Great idea! 

The main thing I would change is that the player should be able to see the exact probability values, so at least implement a grid or something. Right now it is just trial and error.

(Also mathematically correct would be to draw bar charts instead of graphs because the values between whole numbers are never taken.)

I love the idea, but my brain is too small for this.