sci-kit learn is excellent, but their implementations are a bit to complicated to learn from.

this is for people who don't just want to tune parameters but build the whole thing from scratch

I can buy buy a pie all the fix-ins from a bakery, or I can buy the ingredients myself, and make it to exactly my liking. it may not be a professional.