Coding A Neural Network From Scratch in NumPy

Deepen your understanding of AI by implementing an ANN from scratch

Introduction

In this article, I will walk through the development of an artificial neural network from scratch using NumPy. The architecture of this model is the most basic of all ANNs — a simple feed-forward network. I will also show the Keras equivalent of this model, as I tried to make my implementation ‘Keras-esque’. Although the feed-forward architecture is basic compared to other …

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