Conjugate relationship marginalisation

[theorashid]

cc: @larryshamalama

Implement conjugate relationships in PyMC via rewrites. Saves us working them out by hand.

For starters:

• [ ] Normal-Normal
• [ ] Beta-Binomial
• [ ] Gamma-Poisson

nimble has a list of possibilities that we can add.