This repo contains exercises regarding interpretability of ML models.
To get started, create a new conda environment (conda create --name interpret python=3.6), activate it (conda activate interpret) and install dependencies conda install matplotlib scikit-learn seaborn numpy pandas scipy statsmodels ipython jupyter. For some functionality you might need to install graphviz.
The main contents of this repo are the exercises.