In this chapter, we will present a number of recipes for:

• Learning to forge MNIST images with Simple GAN
• Learning to forge MNIST images with DCGAN
• Learning to forge Celebrity Faces and other datasets with DCGAN
• Implementing Variational Autoencoders
• Learning to beat the previous MNIST state-of-the-art  results with Capsule Networks