The Tensor Cookbook
tensorcookbook.com
tensorcookbook.com
Oftentimes math notation, in particular in machine learning papers, need to work with tensors, but lack sufficient notation, and easy things, like taking derivatives, becomes hard.
I'm basically rewriting "the matrix cookbook" using tensors, and I think it makes everything much more intuitive. It's still just a draft, but I would love your feedback!