Uses of Class
org.deeplearning4j.models.sequencevectors.sequence.SequenceElement

Packages that use SequenceElement

Package	Description
org.deeplearning4j.models.embeddings
org.deeplearning4j.models.embeddings.inmemory
org.deeplearning4j.models.embeddings.learning
org.deeplearning4j.models.embeddings.learning.impl.elements
org.deeplearning4j.models.embeddings.learning.impl.sequence
org.deeplearning4j.models.embeddings.loader
org.deeplearning4j.models.embeddings.reader
org.deeplearning4j.models.embeddings.reader.impl
org.deeplearning4j.models.embeddings.wordvectors
org.deeplearning4j.models.glove
org.deeplearning4j.models.glove.count
org.deeplearning4j.models.node2vec
org.deeplearning4j.models.sequencevectors
org.deeplearning4j.models.sequencevectors.graph.primitives
org.deeplearning4j.models.sequencevectors.graph.vertex
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.listeners
org.deeplearning4j.models.sequencevectors.sequence
org.deeplearning4j.models.sequencevectors.serialization
org.deeplearning4j.models.sequencevectors.transformers
org.deeplearning4j.models.sequencevectors.transformers.impl
org.deeplearning4j.models.word2vec
org.deeplearning4j.models.word2vec.wordstore
org.deeplearning4j.models.word2vec.wordstore.inmemory
org.deeplearning4j.text.invertedindex
org.deeplearning4j.text.labels

Uses of SequenceElement in org.deeplearning4j.models.embeddings

Classes in org.deeplearning4j.models.embeddings with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	WeightLookupTable<T extends SequenceElement> General weight lookup table

Uses of SequenceElement in org.deeplearning4j.models.embeddings.inmemory

Classes in org.deeplearning4j.models.embeddings.inmemory with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	InMemoryLookupTable<T extends SequenceElement> Default word lookup table
static class	InMemoryLookupTable.Builder<T extends SequenceElement>

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

Classes in org.deeplearning4j.models.embeddings.learning with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	ElementsLearningAlgorithm<T extends SequenceElement> Implementations of this interface should contain element-related learning algorithms.
interface	SequenceLearningAlgorithm<T extends SequenceElement> Implementations of this interface should contain sequence-related learning algorithms.

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

Classes in org.deeplearning4j.models.embeddings.learning.impl.elements with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	CBOW<T extends SequenceElement> CBOW implementation for DeepLearning4j
class	GloVe<T extends SequenceElement> GloVe LearningAlgorithm implementation for SequenceVectors
static class	GloVe.Builder<T extends SequenceElement>
class	SkipGram<T extends SequenceElement> Skip-Gram implementation for dl4j SequenceVectors

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

Classes in org.deeplearning4j.models.embeddings.learning.impl.sequence with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	DBOW<T extends SequenceElement>
class	DM<T extends SequenceElement> DM implementation for DeepLearning4j

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

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

Modifier and Type	Method and Description
static <T extends SequenceElement> SequenceVectors<T>	WordVectorSerializer.readSequenceVectors(SequenceElementFactory<T> factory, File file) This method loads previously saved SequenceVectors model from File
static <T extends SequenceElement> SequenceVectors<T>	WordVectorSerializer.readSequenceVectors(SequenceElementFactory<T> factory, InputStream stream) This method loads previously saved SequenceVectors model from InputStream
static <T extends SequenceElement> void	WordVectorSerializer.writeSequenceVectors(SequenceVectors<T> vectors, SequenceElementFactory<T> factory, File file) This method saves specified SequenceVectors model to target file
static <T extends SequenceElement> void	WordVectorSerializer.writeSequenceVectors(SequenceVectors<T> vectors, SequenceElementFactory<T> factory, OutputStream stream) This method saves specified SequenceVectors model to target OutputStream
static <T extends SequenceElement> void	WordVectorSerializer.writeSequenceVectors(SequenceVectors<T> vectors, SequenceElementFactory<T> factory, String path) This method saves specified SequenceVectors model to target file path
static <T extends SequenceElement> void	WordVectorSerializer.writeWordVectors(WeightLookupTable<T> lookupTable, File file) This method writes word vectors to the given file.
static <T extends SequenceElement> void	WordVectorSerializer.writeWordVectors(WeightLookupTable<T> lookupTable, OutputStream stream) This method writes word vectors to the given OutputStream.
static <T extends SequenceElement> void	WordVectorSerializer.writeWordVectors(WeightLookupTable<T> lookupTable, String path) This method writes word vectors to the given path.

Uses of SequenceElement in org.deeplearning4j.models.embeddings.reader

Classes in org.deeplearning4j.models.embeddings.reader with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	ModelUtils<T extends SequenceElement> Instances implementing this interface should be responsible for utility access to SequenceVectors model

Uses of SequenceElement in org.deeplearning4j.models.embeddings.reader.impl

Classes in org.deeplearning4j.models.embeddings.reader.impl with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	BasicModelUtils<T extends SequenceElement> Basic implementation for ModelUtils interface, suited for standalone use.
class	FlatModelUtils<T extends SequenceElement> This model reader is suited for model tests, and for cases where flat scan against elements is required.
class	TreeModelUtils<T extends SequenceElement> This is VPTree-based implementation for wordsNearest method, suited for multiple consequent calls.

Uses of SequenceElement in org.deeplearning4j.models.embeddings.wordvectors

Classes in org.deeplearning4j.models.embeddings.wordvectors with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	WordVectorsImpl<T extends SequenceElement> Common word vector operations

Uses of SequenceElement in org.deeplearning4j.models.glove

Classes in org.deeplearning4j.models.glove with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	AbstractCoOccurrences<T extends SequenceElement> This class implements building cooccurrence map for abstract training corpus.
static class	AbstractCoOccurrences.Builder<T extends SequenceElement>
class	GloveWeightLookupTable<T extends SequenceElement> Deprecated.
static class	GloveWeightLookupTable.Builder<T extends SequenceElement> Deprecated.

Method parameters in org.deeplearning4j.models.glove with type arguments of type SequenceElement

Modifier and Type	Method and Description
static GloveWeightLookupTable	GloveWeightLookupTable.load(InputStream is, VocabCache<? extends SequenceElement> vocab) Deprecated. Load a glove model from an input stream.

Uses of SequenceElement in org.deeplearning4j.models.glove.count

Classes in org.deeplearning4j.models.glove.count with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	ASCIICoOccurrenceReader<T extends SequenceElement>
class	ASCIICoOccurrenceWriter<T extends SequenceElement>
class	BinaryCoOccurrenceReader<T extends SequenceElement> Binary implementation of CoOccurenceReader interface, used to provide off-memory storage for cooccurrence maps generated for GloVe
class	BinaryCoOccurrenceWriter<T extends SequenceElement>
interface	CoOccurenceReader<T extends SequenceElement> Created by raver on 24.12.2015.
class	CoOccurrenceWeight<T extends SequenceElement> Simple POJO holding pairs of elements and their respective weights, used in GloVe -> CoOccurrence
interface	CoOccurrenceWriter<T extends SequenceElement> Created by fartovii on 25.12.15.
class	CountMap<T extends SequenceElement> Drop-in replacement for CounterMap WORK IN PROGRESS, PLEASE DO NOT USE

Uses of SequenceElement in org.deeplearning4j.models.node2vec

Classes in org.deeplearning4j.models.node2vec with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	Node2Vec<V extends SequenceElement,E extends Number> Deprecated.
static class	Node2Vec.Builder<V extends SequenceElement,E extends Number> Deprecated.

Uses of SequenceElement in org.deeplearning4j.models.sequencevectors

Classes in org.deeplearning4j.models.sequencevectors with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	SequenceVectors<T extends SequenceElement> SequenceVectors implements abstract features extraction for Sequences and SequenceElements, using SkipGram, CBOW or DBOW (for Sequence features extraction).
static class	SequenceVectors.Builder<T extends SequenceElement>

Fields in org.deeplearning4j.models.sequencevectors declared as SequenceElement

Modifier and Type	Field and Description
protected T	SequenceVectors.unknownElement
protected T	SequenceVectors.Builder.unknownElement

Uses of SequenceElement in org.deeplearning4j.models.sequencevectors.graph.primitives

Classes in org.deeplearning4j.models.sequencevectors.graph.primitives with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	Graph<V extends SequenceElement,E extends Number> Graph, where all edges and vertices are stored in-memory. Internally, this is a directed graph with adjacency list representation; however, if undirected edges are added, these edges are duplicated internally to allow for fast lookup. Depending on the value of allowMultipleEdges, this graph implementation may or may not allow multiple edges between any two adjacent nodes.
interface	IGraph<V extends SequenceElement,E extends Number> Interface for a IGraph, with objects for each vertex and edge.
class	Vertex<T extends SequenceElement> Vertex in a graph

Uses of SequenceElement in org.deeplearning4j.models.sequencevectors.graph.vertex

Classes in org.deeplearning4j.models.sequencevectors.graph.vertex with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	AbstractVertexFactory<T extends SequenceElement> VertexFactory implementation
interface	VertexFactory<T extends SequenceElement> Vertex factory, used to create nodes from an integer index (0 to nVertices-1 inclusive)

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

Classes in org.deeplearning4j.models.sequencevectors.graph.walkers with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	GraphWalker<T extends SequenceElement> This interface describes methods needed for various DeepWalk-related implementations

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

Classes in org.deeplearning4j.models.sequencevectors.graph.walkers.impl with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	NearestVertexWalker<V extends SequenceElement> This walker represents connections of a given node + their neighborhoods up to certain depth.
static class	NearestVertexWalker.Builder<V extends SequenceElement>
protected class	NearestVertexWalker.VertexComparator<V extends SequenceElement,E extends Number>
class	PopularityWalker<T extends SequenceElement> This is vertex popularity-based walker for SequenceVectors-based DeepWalk implementation.
static class	PopularityWalker.Builder<T extends SequenceElement>
class	RandomWalker<T extends SequenceElement> This is Random-based walker for SequenceVectors-based DeepWalk implementation Original DeepWalk paper: http://arxiv.org/pdf/1403.6652v2
static class	RandomWalker.Builder<T extends SequenceElement>
class	WeightedWalker<T extends SequenceElement> This is vertex weight-based walker for SequenceVectors-based DeepWalk implementation.
static class	WeightedWalker.Builder<T extends SequenceElement>

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

Classes in org.deeplearning4j.models.sequencevectors.interfaces with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	SequenceElementFactory<T extends SequenceElement> This is interface for JSON -> SequenceElement serialization/deserialziation
interface	SequenceIterator<T extends SequenceElement> SequenceIterator is basic interface for learning abstract data that can be represented as sequence of some elements.
interface	VectorsListener<T extends SequenceElement> This interface describes Listeners to SequenceVectors and its derivatives.

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

Classes in org.deeplearning4j.models.sequencevectors.iterators with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	AbstractSequenceIterator<T extends SequenceElement> This is basic generic SequenceIterator implementation
static class	AbstractSequenceIterator.Builder<T extends SequenceElement>
class	FilteredSequenceIterator<T extends SequenceElement> This implementation of SequenceIterator passes each sequence through specified vocabulary, filtering out SequenceElements that are not available in Vocabulary.
class	SynchronizedSequenceIterator<T extends SequenceElement> Synchronized version of AbstractSeuqenceIterator, implemented on top of it.

Uses of SequenceElement in org.deeplearning4j.models.sequencevectors.listeners

Classes in org.deeplearning4j.models.sequencevectors.listeners with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	ScoreListener<T extends SequenceElement> Deprecated.
class	SerializingListener<T extends SequenceElement> This is example VectorsListener implementation.
static class	SerializingListener.Builder<T extends SequenceElement>
class	SimilarityListener<T extends SequenceElement> Simple listener, to monitor similarity between selected elements during training

Uses of SequenceElement in org.deeplearning4j.models.sequencevectors.sequence

Classes in org.deeplearning4j.models.sequencevectors.sequence with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	Sequence<T extends SequenceElement> Sequence for SequenceVectors is defined as limited set of SequenceElements.

Subclasses of SequenceElement in org.deeplearning4j.models.sequencevectors.sequence

Modifier and Type	Class and Description
class	ShallowSequenceElement This is special shallow SequenceElement implementation, that doesn't hold labels or any other custom user-defined data

Fields in org.deeplearning4j.models.sequencevectors.sequence declared as SequenceElement

Modifier and Type	Field and Description
protected T	Sequence.label

Methods in org.deeplearning4j.models.sequencevectors.sequence with parameters of type SequenceElement

Modifier and Type	Method and Description
int	SequenceElement.compareTo(SequenceElement o)

Uses of SequenceElement in org.deeplearning4j.models.sequencevectors.serialization

Classes in org.deeplearning4j.models.sequencevectors.serialization with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	AbstractElementFactory<T extends SequenceElement> This is universal serialization/deserialization factor for SequenceVectors serialization.

Constructor parameters in org.deeplearning4j.models.sequencevectors.serialization with type arguments of type SequenceElement

Constructor and Description
AbstractElementFactory(Class<? extends SequenceElement> cls) This is the only constructor available for AbstractElementFactory

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

Classes in org.deeplearning4j.models.sequencevectors.transformers with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	SequenceTransformer<T extends SequenceElement,V>

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

Classes in org.deeplearning4j.models.sequencevectors.transformers.impl with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	GraphTransformer<T extends SequenceElement> This class is used to build vocabulary and sequences out of graph, via GraphWalkers
static class	GraphTransformer.Builder<T extends SequenceElement>

Uses of SequenceElement in org.deeplearning4j.models.word2vec

Subclasses of SequenceElement in org.deeplearning4j.models.word2vec

Modifier and Type	Class and Description
class	VocabWord Intermediate layers of the neural network

Method parameters in org.deeplearning4j.models.word2vec with type arguments of type SequenceElement

Modifier and Type	Method and Description
void	Huffman.applyIndexes(VocabCache<? extends SequenceElement> cache) 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

Constructor parameters in org.deeplearning4j.models.word2vec with type arguments of type SequenceElement

Constructor and Description
Huffman(Collection<? extends SequenceElement> words)
Huffman(Collection<? extends SequenceElement> words, int CODE_LENGTH) Builds Huffman tree for collection of SequenceElements, with defined CODE_LENGTH Default CODE_LENGTH is 40

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

Classes in org.deeplearning4j.models.word2vec.wordstore with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	VocabCache<T extends SequenceElement> A VocabCache handles the storage of information needed for the word2vec look up table.
class	VocabConstructor<T extends SequenceElement> This class can be used to build joint vocabulary from special sources, that should be treated separately.
static class	VocabConstructor.Builder<T extends SequenceElement>

Constructor parameters in org.deeplearning4j.models.word2vec.wordstore with type arguments of type SequenceElement

Constructor and Description
VocabularyHolder(VocabCache<? extends SequenceElement> cache, boolean markAsSpecial) Builds VocabularyHolder from VocabCache.

Uses of SequenceElement in org.deeplearning4j.models.word2vec.wordstore.inmemory

Classes in org.deeplearning4j.models.word2vec.wordstore.inmemory with type parameters of type SequenceElement

Modifier and Type	Class and Description
class	AbstractCache<T extends SequenceElement> This is generic VocabCache implementation designed as abstract SequenceElements vocabulary
static class	AbstractCache.Builder<T extends SequenceElement>

Uses of SequenceElement in org.deeplearning4j.text.invertedindex

Classes in org.deeplearning4j.text.invertedindex with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	InvertedIndex<T extends SequenceElement> An inverted index for mapping words to documents and documents to words

Uses of SequenceElement in org.deeplearning4j.text.labels

Classes in org.deeplearning4j.text.labels with type parameters of type SequenceElement

Modifier and Type	Interface and Description
interface	LabelsProvider<T extends SequenceElement>