Here’s the deal: I used PyMC, matplotlib, and Jake Vanderplas’ JSAnimation to create javascript animations of three MCMC sampling algorithms – Metropolis-Hastings, slice sampling and NUTS. I like visualizations because they provide a good intuition for how the samplers work and what problems they can run into. You can download the full notebook here or view it in your browser. Note that for this p