org.deeplearning4j.models.node2vec

Class Node2Vec<V extends SequenceElement,E extends Number>

java.lang.Object

org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl<T>

org.deeplearning4j.models.sequencevectors.SequenceVectors<V>

org.deeplearning4j.models.node2vec.Node2Vec<V,E>

All Implemented Interfaces:

Serializable, WordVectors

Deprecated.

@Deprecated
public class Node2Vec<V extends SequenceElement,E extends Number>
extends SequenceVectors<V>

This is implementation for Node2Vec/DeepWalk for DeepLearning4J PLEASE NOTE: This class is under construction and isn't suited for any use.

Author:

[email protected]

See Also:

Serialized Form

Nested Class Summary

Nested Classes

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

Nested classes/interfaces inherited from class org.deeplearning4j.models.sequencevectors.SequenceVectors

SequenceVectors.AsyncSequencer

Field Summary

Fields inherited from class org.deeplearning4j.models.sequencevectors.SequenceVectors

configuration, configured, elementsLearningAlgorithm, enableScavenger, eventListeners, existingModel, iterator, log, scoreElements, scoreSequences, sequenceLearningAlgorithm, unknownElement, vocabLimit

Fields inherited from class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

batchSize, DEFAULT_UNK, layerSize, learningRate, learningRateDecayWords, lookupTable, minLearningRate, minWordFrequency, modelUtils, negative, numEpochs, numIterations, resetModel, sampling, seed, stopWords, trainElementsVectors, trainSequenceVectors, useAdeGrad, useUnknown, variableWindows, vocab, window, workers

Constructor Summary

Constructors

Constructor and Description
Node2Vec() Deprecated.

Method Summary

Modifier and Type	Method and Description
org.nd4j.linalg.api.ndarray.INDArray	inferVector(Collection<Vertex<V>> vertices) Deprecated.

Methods inherited from class org.deeplearning4j.models.sequencevectors.SequenceVectors

buildVocab, fit, getElementsScore, getSequencesScore, getUNK, getWordVectorMatrix, initLearners, setUNK, trainSequence

Methods inherited from class org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl

accuracy, getLayerSize, getWordVector, getWordVectorMatrixNormalized, getWordVectors, getWordVectorsMean, hasWord, indexOf, lookupTable, setLookupTable, setModelUtils, setVocab, similarity, similarWordsInVocabTo, update, update, vocab, wordsNearest, wordsNearest, wordsNearest, wordsNearestSum, wordsNearestSum, wordsNearestSum

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.deeplearning4j.models.embeddings.wordvectors.WordVectors

accuracy, getWordVector, getWordVectorMatrixNormalized, getWordVectors, getWordVectorsMean, hasWord, indexOf, lookupTable, setModelUtils, similarity, similarWordsInVocabTo, vocab, wordsNearest, wordsNearest, wordsNearest, wordsNearestSum, wordsNearestSum, wordsNearestSum

Constructor Detail

Node2Vec

public Node2Vec()

Deprecated.

Method Detail

inferVector

public org.nd4j.linalg.api.ndarray.INDArray inferVector(@NonNull
                                                        Collection<Vertex<V>> vertices)

Deprecated.