While My MCMC Gently Samples

Bayesian modeling, Computational Psychiatry, and Python

Bayesian Deep Learning

Neural Networks in PyMC3 estimated with Variational Inference

(c) 2016 by Thomas Wiecki

There are currently three big trends in machine learning: Probabilistic Programming, Deep Learning and "Big Data". Inside of PP, a lot of innovation is in making things scale using Variational Inference. In …