Raytracing & The Rendering Equation
A look into how raytracing/pathtracing lets us evaluate the rendering equation to create photo-realistic computer generated images.
How to intuitively understand neural networks
A framework for thinking about neural networks, and supervised machine learning.
Introduction to the Basics of Neural Networks
In recent years, neural networks have shown great potential across a wide range of industries. In this series, we look at how neural networks work from a theoretical point of view.
How Does Backpropagation Work?
Deriving the mathematics behind backpropagation.