Frigola et al's VI for GPSSMs

[thangbui]

Also make sure that the results for a mean-field version of this is the same with (approx.) Power-EP solutions when alpha -> 0.

[thangbui]

The idea is to use parameterised q(x) (Markov or mean field) instead of using SMC.