It works ! but where are the distribution optimization algorithms shown in the docs ?

Hey, I've got everything working ! At least - what is in the current repository.

The documents talk about gradient optimization implementations here:

http://ps-lite.readthedocs.io/en/latest/overview.html

Are those intended to be an exercise "left to the reader?"