Probabilistic Programming, Pyro, Data Science, Hands On Tutorials.
data). And there we go. We now have the power to build custom GLMs using Pyro using either MCMC sampling methods or SVI optimization methods. One important feature of Pyro is that it forces the writer to be very explicit about their assumptions and their understanding of the data generating