CS224n: Natural Language Processing with Deep Learning

Book: Mathematics for Machine Learning

We are in the process of writing a book on Mathematics for Machine Learning that motivates people to learn mathematical concepts. The book is not intended to cover advanced machine learning techniques because there are already plenty of books doing this. Instead, we aim to provide the necessary mathematical skills to read those other books.

Turn TensorFlow functions into mathematical notations and diagrams

This is based on some helper classes I started writing, to help my self make less mistakes and understand the code better. It is still work in progress. I want to share the idea to see if it interests others.

Automatically “block” people in images using a pretrained neural network