A B C D E F G H I J L M N O P R S T U V W

A

absPath - Variable in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

AbstractCache<T extends SequenceElement> - Class in org.deeplearning4j.models.word2vec.wordstore.inmemory

AbstractCache() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

AbstractCache.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.word2vec.wordstore.inmemory

AbstractElementFactory<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.serialization

AbstractElementFactory(Class<? extends SequenceElement>) - Constructor for class org.deeplearning4j.models.sequencevectors.serialization.AbstractElementFactory

This is the only constructor available for AbstractElementFactory

AbstractSequenceIterator<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.iterators

AbstractSequenceIterator(Iterable<Sequence<T>>) - Constructor for class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator

AbstractSequenceIterator.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.iterators

AbstractVertexFactory<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.vertex

AbstractVertexFactory() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.vertex.AbstractVertexFactory

accuracy(List<String>) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Accuracy based on questions which are a space separated list of strings where the first word is the query word, the next 2 words are negative, and the last word is the predicted word to be nearest

accuracy(List<String>) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

Accuracy based on questions which are a space separated list of strings where the first word is the query word, the next 2 words are negative, and the last word is the predicted word to be nearest

accuracy(List<String>) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Accuracy based on questions which are a space separated list of strings where the first word is the query word, the next 2 words are negative, and the last word is the predicted word to be nearest

accuracy(List<String>) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Accuracy based on questions which are a space separated list of strings where the first word is the query word, the next 2 words are negative, and the last word is the predicted word to be nearest

accuracy(List<String>) - Method in class org.deeplearning4j.models.fasttext.FastText

accuracy(List<String>) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Accuracy based on questions which are a space separated list of strings where the first word is the query word, the next 2 words are negative, and the last word is the predicted word to be nearest PLEASE NOTE: This method is not available in this implementation.

activateScavenger() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This method removes low-frequency words based on their frequency change between activations.

adaGrad - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

addEdge(Edge<E>) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

addEdge(int, int, E, boolean) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

Convenience method for adding an edge (directed or undirected) to graph

addEdge(Edge<E>) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Add an edge to the graph.

addEdge(int, int, E, boolean) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Convenience method for adding an edge (directed or undirected) to graph

addElement(T) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Adds single element to sequence

addElements(Collection<T>) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Adds collection of elements to the sequence

addLabel(String) - Method in class org.deeplearning4j.text.documentiterator.LabelledDocument

addLabelForDoc(int, T) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Add word to a document

addLabelForDoc(int, String) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addLabelsForDoc(int, List<T>) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Add word to a document

addLabelsForDoc(int, Collection<String>) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addSentenceIterator(SentenceIterator) - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator.Builder

addSentenceIterators(Collection<SentenceIterator>) - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator.Builder

addSentencePreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator.Builder

Deprecated.

Use AggregatingSentenceIterator.Builder.sentencePreProcessor(SentencePreProcessor)

addSequenceLabel(T) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Adds sequence label.

addSource(SequenceIterator<T>, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

Adds SequenceIterator for vocabulary construction.

addSourceFolder(File) - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator.Builder

Root folder for labels -> documents.

addSourceFolder(File) - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator.Builder

Root folder for labels -> documents.

addToken(T) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

This method adds specified SequenceElement to vocabulary

addToken(T, boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

addToken(VocabWord) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

addToken(T) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Adds a token to the cache

addVertex(Vertex<V>, Edge<E>) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

addVertex(Vertex<V>, Collection<Edge<E>>) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

addWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

Adds new word to vocabulary

addWord(VocabularyWord) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

addWordsToDoc(int, List<T>) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addWordsToDoc(int, List<T>, String) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addWordsToDoc(int, List<T>, T) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addWordsToDoc(int, List<T>, Collection<String>) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addWordsToDocVocabWord(int, List<T>, Collection<T>) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Adds words to the given document

addWordToDoc(int, T) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Add word to a document

addWordToIndex(int, String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

This method allows to insert specified label to specified Huffman tree position.

addWordToIndex(int, long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

addWordToIndex(int, String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

addWordToIndex(int, long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

addWordToIndex(int, String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

addWordToIndex(int, long) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

adjustRank(INDArray) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

affinityId - Variable in class org.deeplearning4j.models.word2vec.VocabWord

AggregatingSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

AggregatingSentenceIterator.Builder - Class in org.deeplearning4j.text.sentenceiterator

allDocs() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns a list of all documents

allLabels() - Method in interface org.deeplearning4j.iterator.LabeledPairSentenceProvider

Return the list of labels - this also defines the class/integer label assignment order

allLabels() - Method in interface org.deeplearning4j.iterator.LabeledSentenceProvider

Return the list of labels - this also defines the class/integer label assignment order

allLabels() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

allLabels() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

allLabels() - Method in class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

allLabels() - Method in class org.deeplearning4j.iterator.provider.LabelAwareConverter

allowMultithreading - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

allowMultithreading - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

allowMultithreading - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

allowMultithreading(boolean) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

This method enables/disables parallel processing over sentences

allowParallelTokenization(boolean) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

allowParallelTokenization(boolean) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

allowParallelTokenization(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method enables/disables parallel tokenization.

allowParallelTokenization - Variable in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

allowParallelTokenization(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method enables/disables parallel tokenization.

allowParallelTokenization(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

alpha - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

alpha - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

appendToken - Variable in class org.deeplearning4j.iterator.BertIterator

appendToken - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

appendToken(String) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Append the specified token to the sequences, when doing training on sentence pairs.
Generally "[SEP]" is used No token in appended by default.

applyIndexes(VocabCache<? extends SequenceElement>) - Method in class org.deeplearning4j.models.word2vec.Huffman

This method updates VocabCache and all it's elements with Huffman indexes Please note: it should be the same VocabCache as was used for Huffman tree initialization

applySubsampling(Sequence<T>, AtomicLong) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

applySubsampling(Sequence<T>, AtomicLong) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

ArrayComparator() - Constructor for class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils.ArrayComparator

arrayToList(byte[], int) - Static method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This method is used only for VocabCache compatibility purposes

arrayToList(int[], int) - Static method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This method is used only for VocabCache compatibility purposes

asExampleArray(Window, Word2Vec, boolean) - Static method in class org.deeplearning4j.text.movingwindow.WindowConverter

Converts a window (each word in the window) in to a vector.

asExampleMatrix(Window, Word2Vec) - Static method in class org.deeplearning4j.text.movingwindow.WindowConverter

Converts a window (each word in the window) in to a vector.

asLabels() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Returns this sequence as list of labels

asTokens() - Method in class org.deeplearning4j.text.movingwindow.Window

asyncIterator - Variable in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

AsyncLabelAwareIterator - Class in org.deeplearning4j.text.documentiterator

AsyncLabelAwareIterator(LabelAwareIterator, int) - Constructor for class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

AsyncSequencer(SequenceIterator<T>, Collection<String>) - Constructor for class org.deeplearning4j.models.sequencevectors.SequenceVectors.AsyncSequencer

asyncSupported() - Method in class org.deeplearning4j.iterator.BertIterator

asyncSupported() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

asyncSupported() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

B

backedIterator - Variable in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

backendIterator - Variable in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

backendIterator - Variable in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

BagOfWordsVectorizer - Class in org.deeplearning4j.bagofwords.vectorizer

BagOfWordsVectorizer() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

BagOfWordsVectorizer.Builder - Class in org.deeplearning4j.bagofwords.vectorizer

BaseSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

BaseSentenceIterator(SentencePreProcessor) - Constructor for class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

BaseSentenceIterator() - Constructor for class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

BaseTextVectorizer - Class in org.deeplearning4j.bagofwords.vectorizer

BaseTextVectorizer() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

BasicLabelAwareIterator - Class in org.deeplearning4j.text.documentiterator

BasicLabelAwareIterator.Builder - Class in org.deeplearning4j.text.documentiterator

BasicLineIterator - Class in org.deeplearning4j.text.sentenceiterator

BasicLineIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

BasicLineIterator(InputStream) - Constructor for class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

BasicLineIterator(String) - Constructor for class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

BasicModelUtils<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.reader.impl

BasicModelUtils() - Constructor for class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

BasicModelUtils.ArrayComparator - Class in org.deeplearning4j.models.embeddings.reader.impl

BasicModelUtils.SimilarityComparator - Class in org.deeplearning4j.models.embeddings.reader.impl

BasicModelUtils.WordSimilarity - Class in org.deeplearning4j.models.embeddings.reader.impl

BasicResultSetIterator - Class in org.deeplearning4j.text.sentenceiterator

BasicResultSetIterator(ResultSet, String) - Constructor for class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

BasicTransformerIterator - Class in org.deeplearning4j.models.sequencevectors.transformers.impl.iterables

BasicTransformerIterator(LabelAwareIterator, SentenceTransformer) - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

batch() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

batch() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

batches - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

batches - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

BatchItem<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.learning.impl.elements

BatchItem(T, T, long, double) - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

BatchItem(T, int[], boolean[], long, double, int) - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

BatchItem(T, int[], boolean[], long, double) - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

batchIter(int) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Iterate over batches

BatchSequences<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.learning.impl.elements

BatchSequences(int) - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

batchSize - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

batchSize(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines mini-batch size

batchSize - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

batchSize(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines batchSize option, viable only if iterations > 1

batchSize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines mini-batch size

batchSize() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

For word vectors, this is the batch size for which to train on

BertIterator - Class in org.deeplearning4j.iterator

BertIterator(BertIterator.Builder) - Constructor for class org.deeplearning4j.iterator.BertIterator

BertIterator.Builder - Class in org.deeplearning4j.iterator

BertIterator.FeatureArrays - Enum in org.deeplearning4j.iterator

BertIterator.LengthHandling - Enum in org.deeplearning4j.iterator

BertIterator.Task - Enum in org.deeplearning4j.iterator

BertIterator.UnsupervisedLabelFormat - Enum in org.deeplearning4j.iterator

BertMaskedLMMasker - Class in org.deeplearning4j.iterator.bert

BertMaskedLMMasker() - Constructor for class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

Create a BertMaskedLMMasker with all default probabilities

BertMaskedLMMasker(Random, double, double, double) - Constructor for class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

See: BertMaskedLMMasker for details.

BertSequenceMasker - Interface in org.deeplearning4j.iterator.bert

BertWordPiecePreProcessor - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

BertWordPiecePreProcessor() - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

BertWordPiecePreProcessor(boolean, boolean, Map<String, Integer>) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

BertWordPieceStreamTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

BertWordPieceStreamTokenizer(InputStream, Charset, NavigableMap<String, Integer>, TokenPreProcess, TokenPreProcess) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceStreamTokenizer

BertWordPieceTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

BertWordPieceTokenizer(String, NavigableMap<String, Integer>, TokenPreProcess, TokenPreProcess) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

BertWordPieceTokenizerFactory - Class in org.deeplearning4j.text.tokenization.tokenizerfactory

BertWordPieceTokenizerFactory(NavigableMap<String, Integer>, boolean, boolean) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

BertWordPieceTokenizerFactory(NavigableMap<String, Integer>, TokenPreProcess) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

BertWordPieceTokenizerFactory(File, boolean, boolean, Charset) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

Create a BertWordPieceTokenizerFactory, load the vocabulary from the specified file.
The expected format is a \n seperated list of tokens for vocab entries

BertWordPieceTokenizerFactory(InputStream, boolean, boolean, Charset) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

Create a BertWordPieceTokenizerFactory, load the vocabulary from the specified input stream.
The expected format for vocabulary is a \n seperated list of tokens for vocab entries

BinaryReader(File) - Constructor for class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

BinaryTree - Interface in org.deeplearning4j.models.sequencevectors.graph.huffman

BlindInferenceCallable(VocabCache<VocabWord>, TokenizerFactory, String) - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.BlindInferenceCallable

BlindInferenceCallable(VocabCache<VocabWord>, TokenizerFactory, String, AtomicLong) - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.BlindInferenceCallable

buffer - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

bufferSize - Variable in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

build() - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

build() - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

build() - Method in class org.deeplearning4j.iterator.BertIterator.Builder

build() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

build() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

build() - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

build() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

build() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

This method returns you new GraphWalker instance

build() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method builds PopularityWalker object with previously specified params

build() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

This method builds RandomWalker instance

build() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

build() - Method in class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator.Builder

Builds SequenceIterator

build() - Method in class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener.Builder

This method returns new SerializingListener instance

build() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Build SequenceVectors instance with defined settings/options

build() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

build() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

build() - Method in class org.deeplearning4j.models.word2vec.Huffman

build() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec.Builder

This method returns Static Word2Vec implementation, which is suitable for tasks like neural nets feeding.

build() - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

build() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

build() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

build() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

build() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

build() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator.Builder

build() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator.Builder

build() - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator.Builder

build() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator.Builder

Deprecated.

build() - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator.Builder

Builder() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

Builder() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

builder() - Static method in class org.deeplearning4j.iterator.BertIterator

Builder() - Constructor for class org.deeplearning4j.iterator.BertIterator.Builder

Builder() - Constructor for class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Deprecated.

Due to old default, that will be changed in the future. Use #Builder(Format) to specify the CnnSentenceDataSetIterator.Format of the activations

Builder(CnnSentenceDataSetIterator.Format) - Constructor for class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Builder() - Constructor for class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

Builder(GraphWalker<V>, VectorsConfiguration) - Constructor for class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

Builder() - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

Builder(VectorsConfiguration) - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

Builder(IGraph<V, ?>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

Builder(IGraph<T, ?>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

Builder(IGraph<T, ?>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

Builder constructor for RandomWalker

Builder(IGraph<T, ? extends Number>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

Builder(Iterable<Sequence<T>>) - Constructor for class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator.Builder

Builds AbstractSequenceIterator on top of Iterable object

Builder(ListenerEvent, int) - Constructor for class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener.Builder

Builder() - Constructor for class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Builder(VectorsConfiguration) - Constructor for class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Builder() - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

Builder(GraphWalker<T>) - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

Builder(IGraph<T, ?>) - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

Builder() - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

Builder(AbstractStorage<Integer>, VocabCache<VocabWord>) - Constructor for class org.deeplearning4j.models.word2vec.StaticWord2Vec.Builder

Builder() - Constructor for class org.deeplearning4j.models.word2vec.Word2Vec.Builder

Builder(VectorsConfiguration) - Constructor for class org.deeplearning4j.models.word2vec.Word2Vec.Builder

Builder() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

Builder() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

Builder() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

Builder() - Constructor for class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

This method should stay protected, since it's only viable for testing purposes

Builder(SentenceIterator) - Constructor for class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

We assume that each sentence in this iterator is separate document/paragraph

Builder(DocumentIterator) - Constructor for class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

We assume that each inputStream in this iterator is separate document/paragraph

Builder(LabelAwareSentenceIterator) - Constructor for class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

We assume that each sentence in this iterator is separate document/paragraph.

Builder(LabelAwareDocumentIterator) - Constructor for class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

We assume that each inputStream in this iterator is separate document/paragraph Labels will be converted into LabelledDocument format

Builder(LabelAwareIterator) - Constructor for class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

Builder() - Constructor for class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator.Builder

Builder() - Constructor for class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator.Builder

Builder() - Constructor for class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator.Builder

Builder(SentenceIterator) - Constructor for class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator.Builder

Deprecated.

Builder(InputStream) - Constructor for class org.deeplearning4j.text.sentenceiterator.StreamLineIterator.Builder

Builder(DocumentIterator) - Constructor for class org.deeplearning4j.text.sentenceiterator.StreamLineIterator.Builder

buildExtendedLookupTable() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

Placeholder for future implementation

buildExtendedVocabulary() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

Placeholder for future implementation

buildJointVocabulary(boolean, boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

This method scans all sources passed through builder, and returns all words as vocab.

buildMergedVocabulary(WordVectors, boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

This method transfers existing WordVectors model into current one

buildMergedVocabulary(VocabCache<T>, boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

This method transfers existing vocabulary into current one Please note: this method expects source vocabulary has Huffman tree indexes applied

buildNode(List<Byte>, List<Integer>, int, int) - Static method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

buildTree(int[]) - Method in class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

Build the Huffman tree given an array of vertex degrees

buildVocab() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

buildVocab() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

Builds vocabulary from provided SequenceIterator instance

C

cache(VocabCache<T>) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

cache - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

call() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.BlindInferenceCallable

call() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.InferenceCallable

capacity - Static variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

CBOW<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.learning.impl.elements

CBOW() - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

cbow(int, List<T>, int, AtomicLong, double, int, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

charSet - Variable in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

checkIfEmpty(Map<String, Integer>, String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

cleanup() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Cleanup any resources used

clear() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

close() - Method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

close() - Method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.CSVReader

CnnSentenceDataSetIterator - Class in org.deeplearning4j.iterator

CnnSentenceDataSetIterator(CnnSentenceDataSetIterator.Builder) - Constructor for class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

CnnSentenceDataSetIterator.Builder - Class in org.deeplearning4j.iterator

CnnSentenceDataSetIterator.Format - Enum in org.deeplearning4j.iterator

Format of features:
CNN1D: For use with 1d convolution layers: Shape [minibatch, vectorSize, sentenceLength]
CNN2D: For use with 2d convolution layers: Shape [minibatch, 1, vectorSize, sentenceLength] or [minibatch, 1, sentenceLength, vectorSize], depending on the setting for 'sentencesAlongHeight' configuration.

CnnSentenceDataSetIterator.UnknownWordHandling - Enum in org.deeplearning4j.iterator

codeLength - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

codes - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

codes - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

CollectionLabeledPairSentenceProvider - Class in org.deeplearning4j.iterator.provider

CollectionLabeledPairSentenceProvider(List<String>, List<String>, List<String>) - Constructor for class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

Lists containing sentences to iterate over with a third for labels Sentences in the same position in the first two lists are considered a pair

CollectionLabeledPairSentenceProvider(List<String>, List<String>, List<String>, Random) - Constructor for class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

Lists containing sentences to iterate over with a third for labels Sentences in the same position in the first two lists are considered a pair

CollectionLabeledSentenceProvider - Class in org.deeplearning4j.iterator.provider

CollectionLabeledSentenceProvider(List<String>, List<String>) - Constructor for class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

CollectionLabeledSentenceProvider(List<String>, List<String>, Random) - Constructor for class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

CollectionSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

CollectionSentenceIterator(SentencePreProcessor, Collection<String>) - Constructor for class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

CollectionSentenceIterator(Collection<String>) - Constructor for class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

CommonPreprocessor - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

CommonPreprocessor() - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.CommonPreprocessor

compare(Double[], Double[]) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils.ArrayComparator

compare(BasicModelUtils.WordSimilarity, BasicModelUtils.WordSimilarity) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils.SimilarityComparator

compare(Vertex<V>, Vertex<V>) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.VertexComparator

compare(PopularityWalker.Node<T>, PopularityWalker.Node<T>) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.NodeComparator

compareTo(SequenceElement) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

CompositePreProcessor - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

CompositePreProcessor(TokenPreProcess...) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.CompositePreProcessor

CompositePreProcessor(Collection<? extends TokenPreProcess>) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.CompositePreProcessor

configuration - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

configuration - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

configuration - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

configuration - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

configure(VocabCache<T>, WeightLookupTable<T>, VectorsConfiguration) - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

configure(VocabCache<T>, WeightLookupTable<T>, VectorsConfiguration) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

configure(VocabCache<T>, WeightLookupTable<T>, VectorsConfiguration) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

SkipGram initialization over given vocabulary and WeightLookupTable

configure(VocabCache<T>, WeightLookupTable<T>, VectorsConfiguration) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

configure(VocabCache<T>, WeightLookupTable<T>, VectorsConfiguration) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

configure(VocabCache<T>, WeightLookupTable<T>, VectorsConfiguration) - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

configured - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

consume(InMemoryLookupTable<T>) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

This method consumes weights of a given InMemoryLookupTable PLEASE NOTE: this method explicitly resets current weights

Consumer - Class in org.deeplearning4j.models.sequencevectors

Consumer() - Constructor for class org.deeplearning4j.models.sequencevectors.Consumer

consumeVocabulary(VocabularyHolder) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

containsElement(T) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Checks, if specified element exists in vocabulary

containsWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Checks, if specified label exists in vocabulary

containsWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns true if the cache contains the given word

containsWord(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns true if the cache contains the given word

containsWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

Checks vocabulary for the word existence

ContextLabelRetriever - Class in org.deeplearning4j.text.movingwindow

CORRECT - Static variable in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

count - Static variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

countDown() - Method in class org.deeplearning4j.models.word2vec.StreamWork

counter - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

countFinished - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

countSubmitted - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

Returns number of tokens PLEASE NOTE: this method effectively preloads all tokens.

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

countTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.NGramTokenizer

countTokens() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

The number of tokens in the tokenizer

create() - Method in class org.deeplearning4j.bagofwords.vectorizer.DefaultInputStreamCreator

create(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.vertex.AbstractVertexFactory

create(int, T) - Method in class org.deeplearning4j.models.sequencevectors.graph.vertex.AbstractVertexFactory

create(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.vertex.VertexFactory

create(int, T) - Method in interface org.deeplearning4j.models.sequencevectors.graph.vertex.VertexFactory

create() - Method in interface org.deeplearning4j.models.word2vec.InputStreamCreator

Create an input stream

create(String) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

create(InputStream) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

create(String) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

create(InputStream) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

create(String) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.NGramTokenizerFactory

create(InputStream) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.NGramTokenizerFactory

create(String) - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

The tokenizer to createComplex

create(InputStream) - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

Create a tokenizer based on an input stream

CSVReader(File) - Constructor for class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.CSVReader

currentFile - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

currentIterator - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

currentIterator - Variable in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

currentLabel() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareDocumentIterator

Returns the current label

currentLabel() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

currentLabel() - Method in interface org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareSentenceIterator

Returns the current label for nextSentence()

currentLabels() - Method in class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

currentLabels() - Method in interface org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareSentenceIterator

For multi label problems

currIndex - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.WeightIterator

currLineIterator - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

D

dataSetPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Optional DataSetPreProcessor

DBOW<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.learning.impl.sequence

DBOW() - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

dbow(int, Sequence<T>, int, AtomicLong, double, boolean, INDArray, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

decodeB64(String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.ReadHelper

Encode input string

DEFAULT_MASK_PROB - Static variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

DEFAULT_MASK_TOKEN_PROB - Static variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

DEFAULT_RANDOM_WORD_PROB - Static variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

DEFAULT_UNK - Static variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

DefaultInputStreamCreator - Class in org.deeplearning4j.bagofwords.vectorizer

DefaultInputStreamCreator(DocumentIterator) - Constructor for class org.deeplearning4j.bagofwords.vectorizer.DefaultInputStreamCreator

DefaultStreamTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

Tokenizer based on the StreamTokenizer

DefaultStreamTokenizer(InputStream) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

DefaultTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

Default tokenizer

DefaultTokenizer(String) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

DefaultTokenizerFactory - Class in org.deeplearning4j.text.tokenization.tokenizerfactory

Default tokenizer based on string tokenizer or stream tokenizer

DefaultTokenizerFactory() - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

depth - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

depth - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

deserialize(String) - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.SequenceElementFactory

This method builds object from provided JSON

deserialize(String) - Method in class org.deeplearning4j.models.sequencevectors.serialization.AbstractElementFactory

This method builds object from provided JSON

deserialize(String) - Method in class org.deeplearning4j.models.sequencevectors.serialization.VocabWordFactory

This method builds object from provided JSON

disableLogging() - Static method in class org.deeplearning4j.text.movingwindow.Util

DM<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.learning.impl.sequence

DM() - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

dm(int, Sequence<T>, int, AtomicLong, double, List<T>, boolean, INDArray, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

docAppearedIn(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns number of documents (if applicable) the label was observed in.

docAppearedIn(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

docAppearedIn(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Count of documents a word appeared in

docFrequencies - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

docIter - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

docs() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Iterate over documents

document(int) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns a list of words for a document

DocumentIterator - Interface in org.deeplearning4j.text.documentiterator

DocumentIteratorConverter - Class in org.deeplearning4j.text.documentiterator.interoperability

DocumentIteratorConverter(LabelAwareDocumentIterator) - Constructor for class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

DocumentIteratorConverter(DocumentIterator, LabelsSource) - Constructor for class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

documentPosition - Variable in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

documents(T) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns the list of documents a vocab word is in

documentWithLabel(int) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns a list of words for a document and the associated label

documentWithLabels(int) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns a list of words associated with the document and the associated labels

E

eachDoc(Function<List<T>, Void>, Executor) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Iterate over each document

eachDocWithLabel(Function<Pair<List<T>, String>, Void>, Executor) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Iterate over each document with a label

eachDocWithLabels(Function<Pair<List<T>, Collection<String>>, Void>, Executor) - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Iterate over each document with a label

Edge<T extends Number> - Class in org.deeplearning4j.models.sequencevectors.graph.primitives

Edge(int, int, T, boolean) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Edge

elementAtIndex(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns SequenceElement at specified index

elementAtIndex(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

elementAtIndex(int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns SequenceElement at the given index or null

elementFrequency - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

elements - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

ElementsLearningAlgorithm<T extends SequenceElement> - Interface in org.deeplearning4j.models.embeddings.learning

elementsLearningAlgorithm(String) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

elementsLearningAlgorithm(ElementsLearningAlgorithm<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

elementsLearningAlgorithm(ElementsLearningAlgorithm<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

elementsLearningAlgorithm(String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

elementsLearningAlgorithm - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

elementsLearningAlgorithm(String) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

* Sets specific LearningAlgorithm as Elements Learning Algorithm

elementsLearningAlgorithm(ElementsLearningAlgorithm<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

* Sets specific LearningAlgorithm as Elements Learning Algorithm

elementsLearningAlgorithm - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

elementsLearningAlgorithm(String) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

elementsLearningAlgorithm(ElementsLearningAlgorithm<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

elementsMap - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

enableScavenger(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

enableScavenger(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method ebables/disables periodical vocab truncation during construction Default value: disabled

enableScavenger - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

enableScavenger(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method ebables/disables periodical vocab truncation during construction Default value: disabled

enableScavenger - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

enableScavenger(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method ebables/disables periodical vocab truncation during construction Default value: disabled

enableScavenger(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

encodeB64(String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.ReadHelper

Encode input string

EndingPreProcessor - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

Gets rid of endings: ed,ing, ly, s, .

EndingPreProcessor() - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.EndingPreProcessor

epochs(int) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

epochs(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines number of epochs (iterations over whole training corpus) for training

epochs(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines how much iterations should be done over whole training corpus during modelling

epochs(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines number of epochs (iterations over whole training corpus) for training

equals(Object) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Edge

equals(Object) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

equals(Object) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Vertex

equals(Object) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

equals(Object) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Equals method override should be properly implemented for any extended class, otherwise it will be based on label equality

equals(Object) - Method in class org.deeplearning4j.models.word2vec.VocabWord

equals(Object) - Method in class org.deeplearning4j.models.word2vec.VocabWork

equals(Object) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

equals(Object) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

eventListeners - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

existingModel - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

existingVectors - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

EXISTS - Static variable in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

expTable - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

expTable - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

expTable - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

expTable - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

externalCache(VocabCache) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

extractLabels() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

F

FastText - Class in org.deeplearning4j.models.fasttext

FastText(File) - Constructor for class org.deeplearning4j.models.fasttext.FastText

FastText() - Constructor for class org.deeplearning4j.models.fasttext.FastText

featureArrays - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

featureArrays(BertIterator.FeatureArrays) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Specify what arrays should be returned.

featureArrays - Variable in class org.deeplearning4j.iterator.BertIterator

featurizeSentencePairs(List<Pair<String, String>>) - Method in class org.deeplearning4j.iterator.BertIterator

For use during inference.

featurizeSentences(List<String>) - Method in class org.deeplearning4j.iterator.BertIterator

For use during inference.

fetchLabels(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

Sets, if labels should be fetched, during vocab building

file - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

FileDocumentIterator - Class in org.deeplearning4j.text.documentiterator

Iterate over files

FileDocumentIterator(String) - Constructor for class org.deeplearning4j.text.documentiterator.FileDocumentIterator

FileDocumentIterator(File) - Constructor for class org.deeplearning4j.text.documentiterator.FileDocumentIterator

fileIterator - Variable in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

FileLabelAwareIterator - Class in org.deeplearning4j.text.documentiterator

FileLabelAwareIterator() - Constructor for class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

FileLabelAwareIterator(List<File>, LabelsSource) - Constructor for class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

FileLabelAwareIterator.Builder - Class in org.deeplearning4j.text.documentiterator

FileLabeledSentenceProvider - Class in org.deeplearning4j.iterator.provider

FileLabeledSentenceProvider(Map<String, List<File>>) - Constructor for class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

FileLabeledSentenceProvider(Map<String, List<File>>, Random) - Constructor for class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

FilenamesLabelAwareIterator - Class in org.deeplearning4j.text.documentiterator

FilenamesLabelAwareIterator() - Constructor for class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

FilenamesLabelAwareIterator(List<File>, LabelsSource) - Constructor for class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

FilenamesLabelAwareIterator.Builder - Class in org.deeplearning4j.text.documentiterator

files - Variable in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

files - Variable in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

FileSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

FileSentenceIterator(SentencePreProcessor, File) - Constructor for class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

Takes a single file or directory

FileSentenceIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

FilteredSequenceIterator<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.iterators

FilteredSequenceIterator(SequenceIterator<T>, VocabCache<T>) - Constructor for class org.deeplearning4j.models.sequencevectors.iterators.FilteredSequenceIterator

Creates Filtered SequenceIterator on top of another SequenceIterator and appropriate VocabCache instance

filterVocab(AbstractCache<T>, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

finalize() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

finalize() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

findLongestSubstring(NavigableMap<String, Integer>, String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

finish() - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

finish() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

finish() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

finish() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

finish() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

finish() - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

finish() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Finishes saving data

finish() - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

finish() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Allows for any finishing (closing of input streams or the like)

finish() - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

finish() - Method in class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

fit() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

fit() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Train the model

fit() - Method in class org.deeplearning4j.models.fasttext.FastText

fit() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

fit() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

Starts training over

FlatModelUtils<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.reader.impl

FlatModelUtils() - Constructor for class org.deeplearning4j.models.embeddings.reader.impl.FlatModelUtils

foldersToScan - Variable in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator.Builder

foldersToScan - Variable in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator.Builder

fromJson(String) - Static method in class org.deeplearning4j.models.embeddings.loader.VectorsConfiguration

fromJson(String) - Static method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

fromJson(String) - Static method in class org.deeplearning4j.models.word2vec.Word2Vec

fromJson(String) - Static method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

fromJson(String) - Static method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

fromPair(Pair<InMemoryLookupTable, VocabCache>) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Load word vectors from the given pair

fromTableAndVocab(WeightLookupTable, VocabCache) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Load word vectors for the given vocab and table

FTLossFunctions - Enum in org.deeplearning4j.models.fasttext

FTModels - Enum in org.deeplearning4j.models.fasttext

FTOptions - Enum in org.deeplearning4j.models.fasttext

G

gen - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

gen(Random) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

generator - Variable in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

generator - Variable in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

get(int) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

getAlpha() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getBatch() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

getBatch() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

getBegin() - Method in class org.deeplearning4j.text.movingwindow.Window

getCode(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.huffman.BinaryTree

getCode(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

getCodeLength(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.huffman.BinaryTree

getCodeLength(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

getCodeLength() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Returns Huffman code length.

getCodeList(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

getCodeName() - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

getCodeName() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

getCodeName() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

Returns implementation code name

getCodeName() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

getCodeName() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

getCodeName() - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

getCodes() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getCodes() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Returns Huffman tree codes

getCodeString(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.huffman.BinaryTree

getCodeString(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

getConnectedVertexIndices(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getConnectedVertexIndices(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Return an array of indexes of vertices that the specified vertex is connected to.
Specifically, for undirected graphs return int[] of all X.vertexID() such that (vertex -- X) exists
For directed graphs, return int[] of all X.vertexID() such that (vertex -> X) exists

getConnectedVertices(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getConnectedVertices(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Get a list of all of the vertices that the specified vertex is connected to
Specifically, for undirected graphs return list of all X such that (vertex -- X) exists
For directed graphs, return list of all X such that (vertex -> X) exists

getContextWindowSize() - Method in class org.deeplearning4j.models.fasttext.FastText

getCount() - Method in class org.deeplearning4j.models.word2vec.StreamWork

getCount() - Method in class org.deeplearning4j.models.word2vec.VocabWork

getDimension() - Method in class org.deeplearning4j.models.fasttext.FastText

getEdgesOut(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getEdgesOut(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Returns a list of edges for a vertex with a given index For undirected graphs, returns all edges incident on the vertex For directed graphs, only returns outward directed edges

getElementByIndex(int) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

This method returns sequence element by index

getElementByLabel(String) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Returns single element out of this sequence by its label

getElementFrequency() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method returns SequenceElement's frequency in current training corpus.

getElements() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Returns an ordered unmodifiable list of elements from this sequence

getElementsLearningAlgorithm() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

getElementsLearningAlgorithm() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

getElementsLearningAlgorithm() - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

getElementsScore() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

getEnd() - Method in class org.deeplearning4j.text.movingwindow.Window

getEpoch() - Method in class org.deeplearning4j.models.fasttext.FastText

getExpTable() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getFocusWord() - Method in class org.deeplearning4j.text.movingwindow.Window

getGradient(int, double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getGradient(int, double) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Returns gradient for specified word

getGradient(int, double, double) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Deprecated.

getHistoricalGradient() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Deprecated.

getIndex() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Inverted index

getIndex() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Returns index in Huffman tree

getIs() - Method in class org.deeplearning4j.models.word2vec.StreamWork

getLabel() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method should return string representation of this SequenceElement, so it can be used for

getLabel() - Method in class org.deeplearning4j.models.sequencevectors.sequence.ShallowSequenceElement

getLabel() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getLabel() - Method in class org.deeplearning4j.models.word2vec.VocabWork

getLabel() - Method in class org.deeplearning4j.text.documentiterator.LabelledDocument

Deprecated.

getLabel(int) - Method in interface org.deeplearning4j.text.labels.LabelsProvider

getLabel() - Method in class org.deeplearning4j.text.movingwindow.Window

getLabelClassMap() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

getLabelPrefix() - Method in class org.deeplearning4j.models.fasttext.FastText

getLabels() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

getLabels(List<BasicModelUtils.WordSimilarity>, int) - Static method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

getLabels() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

getLabels() - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

This method returns the list of labels used by this generator instance.

getLabelsSource() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

This method returns LabelsSource instance, containing all labels derived from this iterator

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

getLabelsSource() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareIterator

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

getLabelsSource() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

This method returns LabelsSource instance, containing all labels derived from this iterator

getLabelsSource() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

getLastWord() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getLayerSize() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

This method returns word vector size

getLearningRate() - Method in class org.deeplearning4j.models.fasttext.FastText

getLongHash(String) - Static method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

getLossName() - Method in class org.deeplearning4j.models.fasttext.FastText

getLr() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

Deprecated.

getMedian() - Method in class org.deeplearning4j.text.movingwindow.Window

getModelName() - Method in class org.deeplearning4j.models.fasttext.FastText

getNegative() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getNegativesNumber() - Method in class org.deeplearning4j.models.fasttext.FastText

getNumberOfBuckets() - Method in class org.deeplearning4j.models.fasttext.FastText

getNumberOfLabelsUsed() - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

This method returns number of labels used up to the method's call

getNumberOfSequences() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

This method returns total number of sequences passed through VocabConstructor

getNumLabel() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getPathInnerNodes(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.huffman.BinaryTree

getPathInnerNodes(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

getPoints() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Returns Huffman tree points

getPreProcessor() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

getPreProcessor() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

getPreProcessor() - Method in class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

getRandomConnectedVertex(int, Random) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getRandomConnectedVertex(int, Random) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Randomly sample a vertex connected to a given vertex.

getRandomValue() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getSequenceLabel() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Returns label for this sequence

getSequenceLabels() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Returns all labels for this sequence

getSequencesCount() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method returns number of documents/sequences where this element was evidenced

getSequencesScore() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

getSourceGraph() - Method in interface org.deeplearning4j.models.sequencevectors.graph.walkers.GraphWalker

getStopWords() - Static method in class org.deeplearning4j.text.stopwords.StopWords

getStorageId() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

getSyn0() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getSyn1() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getSyn1Neg() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getTable() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getTableId() - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Returns unique ID of this table.

getTokenizerFactory(VectorsConfiguration) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

getTokenPreProcessor() - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

Returns TokenPreProcessor set for this TokenizerFactory instance

getTokenPreProcessor() - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.NGramTokenizerFactory

Returns TokenPreProcessor set for this TokenizerFactory instance

getTokenPreProcessor() - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

Returns TokenPreProcessor set for this TokenizerFactory instance

getTokens() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

Returns all tokens as list of Strings

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

getTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.NGramTokenizer

getTokens() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

Returns a list of all the tokens

getUNK() - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

getUNK() - Method in class org.deeplearning4j.models.fasttext.FastText

getUNK() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

getUNK() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

getVertex(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getVertex(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Get a vertex in the graph for a given index

getVertexDegree(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getVertexDegree(int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Returns the degree of the vertex.
For undirected graphs, this is just the degree.
For directed graphs, this returns the outdegree

getVertices(int[]) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getVertices(int, int) - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

getVertices(int[]) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Get multiple vertices in the graph

getVertices(int, int) - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Get multiple vertices in the graph, with secified indices

getVocab() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getVocab() - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

getVocabCache() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

The vocab sorted in descending order

getVocabCache() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getVocabCache() - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Returns corresponding vocabulary

getVocabs() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

getVocabulary() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

getVocabularyWordByIdx(Integer) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

getVocabularyWordByString(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

getWeights() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

getWeights() - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

getWindowSize() - Method in class org.deeplearning4j.text.movingwindow.Window

getWindowWords() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getWord() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getWord() - Method in class org.deeplearning4j.models.word2vec.VocabWord

getWord(int) - Method in class org.deeplearning4j.text.movingwindow.Window

getWordFrequencies() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

getWordNgrams() - Method in class org.deeplearning4j.models.fasttext.FastText

getWords() - Method in class org.deeplearning4j.text.movingwindow.Window

getWordStatuses() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

getWordVector(String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Get the word vector for a given matrix

getWordVector(String) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Get the word vector for a given matrix

getWordVector(String) - Method in class org.deeplearning4j.models.fasttext.FastText

getWordVector(String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Get the word vector for a given matrix

getWordVectorMatrix(String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Get the word vector for a given matrix

getWordVectorMatrix(String) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

getWordVectorMatrix(String) - Method in class org.deeplearning4j.models.fasttext.FastText

getWordVectorMatrix(String) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

getWordVectorMatrix(String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Get the word vector for a given matrix

getWordVectorMatrixNormalized(String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Returns the word vector divided by the norm2 of the array

getWordVectorMatrixNormalized(String) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Returns the word vector divided by the norm2 of the array

getWordVectorMatrixNormalized(String) - Method in class org.deeplearning4j.models.fasttext.FastText

getWordVectorMatrixNormalized(String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Returns the word vector divided by the norm2 of the array

getWordVectors(Collection<String>) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

This method returns 2D array, where each row represents corresponding word/label

getWordVectors(Collection<String>) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

This method returns 2D array, where each row represents corresponding label

getWordVectors(Collection<String>) - Method in class org.deeplearning4j.models.fasttext.FastText

getWordVectors(Collection<String>) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

This method returns 2D array, where each row represents corresponding word/label

getWordVectorsMean(Collection<String>) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

This method returns mean vector, built from words/labels passed in

getWordVectorsMean(Collection<String>) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

This method returns mean vector, built from words/labels passed in

getWordVectorsMean(Collection<String>) - Method in class org.deeplearning4j.models.fasttext.FastText

getWordVectorsMean(Collection<String>) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

This method returns mean vector, built from words/labels passed in

getWork() - Method in class org.deeplearning4j.models.word2vec.VocabWork

getWorkers() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

getWorkers() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

Graph<V extends SequenceElement,E extends Number> - Class in org.deeplearning4j.models.sequencevectors.graph.primitives

Graph(int, VertexFactory<V>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

Graph(int, boolean, VertexFactory<V>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

Graph(List<Vertex<V>>, boolean) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

Graph(Collection<V>, boolean) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

Graph(List<Vertex<V>>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

Graph() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

GraphHuffman - Class in org.deeplearning4j.models.sequencevectors.graph.huffman

GraphHuffman(int) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

GraphHuffman(int, int) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.huffman.GraphHuffman

GraphTransformer<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.transformers.impl

GraphTransformer() - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

GraphTransformer.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.transformers.impl

GraphWalker<T extends SequenceElement> - Interface in org.deeplearning4j.models.sequencevectors.graph.walkers

H

hash - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

hashCached - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

hashCode() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Edge

hashCode() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

hashCode() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Vertex

hashCode() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

hashCode() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

hashCode method override should be properly implemented for any extended class, otherwise it will be based on label hashCode

hashCode() - Method in class org.deeplearning4j.models.word2vec.VocabWord

hashCode() - Method in class org.deeplearning4j.models.word2vec.VocabWork

hashCode() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

hashCode() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

hasMoreLines() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.AsyncSequencer

hasMoreSequences() - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.SequenceIterator

hasMoreSequences() - Method in class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator

Checks, if there's more sequences available

hasMoreSequences() - Method in class org.deeplearning4j.models.sequencevectors.iterators.FilteredSequenceIterator

Checks, if there's any more sequences left in underlying iterator

hasMoreSequences() - Method in class org.deeplearning4j.models.sequencevectors.iterators.SynchronizedSequenceIterator

Checks, if there's any more sequences left in data source

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

Checks, if any prebuffered tokens left, otherswise checks underlying stream

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

hasMoreTokens() - Method in class org.deeplearning4j.text.tokenization.tokenizer.NGramTokenizer

hasMoreTokens() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

An iterator for tracking whether more tokens are left in the iterator not

hasNext() - Method in class org.deeplearning4j.iterator.BertIterator

hasNext() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

hasNext() - Method in interface org.deeplearning4j.iterator.LabeledPairSentenceProvider

Are there more sentences/documents available?

hasNext() - Method in interface org.deeplearning4j.iterator.LabeledSentenceProvider

Are there more sentences/documents available?

hasNext() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

hasNext() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

hasNext() - Method in class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

hasNext() - Method in class org.deeplearning4j.iterator.provider.LabelAwareConverter

hasNext() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.WeightIterator

hasNext() - Method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

hasNext() - Method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.CSVReader

hasNext() - Method in interface org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.Reader

hasNext() - Method in interface org.deeplearning4j.models.sequencevectors.graph.walkers.GraphWalker

This method checks, if walker has any more sequences left in queue

hasNext() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

hasNext() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

This method checks, if walker has any more sequences left in queue

hasNext() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

This method checks, if walker has any more sequences left in queue

hasNext() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker

This method checks, if walker has any more sequences left in queue

hasNext() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

hasNext() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

hasNext() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Returns true if the iteration has more elements.

hasNext() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

hasNext() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

hasNext() - Method in interface org.deeplearning4j.text.documentiterator.DocumentIterator

Whether there are anymore documents in the iterator

hasNext() - Method in class org.deeplearning4j.text.documentiterator.FileDocumentIterator

hasNext() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

hasNext() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

hasNext() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

hasNext() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

hasNext() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

hasNext() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Same idea as Iterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

hasNext() - Method in class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

This method checks, if there's more LabelledDocuments

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

hasNextDocument() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareIterator

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

hasNextDocument() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

This method checks, if there's more LabelledDocuments in underlying iterator

hasNextDocument() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

hasToken(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Checks, if specified label already exists in vocabulary.

hasToken(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

hasToken(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns whether the cache contains this token or not

hasWord(String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Returns true if the model has this word in the vocab

hasWord(String) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Returns true if the model has this word in the vocab

hasWord(String) - Method in class org.deeplearning4j.models.fasttext.FastText

hasWord(String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Returns true if the model has this word in the vocab

Huffman - Class in org.deeplearning4j.models.word2vec

Huffman tree builder

Huffman(Collection<? extends SequenceElement>) - Constructor for class org.deeplearning4j.models.word2vec.Huffman

Huffman(Collection<? extends SequenceElement>, int) - Constructor for class org.deeplearning4j.models.word2vec.Huffman

Builds Huffman tree for collection of SequenceElements, with defined CODE_LENGTH Default CODE_LENGTH is 40

HuffmanNode - Class in org.deeplearning4j.models.word2vec.wordstore

HuffmanNode() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.HuffmanNode

HuffmanNode(byte[], int[], int, byte) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.HuffmanNode

hugeModelExpected - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

hugeModelExpected - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

hugeModelExpected(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

hugeModelExpected(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

With this argument set to true, you'll have your vocab scanned for low-freq words periodically.

I

idxCounter - Variable in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

IGraph<V extends SequenceElement,E extends Number> - Interface in org.deeplearning4j.models.sequencevectors.graph.primitives

importVocabulary(VocabCache<T>) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

This method imports all elements from VocabCache passed as argument If element already exists,

importVocabulary(VocabCache<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

importVocabulary(VocabCache<T>) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

imports vocabulary

increaseElementFrequency(int) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Increases element frequency counter by argument

increment() - Method in class org.deeplearning4j.models.word2vec.VocabWork

incrementCount() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

incrementDocCount(String, long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Increment number of documents the label was observed in Please note: this method is NOT thread-safe

incrementDocCount(String, long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

incrementDocCount(String, long) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the document count

incrementElementFrequency() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Increases element frequency counter by 1

incrementRetentionStep() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

incrementSequencesCount() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Increments document count by one

incrementSequencesCount(long) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Increments document count by specified value

incrementTotalDocCount() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Increment total number of documents observed by 1

incrementTotalDocCount(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Increment total number of documents observed by specified value

incrementTotalDocCount() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

incrementTotalDocCount(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

incrementTotalDocCount() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the doc count

incrementTotalDocCount(long) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the doc count

incrementWordCount(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Increment frequency for specified label by 1

incrementWordCount(String, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Increment frequency for specified label by specified value

incrementWordCount(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Increment the count for the given word

incrementWordCount(String, int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Increment the count for the given word by the amount increment

incrementWordCount(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the count for the given word

incrementWordCount(String, int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Increment the count for the given word by the amount increment

incrementWordCounter(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

Increments by one number of occurrences of the word in corpus

index - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

index - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

indexOf(String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

indexOf(String) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

indexOf(String) - Method in class org.deeplearning4j.models.fasttext.FastText

indexOf(String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

indexOf(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns Huffman index for specified label

indexOf(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns the index of a given word

indexOf(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the index of a given word

indexOf(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This method returns index of word in sorted list.

indexOf(String) - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

InferenceCallable(VocabCache<VocabWord>, TokenizerFactory, LabelledDocument) - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.InferenceCallable

InferenceCallable(VocabCache<VocabWord>, TokenizerFactory, LabelledDocument, AtomicLong) - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.InferenceCallable

inferenceExecutor - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

inferenceLocker - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

inferSequence(Sequence<T>, long, double, double, int) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

This method does training on previously unseen paragraph, and returns inferred vector

inferSequence(Sequence<T>, long, double, double, int) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

This method does training on previously unseen paragraph, and returns inferred vector

inferSequence(Sequence<T>, long, double, double, int) - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

This method does training on previously unseen paragraph, and returns inferred vector

inferVector(Collection<Vertex<V>>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec

Deprecated.

inferVector(String, double, double, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method calculates inferred vector for given text

inferVector(LabelledDocument, double, double, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method calculates inferred vector for given document

inferVector(List<VocabWord>, double, double, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method calculates inferred vector for given document

inferVector(String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method calculates inferred vector for given text, with default parameters for learning rate and iterations

inferVector(LabelledDocument) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method calculates inferred vector for given document, with default parameters for learning rate and iterations

inferVector(List<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method calculates inferred vector for given list of words, with default parameters for learning rate and iterations

inferVectorBatched(LabelledDocument) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method implements batched inference, based on Java Future parallelism model.

inferVectorBatched(String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method implements batched inference, based on Java Future parallelism model.

inferVectorBatched(List<String>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method does inference on a given List<String>

init(WeightLookupTable<T>) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

init(WeightLookupTable<T>) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

This method implementations should accept given lookup table, and use them in further calls to interface methods

init - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

init() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Init method validates configuration defined using

initAdaGrad() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

initExpTable() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

initialize() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

This method handles required initialization for GraphTransformer

initInference() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

initLearners() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

initNegative() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

InMemoryLookupCache - Class in org.deeplearning4j.models.word2vec.wordstore.inmemory

Deprecated.

InMemoryLookupCache() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

InMemoryLookupCache(boolean) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

InMemoryLookupTable<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.inmemory

Default word lookup table

InMemoryLookupTable() - Constructor for class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

InMemoryLookupTable(VocabCache<T>, int, boolean, double, Random, double, boolean) - Constructor for class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

InMemoryLookupTable(VocabCache<T>, int, boolean, double, Random, double) - Constructor for class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

InMemoryLookupTable.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.inmemory

InMemoryLookupTable.WeightIterator - Class in org.deeplearning4j.models.embeddings.inmemory

inputColumns() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

inputColumns() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

InputHomogenization - Class in org.deeplearning4j.text.inputsanitation

InputHomogenization(String) - Constructor for class org.deeplearning4j.text.inputsanitation.InputHomogenization

Input text to applyTransformToOrigin

InputHomogenization(String, boolean) - Constructor for class org.deeplearning4j.text.inputsanitation.InputHomogenization

InputHomogenization(String, List<String>) - Constructor for class org.deeplearning4j.text.inputsanitation.InputHomogenization

InputStreamCreator - Interface in org.deeplearning4j.models.word2vec

intersectModel(SequenceVectors<T>, boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

intersectModel - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

intersectModel(SequenceVectors, boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

intersectVectors - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

InvertedIndex<T extends SequenceElement> - Interface in org.deeplearning4j.text.invertedindex

isBeginLabel() - Method in class org.deeplearning4j.text.movingwindow.Window

isChineseCharacter(int) - Static method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

isControlCharacter(int) - Static method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

isEarlyTerminationHit() - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

isEarlyTerminationHit() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

isEarlyTerminationHit() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

SkipGram has no reasons for early termination ever.

isEarlyTerminationHit() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

DBOW has no reasons for early termination

isEarlyTerminationHit() - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

isEarlyTerminationHit() - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

isEmpty() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Checks, if sequence is empty

isEndLabel() - Method in class org.deeplearning4j.text.movingwindow.Window

isLabel - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

isLabel() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Returns whether this element was defined as label, or no

isLabelEnabled() - Method in interface org.deeplearning4j.models.sequencevectors.graph.walkers.GraphWalker

isLabelEnabled() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

isLabelEnabled() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

isLabelEnabled() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

isLabelEnabled() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker

isLocked - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

isParallel - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

isParallel - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

isParallel - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

isStem() - Method in class org.deeplearning4j.models.word2vec.VocabWork

isUseAdaGrad() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

isWhiteSpace(int) - Static method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

iterate(T, T) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

Deprecated.

iterate(T, T) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Deprecated.

iterate(SequenceIterator<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

iterate(LabelAwareDocumentIterator) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method used to feed LabelAwareDocumentIterator, that contains training corpus, into ParagraphVectors

iterate(LabelAwareSentenceIterator) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method used to feed LabelAwareSentenceIterator, that contains training corpus, into ParagraphVectors

iterate(LabelAwareIterator) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method used to feed LabelAwareIterator, that contains training corpus, into ParagraphVectors

iterate(DocumentIterator) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method used to feed DocumentIterator, that contains training corpus, into ParagraphVectors

iterate(SentenceIterator) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method used to feed SentenceIterator, that contains training corpus, into ParagraphVectors

iterate(SequenceIterator<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method used to feed SequenceIterator, that contains training corpus, into ParagraphVectors

iterate(SequenceIterator<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines SequenceIterator to be used for model building

iterate(DocumentIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

iterate(SentenceIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method used to feed SentenceIterator, that contains training corpus, into ParagraphVectors

iterate(SequenceIterator<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method used to feed SequenceIterator, that contains training corpus, into ParagraphVectors

iterate(LabelAwareIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method used to feed LabelAwareIterator, that is usually used

iterateSample(T, T, AtomicLong, double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

Deprecated.

iterateSample(T, int[], boolean[], AtomicLong, double, boolean, int, boolean, INDArray) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

iterateSample(List<BatchItem<T>>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

iterateSample(T, T, AtomicLong, double, boolean, INDArray) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

iterateSample(List<BatchItem<T>>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

iterateSample(T, T, AtomicLong, double) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Deprecated.

iterations(int) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

iterations(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines number of iterations done for each mini-batch during training

iterations - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

iterations(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines how much iterations should be done over batched sequences.

iterations(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines number of iterations done for each mini-batch during training

iterator - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

iterator - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

iterator - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

iterator - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

iterator - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

iterator() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

iterator - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

iterator - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

iterator(LabelAwareIterator) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

iterator(SentenceIterator) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

iterator(DocumentIterator) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

iterator - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

iterator() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

iterator() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

Implentation for Iterable interface.

J

jsonSerializable() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

jsonSerializable() - Method in class org.deeplearning4j.models.fasttext.FastText

jsonSerializable() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

L

label - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

LabelAwareConverter - Class in org.deeplearning4j.iterator.provider

LabelAwareConverter(LabelAwareIterator, List<String>) - Constructor for class org.deeplearning4j.iterator.provider.LabelAwareConverter

LabelAwareDocumentIterator - Interface in org.deeplearning4j.text.documentiterator

LabelAwareFileSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator.labelaware

LabelAwareFileSentenceIterator(SentencePreProcessor, File) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

Takes a single file or directory

LabelAwareFileSentenceIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.labelaware.LabelAwareFileSentenceIterator

labelAwareIterator - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

labelAwareIterator - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

labelAwareIterator - Variable in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

LabelAwareIterator - Interface in org.deeplearning4j.text.documentiterator

LabelAwareIteratorWrapper - Class in org.deeplearning4j.text.documentiterator

LabelAwareIteratorWrapper(LabelAwareIterator, LabelsSource) - Constructor for class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

LabelAwareSentenceIterator - Interface in org.deeplearning4j.text.sentenceiterator.labelaware

LabeledPairSentenceProvider - Interface in org.deeplearning4j.iterator

LabeledSentenceProvider - Interface in org.deeplearning4j.iterator

LabelledDocument - Class in org.deeplearning4j.text.documentiterator

LabelledDocument() - Constructor for class org.deeplearning4j.text.documentiterator.LabelledDocument

labels(List<String>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

Deprecated.

labels - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

labels - Variable in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

labelsList - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

labelsMatrix - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

labelsProvider - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

labelsProvider - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

LabelsProvider<T extends SequenceElement> - Interface in org.deeplearning4j.text.labels

labelsSource - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

labelsSource(LabelsSource) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

labelsSource - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

labelsSource - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

labelsSource - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

labelsSource(LabelsSource) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method attaches pre-defined labels source to ParagraphVectors

labelsSource - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

labelsSource - Variable in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

labelsSource - Variable in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

LabelsSource - Class in org.deeplearning4j.text.documentiterator

LabelsSource() - Constructor for class org.deeplearning4j.text.documentiterator.LabelsSource

LabelsSource(String) - Constructor for class org.deeplearning4j.text.documentiterator.LabelsSource

Build LabelsSource using string template.

LabelsSource(List<String>) - Constructor for class org.deeplearning4j.text.documentiterator.LabelsSource

Build LabelsSource using externally defined list of string labels.

layerSize() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

layerSize() - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

The layer size for the lookup table

layerSize - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

layerSize(int) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

layerSize(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines number of dimensions for output vectors

layerSize - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

layerSize(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines number of dimensions for outcome vectors.

layerSize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines number of dimensions for output vectors

learningRate - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

learningRate(double) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

learningRate(double) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines initial learning rate for model training

learningRate - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

learningRate(double) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines initial learning rate.

learningRate(double) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines initial learning rate for model training

learningRateDecayWords - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

learningRateDecayWords - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

learnSequence(Sequence<T>, AtomicLong, double) - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

This method does training over the sequence of elements passed into it

learnSequence(Sequence<T>, AtomicLong, double, BatchSequences<T>) - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

learnSequence(Sequence<T>, AtomicLong, double, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

learnSequence(Sequence<T>, AtomicLong, double) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

learnSequence(Sequence<T>, AtomicLong, double, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

learnSequence(Sequence<T>, AtomicLong, double) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

Learns sequence using SkipGram algorithm

learnSequence(Sequence<T>, AtomicLong, double, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

learnSequence(Sequence<T>, AtomicLong, double, BatchSequences<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

learnSequence(Sequence<T>, AtomicLong, double, BatchSequences<T>) - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

This method does training over the sequence of elements passed into it

lengthHandling - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

lengthHandling(BertIterator.LengthHandling, int) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Specifies how the sequence length of the output data should be handled.

lengthHandling - Variable in class org.deeplearning4j.iterator.BertIterator

limitVocabularySize(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method sets vocabulary limit during construction.

limitVocabularySize(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method sets vocabulary limit during construction.

limitVocabularySize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method sets vocabulary limit during construction.

LineSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

LineSentenceIterator(File) - Constructor for class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

ListenerEvent - Enum in org.deeplearning4j.models.sequencevectors.enums

listToArray(List<Byte>) - Static method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

listToArray(List<Integer>, int) - Static method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

load(InputStream) - Static method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Load a look up cache from an input stream delimited by \n

loadBinaryModel(String) - Method in class org.deeplearning4j.models.fasttext.FastText

loadCodes(int[]) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

Loads the co-occurrences for the given codes

loadCodes(int[]) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Loads the co-occurrences for the given codes

loadFullModel(String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use readWord2VecModel() or loadStaticModel() method instead

loadIterator() - Method in class org.deeplearning4j.models.fasttext.FastText

loadPretrainedVectors(File) - Method in class org.deeplearning4j.models.fasttext.FastText

loadSingleSentence(String) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

Generally used post training time to load a single sentence for predictions

loadStaticModel(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method restores previously saved w2v model.

loadStaticModel(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method restores previously saved w2v model.

loadTxt(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

loadTxt(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Loads an in memory cache from the given input stream (sets syn0 and the vocab).

loadTxtVectors(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.loadTxt(InputStream)

loadTxtVectors(InputStream, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use readWord2VecModel() or loadStaticModel() method instead

loadVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Deserialize vocabulary from specified path

loadVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

loadVocab() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Load vocab

loadVocab(InputStream, Charset) - Static method in class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

The expected format is a \n seperated list of tokens for vocab entries foo bar baz the tokens should not have any whitespace on either of their sides

loadVocab(File, Charset) - Static method in class org.deeplearning4j.text.tokenization.tokenizerfactory.BertWordPieceTokenizerFactory

loadWeightsInto(INDArray) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

loadWeightsInto(INDArray) - Method in class org.deeplearning4j.models.fasttext.FastText

loadWeightsInto(INDArray) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

lockFactor - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

lockFactor - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

log - Static variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

log - Static variable in class org.deeplearning4j.models.sequencevectors.serialization.AbstractElementFactory

log - Static variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

log - Static variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

log - Static variable in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

log - Static variable in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

log - Static variable in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

log - Static variable in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

logger - Static variable in class org.deeplearning4j.models.sequencevectors.listeners.ScoreListener

Deprecated.

logger - Static variable in class org.deeplearning4j.models.sequencevectors.listeners.SimilarityListener

logger - Variable in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

lookupTable - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

lookupTable - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

lookupTable - Variable in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

lookupTable() - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Lookup table for the vectors

lookupTable - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

lookupTable() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

lookupTable() - Method in class org.deeplearning4j.models.fasttext.FastText

lookupTable(WeightLookupTable<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

lookupTable(WeightLookupTable<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method allows to define external WeightLookupTable to be used

lookupTable - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

lookupTable(WeightLookupTable<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

You can pass externally built WeightLookupTable, containing model weights and vocabulary.

lookupTable() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Lookup table for the vectors PLEASE NOTE: This method is not available in this implementation.

lookupTable(WeightLookupTable<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method allows to define external WeightLookupTable to be used

LowCasePreProcessor - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

LowCasePreProcessor() - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.LowCasePreProcessor

lowerCase - Variable in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

lr - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

lr(double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

Deprecated.

lr - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

M

makeTable(int, double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

mapper() - Static method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

markAsLabel(boolean) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method specifies, whether this element should be treated as label for some sequence/document or not.

masker - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

masker(BertSequenceMasker) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Used only for unsupervised training (i.e., when task is set to BertIterator.Task.UNSUPERVISED for learning a masked language model.

masker - Variable in class org.deeplearning4j.iterator.BertIterator

maskProb - Variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

maskSequence(List<String>, String, List<String>) - Method in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

maskSequence(List<String>, String, List<String>) - Method in interface org.deeplearning4j.iterator.bert.BertSequenceMasker

maskToken - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

maskToken(String) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Used only for unsupervised training (i.e., when task is set to BertIterator.Task.UNSUPERVISED for learning a masked language model.

maskToken - Variable in class org.deeplearning4j.iterator.BertIterator

maskTokenProb - Variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

matchesAnyStopWord(List<String>, String) - Static method in class org.deeplearning4j.text.movingwindow.Util

MAX_CODE_LENGTH - Variable in class org.deeplearning4j.models.word2vec.Huffman

MAX_EXP - Static variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

MAX_EXP - Static variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

MAX_EXP - Static variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

maxSentenceLength(int) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Maximum sentence/document length.

maxTokens - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

maxTokens - Variable in class org.deeplearning4j.iterator.BertIterator

minElementFrequency - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

minElementFrequency(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

miniBatches() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Iterates over mini batches

minibatchSize - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

minibatchSize(int) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Minibatch size to use (number of examples to train on for each iteration) See also: BertIterator.Builder.padMinibatches

minibatchSize - Variable in class org.deeplearning4j.iterator.BertIterator

minibatchSize(int) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Minibatch size to use for the DataSetIterator

minLearningRate - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

minLearningRate(double) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

minLearningRate(double) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines minimal learning rate value for training

minLearningRate - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

minLearningRate(double) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines minimum learning rate after decay being applied.

minLearningRate(double) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines minimal learning rate value for training

minWordFrequency - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

minWordFrequency - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

minWordFrequency - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

minWordFrequency - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

minWordFrequency(int) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

minWordFrequency(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines minimal word frequency in training corpus.

minWordFrequency - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

minWordFrequency(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines minimal element frequency for elements found in the training corpus.

minWordFrequency(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines minimal word frequency in training corpus.

minWordFrequency(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

ModelUtils<T extends SequenceElement> - Interface in org.deeplearning4j.models.embeddings.reader

modelUtils - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

modelUtils(ModelUtils<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

modelUtils(ModelUtils<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

Sets ModelUtils that gonna be used as provider for utility methods: similarity(), wordsNearest(), accuracy(), etc

modelUtils - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

modelUtils(ModelUtils<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

ModelUtils implementation, that will be used to access model.

modelUtils(ModelUtils<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

Sets ModelUtils that gonna be used as provider for utility methods: similarity(), wordsNearest(), accuracy(), etc

MutipleEpochsSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

MutipleEpochsSentenceIterator(SentenceIterator, int) - Constructor for class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

N

nearestLabels(LabelledDocument, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method returns top N labels nearest to specified document

nearestLabels(String, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method returns top N labels nearest to specified text

nearestLabels(Collection<VocabWord>, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method returns top N labels nearest to specified set of vocab words

nearestLabels(INDArray, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method returns top N labels nearest to specified features vector

NearestVertexWalker<V extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

NearestVertexWalker() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

NearestVertexWalker.Builder<V extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

NearestVertexWalker.VertexComparator<V extends SequenceElement,E extends Number> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

negative - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

negative(double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

negative - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

negative - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

negative - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

negative - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

negative - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

negative - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

negative - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

negativeSample(double) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

negativeSample(double) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines whether negative sampling should be used or not PLEASE NOTE: If you're going to use negative sampling, you might want to disable HierarchicSoftmax, which is enabled by default Default value: 0

negativeSample(double) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines negative sampling value for skip-gram algorithm.

negativeSample(double) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines whether negative sampling should be used or not PLEASE NOTE: If you're going to use negative sampling, you might want to disable HierarchicSoftmax, which is enabled by default Default value: 0

next() - Method in class org.deeplearning4j.iterator.BertIterator

next(int) - Method in class org.deeplearning4j.iterator.BertIterator

next() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

next(int) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

next() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.WeightIterator

next() - Method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

next() - Method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.CSVReader

next() - Method in interface org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.Reader

next() - Method in interface org.deeplearning4j.models.sequencevectors.graph.walkers.GraphWalker

This method returns next walk sequence from this graph

next() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

next() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

This method returns next walk sequence from this graph

next() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

This method returns next walk sequence from this graph

next() - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker

This method returns next walk sequence from this graph

next() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

next() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

next(int) - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Like the standard next method but allows a customizable number of examples returned

next() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Returns the next element in the iteration.

next() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

next() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

next() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

next() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

next() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

next() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

next() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

next() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

This method returns next LabelledDocument

nextDocument() - Method in interface org.deeplearning4j.text.documentiterator.DocumentIterator

Get the next document

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.FileDocumentIterator

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

nextDocument() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareIterator

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

nextDocument() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

This method returns next LabelledDocument from underlying iterator

nextDocument() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

nextLabel() - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

Returns next label.

nextLabel() - Method in interface org.deeplearning4j.text.labels.LabelsProvider

nextSentence() - Method in interface org.deeplearning4j.iterator.LabeledSentenceProvider

nextSentence() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

nextSentence() - Method in class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

nextSentence() - Method in class org.deeplearning4j.iterator.provider.LabelAwareConverter

nextSentence() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.AsyncSequencer

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

nextSentence() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Gets the next sentence or null if there's nothing left (Do yourself a favor and check hasNext() )

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

nextSentence() - Method in class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

nextSentencePair() - Method in interface org.deeplearning4j.iterator.LabeledPairSentenceProvider

nextSentencePair() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

nextSequence() - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.SequenceIterator

nextSequence() - Method in class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator

Returns next sequence out of iterator

nextSequence() - Method in class org.deeplearning4j.models.sequencevectors.iterators.FilteredSequenceIterator

Returns filtered sequence, that contains sequence elements from vocabulary only.

nextSequence() - Method in class org.deeplearning4j.models.sequencevectors.iterators.SynchronizedSequenceIterator

Returns next sequence from data source

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

This method returns next token from prebuffered list of tokens or underlying InputStream

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

nextToken() - Method in class org.deeplearning4j.text.tokenization.tokenizer.NGramTokenizer

nextToken() - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

The next token (word usually) in the string

nextWord - Variable in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

NGramTokenizer - Class in org.deeplearning4j.text.tokenization.tokenizer

NGramTokenizer(Tokenizer, Integer, Integer) - Constructor for class org.deeplearning4j.text.tokenization.tokenizer.NGramTokenizer

NGramTokenizerFactory - Class in org.deeplearning4j.text.tokenization.tokenizerfactory

NGramTokenizerFactory(TokenizerFactory, Integer, Integer) - Constructor for class org.deeplearning4j.text.tokenization.tokenizerfactory.NGramTokenizerFactory

Node2Vec<V extends SequenceElement,E extends Number> - Class in org.deeplearning4j.models.node2vec

Deprecated.

Node2Vec() - Constructor for class org.deeplearning4j.models.node2vec.Node2Vec

Deprecated.

Node2Vec.Builder<V extends SequenceElement,E extends Number> - Class in org.deeplearning4j.models.node2vec

Deprecated.

NodeComparator() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.NodeComparator

NoEdgeHandling - Enum in org.deeplearning4j.models.sequencevectors.graph.enums

noEdgeHandling - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

noEdgeHandling - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

NoEdgesException - Exception in org.deeplearning4j.models.sequencevectors.graph.exception

NoEdgesException() - Constructor for exception org.deeplearning4j.models.sequencevectors.graph.exception.NoEdgesException

NoEdgesException(String) - Constructor for exception org.deeplearning4j.models.sequencevectors.graph.exception.NoEdgesException

NoEdgesException(String, Exception) - Constructor for exception org.deeplearning4j.models.sequencevectors.graph.exception.NoEdgesException

none() - Static method in class org.deeplearning4j.models.word2vec.VocabWord

normalized - Variable in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

normalizedLabels - Variable in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

numDocuments() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Returns the number of documents

numEpochs - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

numEpochs - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

numIterations - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

numLabelClasses() - Method in interface org.deeplearning4j.iterator.LabeledPairSentenceProvider

Equivalent to allLabels().size()

numLabelClasses() - Method in interface org.deeplearning4j.iterator.LabeledSentenceProvider

Equivalent to allLabels().size()

numLabelClasses() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

numLabelClasses() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

numLabelClasses() - Method in class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

numLabelClasses() - Method in class org.deeplearning4j.iterator.provider.LabelAwareConverter

numVertices() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

numVertices() - Method in interface org.deeplearning4j.models.sequencevectors.graph.primitives.IGraph

Number of vertices in the graph

numWords - Variable in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

numWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns number of elements in this vocabulary

numWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns the number of words in the cache

numWords() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the number of words in the cache

numWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

numWordsEncountered() - Method in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

Returns the number of words encountered so far

numWordsEncountered() - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Returns the number of words encountered so far

O

order - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

order - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

org.deeplearning4j.bagofwords.vectorizer - package org.deeplearning4j.bagofwords.vectorizer

org.deeplearning4j.iterator - package org.deeplearning4j.iterator

org.deeplearning4j.iterator.bert - package org.deeplearning4j.iterator.bert

org.deeplearning4j.iterator.provider - package org.deeplearning4j.iterator.provider

org.deeplearning4j.models.embeddings - package org.deeplearning4j.models.embeddings

org.deeplearning4j.models.embeddings.inmemory - package org.deeplearning4j.models.embeddings.inmemory

org.deeplearning4j.models.embeddings.learning - package org.deeplearning4j.models.embeddings.learning

org.deeplearning4j.models.embeddings.learning.impl.elements - package org.deeplearning4j.models.embeddings.learning.impl.elements

org.deeplearning4j.models.embeddings.learning.impl.sequence - package org.deeplearning4j.models.embeddings.learning.impl.sequence

org.deeplearning4j.models.embeddings.loader - package org.deeplearning4j.models.embeddings.loader

org.deeplearning4j.models.embeddings.reader - package org.deeplearning4j.models.embeddings.reader

org.deeplearning4j.models.embeddings.reader.impl - package org.deeplearning4j.models.embeddings.reader.impl

org.deeplearning4j.models.embeddings.wordvectors - package org.deeplearning4j.models.embeddings.wordvectors

org.deeplearning4j.models.fasttext - package org.deeplearning4j.models.fasttext

org.deeplearning4j.models.node2vec - package org.deeplearning4j.models.node2vec

org.deeplearning4j.models.paragraphvectors - package org.deeplearning4j.models.paragraphvectors

org.deeplearning4j.models.sequencevectors - package org.deeplearning4j.models.sequencevectors

org.deeplearning4j.models.sequencevectors.enums - package org.deeplearning4j.models.sequencevectors.enums

org.deeplearning4j.models.sequencevectors.graph.enums - package org.deeplearning4j.models.sequencevectors.graph.enums

org.deeplearning4j.models.sequencevectors.graph.exception - package org.deeplearning4j.models.sequencevectors.graph.exception

org.deeplearning4j.models.sequencevectors.graph.huffman - package org.deeplearning4j.models.sequencevectors.graph.huffman

org.deeplearning4j.models.sequencevectors.graph.primitives - package org.deeplearning4j.models.sequencevectors.graph.primitives

org.deeplearning4j.models.sequencevectors.graph.vertex - package org.deeplearning4j.models.sequencevectors.graph.vertex

org.deeplearning4j.models.sequencevectors.graph.walkers - package org.deeplearning4j.models.sequencevectors.graph.walkers

org.deeplearning4j.models.sequencevectors.graph.walkers.impl - package org.deeplearning4j.models.sequencevectors.graph.walkers.impl

org.deeplearning4j.models.sequencevectors.interfaces - package org.deeplearning4j.models.sequencevectors.interfaces

org.deeplearning4j.models.sequencevectors.iterators - package org.deeplearning4j.models.sequencevectors.iterators

org.deeplearning4j.models.sequencevectors.listeners - package org.deeplearning4j.models.sequencevectors.listeners

org.deeplearning4j.models.sequencevectors.sequence - package org.deeplearning4j.models.sequencevectors.sequence

org.deeplearning4j.models.sequencevectors.serialization - package org.deeplearning4j.models.sequencevectors.serialization

org.deeplearning4j.models.sequencevectors.transformers - package org.deeplearning4j.models.sequencevectors.transformers

org.deeplearning4j.models.sequencevectors.transformers.impl - package org.deeplearning4j.models.sequencevectors.transformers.impl

org.deeplearning4j.models.sequencevectors.transformers.impl.iterables - package org.deeplearning4j.models.sequencevectors.transformers.impl.iterables

org.deeplearning4j.models.word2vec - package org.deeplearning4j.models.word2vec

org.deeplearning4j.models.word2vec.iterator - package org.deeplearning4j.models.word2vec.iterator

org.deeplearning4j.models.word2vec.wordstore - package org.deeplearning4j.models.word2vec.wordstore

org.deeplearning4j.models.word2vec.wordstore.inmemory - package org.deeplearning4j.models.word2vec.wordstore.inmemory

org.deeplearning4j.text.documentiterator - package org.deeplearning4j.text.documentiterator

org.deeplearning4j.text.documentiterator.interoperability - package org.deeplearning4j.text.documentiterator.interoperability

org.deeplearning4j.text.inputsanitation - package org.deeplearning4j.text.inputsanitation

org.deeplearning4j.text.invertedindex - package org.deeplearning4j.text.invertedindex

org.deeplearning4j.text.labels - package org.deeplearning4j.text.labels

org.deeplearning4j.text.movingwindow - package org.deeplearning4j.text.movingwindow

org.deeplearning4j.text.sentenceiterator - package org.deeplearning4j.text.sentenceiterator

org.deeplearning4j.text.sentenceiterator.interoperability - package org.deeplearning4j.text.sentenceiterator.interoperability

org.deeplearning4j.text.sentenceiterator.labelaware - package org.deeplearning4j.text.sentenceiterator.labelaware

org.deeplearning4j.text.stopwords - package org.deeplearning4j.text.stopwords

org.deeplearning4j.text.tokenization.tokenizer - package org.deeplearning4j.text.tokenization.tokenizer

org.deeplearning4j.text.tokenization.tokenizer.preprocessor - package org.deeplearning4j.text.tokenization.tokenizer.preprocessor

org.deeplearning4j.text.tokenization.tokenizerfactory - package org.deeplearning4j.text.tokenization.tokenizerfactory

outOfVocabularySupported() - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Does implementation vectorize words absent in vocabulary

outOfVocabularySupported() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

outOfVocabularySupported() - Method in class org.deeplearning4j.models.fasttext.FastText

outOfVocabularySupported() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

P

padMinibatches - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

padMinibatches(boolean) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Default: false (disabled)
If the dataset is not an exact multiple of the minibatch size, should we pad the smaller final minibatch?
For example, if we have 100 examples total, and 32 minibatch size, the following number of examples will be returned for subsequent calls of next() in the one epoch:
padMinibatches = false (default): 32, 32, 32, 4.
padMinibatches = true: 32, 32, 32, 32 (note: the last minibatch will have 4 real examples, and 28 masked out padding examples).
Both options should result in exactly the same model.

padMinibatches - Variable in class org.deeplearning4j.iterator.BertIterator

ParagraphVectors - Class in org.deeplearning4j.models.paragraphvectors

ParagraphVectors() - Constructor for class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

ParagraphVectors.BlindInferenceCallable - Class in org.deeplearning4j.models.paragraphvectors

ParagraphVectors.Builder - Class in org.deeplearning4j.models.paragraphvectors

ParagraphVectors.InferenceCallable - Class in org.deeplearning4j.models.paragraphvectors

parallelCounter() - Static method in class org.deeplearning4j.text.movingwindow.Util

Returns a thread safe counter

parallelCounterMap() - Static method in class org.deeplearning4j.text.movingwindow.Util

Returns a thread safe counter map

ParallelTransformerIterator - Class in org.deeplearning4j.models.sequencevectors.transformers.impl.iterables

ParallelTransformerIterator(LabelAwareIterator, SentenceTransformer) - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

ParallelTransformerIterator(LabelAwareIterator, SentenceTransformer, boolean) - Constructor for class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

ParseException - Exception in org.deeplearning4j.models.sequencevectors.graph.exception

ParseException() - Constructor for exception org.deeplearning4j.models.sequencevectors.graph.exception.ParseException

ParseException(String) - Constructor for exception org.deeplearning4j.models.sequencevectors.graph.exception.ParseException

ParseException(String, Exception) - Constructor for exception org.deeplearning4j.models.sequencevectors.graph.exception.ParseException

PCService - Class in org.deeplearning4j.models.sequencevectors

PCService() - Constructor for class org.deeplearning4j.models.sequencevectors.PCService

points - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

PopularityMode - Enum in org.deeplearning4j.models.sequencevectors.graph.enums

popularityMode - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

popularityMode - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

PopularityWalker<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

PopularityWalker() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

PopularityWalker.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

PopularityWalker.NodeComparator - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

position - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

position - Variable in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

position - Variable in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

preciseMode - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Experimental field.

preciseWeightInit - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

predict(String) - Method in class org.deeplearning4j.models.fasttext.FastText

predict(String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

Deprecated.

predict(LabelledDocument) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method predicts label of the document.

predict(List<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method predicts label of the document.

predictProbability(String) - Method in class org.deeplearning4j.models.fasttext.FastText

predictSeveral(LabelledDocument, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

Predict several labels based on the document.

predictSeveral(String, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

Predict several labels based on the document.

predictSeveral(List<VocabWord>, int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

Predict several labels based on the document.

PrefetchingSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

Deprecated.

PrefetchingSentenceIterator.Builder - Class in org.deeplearning4j.text.sentenceiterator

Deprecated.

prependToken - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

prependToken(String) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Prepend the specified token to the sequences, when doing supervised training.
i.e., any token sequences will have this added at the start.
Some BERT/Transformer models may need this - for example sequences starting with a "[CLS]" token.
No token is prepended by default.

prependToken - Variable in class org.deeplearning4j.iterator.BertIterator

preProcess(String) - Method in interface org.deeplearning4j.text.sentenceiterator.SentencePreProcessor

Pre process a sentence

preProcess(String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

preProcess(String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.CommonPreprocessor

preProcess(String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.CompositePreProcessor

preProcess(String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.EndingPreProcessor

preProcess(String) - Method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.LowCasePreProcessor

Pre process a token

preProcess(String) - Method in interface org.deeplearning4j.text.tokenization.tokenizer.TokenPreProcess

Pre process a token

preProcessor - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

preProcessor(MultiDataSetPreProcessor) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Set the preprocessor to be used on the MultiDataSets before returning them.

preProcessor - Variable in class org.deeplearning4j.iterator.BertIterator

preProcessor - Variable in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

presetTables() - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

presetTables() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method creates new WeightLookupTable and VocabCache if there were none set

pretrain(SequenceIterator<T>) - Method in interface org.deeplearning4j.models.embeddings.learning.ElementsLearningAlgorithm

pretrain(SequenceIterator<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

CBOW doesn't involve any pretraining

pretrain(SequenceIterator<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

SkipGram doesn't involves any pretraining

pretrain(SequenceIterator<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

DBOW doesn't involves any pretraining

pretrain(SequenceIterator<T>) - Method in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

pretrain(SequenceIterator<T>) - Method in interface org.deeplearning4j.models.embeddings.learning.SequenceLearningAlgorithm

printOutProjectedMemoryUse(long, int, int) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method prints memory usage to log

processDocument(AbstractCache<T>, Sequence<T>, AtomicLong, AtomicLong) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

processEvent(ListenerEvent, SequenceVectors<T>, long) - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.VectorsListener

This method is called at each epoch end

processEvent(ListenerEvent, SequenceVectors<T>, long) - Method in class org.deeplearning4j.models.sequencevectors.listeners.ScoreListener

Deprecated.

processEvent(ListenerEvent, SequenceVectors<T>, long) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener

This method is called at each epoch end

processEvent(ListenerEvent, SequenceVectors<T>, long) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SimilarityListener

processing - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

put(T, T, long, double) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

put(T, int[], boolean[], long, double) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

put(T, int[], boolean[], long, double, int) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

putCode(int, INDArray) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

putCode(int, INDArray) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

putVector(String, INDArray) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

Inserts a word vector

putVector(String, INDArray) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Inserts a word vector

putVocabWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Deprecated.

putVocabWord(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

putVocabWord(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Deprecated.

R

r - Variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

randomTokenProb - Variable in class org.deeplearning4j.iterator.bert.BertMaskedLMMasker

RandomWalker<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

RandomWalker() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

RandomWalker.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

readAndClose(InputStream, Charset) - Static method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceStreamTokenizer

readAsBinary(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

readAsBinary(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads Word2Vec model from binary input stream.

readAsBinaryNoLineBreaks(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

readAsBinaryNoLineBreaks(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

readAsCsv(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

readAsCsv(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads Word2Vec model from csv file

readBinaryModel(InputStream, boolean, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Read a binary word2vec from input stream.

ReadHelper() - Constructor for class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.ReadHelper

readLookupTable(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

readLookupTable(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

readOnly - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

readOnly(boolean) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

readOnly - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

readParagraphVectors(String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method restores ParagraphVectors model previously saved with writeParagraphVectors()

readParagraphVectors(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method restores ParagraphVectors model previously saved with writeParagraphVectors()

readParagraphVectors(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method restores ParagraphVectors model previously saved with writeParagraphVectors()

readParagraphVectorsFromText(String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.readParagraphVectors(String)

readParagraphVectorsFromText(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.readParagraphVectors(File)

readParagraphVectorsFromText(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.readParagraphVectors(InputStream)

readSequenceVectors(String, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads SequenceVectors from specified file path

readSequenceVectors(File, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads SequenceVectors from specified file path

readSequenceVectors(InputStream, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads SequenceVectors from specified input stream

readSequenceVectors(SequenceElementFactory<T>, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads previously saved SequenceVectors model from File

readSequenceVectors(SequenceElementFactory<T>, InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads previously saved SequenceVectors model from InputStream

readStream(InputStream) - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

readVocabCache(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method reads vocab cache from provided file.

readVocabCache(InputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method reads vocab cache from provided InputStream.

readWord2Vec(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.readWord2Vec(File, boolean)

readWord2Vec(String, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method restores Word2Vec model from file

readWord2Vec(File, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads Word2Vec model from file

readWord2Vec(InputStream, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads Word2Vec model from input stream

readWord2VecFromText(File, File, File, File, VectorsConfiguration) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method allows you to read ParagraphVectors from externally originated vectors and syn1.

readWord2VecModel(String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method 1) Binary model, either compressed or not.

readWord2VecModel(String, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method 1) Binary model, either compressed or not.

readWord2VecModel(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method 1) Binary model, either compressed or not.

readWord2VecModel(File, boolean) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method 1) Binary model, either compressed or not.

readWordVectors(File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method unloads FastText model from file

reassignExistingModel() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

reconstructFromTokens(List<String>) - Static method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

Reconstruct the String from tokens

remove() - Method in class org.deeplearning4j.iterator.BertIterator

remove() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

remove() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.WeightIterator

remove() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

remove() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Removes from the underlying collection the last element returned by this iterator (optional operation).

remove() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

remove() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

remove() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

remove() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

remove() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

remove() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

remove() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

remove() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

removeElement(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

removeElement(T) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

removeElement(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

removeElement(VocabWord) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

removeElement(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Removes element with specified label from vocabulary Please note: Huffman index should be updated after element removal

removeElement(T) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Removes specified element from vocabulary Please note: Huffman index should be updated after element removal

REPLACEMENT_CHAR - Static variable in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

reset() - Method in class org.deeplearning4j.iterator.BertIterator

reset() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

reset() - Method in interface org.deeplearning4j.iterator.LabeledPairSentenceProvider

Reset the iterator - including shuffling the order, if necessary/appropriate

reset() - Method in interface org.deeplearning4j.iterator.LabeledSentenceProvider

Reset the iterator - including shuffling the order, if necessary/appropriate

reset() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

reset() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

reset() - Method in class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

reset() - Method in class org.deeplearning4j.iterator.provider.LabelAwareConverter

reset(boolean) - Method in interface org.deeplearning4j.models.sequencevectors.graph.walkers.GraphWalker

This method resets walker

reset(boolean) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

reset(boolean) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

reset(boolean) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

This method resets walker

reset(boolean) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker

This method resets walker

reset() - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.SequenceIterator

reset() - Method in class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator

Resets iterator to first position

reset() - Method in class org.deeplearning4j.models.sequencevectors.iterators.FilteredSequenceIterator

Resets iterator down to first sequence

reset() - Method in class org.deeplearning4j.models.sequencevectors.iterators.SynchronizedSequenceIterator

This method resets underlying iterator

reset() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

reset() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

reset() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

reset() - Method in interface org.deeplearning4j.models.sequencevectors.transformers.SequenceTransformer

reset() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

reset() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

reset() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

This methods resets LabelAwareIterator

reset() - Method in interface org.deeplearning4j.text.documentiterator.DocumentIterator

Reset the iterator to the beginning

reset() - Method in class org.deeplearning4j.text.documentiterator.FileDocumentIterator

reset() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

reset() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

reset() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

reset() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareIterator

reset() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

reset() - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

This method should be called from Iterator's reset() method, to keep labels in sync with iterator

reset() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

This methods resets LabelAwareIterator by creating new Iterator from Iterable internally

reset() - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.CollectionSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.FileSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

reset() - Method in class org.deeplearning4j.text.sentenceiterator.LineSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

reset() - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

Resets the iterator to the beginning

reset() - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

reset() - Method in class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

resetModel - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

resetModel(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

resetModel(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines whether model should be totally wiped out prior building, or not

resetModel - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

resetModel(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines, should all model be reset before training.

resetModel(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines whether model should be totally wiped out prior building, or not

resetSupported() - Method in class org.deeplearning4j.iterator.BertIterator

resetSupported() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

resetSupported() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

resetWeights(boolean) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

resetWeights() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

Reset the weights of the cache

resetWeights(boolean) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Clear out all weights regardless

resetWeights() - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Reset the weights of the cache

resetWordCounters() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This methods reset counters for all words in vocabulary

retentionDelay - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

rng - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

rng - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

rng - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

run() - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.AsyncSequencer

run() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.VocabRunnable

S

sample() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Sampling for creating mini batches

sampling - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

sampling - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

sampling - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

sampling - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

sampling(double) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

sampling(double) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines whether subsampling should be used or not

sampling - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

sampling(double) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method defines sub-sampling threshold.

sampling(double) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines whether subsampling should be used or not

SamplingMode - Enum in org.deeplearning4j.models.sequencevectors.graph.enums

samplingMode - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

samplingMode - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

saveVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Serialize vocabulary to specified path

saveVocab() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

saveVocab() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Saves the vocab: this allow for reuse of word frequencies

scavengerActivationThreshold(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

Activation threshold defines, how ofter scavenger will be executed, to throw away low-frequency keywords.

scavengerRetentionDelay(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

scavengerRetentionDelay(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder.Builder

Retention delay defines, how long low-freq word will be kept in vocab, during building.

scavengerThreshold - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

scavengerThreshold(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache.Builder

scoreElements - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

ScoreListener<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.listeners

Deprecated.

ScoreListener(ListenerEvent, int) - Constructor for class org.deeplearning4j.models.sequencevectors.listeners.ScoreListener

Deprecated.

scoreSequences - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

seed - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

seed(long) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

seed - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

seed - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

seed(long) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

seed(long) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines random seed for random numbers generator

seed - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

seed - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

seed - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

seed - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

seed - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

seed(long) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Sets seed for random numbers generator.

seed(long) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines random seed for random numbers generator

sentenceCounter - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

sentenceIter - Variable in class org.deeplearning4j.models.word2vec.Word2Vec

sentenceIterator - Variable in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

SentenceIterator - Interface in org.deeplearning4j.text.sentenceiterator

SentenceIteratorConverter - Class in org.deeplearning4j.text.sentenceiterator.interoperability

SentenceIteratorConverter(SentenceIterator) - Constructor for class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

SentenceIteratorConverter(SentenceIterator, LabelsSource) - Constructor for class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

sentencePairProvider - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

sentencePairProvider(LabeledPairSentenceProvider) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Specify the source of the data for classification on sentence pairs.

sentencePairProvider - Variable in class org.deeplearning4j.iterator.BertIterator

sentencePreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator.Builder

SentencePreProcessor - Interface in org.deeplearning4j.text.sentenceiterator

sentenceProvider - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

sentenceProvider(LabeledSentenceProvider) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Specify the source of the data for classification.

sentenceProvider - Variable in class org.deeplearning4j.iterator.BertIterator

sentenceProvider(LabeledSentenceProvider) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Specify how the (labelled) sentences / documents should be provided

sentenceProvider(LabelAwareIterator, List<String>) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Specify how the (labelled) sentences / documents should be provided

sentenceProvider(LabelAwareDocumentIterator, List<String>) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Specify how the (labelled) sentences / documents should be provided

sentenceProvider(LabelAwareSentenceIterator, List<String>) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Specify how the (labelled) sentences / documents should be provided

sentencesAlongHeight(boolean) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

If true (default): output features data with shape [minibatchSize, 1, maxSentenceLength, wordVectorSize]
If false: output features with shape [minibatchSize, 1, wordVectorSize, maxSentenceLength]

sentenceTransformer - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.BasicTransformerIterator

SentenceTransformer - Class in org.deeplearning4j.models.sequencevectors.transformers.impl

SentenceTransformer.Builder - Class in org.deeplearning4j.models.sequencevectors.transformers.impl

Sequence<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.sequence

Sequence() - Constructor for class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Creates new empty sequence

Sequence(Collection<T>) - Constructor for class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Creates new sequence from collection of elements

SequenceElement - Class in org.deeplearning4j.models.sequencevectors.sequence

SequenceElement() - Constructor for class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

SequenceElementFactory<T extends SequenceElement> - Interface in org.deeplearning4j.models.sequencevectors.interfaces

sequenceId - Variable in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

SequenceIterator<T extends SequenceElement> - Interface in org.deeplearning4j.models.sequencevectors.interfaces

SequenceLearningAlgorithm<T extends SequenceElement> - Interface in org.deeplearning4j.models.embeddings.learning

sequenceLearningAlgorithm(String) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

sequenceLearningAlgorithm(SequenceLearningAlgorithm<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

sequenceLearningAlgorithm(SequenceLearningAlgorithm<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

sequenceLearningAlgorithm(String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

sequenceLearningAlgorithm - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

sequenceLearningAlgorithm(String) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Sets specific LearningAlgorithm as Sequence Learning Algorithm

sequenceLearningAlgorithm(SequenceLearningAlgorithm<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Sets specific LearningAlgorithm as Sequence Learning Algorithm

sequenceLearningAlgorithm - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

sequencesCount - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

SequenceTransformer<T extends SequenceElement,V> - Interface in org.deeplearning4j.models.sequencevectors.transformers

SequenceVectors<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors

SequenceVectors() - Constructor for class org.deeplearning4j.models.sequencevectors.SequenceVectors

SequenceVectors.AsyncSequencer - Class in org.deeplearning4j.models.sequencevectors

This class is used to fetch data from iterator in background thread, and convert it to List It becomes very usefull if text processing pipeline behind iterator is complex, and we're not loading data from simple text file with whitespaces as separator.

SequenceVectors.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors

serialize(T) - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.SequenceElementFactory

This method serializaes object into JSON string

serialize(T) - Method in class org.deeplearning4j.models.sequencevectors.serialization.AbstractElementFactory

This method serializaes object into JSON string

serialize(VocabWord) - Method in class org.deeplearning4j.models.sequencevectors.serialization.VocabWordFactory

This method serializaes object into JSON string

SerializingListener<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.listeners

SerializingListener() - Constructor for class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener

SerializingListener.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.listeners

setAlpha(double) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

setBegin(int) - Method in class org.deeplearning4j.text.movingwindow.Window

setCachePerDevice(long) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec.Builder

This method lets you to define if decompressed values will be cached, to avoid excessive decompressions.

setCodeLength(short) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method fills codes and points up to codeLength

setCodes(Map<Integer, INDArray>) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setCodes(List<Byte>) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Sets Huffman tree codes

setCount(AtomicInteger) - Method in class org.deeplearning4j.models.word2vec.StreamWork

setCount(AtomicInteger) - Method in class org.deeplearning4j.models.word2vec.VocabWork

setCountForDoc(String, long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Set exact number of observed documents that contain specified word Please note: this method is NOT thread-safe

setCountForDoc(String, long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

setCountForDoc(String, long) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Set the count for the number of documents the word appears in

setDepth(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

This method specifies, how deep walker goes from starting point Default value: 1

setElementFrequency(long) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method sets frequency value for this element

setEnd(int) - Method in class org.deeplearning4j.text.movingwindow.Window

setEntriesLimit(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

This method sets the limit to resulting vocabulary size.

setExpTable(double[]) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setFetchSize(int) - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator.Builder

Deprecated.

setFetchSize(int) - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator.Builder

setFilenamePrefix(boolean) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener.Builder

This method allows you to define template for file names that will be created during serialization

setGraphWalker(GraphWalker<T>) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

setHistoricalGradient(INDArray) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Deprecated.

setIndex(int) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Sets index in Huffman tree

setIndex(InvertedIndex<T>) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

setIterator(LabelAwareIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setIterator(DocumentIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setIterator(SentenceIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setIterator(LabelAwareIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setIterator(DocumentIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setIterator(SentenceIterator) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setLabel(List<String>) - Method in class org.deeplearning4j.models.word2vec.VocabWork

setLabel(String) - Method in class org.deeplearning4j.text.documentiterator.LabelledDocument

Deprecated.

setLabel(String) - Method in class org.deeplearning4j.text.movingwindow.Window

setLabelsProvider(LabelsProvider<T>) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

setLabelsSource(LabelsSource) - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

TODO: To be implemented

setLabelTemplate(String) - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator.Builder

Label template will be used for sentence labels generation.

setLastWord(T) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

setLearningRate(double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setLearningRate(double) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Sets the learning rate

setLockFactor(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

setLookupTable(WeightLookupTable) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

setLr(AtomicDouble) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setMinWordFrequency(int) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setMinWordFrequency(int) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setModelUtils(ModelUtils) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Specifies ModelUtils to be used to access model

setModelUtils(ModelUtils) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

setModelUtils(ModelUtils) - Method in class org.deeplearning4j.models.fasttext.FastText

setModelUtils(ModelUtils) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Specifies ModelUtils to be used to access model PLEASE NOTE: This method has no effect in this implementation.

setNegative(double) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setNoEdgeHandling(NoEdgeHandling) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method defines walker behavior when it gets to node which has no next nodes available Default value: RESTART_ON_DISCONNECTED

setNoEdgeHandling(NoEdgeHandling) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

This method defines walker behavior when it gets to node which has no next nodes available Default value: RESTART_ON_DISCONNECTED

setNoEdgeHandling(NoEdgeHandling) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

This method defines walker behavior when it gets to node which has no next nodes available Default value: RESTART_ON_DISCONNECTED

setPoints(List<Integer>) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Sets Huffman tree points

setPoints(int[]) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Sets Huffman tree points

setPopularityMode(PopularityMode) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method defines which nodes should be taken in account when choosing next hope: maximum popularity, lowest popularity, or average popularity.

setPopularitySpread(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method defines, how much nodes should take place in next hop selection.

setPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

setPreProcessor(DataSetPreProcessor) - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.AggregatingSentenceIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.BaseSentenceIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.BasicLineIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.BasicResultSetIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.MutipleEpochsSentenceIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator

Deprecated.

setPreProcessor(SentencePreProcessor) - Method in interface org.deeplearning4j.text.sentenceiterator.SentenceIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator.Builder

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.StreamLineIterator

setPreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

setRestartProbability(double) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method defines a chance for walk restart Good value would be somewhere between 0.03-0.07

setRestartProbability(double) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

This method defines a chance for walk restart Good value would be somewhere between 0.03-0.07

setRestartProbability(double) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

This method defines a chance for walk restart Good value would be somewhere between 0.03-0.07

setSamplingMode(SamplingMode) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

This method defines sorting which will be used to generate walks.

setScavengerActivationThreshold(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This method is needed ONLY for unit tests and should NOT be available in public scope.

setSeed(long) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

setSeed(long) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method specifies random seed.

setSeed(long) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

This method specifies random seed.

setSeed(long) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

This method specifies random seed.

setSentenceIterator(SentenceIterator) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

This method defines SentenceIterator instance, that will be used as training corpus source

setSentencePreProcessor(SentencePreProcessor) - Method in class org.deeplearning4j.text.sentenceiterator.PrefetchingSentenceIterator.Builder

Deprecated.

setSequenceIterator(SequenceIterator<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method defines SequenceIterator instance, that will be used as training corpus source.

setSequenceIterator(SequenceIterator<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

This method defines SequenceIterator instance, that will be used as training corpus source.

setSequenceLabel(T) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Set sequence label

setSequenceLabels(List<T>) - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

Sets sequence labels

setSequencesCount(long) - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

This method sets documents count to specified value

setSpreadSpectrum(SpreadSpectrum) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method allows you to define, if nodes within popularity spread should have equal chances to be picked for next hop, or they should have chances proportional to their popularity.

setStem(boolean) - Method in class org.deeplearning4j.models.word2vec.VocabWork

setStopWords(Collection<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setStopWords(Collection<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setStopWords(Collection<String>) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

setSyn0(INDArray) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setSyn1(INDArray) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setSyn1Neg(INDArray) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setTable(INDArray) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setTableId(Long) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Set's table Id.

setTargetFolder(String) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener.Builder

This method specifies target folder where models should be saved

setTargetFolder(File) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener.Builder

This method specifies target folder where models should be saved

setTargetVocabCache(VocabCache<T>) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

After temporary internal vocabulary is built, it will be transferred to target VocabCache you pass here

setTokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setTokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setTokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.models.word2vec.Word2Vec

This method defines TokenizerFactory instance to be using during model building

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultStreamTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.DefaultTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizer.NGramTokenizer

setTokenPreProcessor(TokenPreProcess) - Method in interface org.deeplearning4j.text.tokenization.tokenizer.Tokenizer

Set the token pre process

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.DefaultTokenizerFactory

setTokenPreProcessor(TokenPreProcess) - Method in class org.deeplearning4j.text.tokenization.tokenizerfactory.NGramTokenizerFactory

setTokenPreProcessor(TokenPreProcess) - Method in interface org.deeplearning4j.text.tokenization.tokenizerfactory.TokenizerFactory

Sets a token pre processor to be used with every tokenizer

setTokens(Map<String, VocabWord>) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

setTotalDocCount(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

This method allows to set total number of documents

setTotalWordOccurences(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

setUNK(String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

setUNK(String) - Method in class org.deeplearning4j.models.fasttext.FastText

setUNK(String) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

setUNK(String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

setUnk(T) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

setUseAdaGrad(boolean) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setUseHS(boolean) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setVectorLength(int) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setVectorsListeners(Collection<VectorsListener<V>>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

setVectorsListeners(Collection<VectorsListener<VocabWord>>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method sets VectorsListeners for this SequenceVectors model

setVectorsListeners(Collection<VectorsListener<T>>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method sets VectorsListeners for this SequenceVectors model

setVectorsListeners(Collection<VectorsListener<VocabWord>>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method sets VectorsListeners for this SequenceVectors model

setVocab(VocabCache<VocabWord>) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

setVocab(VocabCache<VocabWord>) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

setVocab(VocabCache) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

setVocab(VocabCache) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

setVocabCache(VocabCache<T>) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

setVocabs(Map<String, VocabWord>) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

setWalkDirection(WalkDirection) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method defines next hop selection within walk

setWalkDirection(WalkDirection) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

This method defines next hop selection within walk

setWalkDirection(WalkDirection) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

This method defines next hop selection within walk

setWalkLength(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

This method defines maximal number of nodes to be visited during walk.

setWalkLength(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

This method specifies output sequence (walk) length

setWalkLength(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

This method specifies output sequence (walk) length

setWalkLength(int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker.Builder

This method specifies output sequence (walk) length

setWord(T) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchItem

setWord(String) - Method in class org.deeplearning4j.models.word2vec.VocabWord

setWordFrequencies(Counter<String>) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

setWords(List<String>) - Method in class org.deeplearning4j.text.movingwindow.Window

setWork(String) - Method in class org.deeplearning4j.models.word2vec.VocabWork

setWorkers(int) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

setWorkers(int) - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

ShallowSequenceElement - Class in org.deeplearning4j.models.sequencevectors.sequence

ShallowSequenceElement(double, long) - Constructor for class org.deeplearning4j.models.sequencevectors.sequence.ShallowSequenceElement

shuffle - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

shuffle - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

shuffleOnReset(boolean) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

shutdown() - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

shutdown() - Method in class org.deeplearning4j.text.documentiterator.AsyncLabelAwareIterator

shutdown() - Method in class org.deeplearning4j.text.documentiterator.BasicLabelAwareIterator

shutdown() - Method in class org.deeplearning4j.text.documentiterator.FileLabelAwareIterator

shutdown() - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator

shutdown() - Method in class org.deeplearning4j.text.documentiterator.interoperability.DocumentIteratorConverter

shutdown() - Method in interface org.deeplearning4j.text.documentiterator.LabelAwareIterator

shutdown() - Method in class org.deeplearning4j.text.documentiterator.LabelAwareIteratorWrapper

shutdown() - Method in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

shutdown() - Method in class org.deeplearning4j.text.sentenceiterator.interoperability.SentenceIteratorConverter

similarity(String, String) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Returns the similarity of 2 words.

similarity(String, String) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

This method implementations should return distance between two given elements

similarity(String, String) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Returns the similarity of 2 words

similarity(String, String) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Returns similarity of two elements, provided by ModelUtils

similarity(String, String) - Method in class org.deeplearning4j.models.fasttext.FastText

similarity(String, String) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Returns the similarity of 2 words

SimilarityComparator() - Constructor for class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils.SimilarityComparator

SimilarityListener<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.listeners

SimilarityListener(ListenerEvent, int, String, String) - Constructor for class org.deeplearning4j.models.sequencevectors.listeners.SimilarityListener

similarityToLabel(String, String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

Deprecated.

similarityToLabel(LabelledDocument, String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method returns similarity of the document to specific label, based on mean value

similarityToLabel(List<VocabWord>, String) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

This method returns similarity of the document to specific label, based on mean value

similarWordsInVocabTo(String, double) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Find all words with a similar characters in the vocab

similarWordsInVocabTo(String, double) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

Find all words with a similar characters in the vocab

similarWordsInVocabTo(String, double) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Find all words with a similar characters in the vocab

similarWordsInVocabTo(String, double) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Find all words with a similar characters in the vocab

similarWordsInVocabTo(String, double) - Method in class org.deeplearning4j.models.fasttext.FastText

similarWordsInVocabTo(String, double) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Find all words with a similar characters in the vocab PLEASE NOTE: This method is not available in this implementation.

SimpleLabelAwareIterator - Class in org.deeplearning4j.text.documentiterator

SimpleLabelAwareIterator(Iterable<LabelledDocument>) - Constructor for class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

Builds LabelAwareIterator instance using Iterable object

SimpleLabelAwareIterator(Iterator<LabelledDocument>) - Constructor for class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

Builds LabelAwareIterator instance using Iterator object PLEASE NOTE: If instance is built using Iterator object, reset() method becomes unavailable

size() - Method in class org.deeplearning4j.models.embeddings.learning.impl.elements.BatchSequences

size() - Method in class org.deeplearning4j.models.sequencevectors.sequence.Sequence

This method returns number of elements in this sequence

size() - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

SkipGram<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.learning.impl.elements

SkipGram() - Constructor for class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

Dummy construction is required for reflection

skipGram - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

sourceGraph - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

sourceGraph - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

sourceGraph - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

sourceGraph - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

sourceGraph - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

sourceGraph - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

special - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

spectrum - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

spectrum - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

splitPattern - Static variable in class org.deeplearning4j.text.tokenization.tokenizer.BertWordPieceTokenizer

spread - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker.Builder

spread - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.PopularityWalker

SpreadSpectrum - Enum in org.deeplearning4j.models.sequencevectors.graph.enums

StaticWord2Vec - Class in org.deeplearning4j.models.word2vec

StaticWord2Vec.Builder - Class in org.deeplearning4j.models.word2vec

STOP - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

stopWords - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

stopWords - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

stopWords - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

stopWords - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

stopWords(List<String>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

stopWords(Collection<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

stopWords(List<String>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines stop words that should be ignored during training

stopWords(Collection<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines stop words that should be ignored during training

stopWords - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

stopWords(List<String>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

You can provide collection of objects to be ignored, and excluded out of model Please note: Object labels and hashCode will be used for filtering

stopWords(Collection<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

You can provide collection of objects to be ignored, and excluded out of model Please note: Object labels and hashCode will be used for filtering

stopWords(List<String>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines stop words that should be ignored during training

stopWords(Collection<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines stop words that should be ignored during training

StopWords - Class in org.deeplearning4j.text.stopwords

storageId - Variable in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

storeLabel(String) - Method in class org.deeplearning4j.text.documentiterator.LabelsSource

This method is intended for storing labels retrieved from external sources.

stream - Variable in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

StreamLineIterator - Class in org.deeplearning4j.text.sentenceiterator

StreamLineIterator.Builder - Class in org.deeplearning4j.text.sentenceiterator

StreamWork - Class in org.deeplearning4j.models.word2vec

StreamWork(InputStreamCreator, AtomicInteger) - Constructor for class org.deeplearning4j.models.word2vec.StreamWork

StringCleaning - Class in org.deeplearning4j.text.tokenization.tokenizer.preprocessor

stringWithLabels(String, TokenizerFactory) - Static method in class org.deeplearning4j.text.movingwindow.ContextLabelRetriever

Returns a stripped sentence with the indices of words with certain kinds of labels.

stripAccents - Variable in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.BertWordPiecePreProcessor

stripPunct(String) - Static method in class org.deeplearning4j.text.tokenization.tokenizer.preprocessor.StringCleaning

Removes ASCII punctuation marks, which are: 0123456789.:,"'()[]|/?!;

syn0 - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

syn0 - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

syn0 - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

syn0 - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

syn1 - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

syn1 - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

syn1 - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

syn1 - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

syn1Neg - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

syn1Neg - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

syn1Neg - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

syn1Neg - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

SynchronizedSentenceIterator - Class in org.deeplearning4j.text.sentenceiterator

SynchronizedSentenceIterator(SentenceIterator) - Constructor for class org.deeplearning4j.text.sentenceiterator.SynchronizedSentenceIterator

SynchronizedSequenceIterator<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.iterators

SynchronizedSequenceIterator(SequenceIterator<T>) - Constructor for class org.deeplearning4j.models.sequencevectors.iterators.SynchronizedSequenceIterator

Creates SynchronizedSequenceIterator on top of any SequenceIterator

T

table - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

table - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

table - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

table - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

tableId - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

tagger - Variable in class org.deeplearning4j.models.sequencevectors.iterators.AbstractSequenceIterator

task - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

task(BertIterator.Task) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Specify the BertIterator.Task the iterator should be set up for.

task - Variable in class org.deeplearning4j.iterator.BertIterator

test(File) - Method in class org.deeplearning4j.models.fasttext.FastText

TextVectorizer - Interface in org.deeplearning4j.bagofwords.vectorizer

TfidfVectorizer - Class in org.deeplearning4j.bagofwords.vectorizer

TfidfVectorizer() - Constructor for class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

TfidfVectorizer.Builder - Class in org.deeplearning4j.bagofwords.vectorizer

tfidfWord(String, long, long) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

toEncodedJson() - Method in class org.deeplearning4j.models.embeddings.loader.VectorsConfiguration

toInputMatrix(List<Window>, Word2Vec) - Static method in class org.deeplearning4j.text.movingwindow.WordConverter

toInputMatrix() - Method in class org.deeplearning4j.text.movingwindow.WordConverter

toJson() - Method in class org.deeplearning4j.models.embeddings.loader.VectorsConfiguration

toJson() - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors

toJSON() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

toJSON() - Method in class org.deeplearning4j.models.sequencevectors.sequence.ShallowSequenceElement

toJSON() - Method in class org.deeplearning4j.models.word2vec.VocabWord

toJson() - Method in class org.deeplearning4j.models.word2vec.Word2Vec

toJson() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

toJson() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

tokenFor(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns SequenceElement for specified label.

tokenFor(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

tokenFor(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

tokenFor(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

tokenFor(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the token (again not necessarily in the vocab) for this word

tokenFor(long) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

tokenizer(TokenizerFactory) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Specify the TokenizerFactory to use.

Tokenizer - Interface in org.deeplearning4j.text.tokenization.tokenizer

tokenizerFactory - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

tokenizerFactory - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

tokenizerFactory - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

tokenizerFactory - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

tokenizerFactory - Variable in class org.deeplearning4j.iterator.BertIterator

tokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

The TokenizerFactory that should be used.

tokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines TokenizerFactory to be used for strings tokenization during training PLEASE NOTE: If external VocabCache is used, the same TokenizerFactory should be used to keep derived tokens equal.

tokenizerFactory - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

tokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

tokenizerFactory - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

tokenizerFactory - Variable in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

tokenizerFactory(TokenizerFactory) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines TokenizerFactory to be used for strings tokenization during training PLEASE NOTE: If external VocabCache is used, the same TokenizerFactory should be used to keep derived tokens equal.

tokenizerFactory - Variable in class org.deeplearning4j.models.word2vec.Word2Vec

TokenizerFactory - Interface in org.deeplearning4j.text.tokenization.tokenizerfactory

Generates a tokenizer for a given string

TokenPreProcess - Interface in org.deeplearning4j.text.tokenization.tokenizer

tokens() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns collection of SequenceElements from this vocabulary.

tokens - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

tokens() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

tokens() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

All of the tokens in the cache, (not necessarily apart of the vocab)

toLabelMatrix(List<String>, List<Window>) - Static method in class org.deeplearning4j.text.movingwindow.WordConverter

toLabelMatrix(List<String>) - Method in class org.deeplearning4j.text.movingwindow.WordConverter

toString() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

toString() - Method in enum org.deeplearning4j.models.fasttext.FTLossFunctions

toString() - Method in enum org.deeplearning4j.models.fasttext.FTModels

toString() - Method in enum org.deeplearning4j.models.fasttext.FTOptions

toString() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Edge

toString() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Graph

toString() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Vertex

toString() - Method in class org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

toString() - Method in class org.deeplearning4j.models.word2vec.VocabWord

toString() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

toString() - Method in class org.deeplearning4j.text.movingwindow.Window

totalNumberOfDocs() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns total number of documents observed (if applicable)

totalNumberOfDocs() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

totalNumberOfDocs() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the total of number of documents encountered in the corpus

totalNumSentences() - Method in interface org.deeplearning4j.iterator.LabeledPairSentenceProvider

Return the total number of sentences, or -1 if not available

totalNumSentences() - Method in interface org.deeplearning4j.iterator.LabeledSentenceProvider

Return the total number of sentences, or -1 if not available

totalNumSentences() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledPairSentenceProvider

totalNumSentences() - Method in class org.deeplearning4j.iterator.provider.CollectionLabeledSentenceProvider

totalNumSentences() - Method in class org.deeplearning4j.iterator.provider.FileLabeledSentenceProvider

totalNumSentences() - Method in class org.deeplearning4j.iterator.provider.LabelAwareConverter

totalOutcomes() - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator

totalOutcomes() - Method in class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

totalWordOccurrences() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns total number of elements observed

totalWordOccurrences() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

The total number of word occurrences

totalWordOccurrences() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

The total number of word occurrences

totalWords() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Total number of words in the index

totalWordsBeyondLimit() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

trainElementsRepresentation(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

trainElementsRepresentation(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines, if words representation should be build together with documents representations.

trainElementsRepresentation(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

trainElementsRepresentation(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method is hardcoded to TRUE, since that's whole point of Word2Vec

trainElementsVectors - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

trainElementsVectors - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

trainSequence(Sequence<T>, AtomicLong, double) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors

trainSequencesRepresentation(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

trainSequencesRepresentation(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method is hardcoded to TRUE, since that's whole point of ParagraphVectors

trainSequencesRepresentation(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

trainSequencesRepresentation(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method is hardcoded to FALSE, since that's whole point of Word2Vec

trainSequenceVectors - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

trainSequenceVectors - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

trainWordVectors(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines, if words representations should be build together with documents representations.

transferBackToVocabCache() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

transferBackToVocabCache(VocabCache) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

transferBackToVocabCache(VocabCache, boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

This method is required for compatibility purposes.

transferVocabulary(VocabCache<T>, boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor

transform(String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

transform(List<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

transform(String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Transforms the matrix

transform(List<String>) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Transforms the matrix

transform(String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

Transforms the matrix

transform(List<String>) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

transform() - Method in class org.deeplearning4j.text.inputsanitation.InputHomogenization

Returns the normalized text passed in via constructor

transformToSequence(String) - Method in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer

transformToSequence(V) - Method in interface org.deeplearning4j.models.sequencevectors.transformers.SequenceTransformer

This is generic method for transformation data from any format to Sequence of SequenceElement.

truncateVocabulary() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

The same as truncateVocabulary(this.minWordFrequency)

truncateVocabulary(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

All words with frequency below threshold wii be removed

U

underlyingHas - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.iterables.ParallelTransformerIterator

underlyingIterable - Variable in class org.deeplearning4j.text.documentiterator.SimpleLabelAwareIterator

underlyingIterator - Variable in class org.deeplearning4j.models.sequencevectors.iterators.SynchronizedSequenceIterator

UNK - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

unknownElement(V) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

unknownElement(VocabWord) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used

unknownElement - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

unknownElement(T) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used

unknownElement - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

unknownElement(VocabWord) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used

unknownWordHandling(CnnSentenceDataSetIterator.UnknownWordHandling) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Specify how unknown words (those that don't have a word vector in the provided WordVectors instance) should be handled.

unloadBinaryModel() - Method in class org.deeplearning4j.models.fasttext.FastText

unlock() - Method in interface org.deeplearning4j.text.invertedindex.InvertedIndex

Unlock the index

unsupervisedLabelFormat - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

unsupervisedLabelFormat(BertIterator.UnsupervisedLabelFormat) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Used only for unsupervised training (i.e., when task is set to BertIterator.Task.UNSUPERVISED for learning a masked language model.

unsupervisedLabelFormat - Variable in class org.deeplearning4j.iterator.BertIterator

update() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

update(Environment, Event) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

updateHuffmanCodes() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

build binary tree ordered by counter.

updateWordsOccurrences() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

updateWordsOccurrences() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

updateWordsOccurrences() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Updates counters

useAbsolutePathAsLabel(boolean) - Method in class org.deeplearning4j.text.documentiterator.FilenamesLabelAwareIterator.Builder

useAdaGrad - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

useAdaGrad(boolean) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

useAdaGrad - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

useAdaGrad - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

useAdaGrad - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

useAdaGrad - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

useAdaGrad - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

useAdaGrad(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

useAdaGrad(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines whether adaptive gradients should be used or not

useAdaGrad - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

useAdaGrad(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Deprecated.

useAdaGrad(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines whether adaptive gradients should be used or not

useAdaGrad(boolean) - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.Builder

Defines, if adaptive gradients should be created during vocabulary mastering

useAdeGrad - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

useExistingWordVectors(WordVectors) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

useExistingWordVectors(WordVectors) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method allows you to use pre-built WordVectors model (e.g.

useExistingWordVectors(WordVectors) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method allows you to use pre-built WordVectors model (e.g.

useExistingWordVectors(WordVectors) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method has no effect for Word2Vec

useHierarchicSoftmax(boolean) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

useHierarchicSoftmax(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

useHierarchicSoftmax(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method enables/disables Hierarchic softmax Default value: enabled

useHierarchicSoftmax - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

useHierarchicSoftmax(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Enable/disable hierarchic softmax

useHierarchicSoftmax(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method enables/disables Hierarchic softmax Default value: enabled

useHS - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

useHS - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

useNormalizedWordVectors(boolean) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Whether normalized word vectors should be used.

usePreciseMode(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

usePreciseMode(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

usePreciseWeightInit(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

usePreciseWeightInit(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

usePreciseWeightInit(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

If set to true, initial weights for elements/sequences will be derived from elements themself.

usePreciseWeightInit(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

useUnknown - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

useUnknown(boolean) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

useUnknown(boolean) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method allows you to specify, if UNK word should be used internally

useUnknown - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

useUnknown(boolean) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method allows you to specify, if UNK word should be used internally

useUnknown(boolean) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method allows you to specify, if UNK word should be used internally

useVariableWindow(int...) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

useVariableWindow(int...) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method has no effect for ParagraphVectors

useVariableWindow(int...) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

This method allows to use variable window size.

useVariableWindow(int...) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method allows to use variable window size.

Util - Class in org.deeplearning4j.text.movingwindow

V

validateEvent(ListenerEvent, long) - Method in interface org.deeplearning4j.models.sequencevectors.interfaces.VectorsListener

This method is called prior each processEvent call, to check if this specific VectorsListener implementation is viable for specific event

validateEvent(ListenerEvent, long) - Method in class org.deeplearning4j.models.sequencevectors.listeners.ScoreListener

Deprecated.

validateEvent(ListenerEvent, long) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SerializingListener

This method is called prior each processEvent call, to check if this specific VectorsListener implementation is viable for specific event

validateEvent(ListenerEvent, long) - Method in class org.deeplearning4j.models.sequencevectors.listeners.SimilarityListener

valueOf(String) - Static method in enum org.deeplearning4j.iterator.BertIterator.FeatureArrays

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.iterator.BertIterator.LengthHandling

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.iterator.BertIterator.Task

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.iterator.BertIterator.UnsupervisedLabelFormat

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Format

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.iterator.CnnSentenceDataSetIterator.UnknownWordHandling

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.fasttext.FTLossFunctions

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.fasttext.FTModels

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.fasttext.FTOptions

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.enums.ListenerEvent

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.NoEdgeHandling

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.PopularityMode

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.SamplingMode

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.SpreadSpectrum

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.WalkDirection

Returns the enum constant of this type with the specified name.

valueOf(String) - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.WalkMode

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.deeplearning4j.iterator.BertIterator.FeatureArrays

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.iterator.BertIterator.LengthHandling

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.iterator.BertIterator.Task

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.iterator.BertIterator.UnsupervisedLabelFormat

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Format

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.iterator.CnnSentenceDataSetIterator.UnknownWordHandling

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.fasttext.FTLossFunctions

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.fasttext.FTModels

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.fasttext.FTOptions

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.enums.ListenerEvent

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.NoEdgeHandling

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.PopularityMode

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.SamplingMode

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.SpreadSpectrum

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.WalkDirection

Returns an array containing the constants of this enum type, in the order they are declared.

values() - Static method in enum org.deeplearning4j.models.sequencevectors.graph.enums.WalkMode

Returns an array containing the constants of this enum type, in the order they are declared.

variableWindows - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

variableWindows - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

variableWindows - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

variableWindows - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

vector(String) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

vector(String) - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

vectorize(InputStream, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

Text coming from an input stream considered as one document

vectorize(String, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

vectorize(File, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

vectorize() - Method in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer

Vectorizes the input source in to a dataset

vectorize(InputStream, String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Text coming from an input stream considered as one document

vectorize(String, String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

Vectorizes the passed in text treating it as one document

vectorize(File, String) - Method in interface org.deeplearning4j.bagofwords.vectorizer.TextVectorizer

vectorize(InputStream, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

Text coming from an input stream considered as one document

vectorize(String, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

Vectorizes the passed in text treating it as one document

vectorize(File, String) - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

vectorize() - Method in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer

Vectorizes the input source in to a dataset

vectorLength - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

vectorLength(int) - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

vectorLength - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

vectorLength - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

vectorLength - Variable in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer.BinaryReader

vectors() - Method in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

vectors() - Method in interface org.deeplearning4j.models.embeddings.WeightLookupTable

Iterates through all of the vectors in the cache

VectorsConfiguration - Class in org.deeplearning4j.models.embeddings.loader

VectorsConfiguration() - Constructor for class org.deeplearning4j.models.embeddings.loader.VectorsConfiguration

vectorSize() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

vectorSize() - Method in class org.deeplearning4j.models.fasttext.FastText

vectorSize() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

VectorsListener<T extends SequenceElement> - Interface in org.deeplearning4j.models.sequencevectors.interfaces

vectorsListeners - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Vertex<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.primitives

Vertex() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.primitives.Vertex

VertexComparator(IGraph<V, E>) - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.VertexComparator

VertexFactory<T extends SequenceElement> - Interface in org.deeplearning4j.models.sequencevectors.graph.vertex

vertexID() - Method in class org.deeplearning4j.models.sequencevectors.graph.primitives.Vertex

vocab - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable

vocab() - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Vocab for the vectors

vocab - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

vocab() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

vocab() - Method in class org.deeplearning4j.models.fasttext.FastText

vocab() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Vocab for the vectors

vocabCache - Variable in class org.deeplearning4j.bagofwords.vectorizer.BagOfWordsVectorizer.Builder

vocabCache - Variable in class org.deeplearning4j.bagofwords.vectorizer.BaseTextVectorizer

vocabCache - Variable in class org.deeplearning4j.bagofwords.vectorizer.TfidfVectorizer.Builder

vocabCache - Variable in class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.Builder

vocabCache - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

vocabCache - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

vocabCache - Variable in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

vocabCache(VocabCache<V>) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

vocabCache(VocabCache<VocabWord>) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method allows to define external VocabCache to be used

vocabCache - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

vocabCache(VocabCache<T>) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

You can pass externally built vocabCache object, containing vocabulary

vocabCache - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

vocabCache - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

vocabCache - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.SentenceTransformer.Builder

vocabCache(VocabCache<VocabWord>) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method allows to define external VocabCache to be used

VocabCache<T extends SequenceElement> - Interface in org.deeplearning4j.models.word2vec.wordstore

VocabConstructor<T extends SequenceElement> - Class in org.deeplearning4j.models.word2vec.wordstore

VocabConstructor.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.word2vec.wordstore

VocabConstructor.VocabRunnable - Class in org.deeplearning4j.models.word2vec.wordstore

vocabExists() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns true, if number of elements in vocabulary > 0, false otherwise

vocabExists() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

vocabExists() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Vocab exists already

vocabId - Variable in class org.deeplearning4j.models.word2vec.VocabWord

vocabKeysAsList - Variable in class org.deeplearning4j.iterator.BertIterator

vocabLimit - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

vocabLimit - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors

vocabMap - Variable in class org.deeplearning4j.iterator.BertIterator.Builder

vocabMap(Map<String, Integer>) - Method in class org.deeplearning4j.iterator.BertIterator.Builder

Provide the vocabulary as a map.

vocabMap - Variable in class org.deeplearning4j.iterator.BertIterator

VocabRunnable(AbstractCache<T>, Sequence<T>, AtomicLong, AtomicLong) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabConstructor.VocabRunnable

vocabs - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

vocabSize() - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

vocabSize() - Method in class org.deeplearning4j.models.fasttext.FastText

vocabSize() - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

VocabularyHolder - Class in org.deeplearning4j.models.word2vec.wordstore

VocabularyHolder() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

Default constructor

VocabularyHolder(VocabCache<? extends SequenceElement>, boolean) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

Builds VocabularyHolder from VocabCache.

VocabularyHolder.Builder - Class in org.deeplearning4j.models.word2vec.wordstore

VocabularyWord - Class in org.deeplearning4j.models.word2vec.wordstore

VocabularyWord() - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

VocabularyWord(String) - Constructor for class org.deeplearning4j.models.word2vec.wordstore.VocabularyWord

VocabWord - Class in org.deeplearning4j.models.word2vec

Intermediate layers of the neural network

VocabWord(double, String) - Constructor for class org.deeplearning4j.models.word2vec.VocabWord

VocabWord(double, String, long) - Constructor for class org.deeplearning4j.models.word2vec.VocabWord

VocabWord() - Constructor for class org.deeplearning4j.models.word2vec.VocabWord

VocabWordFactory - Class in org.deeplearning4j.models.sequencevectors.serialization

VocabWordFactory() - Constructor for class org.deeplearning4j.models.sequencevectors.serialization.VocabWordFactory

vocabWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns collection of SequenceElements stored in this vocabulary

vocabWords() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns all of the vocab word nodes

vocabWords() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns all of the vocab word nodes

VocabWork - Class in org.deeplearning4j.models.word2vec

VocabWork(AtomicInteger, String, boolean) - Constructor for class org.deeplearning4j.models.word2vec.VocabWork

VocabWork(AtomicInteger, String, boolean, String) - Constructor for class org.deeplearning4j.models.word2vec.VocabWork

VocabWork(AtomicInteger, String, boolean, List<String>) - Constructor for class org.deeplearning4j.models.word2vec.VocabWork

W

walk(Vertex<V>, int) - Method in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

WalkDirection - Enum in org.deeplearning4j.models.sequencevectors.graph.enums

walkDirection - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

walkDirection - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

walker - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer.Builder

walker - Variable in class org.deeplearning4j.models.sequencevectors.transformers.impl.GraphTransformer

walkLength - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker.Builder

walkLength - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.NearestVertexWalker

walkLength - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker.Builder

walkLength - Variable in class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.RandomWalker

WalkMode - Enum in org.deeplearning4j.models.sequencevectors.graph.enums

WeightedWalker<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

WeightedWalker() - Constructor for class org.deeplearning4j.models.sequencevectors.graph.walkers.impl.WeightedWalker

WeightedWalker.Builder<T extends SequenceElement> - Class in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

WeightIterator() - Constructor for class org.deeplearning4j.models.embeddings.inmemory.InMemoryLookupTable.WeightIterator

WeightLookupTable<T extends SequenceElement> - Interface in org.deeplearning4j.models.embeddings

General weight lookup table

window - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

window - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

window - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DBOW

window - Variable in class org.deeplearning4j.models.embeddings.learning.impl.sequence.DM

window - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

window - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Window - Class in org.deeplearning4j.text.movingwindow

Window(Collection<String>, int, int) - Constructor for class org.deeplearning4j.text.movingwindow.Window

Creates a window with a context of size 3

Window(Collection<String>, int, int, int) - Constructor for class org.deeplearning4j.text.movingwindow.Window

Initialize a window with the given size

WindowConverter - Class in org.deeplearning4j.text.movingwindow

windowForWordInPosition(int, int, List<String>) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Creates a sliding window from text

Windows - Class in org.deeplearning4j.text.movingwindow

windows(InputStream, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(InputStream, TokenizerFactory, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String, TokenizerFactory, int, WordVectors) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(String, TokenizerFactory) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize.

windows(List<String>, int) - Static method in class org.deeplearning4j.text.movingwindow.Windows

Constructs a list of window of size windowSize

windowSize(int) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

windowSize(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines context window size

windowSize(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Sets window size for skip-Gram training

windowSize(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines context window size

Word2Vec - Class in org.deeplearning4j.models.word2vec

Word2Vec() - Constructor for class org.deeplearning4j.models.word2vec.Word2Vec

Word2Vec.Builder - Class in org.deeplearning4j.models.word2vec

Word2VecDataSetIterator - Class in org.deeplearning4j.models.word2vec.iterator

Word2VecDataSetIterator(Word2Vec, LabelAwareSentenceIterator, List<String>, int, boolean, boolean) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Allows for customization of all of the params of the iterator

Word2VecDataSetIterator(Word2Vec, LabelAwareSentenceIterator, List<String>) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Initializes this iterator with homogenization and adding labels and a batch size of 10

Word2VecDataSetIterator(Word2Vec, LabelAwareSentenceIterator, List<String>, int) - Constructor for class org.deeplearning4j.models.word2vec.iterator.Word2VecDataSetIterator

Initializes this iterator with homogenization and adding labels

wordAtIndex(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns the label of the element at specified Huffman index

wordAtIndex(int) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns the word contained at the given index or null

wordAtIndex(int) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the word contained at the given index or null

WordConverter - Class in org.deeplearning4j.text.movingwindow

WordConverter(List<String>, Word2Vec) - Constructor for class org.deeplearning4j.text.movingwindow.WordConverter

wordFor(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns SequenceElement for specified label

wordFor(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

wordFor(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

wordFor(long) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

wordFor(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

wordFor(long) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

wordFrequencies - Variable in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

wordFrequency(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns the SequenceElement's frequency over training corpus

wordFrequency(String) - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns the number of times the word has occurred

wordFrequency(String) - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns the number of times the word has occurred

words() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.AbstractCache

Returns collection of labels available in this vocabulary

words() - Method in class org.deeplearning4j.models.word2vec.wordstore.inmemory.InMemoryLookupCache

Deprecated.

Returns all of the words in the vocab

words() - Method in interface org.deeplearning4j.models.word2vec.wordstore.VocabCache

Returns all of the words in the vocab

words() - Method in class org.deeplearning4j.models.word2vec.wordstore.VocabularyHolder

Returns sorted list of words in vocabulary.

WordSimilarity() - Constructor for class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils.WordSimilarity

wordsNearest(String, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

wordsNearest(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

wordsNearest(INDArray, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Words nearest based on positive and negative words * @param top the top n words

wordsNearest(String, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.FlatModelUtils

This method does full scan against whole vocabulary, building descending list of similar words

wordsNearest(INDArray, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.FlatModelUtils

This method does full scan against whole vocabulary, building descending list of similar words

wordsNearest(String, int) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

This method implementations should return N nearest elements labels to given element's label

wordsNearest(Collection<String>, Collection<String>, int) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

Words nearest based on positive and negative words

wordsNearest(INDArray, int) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

Words nearest based on positive and negative words * @param top the top n words

wordsNearest(INDArray, int) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

wordsNearest(Collection<String>, Collection<String>, int) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Words nearest based on positive and negative words

wordsNearest(String, int) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Get the top n words most similar to the given word

wordsNearest(INDArray, int) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Words nearest based on positive and negative words * @param top the top n words

wordsNearest(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Words nearest based on positive and negative words

wordsNearest(String, int) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Get the top n words most similar to the given word

wordsNearest(INDArray, int) - Method in class org.deeplearning4j.models.fasttext.FastText

wordsNearest(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.fasttext.FastText

wordsNearest(String, int) - Method in class org.deeplearning4j.models.fasttext.FastText

wordsNearest(INDArray, int) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

wordsNearest(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Words nearest based on positive and negative words PLEASE NOTE: This method is not available in this implementation.

wordsNearest(String, int) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Get the top n words most similar to the given word PLEASE NOTE: This method is not available in this implementation.

wordsNearestSum(String, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Get the top n words most similar to the given word

wordsNearestSum(INDArray, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Words nearest based on positive and negative words * @param top the top n words

wordsNearestSum(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

Words nearest based on positive and negative words

wordsNearestSum(String, int) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

wordsNearestSum(INDArray, int) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

wordsNearestSum(Collection<String>, Collection<String>, int) - Method in interface org.deeplearning4j.models.embeddings.reader.ModelUtils

wordsNearestSum(INDArray, int) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

wordsNearestSum(String, int) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Get the top n words most similar to the given word

wordsNearestSum(Collection<String>, Collection<String>, int) - Method in interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

Words nearest based on positive and negative words

wordsNearestSum(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Words nearest based on positive and negative words

wordsNearestSum(INDArray, int) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Words nearest based on positive and negative words * @param top the top n words

wordsNearestSum(String, int) - Method in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

Get the top n words most similar to the given word

wordsNearestSum(INDArray, int) - Method in class org.deeplearning4j.models.fasttext.FastText

wordsNearestSum(String, int) - Method in class org.deeplearning4j.models.fasttext.FastText

wordsNearestSum(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.fasttext.FastText

wordsNearestSum(INDArray, int) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

wordsNearestSum(String, int) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Get the top n words most similar to the given word PLEASE NOTE: This method is not available in this implementation.

wordsNearestSum(Collection<String>, Collection<String>, int) - Method in class org.deeplearning4j.models.word2vec.StaticWord2Vec

Words nearest based on positive and negative words PLEASE NOTE: This method is not available in this implementation.

wordVectors(WordVectors) - Method in class org.deeplearning4j.iterator.CnnSentenceDataSetIterator.Builder

Provide the WordVectors instance that should be used for training

WordVectors - Interface in org.deeplearning4j.models.embeddings.wordvectors

WordVectorSerializer - Class in org.deeplearning4j.models.embeddings.loader

WordVectorSerializer.BinaryReader - Class in org.deeplearning4j.models.embeddings.loader

WordVectorSerializer.CSVReader - Class in org.deeplearning4j.models.embeddings.loader

WordVectorSerializer.Reader - Interface in org.deeplearning4j.models.embeddings.loader

WordVectorSerializer.ReadHelper - Class in org.deeplearning4j.models.embeddings.loader

Helper static methods to read data from input stream.

WordVectorsImpl<T extends SequenceElement> - Class in org.deeplearning4j.models.embeddings.wordvectors

WordVectorsImpl() - Constructor for class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

workers - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.CBOW

workers - Variable in class org.deeplearning4j.models.embeddings.learning.impl.elements.SkipGram

workers - Variable in class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

workers(int) - Method in class org.deeplearning4j.models.node2vec.Node2Vec.Builder

Deprecated.

workers(int) - Method in class org.deeplearning4j.models.paragraphvectors.ParagraphVectors.Builder

This method defines maximum number of concurrent threads available for training

workers - Variable in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

workers(int) - Method in class org.deeplearning4j.models.sequencevectors.SequenceVectors.Builder

Sets number of worker threads to be used in calculations

workers(int) - Method in class org.deeplearning4j.models.word2vec.Word2Vec.Builder

This method defines maximum number of concurrent threads available for training

writeFullModel(Word2Vec, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use writeWord2VecModel() method instead

writeLookupTable(WeightLookupTable<T>, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves table of weights to file

writeParagraphVectors(ParagraphVectors, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves ParagraphVectors model into compressed zip file

writeParagraphVectors(ParagraphVectors, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves ParagraphVectors model into compressed zip file located at path

writeParagraphVectors(ParagraphVectors, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves ParagraphVectors model into compressed zip file and sends it to output stream

writeSequenceVectors(SequenceVectors<T>, SequenceElementFactory<T>, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves specified SequenceVectors model to target file path

writeSequenceVectors(SequenceVectors<T>, SequenceElementFactory<T>, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves specified SequenceVectors model to target file

writeSequenceVectors(SequenceVectors<T>, SequenceElementFactory<T>, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves specified SequenceVectors model to target OutputStream

writeSequenceVectors(SequenceVectors<T>, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves specified SequenceVectors model to target OutputStream

writeTsneFormat(Word2Vec, INDArray, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Write the tsne format

writeVocabCache(VocabCache<VocabWord>, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves vocab cache to provided File.

writeVocabCache(VocabCache<VocabWord>, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves vocab cache to provided OutputStream.

writeWord2Vec(Word2Vec, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves Word2Vec model to output stream

writeWord2VecModel(Word2Vec, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves Word2Vec model into compressed zip file PLEASE NOTE: This method saves FULL model, including syn0 AND syn1

writeWord2VecModel(Word2Vec, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method saves Word2Vec model into compressed zip file PLEASE NOTE: This method saves FULL model, including syn0 AND syn1

writeWord2VecModel(Word2Vec, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

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

writeWordVectors(WeightLookupTable<T>, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method writes word vectors to the given path.

writeWordVectors(WeightLookupTable<T>, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method writes word vectors to the given file.

writeWordVectors(WeightLookupTable<T>, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method writes word vectors to the given OutputStream.

writeWordVectors(ParagraphVectors, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeParagraphVectors(ParagraphVectors, File)

writeWordVectors(ParagraphVectors, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeParagraphVectors(ParagraphVectors, String)

writeWordVectors(ParagraphVectors, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeParagraphVectors(ParagraphVectors, OutputStream)

writeWordVectors(InMemoryLookupTable, InMemoryLookupCache, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeWord2VecModel(Word2Vec, File) instead

writeWordVectors(Word2Vec, String) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeWord2VecModel(Word2Vec, String)

writeWordVectors(Word2Vec, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeWord2VecModel(Word2Vec, File)

writeWordVectors(Word2Vec, OutputStream) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeWord2Vec(Word2Vec, OutputStream)

writeWordVectors(Word2Vec, BufferedWriter) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

Deprecated.

Use WordVectorSerializer.writeWord2Vec(Word2Vec, OutputStream)

writeWordVectors(FastText, File) - Static method in class org.deeplearning4j.models.embeddings.loader.WordVectorSerializer

This method loads FastText model to file

WRONG - Static variable in class org.deeplearning4j.models.embeddings.reader.impl.BasicModelUtils

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