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使用深度学习进行文本分析

使用文本分析应用扩展深度学习工作流

通过将 Deep Learning Toolbox™ 与 Text Analytics Toolbox™ 结合使用,将深度学习应用于文本分析应用。

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wordEmbeddingLayerWord embedding layer for deep learning networks
fastTextWordEmbeddingPretrained fastText word embedding
readWordEmbeddingRead word embedding from file
trainWordEmbeddingTrain word embedding
doc2sequenceConvert documents to sequences for deep learning
word2vecMap word to embedding vector
word2indMap word to encoding index
vec2wordMap embedding vector to word
ind2wordMap encoding index to word
isVocabularyWordTest if word is member of word embedding or encoding
writeWordEmbeddingWrite word embedding file
wordEmbeddingWord embedding model to map words to vectors and back
wordEncodingWord encoding model to map words to indices and back

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