February 2018
Intermediate to advanced
360 pages
12h 28m
English
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List of Listings
Chapter 2. Before we begin: the mathematical building blocks of neural networks
Listing 2.1. Loading the MNIST dataset in Keras
Listing 2.2. The network architecture
Listing 2.3. The compilation step
Chapter 3. Getting started with neural networks
Listing 3.1. Loading the IMDB dataset
Listing 3.2. Encoding the integer sequences into a binary matrix
Listing 3.3. The model definition
Listing 3.4. Compiling the model
Listing 3.5. Configuring the optimizer
Listing 3.6. Using custom losses and metrics
Listing 3.7. Setting aside a validation set
Listing 3.8. Training your model
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