Uses of Class
org.deeplearning4j.models.word2vec.Word2Vec

Packages that use Word2Vec

Package	Description
org.deeplearning4j.models.embeddings.loader
org.deeplearning4j.models.paragraphvectors
org.deeplearning4j.models.word2vec
org.deeplearning4j.models.word2vec.iterator
org.deeplearning4j.text.movingwindow

Uses of Word2Vec in org.deeplearning4j.models.embeddings.loader

Methods in org.deeplearning4j.models.embeddings.loader that return Word2Vec

Modifier and Type	Method and Description
static Word2Vec	WordVectorSerializer.fromPair(Pair<InMemoryLookupTable,VocabCache> pair) Load word vectors from the given pair
static Word2Vec	WordVectorSerializer.loadFullModel(String path) Deprecated.
static Word2Vec	WordVectorSerializer.loadGoogleModel(File modelFile, boolean binary) Deprecated.
static Word2Vec	WordVectorSerializer.loadGoogleModel(File modelFile, boolean binary, boolean lineBreaks) Deprecated.
static Word2Vec	WordVectorSerializer.readWord2Vec(File file) Deprecated.
static Word2Vec	WordVectorSerializer.readWord2VecFromText(File vectors, File hs, File h_codes, File h_points, VectorsConfiguration configuration) This method allows you to read ParagraphVectors from externaly originated vectors and syn1.
static Word2Vec	WordVectorSerializer.readWord2VecModel(File file) This method 1) Binary model, either compressed or not.
static Word2Vec	WordVectorSerializer.readWord2VecModel(File file, boolean extendedModel) This method 1) Binary model, either compressed or not.

Methods in org.deeplearning4j.models.embeddings.loader with parameters of type Word2Vec

Modifier and Type	Method and Description
static void	WordVectorSerializer.writeFullModel(Word2Vec vec, String path) Deprecated.
static void	WordVectorSerializer.writeTsneFormat(Word2Vec vec, org.nd4j.linalg.api.ndarray.INDArray tsne, File csv) Write the tsne format
static void	WordVectorSerializer.writeWord2VecModel(Word2Vec vectors, File file) This method saves Word2Vec model into compressed zip file and sends it to output stream PLEASE NOTE: This method saves FULL model, including syn0 AND syn1
static void	WordVectorSerializer.writeWord2VecModel(Word2Vec vectors, OutputStream stream) This method saves Word2Vec model into compressed zip file and sends it to output stream PLEASE NOTE: This method saves FULL model, including syn0 AND syn1
static void	WordVectorSerializer.writeWord2VecModel(Word2Vec vectors, String path) This method saves Word2Vec model into compressed zip file and sends it to output stream PLEASE NOTE: This method saves FULL model, including syn0 AND syn1
static void	WordVectorSerializer.writeWordVectors(Word2Vec vec, BufferedWriter writer) Deprecated.
static void	WordVectorSerializer.writeWordVectors(Word2Vec vec, File file) Deprecated.
static void	WordVectorSerializer.writeWordVectors(Word2Vec vec, OutputStream outputStream) Deprecated.
static void	WordVectorSerializer.writeWordVectors(Word2Vec vec, String path) Deprecated.

Uses of Word2Vec in org.deeplearning4j.models.paragraphvectors

Subclasses of Word2Vec in org.deeplearning4j.models.paragraphvectors

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

Uses of Word2Vec in org.deeplearning4j.models.word2vec

Methods in org.deeplearning4j.models.word2vec that return Word2Vec

Modifier and Type	Method and Description
Word2Vec	Word2Vec.Builder.build()

Uses of Word2Vec in org.deeplearning4j.models.word2vec.iterator

Methods in org.deeplearning4j.models.word2vec.iterator that return Word2Vec

Modifier and Type	Method and Description
Word2Vec	Word2VecDataFetcher.getVec()

Constructors in org.deeplearning4j.models.word2vec.iterator with parameters of type Word2Vec

Constructor and Description
Word2VecDataFetcher(String path, Word2Vec vec, List<String> labels)
Word2VecDataSetIterator(Word2Vec vec, LabelAwareSentenceIterator iter, List<String> labels) Initializes this iterator with homogenization and adding labels and a batch size of 10
Word2VecDataSetIterator(Word2Vec vec, LabelAwareSentenceIterator iter, List<String> labels, int batch) Initializes this iterator with homogenization and adding labels
Word2VecDataSetIterator(Word2Vec vec, LabelAwareSentenceIterator iter, List<String> labels, int batch, boolean homogenization, boolean addLabels) Allows for customization of all of the params of the iterator

Uses of Word2Vec in org.deeplearning4j.text.movingwindow

Methods in org.deeplearning4j.text.movingwindow with parameters of type Word2Vec

Modifier and Type	Method and Description
static org.nd4j.linalg.api.ndarray.INDArray	WindowConverter.asExampleArray(Window window, Word2Vec vec, boolean normalize) Converts a window (each word in the window) in to a vector.
static org.nd4j.linalg.api.ndarray.INDArray	WindowConverter.asExampleMatrix(Window window, Word2Vec vec) Converts a window (each word in the window) in to a vector.
static org.nd4j.linalg.api.ndarray.INDArray	WordConverter.toInputMatrix(List<Window> windows, Word2Vec vec)

Constructors in org.deeplearning4j.text.movingwindow with parameters of type Word2Vec

Constructor and Description
WordConverter(List<String> sentences, Word2Vec vec)