uninorm.py: Correct infer_pposterior

infer_pposterior() now depends on the prior parameters and returns the
correct parameters of the true normal-gamma distribution.
doc/uninorm.ipynb: Update documentation

Correct/extend documentation and add simulations.
Merge branch 'master' of https://github.com/cangermueller/varinf