Class Node2Vec<V extends SequenceElement,E extends Number>
- java.lang.Object
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- org.deeplearning4j.models.embeddings.wordvectors.WordVectorsImpl<T>
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- org.deeplearning4j.models.sequencevectors.SequenceVectors<V>
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- org.deeplearning4j.models.node2vec.Node2Vec<V,E>
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- All Implemented Interfaces:
Serializable
,WordVectors
,org.deeplearning4j.nn.weights.embeddings.EmbeddingInitializer
@Deprecated public class Node2Vec<V extends SequenceElement,E extends Number> extends SequenceVectors<V>
Deprecated.- See Also:
- Serialized Form
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Nested Class Summary
Nested Classes Modifier and Type Class 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
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Field Summary
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Fields inherited from class org.deeplearning4j.models.sequencevectors.SequenceVectors
configuration, configured, elementsLearningAlgorithm, enableScavenger, eventListeners, existingModel, intersectModel, iterator, lockFactor, log, scoreElements, scoreSequences, sequenceLearningAlgorithm, unknownElement, vocabLimit
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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
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Constructor Summary
Constructors Constructor Description Node2Vec()
Deprecated.
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Method Summary
All Methods Instance Methods Concrete Methods Deprecated Methods Modifier and Type Method 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
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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
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
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Methods inherited from interface org.deeplearning4j.nn.weights.embeddings.EmbeddingInitializer
jsonSerializable, loadWeightsInto, vectorSize, vocabSize
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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
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Method Detail
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inferVector
public org.nd4j.linalg.api.ndarray.INDArray inferVector(@NonNull @NonNull Collection<Vertex<V>> vertices)
Deprecated.
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