Uses of Interface
org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Packages that use WordVectors

Package	Description
org.deeplearning4j.iterator
org.deeplearning4j.models.embeddings.loader
org.deeplearning4j.models.embeddings.wordvectors
org.deeplearning4j.models.glove
org.deeplearning4j.models.node2vec
org.deeplearning4j.models.paragraphvectors
org.deeplearning4j.models.sequencevectors
org.deeplearning4j.models.word2vec
org.deeplearning4j.models.word2vec.wordstore
org.deeplearning4j.text.movingwindow

Uses of WordVectors in org.deeplearning4j.iterator

Methods in org.deeplearning4j.iterator with parameters of type WordVectors

Modifier and Type	Method and Description
CnnSentenceDataSetIterator.Builder	CnnSentenceDataSetIterator.Builder.wordVectors(WordVectors wordVectors) Provide the WordVectors instance that should be used for training

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

Methods in org.deeplearning4j.models.embeddings.loader that return WordVectors

Modifier and Type	Method and Description
static WordVectors	WordVectorSerializer.fromTableAndVocab(WeightLookupTable table, VocabCache vocab) Load word vectors for the given vocab and table
static WordVectors	WordVectorSerializer.loadGoogleModelNonNormalized(File modelFile, boolean binary, boolean lineBreaks) Deprecated.
static WordVectors	WordVectorSerializer.loadStaticModel(File file) This method restores previously saved w2v model.
static WordVectors	WordVectorSerializer.loadTxtVectors(File vectorsFile) Deprecated.
static WordVectors	WordVectorSerializer.loadTxtVectors(InputStream stream, boolean skipFirstLine) Deprecated.

Uses of WordVectors in org.deeplearning4j.models.embeddings.wordvectors

Classes in org.deeplearning4j.models.embeddings.wordvectors that implement WordVectors

Modifier and Type	Class and Description
class	WordVectorsImpl<T extends SequenceElement> Common word vector operations

Uses of WordVectors in org.deeplearning4j.models.glove

Classes in org.deeplearning4j.models.glove that implement WordVectors

Modifier and Type	Class and Description
class	Glove GlobalVectors standalone implementation for DL4j.

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

Modifier and Type	Method and Description
Glove.Builder	Glove.Builder.useExistingWordVectors(WordVectors vec) This method has no effect for GloVe

Uses of WordVectors in org.deeplearning4j.models.node2vec

Classes in org.deeplearning4j.models.node2vec that implement WordVectors

Modifier and Type	Class and Description
class	Node2Vec<V extends SequenceElement,E extends Number> Deprecated.

Methods in org.deeplearning4j.models.node2vec with parameters of type WordVectors

Modifier and Type	Method and Description
protected Node2Vec.Builder<V,E>	Node2Vec.Builder.useExistingWordVectors(WordVectors vec)

Uses of WordVectors in org.deeplearning4j.models.paragraphvectors

Classes in org.deeplearning4j.models.paragraphvectors that implement WordVectors

Modifier and Type	Class and Description
class	ParagraphVectors Basic ParagraphVectors (aka Doc2Vec) implementation for DL4j, as wrapper over SequenceVectors

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

Modifier and Type	Method and Description
ParagraphVectors.Builder	ParagraphVectors.Builder.useExistingWordVectors(WordVectors vec) This method allows you to use pre-built WordVectors model (Word2Vec or GloVe) for ParagraphVectors.

Uses of WordVectors in org.deeplearning4j.models.sequencevectors

Classes in org.deeplearning4j.models.sequencevectors that implement WordVectors

Modifier and Type	Class and Description
class	SequenceVectors<T extends SequenceElement> SequenceVectors implements abstract features extraction for Sequences and SequenceElements, using SkipGram, CBOW or DBOW (for Sequence features extraction).

Fields in org.deeplearning4j.models.sequencevectors declared as WordVectors

Modifier and Type	Field and Description
protected WordVectors	SequenceVectors.existingModel
protected WordVectors	SequenceVectors.Builder.existingVectors

Methods in org.deeplearning4j.models.sequencevectors with parameters of type WordVectors

Modifier and Type	Method and Description
protected SequenceVectors.Builder<T>	SequenceVectors.Builder.useExistingWordVectors(WordVectors vec) This method allows you to use pre-built WordVectors model (SkipGram or GloVe) for DBOW sequence learning.

Uses of WordVectors in org.deeplearning4j.models.word2vec

Classes in org.deeplearning4j.models.word2vec that implement WordVectors

Modifier and Type	Class and Description
class	StaticWord2Vec This is special limited Word2Vec implementation, suited for serving as lookup table in concurrent multi-gpu environment This implementation DOES NOT load all vectors onto any of gpus, instead of that it holds vectors in, optionally, compressed state in host memory.
class	Word2Vec This is Word2Vec implementation based on SequenceVectors

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

Modifier and Type	Method and Description
protected Word2Vec.Builder	Word2Vec.Builder.useExistingWordVectors(WordVectors vec) This method has no effect for Word2Vec

Uses of WordVectors in org.deeplearning4j.models.word2vec.wordstore

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

Modifier and Type	Method and Description
VocabCache<T>	VocabConstructor.buildMergedVocabulary(WordVectors wordVectors, boolean fetchLabels) This method transfers existing WordVectors model into current one

Uses of WordVectors in org.deeplearning4j.text.movingwindow

Methods in org.deeplearning4j.text.movingwindow with parameters of type WordVectors

Modifier and Type	Method and Description
static List<Window>	Windows.windows(String words, TokenizerFactory tokenizerFactory, int windowSize, WordVectors vectors) Constructs a list of window of size windowSize.