Probabilistic Programming, Pyro, Data Science, Hands On Tutorials.
choices when building our model. That is, we have to be clear about what are reasonable priors for the coefficient values, the error term, and the distribution of values around our predicted value. Once the priors are defined, we can ask Pyro to update them into better and better guesses through