A toolbox for inference of mixture models

This project builds upon the great work of Matt Johnson and others: https://github.com/mattjj/pybasicbayes

It started as a mere restructuring of the code but has by now significantly diverged from the original implementation.

Easiest way is to create a conda environment using the provided yml file

conda env create -f ilr.yml

Then head to the cloned repository and execute

pip install -e .

A toy example of fitting a sine wave

python examples/ilr/toy/evaluate_sine.py

A toy example of fitting a step function

python examples/ilr/toy/evaluate_step.py