I'm not a Python visualization expert. Far from it. So I compiled a notebook of all the plotting code I've ever written or used where I can copy and paste into new applications with minor modifications. You can view it as an html here
Most of it is machine learning visualizations since that's what I work with, and It's not exactly boilerplate (yet) but it's fairly reusable.
Pull requests welcome!