Speedups for Wishart model

The Normal Inverse Wishart Distribution is defined here:

https://math.stackexchange.com/questions/2469310/computing-the-normalisation-of-posterior-normal-inverse-wishart

details here:

http://www.kamperh.com/notes/kamper_bayesgmm13.pdf