabBatch(int batchSize)
List<Pair<VocabWord,VocabWord>>	CoOccurrences.CoOccurrenceBatchIterator.next()
List<Pair<VocabWord,VocabWord>>	CoOccurrences.CoOccurrenceBatchIterator.next()
Pair<VocabWord,VocabWord>	CoOccurrences.CoOccurrenceIterator.next()
Pair<VocabWord,VocabWord>	CoOccurrences.CoOccurrenceIterator.next()

Method parameters in org.deeplearning4j.models.glove with type arguments of type VocabWord

Modifier and Type	Method and Description
Glove.Builder	Glove.Builder.iterate(SequenceIterator<VocabWord> iterator)
Glove.Builder	Glove.Builder.lookupTable(WeightLookupTable<VocabWord> lookupTable)
Glove.Builder	Glove.Builder.stopWords(Collection<VocabWord> stopList)
Glove.Builder	Glove.Builder.vocabCache(VocabCache<VocabWord> vocabCache)

Uses of VocabWord in org.deeplearning4j.models.paragraphvectors

Method parameters in org.deeplearning4j.models.paragraphvectors with type arguments of type VocabWord

Modifier and Type	Method and Description
ParagraphVectors.Builder	ParagraphVectors.Builder.index(InvertedIndex<VocabWord> index)
ParagraphVectors.Builder	ParagraphVectors.Builder.iterate(SequenceIterator<VocabWord> iterator) This method used to feed SequenceIterator, that contains training corpus, into ParagraphVectors
ParagraphVectors.Builder	ParagraphVectors.Builder.lookupTable(WeightLookupTable<VocabWord> lookupTable) This method allows to define external WeightLookupTable to be used
String	ParagraphVectors.predict(List<VocabWord> document) Predict several based on the document.
Counter<String>	ParagraphVectors.predictSeveral(List<VocabWord> document) Predict several based on the document.
ParagraphVectors.Builder	ParagraphVectors.Builder.stopWords(Collection<VocabWord> stopList) This method defines stop words that should be ignored during training
ParagraphVectors.Builder	ParagraphVectors.Builder.vocabCache(VocabCache<VocabWord> vocabCache) This method allows to define external VocabCache to be used

Uses of VocabWord in org.deeplearning4j.models.rntn

Method parameters in org.deeplearning4j.models.rntn with type arguments of type VocabWord

Modifier and Type	Method and Description
RNTN.Builder	RNTN.Builder.setFeatureVectors(WeightLookupTable<VocabWord> featureVectors)

Uses of VocabWord in org.deeplearning4j.models.sequencevectors.transformers.impl

Fields in org.deeplearning4j.models.sequencevectors.transformers.impl with type parameters of type VocabWord

Modifier and Type	Field and Description
protected VocabCache<VocabWord>	SentenceTransformer.Builder.vocabCache

Methods in org.deeplearning4j.models.sequencevectors.transformers.impl that return types with arguments of type VocabWord

Modifier and Type	Method and Description
Iterator<Sequence<VocabWord>>	SentenceTransformer.iterator()
Sequence<VocabWord>	SentenceTransformer.transformToSequence(String object)

Uses of VocabWord in org.deeplearning4j.models.word2vec

Methods in org.deeplearning4j.models.word2vec that return VocabWord

Modifier and Type	Method and Description
static VocabWord	VocabWord.none()

Method parameters in org.deeplearning4j.models.word2vec with type arguments of type VocabWord

Modifier and Type	Method and Description
Word2Vec.Builder	Word2Vec.Builder.index(InvertedIndex<VocabWord> index) Deprecated.
Word2Vec.Builder	Word2Vec.Builder.iterate(SequenceIterator<VocabWord> iterator) This method used to feed SequenceIterator, that contains training corpus, into ParagraphVectors
Word2Vec.Builder	Word2Vec.Builder.lookupTable(WeightLookupTable<VocabWord> lookupTable) This method allows to define external WeightLookupTable to be used
Word2Vec.Builder	Word2Vec.Builder.stopWords(Collection<VocabWord> stopList) This method defines stop words that should be ignored during training
Word2Vec.Builder	Word2Vec.Builder.vocabCache(VocabCache<VocabWord> vocabCache) This method allows to define external VocabCache to be used

Uses of VocabWord in org.deeplearning4j.models.word2vec.actor

Methods in org.deeplearning4j.models.word2vec.actor that return types with arguments of type VocabWord

Modifier and Type	Method and Description
List<VocabWord>	SkipGramMessage.getSentence()

Method parameters in org.deeplearning4j.models.word2vec.actor with type arguments of type VocabWord

Modifier and Type	Method and Description
void	SkipGramMessage.setSentence(List<VocabWord> sentence)

Constructor parameters in org.deeplearning4j.models.word2vec.actor with type arguments of type VocabWord

Constructor and Description
SkipGramMessage(int i, int b, List<VocabWord> sentence)

Uses of VocabWord in org.deeplearning4j.models.word2vec.wordstore.inmemory

Fields in org.deeplearning4j.models.word2vec.wordstore.inmemory with type parameters of type VocabWord

Modifier and Type	Field and Description
Map<String,VocabWord>	InMemoryLookupCache.tokens
Map<String,VocabWord>	InMemoryLookupCache.vocabs

Methods in org.deeplearning4j.models.word2vec.wordstore.inmemory that return VocabWord

Modifier and Type	Method and Description
VocabWord	InMemoryLookupCache.elementAtIndex(int index)
VocabWord	InMemoryLookupCache.tokenFor(String word)
VocabWord	InMemoryLookupCache.wordFor(String word)

Methods in org.deeplearning4j.models.word2vec.wordstore.inmemory that return types with arguments of type VocabWord

Modifier and Type	Method and Description
Map<String,VocabWord>	InMemoryLookupCache.getTokens()
Map<String,VocabWord>	InMemoryLookupCache.getVocabs()
Collection<VocabWord>	InMemoryLookupCache.tokens()
Collection<VocabWord>	InMemoryLookupCache.vocabWords() Returns all of the vocab word nodes

Methods in org.deeplearning4j.models.word2vec.wordstore.inmemory with parameters of type VocabWord

Modifier and Type	Method and Description
void	InMemoryLookupCache.addToken(VocabWord word)
void	InMemoryLookupCache.removeElement(VocabWord element)

Method parameters in org.deeplearning4j.models.word2vec.wordstore.inmemory with type arguments of type VocabWord

Modifier and Type	Method and Description
void	InMemoryLookupCache.importVocabulary(VocabCache<VocabWord> vocabCache)
void	InMemoryLookupCache.setTokens(Map<String,VocabWord> tokens)
void	InMemoryLookupCache.setVocabs(Map<String,VocabWord> vocabs)

Uses of VocabWord in org.deeplearning4j.scaleout.perform.models.glove

Methods in org.deeplearning4j.scaleout.perform.models.glove that return types with arguments of type VocabWord

Modifier and Type	Method and Description
List<Pair<VocabWord,VocabWord>>	GloveWork.getCoOccurrences()
List<Pair<VocabWord,VocabWord>>	GloveWork.getCoOccurrences()
Map<Integer,VocabWord>	GloveWork.getIndexes()
Map<String,Pair<VocabWord,org.nd4j.linalg.api.ndarray.INDArray>>	GloveWork.getVectors()

Methods in org.deeplearning4j.scaleout.perform.models.glove with parameters of type VocabWord

Modifier and Type	Method and Description
double	GlovePerformer.iterateSample(GloveWork work, VocabWord w1, VocabWord w2, double score) glove iteration

Method parameters in org.deeplearning4j.scaleout.perform.models.glove with type arguments of type VocabWord

Modifier and Type	Method and Description
void	GloveWork.setCoOccurrences(List<Pair<VocabWord,VocabWord>> coOccurrences)
void	GloveWork.setCoOccurrences(List<Pair<VocabWord,VocabWord>> coOccurrences)
void	GloveWork.setIndexes(Map<Integer,VocabWord> indexes)
void	GloveWork.setVectors(Map<String,Pair<VocabWord,org.nd4j.linalg.api.ndarray.INDArray>> vectors)

Constructor parameters in org.deeplearning4j.scaleout.perform.models.glove with type arguments of type VocabWord

Constructor and Description
GloveWork(GloveWeightLookupTable table, List<Pair<VocabWord,VocabWord>> coOccurrences)
GloveWork(GloveWeightLookupTable table, List<Pair<VocabWord,VocabWord>> coOccurrences)

Uses of VocabWord in org.deeplearning4j.scaleout.perform.models.glove.iterator

Constructor parameters in org.deeplearning4j.scaleout.perform.models.glove.iterator with type arguments of type VocabWord

Constructor and Description
GloveJobIterator(Iterator<List<List<VocabWord>>> sentenceIterator, GloveWeightLookupTable table, VocabCache cache, StateTracker stateTracker)
GloveJobIterator(Iterator<List<List<VocabWord>>> sentenceIterator, GloveWeightLookupTable table, VocabCache cache, StateTracker stateTracker, int batchSize)

Uses of VocabWord in org.deeplearning4j.scaleout.perform.models.word2vec

Methods in org.deeplearning4j.scaleout.perform.models.word2vec that return types with arguments of type VocabWord

Modifier and Type	Method and Description
Map<Integer,VocabWord>	Word2VecWork.getIndexes()
Map<String,Pair<VocabWord,org.nd4j.linalg.api.ndarray.INDArray>>	Word2VecWork.getNegativeVectors()
List<List<VocabWord>>	Word2VecWork.getSentences()
Map<String,Pair<VocabWord,org.nd4j.linalg.api.ndarray.INDArray>>	Word2VecWork.getVectors()

Methods in org.deeplearning4j.scaleout.perform.models.word2vec with parameters of type VocabWord

Modifier and Type	Method and Description
void	Word2VecPerformer.iterateSample(Word2VecWork work, VocabWord w1, VocabWord w2, double alpha) Iterate on the given 2 vocab words

Method parameters in org.deeplearning4j.scaleout.perform.models.word2vec with type arguments of type VocabWord

Modifier and Type	Method and Description
void	Word2VecWork.setIndexes(Map<Integer,VocabWord> indexes)
void	Word2VecWork.setNegativeVectors(Map<String,Pair<VocabWord,org.nd4j.linalg.api.ndarray.INDArray>> negativeVectors)
void	Word2VecWork.setSentences(List<List<VocabWord>> sentences)
void	Word2VecWork.setVectors(Map<String,Pair<VocabWord,org.nd4j.linalg.api.ndarray.INDArray>> vectors)
void	Word2VecPerformer.skipGram(int i, List<VocabWord> sentence, int b, Word2VecWork work, double alpha) Train via skip gram
void	Word2VecPerformer.trainSentence(List<VocabWord> sentence, Word2VecWork work, double alpha) Train on a list of vocab words

Constructor parameters in org.deeplearning4j.scaleout.perform.models.word2vec with type arguments of type VocabWord

Constructor and Description
Word2VecWork(InMemoryLookupTable<VocabWord> table, InMemoryLookupCache cache, List<List<VocabWord>> sentences)
Word2VecWork(InMemoryLookupTable<VocabWord> table, InMemoryLookupCache cache, List<List<VocabWord>> sentences)

Uses of VocabWord in org.deeplearning4j.scaleout.perform.models.word2vec.iterator

Constructor parameters in org.deeplearning4j.scaleout.perform.models.word2vec.iterator with type arguments of type VocabWord

Constructor and Description
Word2VecJobIterator(Iterator<List<List<VocabWord>>> sentenceIterator, WeightLookupTable table, VocabCache cache, StateTracker stateTracker)
Word2VecJobIterator(Iterator<List<List<VocabWord>>> sentenceIterator, WeightLookupTable table, VocabCache cache, StateTracker stateTracker, int batchSize)