Natural Language Processing with TensorFlow
Teach language to machines using Python's deep learning library
Publisher:Packt Publishing Limited
By: Motaz Saad and Thushan Ganegedara
Paid access
|Jun 2018
Table of Contents
- Introduction
- How to Get TensorFlow to Work
- Producing Word Embeddings with Word2Vec
- Advanced Word2Vec
- Sentence Classification with CNNs
- Language Modelling with RNNs
- What is LSTM?
- Applying LSTM to Text Generation
- Applications of LSTM: Image Caption Generation
- Neural Machine Translation
- NLP developments and Trends
- Appendix I Linear Algebra and Statistics
PDF ISBN: 978-1-78847-775-8
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2018
Language: English
Pages: 472
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