Making Your Neural Network Say “I Don’t Know” — Bayesian NNs using Pyro and PyTorch

Building an image classifier has become the new “hello world”. Remember the day when you first came across Python and your print “hello world” felt magical? I got the same feeling a couple months back when I followed the PyTorch official tutorial and built myself a simple classifier that worked pretty well. I was astounded by the accuracy of my simple classifier. If I recall correctly, on the MNIS