Probabilistic Programming, Pyro, Data Science, Hands On Tutorials.
leverage PyTorch and Pyro to produce GLM models which create uncertainty estimates both for the parameters, as well as for predictions, and do so with a set of very explicit assumptions. Employing Scikit-learn’s Linear Regression We’ll start by exploring a simple linear regression from sklearn, and