Probabilistic Programming, Pyro, Data Science, Hands On Tutorials.
shape parameter. Given our shape and rate parameters, we can define a gamma distribution and ask Pyro to optimize our coefficients and rate parameters in order to build a model most likely based on our data. Let’s optimize this new model and look at the results: >>> Sample: 100%|██████████|