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(org.nd4j.common.primitives.Pair<InMemoryLookupTable,VocabCache> pair) Load word vectors from the given pair
static Word2Vec	WordVectorSerializer.loadFullModel(@NonNull String path) Deprecated. Use readWord2VecModel() or loadStaticModel() method instead
static Word2Vec	WordVectorSerializer.readAsBinary(@NonNull File file)
static Word2Vec	WordVectorSerializer.readAsBinary(@NonNull InputStream inputStream) This method loads Word2Vec model from binary input stream.
static Word2Vec	WordVectorSerializer.readAsBinaryNoLineBreaks(@NonNull File file)
static Word2Vec	WordVectorSerializer.readAsBinaryNoLineBreaks(@NonNull InputStream inputStream)
static Word2Vec	WordVectorSerializer.readAsCsv(@NonNull File file)
static Word2Vec	WordVectorSerializer.readAsCsv(@NonNull InputStream inputStream) This method loads Word2Vec model from csv file
static Word2Vec	WordVectorSerializer.readBinaryModel(InputStream inputStream, boolean linebreaks, boolean normalize) Read a binary word2vec from input stream.
static Word2Vec	WordVectorSerializer.readWord2Vec(File file) Deprecated. Use WordVectorSerializer.readWord2Vec(File, boolean)
static Word2Vec	WordVectorSerializer.readWord2Vec(@NonNull File file, boolean readExtendedTables) This method loads Word2Vec model from file
static Word2Vec	WordVectorSerializer.readWord2Vec(@NonNull InputStream stream, boolean readExtendedTable) This method loads Word2Vec model from input stream
static Word2Vec	WordVectorSerializer.readWord2Vec(@NonNull String path, boolean readExtendedTables) This method restores Word2Vec model from file
static Word2Vec	WordVectorSerializer.readWord2VecFromText(@NonNull File vectors, @NonNull File hs, @NonNull File h_codes, @NonNull File h_points, @NonNull VectorsConfiguration configuration) This method allows you to read ParagraphVectors from externally 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.
static Word2Vec	WordVectorSerializer.readWord2VecModel(String path) This method 1) Binary model, either compressed or not.
static Word2Vec	WordVectorSerializer.readWord2VecModel(String path, 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(@NonNull Word2Vec vec, @NonNull String path) Deprecated. Use writeWord2VecModel() method instead
static void	WordVectorSerializer.writeTsneFormat(Word2Vec vec, org.nd4j.linalg.api.ndarray.INDArray tsne, File csv) Write the tsne format
static void	WordVectorSerializer.writeWord2Vec(@NonNull Word2Vec word2Vec, @NonNull OutputStream stream) This method saves Word2Vec model to output stream
static void	WordVectorSerializer.writeWord2VecModel(Word2Vec vectors, File file) This method saves Word2Vec model into compressed zip file 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 PLEASE NOTE: This method saves FULL model, including syn0 AND syn1
static void	WordVectorSerializer.writeWordVectors(@NonNull Word2Vec vec, @NonNull BufferedWriter writer) Deprecated. Use WordVectorSerializer.writeWord2Vec(Word2Vec, OutputStream)
static void	WordVectorSerializer.writeWordVectors(@NonNull Word2Vec vec, @NonNull File file) Deprecated. Use WordVectorSerializer.writeWord2VecModel(Word2Vec, File)
static void	WordVectorSerializer.writeWordVectors(@NonNull Word2Vec vec, @NonNull OutputStream outputStream) Deprecated. Use WordVectorSerializer.writeWord2Vec(Word2Vec, OutputStream)
static void	WordVectorSerializer.writeWordVectors(@NonNull Word2Vec vec, @NonNull String path) Deprecated. Use WordVectorSerializer.writeWord2VecModel(Word2Vec, String)

Uses of Word2Vec in org.deeplearning4j.models.paragraphvectors

Subclasses of Word2Vec in org.deeplearning4j.models.paragraphvectors

Modifier and Type	Class and Description
class	ParagraphVectors

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()
static Word2Vec	Word2Vec.fromJson(String jsonString)

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

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

Constructor and Description
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)