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Analyse de texte
Appliquez le Deep Learning à des applications d’analyse de texte en utilisant Deep Learning Toolbox™ avec Text Analytics Toolbox™.
Fonctions
Rubriques
- Classify Text Data Using Deep Learning
This example shows how to classify text data using a deep learning long short-term memory (LSTM) network.
- Classify Text Data Using Convolutional Neural Network
This example shows how to classify text data using a convolutional neural network.
- Classify Text Data Using Custom Training Loop
This example shows how to classify text data using a deep learning bidirectional long short-term memory (BiLSTM) network with a custom training loop.
- Multilabel Text Classification Using Deep Learning
This example shows how to classify text data that has multiple independent labels.
- Classify Out-of-Memory Text Data Using Deep Learning
This example shows how to classify out-of-memory text data with a deep learning network using a transformed datastore.
- Sequence-to-Sequence Translation Using Attention
This example shows how to convert decimal strings to Roman numerals using a recurrent sequence-to-sequence encoder-decoder model with attention.
- Language Translation Using Deep Learning
This example shows how to train a German to English language translator using a recurrent sequence-to-sequence encoder-decoder model with attention.
- Generate Text Using Deep Learning
This example shows how to train a deep learning long short-term memory (LSTM) network to generate text.
- Pride and Prejudice and MATLAB
This example shows how to train a deep learning LSTM network to generate text using character embeddings.
- Word-by-Word Text Generation Using Deep Learning
This example shows how to train a deep learning LSTM network to generate text word-by-word.
- Generate Text Using Autoencoders
This example shows how to generate text data using autoencoders.
- Define Text Encoder Model Function
This example shows how to define a text encoder model function.
- Define Text Decoder Model Function
This example shows how to define a text decoder model function.