Coding exercises

In this section, we will first go through the implementation of NTMs and later go through MAANs using the Omniglot dataset. So, let's begin!

Some parts of the code aren't included as part of this exercise. If you wish to get a runnable code, please take a look at this book's GitHub repository at https://github.com/PacktPublishing/Hands-On-One-shot-Learning-with-Python.

Implementation of NTM

As discussed, an NTM is composed of two important components:

• A neural network, also known as the controller
• A two-dimensional matrix called memory

In this tutorial, we will implement a simplistic version of both and try to showcase the copy tasks.

The task objective is as follows:

• The NTM model is shown...