Generating random variables from an arbitrary distribution is a surprisingly difficult task, and Hamiltonian Monte Carlo (HMC) solves this challenge in an elegant way. Let’s consider a multivariate target distribution , with parameters . Most Markov Chain Monte Carlo (MCMC) …
