Thompson sampling example

WOW!!! This really is incredible. I really appreciate the detailed explanations as it helps me learn a lot more. It would be really nice if you submit your work to the PYMC examples. I am sure others will find this very helpful.

Would you mind explaining what the pm.Beta.dist().owner.outputs is doing?

Thank you for taking the time to respond to my post.