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

Packages that use VocabWord

Package	Description
org.deeplearning4j.bagofwords.vectorizer
org.deeplearning4j.models.embeddings.loader
org.deeplearning4j.models.glove
org.deeplearning4j.models.paragraphvectors
org.deeplearning4j.models.sequencevectors.serialization
org.deeplearning4j.models.sequencevectors.transformers.impl
org.deeplearning4j.models.sequencevectors.transformers.impl.iterables
org.deeplearning4j.models.word2vec
org.deeplearning4j.models.word2vec.wordstore.inmemory

Uses of VocabWord in org.deeplearning4j.bagofwords.vectorizer

Fields in org.deeplearning4j.bagofwords.vectorizer with type parameters of type VocabWord

Modifier and Type	Field and Description
protected InvertedIndex<VocabWord>	BaseTextVectorizer.index
protected VocabCache<VocabWord>	BagOfWordsVectorizer.Builder.vocabCache
protected VocabCache<VocabWord>	TfidfVectorizer.Builder.vocabCache
protected VocabCache<VocabWord>	BaseTextVectorizer.vocabCache

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

Modifier and Type	Method and Description
InvertedIndex<VocabWord>	TextVectorizer.getIndex() Inverted index
VocabCache<VocabWord>	TextVectorizer.getVocabCache() The vocab sorted in descending order

Method parameters in org.deeplearning4j.bagofwords.vectorizer with type arguments of type VocabWord

Modifier and Type	Method and Description
BagOfWordsVectorizer.Builder	BagOfWordsVectorizer.Builder.setVocab(VocabCache<VocabWord> vocab)
TfidfVectorizer.Builder	TfidfVectorizer.Builder.setVocab(VocabCache<VocabWord> vocab)

Uses of VocabWord in org.deeplearning4j.models.embeddings.loader

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

Modifier and Type	Method and Description
Pair<VocabWord,float[]>	WordVectorSerializer.Reader.next()
Pair<VocabWord,float[]>	WordVectorSerializer.BinaryReader.next()
Pair<VocabWord,float[]>	WordVectorSerializer.CSVReader.next()
static VocabCache<VocabWord>	WordVectorSerializer.readVocabCache(File file) This method reads vocab cache from provided file.
static VocabCache<VocabWord>	WordVectorSerializer.readVocabCache(InputStream stream) This method reads vocab cache from provided InputStream.

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

Modifier and Type	Method and Description
static void	WordVectorSerializer.writeVocabCache(VocabCache<VocabWord> vocabCache, File file) This method saves vocab cache to provided File.
static void	WordVectorSerializer.writeVocabCache(VocabCache<VocabWord> vocabCache, OutputStream stream) This method saves vocab cache to provided OutputStream.

Uses of VocabWord in org.deeplearning4j.models.glove

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

Modifier and Type	Method and Description
Glove.Builder	Glove.Builder.unknownElement(VocabWord element) This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used

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.modelUtils(ModelUtils<VocabWord> modelUtils) Sets ModelUtils that gonna be used as provider for utility methods: similarity(), wordsNearest(), accuracy(), etc
Glove.Builder	Glove.Builder.setVectorsListeners(Collection<VectorsListener<VocabWord>> vectorsListeners) This method sets VectorsListeners for this SequenceVectors model
Glove.Builder	Glove.Builder.stopWords(Collection<VocabWord> stopList)
Glove.Builder	Glove.Builder.vocabCache(VocabCache<VocabWord> vocabCache)

Uses of VocabWord in org.deeplearning4j.models.paragraphvectors

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

Modifier and Type	Field and Description
protected List<VocabWord>	ParagraphVectors.labelsList

Methods in org.deeplearning4j.models.paragraphvectors with parameters of type VocabWord

Modifier and Type	Method and Description
ParagraphVectors.Builder	ParagraphVectors.Builder.unknownElement(VocabWord element) This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used

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

Modifier and Type	Method and Description
ParagraphVectors.Builder	ParagraphVectors.Builder.elementsLearningAlgorithm(ElementsLearningAlgorithm<VocabWord> algorithm)
ParagraphVectors.Builder	ParagraphVectors.Builder.index(InvertedIndex<VocabWord> index)
org.nd4j.linalg.api.ndarray.INDArray	ParagraphVectors.inferVector(List<VocabWord> document) This method calculates inferred vector for given list of words, with default parameters for learning rate and iterations
org.nd4j.linalg.api.ndarray.INDArray	ParagraphVectors.inferVector(List<VocabWord> document, double learningRate, double minLearningRate, int iterations) This method calculates inferred vector for given document
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
ParagraphVectors.Builder	ParagraphVectors.Builder.modelUtils(ModelUtils<VocabWord> modelUtils) Sets ModelUtils that gonna be used as provider for utility methods: similarity(), wordsNearest(), accuracy(), etc
Collection<String>	ParagraphVectors.nearestLabels(Collection<VocabWord> document, int topN) This method returns top N labels nearest to specified set of vocab words
String	ParagraphVectors.predict(List<VocabWord> document) Deprecated.
Collection<String>	ParagraphVectors.predictSeveral(List<VocabWord> document, int limit) Deprecated.
ParagraphVectors.Builder	ParagraphVectors.Builder.sequenceLearningAlgorithm(SequenceLearningAlgorithm<VocabWord> algorithm)
ParagraphVectors.Builder	ParagraphVectors.Builder.setVectorsListeners(Collection<VectorsListener<VocabWord>> vectorsListeners) This method sets VectorsListeners for this SequenceVectors model
double	ParagraphVectors.similarityToLabel(List<VocabWord> document, String label) Deprecated.
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.sequencevectors.serialization

Methods in org.deeplearning4j.models.sequencevectors.serialization that return VocabWord

Modifier and Type	Method and Description
VocabWord	VocabWordFactory.deserialize(String json) This method builds object from provided JSON

Methods in org.deeplearning4j.models.sequencevectors.serialization with parameters of type VocabWord

Modifier and Type	Method and Description
String	VocabWordFactory.serialize(VocabWord element) This method serializaes object into JSON string

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.sequencevectors.transformers.impl.iterables

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

Modifier and Type	Field and Description
protected LinkedBlockingQueue<Sequence<VocabWord>>	ParallelTransformerIterator.buffer

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

Modifier and Type	Method and Description
Sequence<VocabWord>	ParallelTransformerIterator.next()
Sequence<VocabWord>	BasicTransformerIterator.next()

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()

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

Modifier and Type	Method and Description
Word2Vec.Builder	Word2Vec.Builder.unknownElement(VocabWord element) This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used

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

Modifier and Type	Method and Description
Word2Vec.Builder	Word2Vec.Builder.elementsLearningAlgorithm(ElementsLearningAlgorithm<VocabWord> algorithm)
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.modelUtils(ModelUtils<VocabWord> modelUtils) Sets ModelUtils that gonna be used as provider for utility methods: similarity(), wordsNearest(), accuracy(), etc
Word2Vec.Builder	Word2Vec.Builder.setVectorsListeners(Collection<VectorsListener<VocabWord>> vectorsListeners) This method sets VectorsListeners for this SequenceVectors model
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

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

Constructor and Description
Builder(org.nd4j.linalg.compression.AbstractStorage<Integer> storage, VocabCache<VocabWord> vocabCache)

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 Deprecated.
Map<String,VocabWord>	InMemoryLookupCache.vocabs Deprecated.

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

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

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() Deprecated.
Map<String,VocabWord>	InMemoryLookupCache.getVocabs() Deprecated.
Collection<VocabWord>	InMemoryLookupCache.tokens() Deprecated.
Collection<VocabWord>	InMemoryLookupCache.vocabWords() Deprecated. 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) Deprecated.
void	InMemoryLookupCache.removeElement(VocabWord element) Deprecated.

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) Deprecated.
void	InMemoryLookupCache.setTokens(Map<String,VocabWord> tokens) Deprecated.
void	InMemoryLookupCache.setVocabs(Map<String,VocabWord> vocabs) Deprecated.