MCMC Algorithms

Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.

What's in it

Rejection Sampling
Gibbs Sampling
Metropolis(-Hastings)
Slice Sampling
Stochastic Gradient Langevin Dynamics (SGLD)
Annealed Importance Sampling (AIS)