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Recurrent Neural Networks with Python Quick Start Guide

You're reading from   Recurrent Neural Networks with Python Quick Start Guide Sequential learning and language modeling with TensorFlow

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Product type Paperback
Published in Nov 2018
Publisher Packt
ISBN-13 9781789132335
Length 122 pages
Edition 1st Edition
Languages
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Author (1):
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Simeon Kostadinov Simeon Kostadinov
Author Profile Icon Simeon Kostadinov
Simeon Kostadinov
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Toc

Creating a Spanish-to-English Translator

This chapter will push your neural network knowledge even further by introducing state-of-the-art concepts at the core of today's most powerful language translation systems. You will build a simple version of a Spanish-to-English translator, which accepts a sentence in Spanish and outputs its English equivalent.

This chapter includes the following sections:

  • Understanding the translation model: This section is entirely focused on the theory behind this system.
  • What an LSTM network is: We'll be understanding what sits behind this advanced version of recurrent neural networks.
  • Understanding sequence-to-sequence network with attention: You will grasp the theory behind this powerful model, get to know what it actually does, and why it is so widely used for different problems.
  • Building the Spanish-to-English translator: This section...
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