Add Example of Prior Selection #14
Description
It would be nice to illustrate the control over priors that users have - alpha, beta, and auxiliary parameters can all be set to different distributions with chosen parameters. Additionally, it is possible to have a hyperprior optimization example, maybe using GridSearchCV, to illustrate the available control and how to exploit it via scikit-learn interoperability.