Blog Archive 2013 The Inference Button: Bayesian GLMs made easy with PyMC3 Aug 12 2013 This world is far from Normal(ly distributed): Bayesian Robust Regression in PyMC3 Aug 27 2013 Hammer time: Nailing the emcee ensemble sampler onto PyMC Sep 23 2013 2014 Animating MCMC with PyMC3 and Matplotlib Jan 02 2014 Easily distributing a parallel IPython Notebook on a cluster Feb 24 2014 The Best Of Both Worlds: Hierarchical Linear Regression in PyMC3 Mar 17 2014 A modern guide to getting started with Data Science and Python Nov 18 2014 2015 MCMC sampling for dummies Nov 10 2015 2016 Bayesian Deep Learning Jun 01 2016 Bayesian Deep Learning Part II: Bridging PyMC3 and Lasagne to build a Hierarchical Neural Network Jul 05 2016 2017 Why hierarchical models are awesome, tricky, and Bayesian Feb 08 2017 Random-Walk Bayesian Deep Networks: Dealing with Non-Stationary Data Mar 14 2017 What's new in PyMC3 3.1 Jul 05 2017 2018 An intuitive, visual guide to copulas May 03 2018 Hierarchical Bayesian Neural Networks with Informative Priors Aug 13 2018 2019 Using Bayesian Decision Making to Optimize Supply Chains Jan 14 2019 My foreword to "Bayesian Analysis with Python, 2nd Edition" by Osvaldo Martin Jan 21 2019 Computational Psychiatry: Combining multiple levels of analysis to understand brain disorders - PhD thesis Mar 15 2019 2021 Introducing PyMC Labs: Saving the World with Bayesian Modeling Feb 23 2021

Bayesian Deep Learning Part II: Bridging PyMC3 and Lasagne to build a Hierarchical Neural Network Jul 05 2016

Computational Psychiatry: Combining multiple levels of analysis to understand brain disorders - PhD thesis Mar 15 2019