Package | Description |
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org.deeplearning4j.iterator |
Modifier and Type | Method and Description |
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.dataSetPreProcessor(org.nd4j.linalg.dataset.api.DataSetPreProcessor dataSetPreProcessor)
Optional DataSetPreProcessor
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.maxSentenceLength(int maxSentenceLength)
Maximum sentence/document length.
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.minibatchSize(int minibatchSize)
Minibatch size to use for the DataSetIterator
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.sentenceProvider(LabelAwareDocumentIterator iterator,
List<String> labels)
Specify how the (labelled) sentences / documents should be provided
|
CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.sentenceProvider(LabelAwareIterator iterator,
List<String> labels)
Specify how the (labelled) sentences / documents should be provided
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.sentenceProvider(LabelAwareSentenceIterator iterator,
List<String> labels)
Specify how the (labelled) sentences / documents should be provided
|
CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.sentenceProvider(LabeledSentenceProvider labeledSentenceProvider)
Specify how the (labelled) sentences / documents should be provided
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.sentencesAlongHeight(boolean sentencesAlongHeight)
If true (default): output features data with shape [minibatchSize, 1, maxSentenceLength, wordVectorSize]
If false: output features with shape [minibatchSize, 1, wordVectorSize, maxSentenceLength] |
CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.tokenizerFactory(TokenizerFactory tokenizerFactory)
The
TokenizerFactory that should be used. |
CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.unknownWordHandling(CnnSentenceDataSetIterator.UnknownWordHandling unknownWordHandling)
Specify how unknown words (those that don't have a word vector in the provided WordVectors instance) should be
handled.
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.useNormalizedWordVectors(boolean useNormalizedWordVectors)
Whether normalized word vectors should be used.
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CnnSentenceDataSetIterator.Builder |
CnnSentenceDataSetIterator.Builder.wordVectors(WordVectors wordVectors)
Provide the WordVectors instance that should be used for training
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