Neural Networks from Scratch

Playable at aegeorge42.github.io

The goal of this project was to create an interactive guide to neural networks for beginners. It's covered under a Creative Commons Zero license, so feel free to share or use wherever! (if this made its way into a classroom, I'd be so thrilled)

I had to learn about neural networks in tandem with making this project. Here's the resources that were most helpful for me:

• 3Blue1Brown's video series
• Neural Networks and Deep Learning (Michael Nielson)
• Google Tensorflow Playground
• Matt Mazur's backpropogation example
• The Evolution of Trust (Nicky Case)
• Pretty much every article at towardsdatascience.com with the keyword "neural network"