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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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Building Your Personal Assistant

In this chapter, we will focus our full attention on the practical side of recurrent neural networks when building a conversational chatbot. Using your most recent knowledge on sequence models, you will create an end-to-end model that aims to yield meaningful results. You will make use of a high-level TensorFlow-based library, called TensorLayer. This library makes it easier to create simple prototypes of complicated systems such as that of a chatbot. The main topics that will be covered are the following:

  • What are we building?:This is a more detailed introduction to the exact problem and its solution
  • Preparing the data: As always, any deep learning model requires this step, so it is crucial to mention it here
  • Creating the chatbot network: You will learn how to use TensorLayer to build the graph for the sequence-to-sequence model used for...
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