Hands-On Machine Learning for Algorithmic Trading

How to design and train a CNN using Python

All libraries we introduced in the last chapter provide support for convolutional layers. We are going to illustrate the LeNet5 architecture using the most basic MNIST handwritten digit dataset, and then use AlexNet on CIFAR10, a simplified version of the original ImageNet, to demonstrate the use of data augmentation.