I thought about saying this as well, but this isn't really a challenging programming assignment. It's a challenging math assignment, but once you know the math the programming is very easy (assuming using a numerical library that supports vectorization)

That's fair, and you're right about that. I'd still highly recommend anyone interested in ML to implement their favorite algorithms from scratch.