Documentation AdagradRMSProp missing

I’m writing my thesis using Pyro and have so far used the AdagradRMSProp optimizer. Now in the writing process I was trying to find some literature or explanation on how the ‘mash-up’ of Adagrad and RMSProp looks, but I can’t find any. Would be great to have something.

Here’s the Pyro doc in which AdagradRMSProp is mentioned.
http://docs.pyro.ai/en/0.2.1-release/optimization.html

the wrappers have generic docstrings so the underlying docs for the implementation wasnt exposed. i’ll add a fix to expose it, but in the meantime see the docstring in the actual implementation