Uses of Class
org.deeplearning4j.models.glove.Glove.Builder

Packages that use Glove.Builder

Package	Description
org.deeplearning4j.models.glove

Uses of Glove.Builder in org.deeplearning4j.models.glove

Methods in org.deeplearning4j.models.glove that return Glove.Builder

Modifier and Type	Method and Description
Glove.Builder	Glove.Builder.alpha(double alpha) Parameter in exponent of weighting function; default 0.75
Glove.Builder	Glove.Builder.batchSize(int batchSize) Specifies minibatch size for training process.
Glove.Builder	Glove.Builder.epochs(int numEpochs) Sets the number of iteration over training corpus during training
Glove.Builder	Glove.Builder.iterate(DocumentIterator iterator)
Glove.Builder	Glove.Builder.iterate(SentenceIterator iterator)
Glove.Builder	Glove.Builder.iterate(SequenceIterator<VocabWord> iterator)
Glove.Builder	Glove.Builder.iterations(int iterations) Ierations and epochs are the same in GloVe implementation.
Glove.Builder	Glove.Builder.layerSize(int layerSize)
Glove.Builder	Glove.Builder.learningRate(double learningRate)
Glove.Builder	Glove.Builder.lookupTable(WeightLookupTable<VocabWord> lookupTable)
Glove.Builder	Glove.Builder.maxMemory(int gbytes) This method allows you to specify maximum memory available for CoOccurrence map builder.
Glove.Builder	Glove.Builder.minLearningRate(double minLearningRate)
Glove.Builder	Glove.Builder.minWordFrequency(int minWordFrequency) Sets minimum word frequency during vocabulary mastering.
Glove.Builder	Glove.Builder.modelUtils(ModelUtils<VocabWord> modelUtils) Sets ModelUtils that gonna be used as provider for utility methods: similarity(), wordsNearest(), accuracy(), etc
Glove.Builder	Glove.Builder.negativeSample(double negative) Deprecated.
Glove.Builder	Glove.Builder.resetModel(boolean reallyReset)
Glove.Builder	Glove.Builder.sampling(double sampling) Deprecated.
Glove.Builder	Glove.Builder.seed(long randomSeed)
Glove.Builder	Glove.Builder.setVectorsListeners(Collection<VectorsListener<VocabWord>> vectorsListeners) This method sets VectorsListeners for this SequenceVectors model
Glove.Builder	Glove.Builder.shuffle(boolean reallyShuffle) Parameter specifying, if cooccurrences list should be shuffled between training epochs
Glove.Builder	Glove.Builder.stopWords(Collection<VocabWord> stopList)
Glove.Builder	Glove.Builder.stopWords(List<String> stopList)
Glove.Builder	Glove.Builder.symmetric(boolean reallySymmetric) Parameters specifying, if cooccurrences list should be build into both directions from any current word.
Glove.Builder	Glove.Builder.tokenizerFactory(TokenizerFactory tokenizerFactory) Sets TokenizerFactory to be used for training
Glove.Builder	Glove.Builder.trainElementsRepresentation(boolean trainElements)
Glove.Builder	Glove.Builder.trainSequencesRepresentation(boolean trainSequences) Deprecated.
Glove.Builder	Glove.Builder.unknownElement(VocabWord element) This method allows you to specify SequenceElement that will be used as UNK element, if UNK is used
Glove.Builder	Glove.Builder.useAdaGrad(boolean reallyUse)
Glove.Builder	Glove.Builder.useExistingWordVectors(WordVectors vec) This method has no effect for GloVe
Glove.Builder	Glove.Builder.useUnknown(boolean reallyUse) This method allows you to specify, if UNK word should be used internally
Glove.Builder	Glove.Builder.useVariableWindow(int... windows) This method has no effect for ParagraphVectors
Glove.Builder	Glove.Builder.vocabCache(VocabCache<VocabWord> vocabCache)
Glove.Builder	Glove.Builder.windowSize(int windowSize)
Glove.Builder	Glove.Builder.workers(int numWorkers)
Glove.Builder	Glove.Builder.xMax(double xMax) Parameter specifying cutoff in weighting function; default 100.0