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...