Autograd: The Best Machine Learning Library You’re Not Using? by Kevin Vu via @Exxactcorp

 If there is a Python library that is emblematic of the simplicity, flexibility, and utility of differentiable programming it has to be Autograd.

This is great and contains code fragments in order to help you explore this with a view to using it.