Implementation and explanation of the paper The Infinite Gaussian Mixture Model.

sampler.py Implements adaptive rejection sampling and gibbs sampling.

distributions.py Contains representation of a piecewise exponential distribution.

Infinite Gaussian Mixture Model.ipynb Implementation of the method along with my running commentary.