Coding a neural network from scratch allows you to freely experiment with the code. The downside is the extra time and effort required. Listing 1: Dropout Demo Program Structure # nn_dropout.py # ...

Training a neural network is the ... 1 and the associated graph in Figure 2. The demo begins by generating 1,000 synthetic data items. One line of synthetic data looks like: Each item has four ...