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Keras Reinforcement Learning Projects
book

Keras Reinforcement Learning Projects

by Giuseppe Ciaburro, Sudharsan Ravichandiran, Suriyadeepan Ramamoorthy
September 2018
Intermediate to advanced
288 pages
7h 38m
English
Packt Publishing
Content preview from Keras Reinforcement Learning Projects

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This is a database of handwritten digits consisting of 60,000 28 x 28 grayscale images of the 10 digits, along with a test set of 10,000 images. This dataset is already available in the Keras library. The following diagram shows a sample of images of 0-8 from the mnist dataset:

In the first part of the code, we import the libraries we will use later:

from keras.layers import Input, Densefrom keras.models import Model

This code imports the following functions:

  • Input: Used to instantiate a Keras tensor. A Keras tensor is a tensor object from the underlying backend (Theano, TensorFlow, or CNTK). We augment it with certain attributes ...
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Publisher Resources

ISBN: 9781789342093