Learn how to implement backpropagation using automatic differentiation from the ground up in Python—no libraries, just pure logic and math!

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

The only thing you need to have installed is Python. Practically speaking this is very useful to share files inside your local network. Implementing this tiny but hugely useful HTTP server is very ...