The most cited deep learning papers

Latex code for making neural networks diagrams

Classical equations and diagrams in machine learning

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)