mixture-models

Code supporting the analyses of the blog posts about EM and latent variable models on https://mkffl.github.io/.

The code is organised as follows

model.py includes functionality to run Gaussian and Poisson mixture models
plot_utils.py includes matplotlib functions to generate the charts in the blog posts
test_models.py includes tests for the Poisson mixture model