Ask HN: Books that explains algorithms with code instead of math?

Yes as the title says. I am looking for books about algorithms that explain the algorithms with code instead of math. The reason being, I understand code better than sometimes foreign to me math symbols and formulas.

So what type of algorithms am I looking for? Graphics and machine learning mostly, but also the usual suspects, sorting, data structures, etc.

Big plus if the book is explaining things on a very understandable level, so that any average developer can grasp the concepts without too much hassle.

So, what are the best books that fall in this category?