Uses of Class org.deeplearning4j.models.sequencevectors.sequence.Sequence (deeplearning4j 1.0.0-beta7 API)

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Packages that use Sequence
Package	Description
org.deeplearning4j.models.embeddings.learning
org.deeplearning4j.models.embeddings.learning.impl.elements
org.deeplearning4j.models.embeddings.learning.impl.sequence
org.deeplearning4j.models.sequencevectors
org.deeplearning4j.models.sequencevectors.graph.walkers
org.deeplearning4j.models.sequencevectors.graph.walkers.impl
org.deeplearning4j.models.sequencevectors.interfaces
org.deeplearning4j.models.sequencevectors.iterators
org.deeplearning4j.models.sequencevectors.transformers
org.deeplearning4j.models.sequencevectors.transformers.impl
org.deeplearning4j.models.sequencevectors.transformers.impl.iterables
org.deeplearning4j.models.word2vec.wordstore
org.deeplearning4j.spark.models.paragraphvectors.functions
org.deeplearning4j.spark.models.sequencevectors
org.deeplearning4j.spark.models.sequencevectors.functions
org.deeplearning4j.spark.models.sequencevectors.learning
org.deeplearning4j.spark.models.sequencevectors.learning.elements
org.deeplearning4j.spark.models.sequencevectors.learning.sequence

Uses of Sequence in org.deeplearning4j.models.embeddings.learning

Methods in org.deeplearning4j.models.embeddings.learning with parameters of type Sequence
Modifier and Type	Method and Description
`INDArray`	SequenceLearningAlgorithm.`inferSequence(Sequence<T> sequence, long nextRandom, double learningRate, double minLearningRate, int iterations)` This method does training on previously unseen paragraph, and returns inferred vector
`double`	ElementsLearningAlgorithm.`learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate)` This method does training over the sequence of elements passed into it
`double`	ElementsLearningAlgorithm.`learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate, BatchSequences<T> batchSequences)`
`double`	SequenceLearningAlgorithm.`learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate, BatchSequences<T> batchSequences)` This method does training over the sequence of elements passed into it

Uses of Sequence in org.deeplearning4j.models.embeddings.learning.impl.elements

Methods in org.deeplearning4j.models.embeddings.learning.impl.elements that return Sequence
Modifier and Type	Method and Description
`Sequence<T>`	CBOW.`applySubsampling(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom)`
`Sequence<T>`	SkipGram.`applySubsampling(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom)`

Methods in org.deeplearning4j.models.embeddings.learning.impl.elements with parameters of type Sequence
Modifier and Type	Method and Description
`Sequence<T>`	CBOW.`applySubsampling(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom)`
`Sequence<T>`	SkipGram.`applySubsampling(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom)`
`double`	CBOW.`learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate)`
`double`	SkipGram.`learnSequence(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom, double learningRate)` Learns sequence using SkipGram algorithm
`double`	CBOW.`learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate, BatchSequences<T> batchSequences)`
`double`	SkipGram.`learnSequence(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom, double learningRate, BatchSequences<T> batchSequences)`

Uses of Sequence in org.deeplearning4j.models.embeddings.learning.impl.sequence

Methods in org.deeplearning4j.models.embeddings.learning.impl.sequence with parameters of type Sequence
Modifier and Type	Method and Description
`protected void`	DBOW.`dbow(int i, Sequence<T> sequence, int b, AtomicLong nextRandom, double alpha, boolean isInference, INDArray inferenceVector, BatchSequences<T> batchSequences)`
`void`	DM.`dm(int i, Sequence<T> sequence, int b, AtomicLong nextRandom, double alpha, List<T> labels, boolean isInference, INDArray inferenceVector, BatchSequences<T> batchSequences)`
`INDArray`	DBOW.`inferSequence(Sequence<T> sequence, long nextRandom, double learningRate, double minLearningRate, int iterations)` This method does training on previously unseen paragraph, and returns inferred vector
`INDArray`	DM.`inferSequence(Sequence<T> sequence, long nr, double learningRate, double minLearningRate, int iterations)` This method does training on previously unseen paragraph, and returns inferred vector
`double`	DBOW.`learnSequence(@NonNull Sequence<T> sequence, @NonNull AtomicLong nextRandom, double learningRate, BatchSequences<T> batchSequences)`
`double`	DM.`learnSequence(Sequence<T> sequence, AtomicLong nextRandom, double learningRate, BatchSequences<T> batchSequences)`

Uses of Sequence in org.deeplearning4j.models.sequencevectors

Methods in org.deeplearning4j.models.sequencevectors that return Sequence
Modifier and Type	Method and Description
`Sequence<T>`	SequenceVectors.AsyncSequencer.`nextSentence()`

Methods in org.deeplearning4j.models.sequencevectors with parameters of type Sequence
Modifier and Type	Method and Description
`protected void`	SequenceVectors.`trainSequence(@NonNull Sequence<T> sequence, AtomicLong nextRandom, double alpha)`

Uses of Sequence in org.deeplearning4j.models.sequencevectors.graph.walkers

Methods in org.deeplearning4j.models.sequencevectors.graph.walkers that return Sequence
Modifier and Type	Method and Description
`Sequence<T>`	GraphWalker.`next()` This method returns next walk sequence from this graph

Uses of Sequence in org.deeplearning4j.models.sequencevectors.graph.walkers.impl

Methods in org.deeplearning4j.models.sequencevectors.graph.walkers.impl that return Sequence
Modifier and Type	Method and Description
`Sequence<V>`	NearestVertexWalker.`next()`
`Sequence<T>`	PopularityWalker.`next()` This method returns next walk sequence from this graph
`Sequence<T>`	RandomWalker.`next()` This method returns next walk sequence from this graph
`Sequence<T>`	WeightedWalker.`next()` This method returns next walk sequence from this graph
`protected Sequence<V>`	NearestVertexWalker.`walk(Vertex<V> node, int cDepth)`

Uses of Sequence in org.deeplearning4j.models.sequencevectors.interfaces

Methods in org.deeplearning4j.models.sequencevectors.interfaces that return Sequence
Modifier and Type Method and Description

Sequence<T> SequenceIterator.nextSequence()

Uses of Sequence in org.deeplearning4j.models.sequencevectors.iterators

Methods in org.deeplearning4j.models.sequencevectors.iterators that return Sequence
Modifier and Type	Method and Description
`Sequence<T>`	AbstractSequenceIterator.`nextSequence()` Returns next sequence out of iterator
`Sequence<T>`	FilteredSequenceIterator.`nextSequence()` Returns filtered sequence, that contains sequence elements from vocabulary only.
`Sequence<T>`	SynchronizedSequenceIterator.`nextSequence()` Returns next sequence from data source

Uses of Sequence in org.deeplearning4j.models.sequencevectors.transformers

Methods in org.deeplearning4j.models.sequencevectors.transformers that return Sequence
Modifier and Type	Method and Description
`Sequence<T>`	SequenceTransformer.`transformToSequence(V object)` This is generic method for transformation data from any format to Sequence of SequenceElement.

Uses of Sequence in org.deeplearning4j.models.sequencevectors.transformers.impl

Methods in org.deeplearning4j.models.sequencevectors.transformers.impl that return Sequence
Modifier and Type	Method and Description
`Sequence<VocabWord>`	SentenceTransformer.`transformToSequence(String object)`

Methods in org.deeplearning4j.models.sequencevectors.transformers.impl that return types with arguments of type Sequence
Modifier and Type	Method and Description
`Iterator<Sequence<T>>`	GraphTransformer.`iterator()`
`Iterator<Sequence<VocabWord>>`	SentenceTransformer.`iterator()`

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

Fields in org.deeplearning4j.models.sequencevectors.transformers.impl.iterables with type parameters of type Sequence
Modifier and Type	Field and Description
`protected BlockingQueue<Future<Sequence<VocabWord>>>`	ParallelTransformerIterator.`buffer`

Methods in org.deeplearning4j.models.sequencevectors.transformers.impl.iterables that return Sequence
Modifier and Type	Method and Description
`Sequence<VocabWord>`	BasicTransformerIterator.`next()`
`Sequence<VocabWord>`	ParallelTransformerIterator.`next()`

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

Methods in org.deeplearning4j.models.word2vec.wordstore with parameters of type Sequence
Modifier and Type	Method and Description
`void`	VocabConstructor.`processDocument(AbstractCache<T> targetVocab, Sequence<T> document, AtomicLong finalCounter, AtomicLong loopCounter)`

Constructors in org.deeplearning4j.models.word2vec.wordstore with parameters of type Sequence
Constructor and Description
`VocabRunnable(@NonNull AbstractCache<T> targetVocab, @NonNull Sequence<T> sequence, @NonNull AtomicLong finalCounter, @NonNull AtomicLong loopCounter)`

Uses of Sequence in org.deeplearning4j.spark.models.paragraphvectors.functions

Methods in org.deeplearning4j.spark.models.paragraphvectors.functions that return Sequence
Modifier and Type	Method and Description
`Sequence<VocabWord>`	DocumentSequenceConvertFunction.`call(LabelledDocument document)`
`Sequence<VocabWord>`	KeySequenceConvertFunction.`call(scala.Tuple2<String,String> pair)`

Uses of Sequence in org.deeplearning4j.spark.models.sequencevectors

Method parameters in org.deeplearning4j.spark.models.sequencevectors with type arguments of type Sequence
Modifier and Type	Method and Description
`void`	SparkSequenceVectors.`fitSequences(org.apache.spark.api.java.JavaRDD<Sequence<T>> corpus)` Base training entry point

Uses of Sequence in org.deeplearning4j.spark.models.sequencevectors.functions

Methods in org.deeplearning4j.spark.models.sequencevectors.functions that return Sequence
Modifier and Type	Method and Description
`Sequence<T>`	ListSequenceConvertFunction.`call(List<T> ts)`
`Sequence<VocabWord>`	TokenizerFunction.`call(String s)`

Methods in org.deeplearning4j.spark.models.sequencevectors.functions that return types with arguments of type Sequence
Modifier and Type	Method and Description
`Pair<Sequence<T>,Long>`	CountFunction.`call(Sequence<T> sequence)`
`Pair<Sequence<T>,Long>`	ExtraCountFunction.`call(Sequence<T> sequence)`

Methods in org.deeplearning4j.spark.models.sequencevectors.functions with parameters of type Sequence
Modifier and Type	Method and Description
`Pair<Sequence<T>,Long>`	CountFunction.`call(Sequence<T> sequence)`
`Pair<Sequence<T>,Long>`	ExtraCountFunction.`call(Sequence<T> sequence)`
`void`	TrainingFunction.`call(Sequence<T> sequence)`
`Iterator<T>`	VocabRddFunctionFlat.`call(Sequence<T> sequence)`

Method parameters in org.deeplearning4j.spark.models.sequencevectors.functions with type arguments of type Sequence
Modifier and Type	Method and Description
`void`	PartitionTrainingFunction.`call(Iterator<Sequence<T>> sequenceIterator)`
`protected void`	PartitionTrainingFunction.`trainAllAtOnce(List<Sequence<ShallowSequenceElement>> sequences)`

Uses of Sequence in org.deeplearning4j.spark.models.sequencevectors.learning

Methods in org.deeplearning4j.spark.models.sequencevectors.learning with parameters of type Sequence
Modifier and Type	Method and Description
`Frame<? extends TrainingMessage>`	SparkElementsLearningAlgorithm.`frameSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate)`

Uses of Sequence in org.deeplearning4j.spark.models.sequencevectors.learning.elements

Methods in org.deeplearning4j.spark.models.sequencevectors.learning.elements that return Sequence
Modifier and Type	Method and Description
`static Sequence<ShallowSequenceElement>`	BaseSparkLearningAlgorithm.`applySubsampling(@NonNull Sequence<ShallowSequenceElement> sequence, @NonNull AtomicLong nextRandom, long totalElementsCount, double prob)`

Methods in org.deeplearning4j.spark.models.sequencevectors.learning.elements with parameters of type Sequence
Modifier and Type	Method and Description
`static Sequence<ShallowSequenceElement>`	BaseSparkLearningAlgorithm.`applySubsampling(@NonNull Sequence<ShallowSequenceElement> sequence, @NonNull AtomicLong nextRandom, long totalElementsCount, double prob)`
`Frame<? extends TrainingMessage>`	SparkCBOW.`frameSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate)`
`Frame<? extends TrainingMessage>`	SparkSkipGram.`frameSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate)`
`double`	BaseSparkLearningAlgorithm.`learnSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate)`
`double`	SparkCBOW.`learnSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate, BatchSequences<ShallowSequenceElement> batchSequences)`
`double`	SparkSkipGram.`learnSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate, BatchSequences<ShallowSequenceElement> batchSequences)`

Uses of Sequence in org.deeplearning4j.spark.models.sequencevectors.learning.sequence

Methods in org.deeplearning4j.spark.models.sequencevectors.learning.sequence with parameters of type Sequence
Modifier and Type	Method and Description
`Frame<? extends TrainingMessage>`	SparkDBOW.`frameSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate)`
`Frame<? extends TrainingMessage>`	SparkDM.`frameSequence(Sequence<ShallowSequenceElement> sequence, AtomicLong nextRandom, double learningRate)`
`INDArray`	BaseSparkSequenceLearningAlgorithm.`inferSequence(Sequence<ShallowSequenceElement> sequence, long nextRandom, double learningRate, double minLearningRate, int iterations)`

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