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, org.deeplearning4j.nn.weights.embeddings.EmbeddingInitializer

Deprecated.

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

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, intersectModel, iterator, lockFactor, 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(@NonNull 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, jsonSerializable, loadWeightsInto, lookupTable, outOfVocabularySupported, setLookupTable, setModelUtils, setVocab, similarity, similarWordsInVocabTo, update, update, vectorSize, vocab, vocabSize, 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, outOfVocabularySupported, setModelUtils, similarity, similarWordsInVocabTo, vocab, wordsNearest, wordsNearest, wordsNearest, wordsNearestSum, wordsNearestSum, wordsNearestSum

Methods inherited from interface org.deeplearning4j.nn.weights.embeddings.EmbeddingInitializer

jsonSerializable, loadWeightsInto, vectorSize, vocabSize

Constructor Detail

Node2Vec

public Node2Vec()

Deprecated.

Method Detail

inferVector

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

Deprecated.