centered rmsprop

[alirezag]

I slightly modified the rmsprop code to accommodate the centered version which converges faster. Is it okay to merge it?

[soumith]

if it is guarded behind a kwarg, we might consider

[alirezag]

Yes, it uses the config argument of the standard rmsprop to set an additional center flag and leaves the normal behavior intact if not set.