Maximum a posteriori estimation map.R: estimate binomial with a beta prior map2.R: estimate N(mu, sigma) where mu has Normal prior and sigma has Gamma prior > chart map2.py: the same as above in python map_tfp.py: Using TF Probability with Adam optimizer