Build a Simple Deep Learning Library

Preface

Instead of just learning how to use a deep learning library, we are going to learn how to create one.

We start with a blank file and NumPy, and we don’t stop until we have a functional autograd engine and a collection of layer modules. By the end, we will use it to train MNIST, simple CNN and simple ResNet.

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Questions or feedback? zekcrates@proton.me