Matrix Calculus for Deep Learning
Jeremy here. Here to answer any questions or comments that you have.But more importantly - I need to mention that Terence Parr did nearly all the work on this. He shared my passion for making something that anyone could read on any device to such an extent that he ended up creating a new tool for generating fast, mobile-friendly math-heavy texts: https://github.com/parrt/bookish . (We tried Katex, Mathjax, and pretty much everything else but nothing rendered everything properly).I've never found anything that introduces the necessary matrix calculus for deep learning clearly, correctly, and accessibly - so I'm happy that this now exists.