Non-Parametric Mixture Modelling and its Application to Disease Progression Modelling

This repo contains the code used for the submitted manuscript

Install the KDE EBM

Once inside this directly you can just install with pip using

pip install .

Dependencies

• NumPy
• SciPy
• Matplotlib
• scikit-learn

The code depends heavily on NumPy, uses SciPy to calculate some stats and do some optimisation, uses Matplotlib just to do the plotting, and used scikit-learn to do some Kernel Density Estimation