Added limit to VB occupancy, these Gaussians could be removed.
First sort-of working version of variational Bayes, include prior in VGMM, reduce # gaussians
Use ν not nu, include prior in VGMM, remove kind
Include some support for variational Bayes GMM training
Add some tests for variational Bayes