Uses of Class
org.deeplearning4j.text.documentiterator.LabelledDocument

Packages that use LabelledDocument

Package	Description
org.deeplearning4j.models.paragraphvectors
org.deeplearning4j.models.sequencevectors.transformers.impl.iterables
org.deeplearning4j.text.documentiterator
org.deeplearning4j.text.documentiterator.interoperability
org.deeplearning4j.text.sentenceiterator.interoperability

Uses of LabelledDocument in org.deeplearning4j.models.paragraphvectors

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

Modifier and Type	Method and Description
org.nd4j.linalg.api.ndarray.INDArray	ParagraphVectors.inferVector(LabelledDocument document) This method calculates inferred vector for given document, with default parameters for learning rate and iterations
org.nd4j.linalg.api.ndarray.INDArray	ParagraphVectors.inferVector(LabelledDocument document, double learningRate, double minLearningRate, int iterations) This method calculates inferred vector for given document
Future<org.nd4j.linalg.primitives.Pair<String,org.nd4j.linalg.api.ndarray.INDArray>>	ParagraphVectors.inferVectorBatched(LabelledDocument document) This method implements batched inference, based on Java Future parallelism model.
Collection<String>	ParagraphVectors.nearestLabels(LabelledDocument document, int topN) This method returns top N labels nearest to specified document
String	ParagraphVectors.predict(LabelledDocument document) This method predicts label of the document.
Collection<String>	ParagraphVectors.predictSeveral(LabelledDocument document, int limit) Predict several labels based on the document.
double	ParagraphVectors.similarityToLabel(LabelledDocument document, String label) This method returns similarity of the document to specific label, based on mean value

Constructors in org.deeplearning4j.models.paragraphvectors with parameters of type LabelledDocument

Constructor and Description
InferenceCallable(VocabCache<VocabWord> vocabCache, TokenizerFactory tokenizerFactory, LabelledDocument document)
InferenceCallable(VocabCache<VocabWord> vocabCache, TokenizerFactory tokenizerFactory, LabelledDocument document, AtomicLong flag)

Uses of LabelledDocument in org.deeplearning4j.models.sequencevectors.transformers.impl.iterables

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

Modifier and Type	Field and Description
protected BlockingQueue<LabelledDocument>	ParallelTransformerIterator.stringBuffer

Uses of LabelledDocument in org.deeplearning4j.text.documentiterator

Fields in org.deeplearning4j.text.documentiterator with type parameters of type LabelledDocument

Modifier and Type	Field and Description
protected AsyncIterator<LabelledDocument>	AsyncLabelAwareIterator.asyncIterator
protected Iterator<LabelledDocument>	SimpleLabelAwareIterator.currentIterator
protected Iterable<LabelledDocument>	SimpleLabelAwareIterator.underlyingIterable

Methods in org.deeplearning4j.text.documentiterator that return LabelledDocument

Modifier and Type	Method and Description
LabelledDocument	SimpleLabelAwareIterator.next()
LabelledDocument	AsyncLabelAwareIterator.next()
LabelledDocument	BasicLabelAwareIterator.next()
LabelledDocument	FileLabelAwareIterator.next()
LabelledDocument	FilenamesLabelAwareIterator.next()
LabelledDocument	LabelAwareIterator.nextDocument()
LabelledDocument	SimpleLabelAwareIterator.nextDocument() This method returns next LabelledDocument from underlying iterator
LabelledDocument	AsyncLabelAwareIterator.nextDocument()
LabelledDocument	BasicLabelAwareIterator.nextDocument() This method returns next LabelledDocument
LabelledDocument	FileLabelAwareIterator.nextDocument()
LabelledDocument	FilenamesLabelAwareIterator.nextDocument()

Constructor parameters in org.deeplearning4j.text.documentiterator with type arguments of type LabelledDocument

Constructor and Description
SimpleLabelAwareIterator(Iterable<LabelledDocument> iterable) Builds LabelAwareIterator instance using Iterable object
SimpleLabelAwareIterator(Iterator<LabelledDocument> iterator) Builds LabelAwareIterator instance using Iterator object PLEASE NOTE: If instance is built using Iterator object, reset() method becomes unavailable

Uses of LabelledDocument in org.deeplearning4j.text.documentiterator.interoperability

Methods in org.deeplearning4j.text.documentiterator.interoperability that return LabelledDocument

Modifier and Type	Method and Description
LabelledDocument	DocumentIteratorConverter.next()
LabelledDocument	DocumentIteratorConverter.nextDocument()

Uses of LabelledDocument in org.deeplearning4j.text.sentenceiterator.interoperability

Methods in org.deeplearning4j.text.sentenceiterator.interoperability that return LabelledDocument

Modifier and Type	Method and Description
LabelledDocument	SentenceIteratorConverter.next()
LabelledDocument	SentenceIteratorConverter.nextDocument()