Keras Deep Learning Cookbook

Data Preprocessing, Optimization, and Visualization

 In this chapter, we will cover the following recipes:

• Feature standardization of image data
• Sequence padding
• Model visualization
• Optimization
• Common code for samples
• Optimization with stochastic gradient descent
• Optimization with Adam
• Optimization with AdaDelta
• Optimization with RMSProp

Here is the source code link: https://github.com/ml-resources/deeplearning-keras/tree/ed1/ch03.