Python implementation of breakDown package (https://github.com/pbiecek/breakDown). Docs: https://pybreakdown.readthedocs.io. Requirements Nothing fancy, just python 3.5.2+ and pip. Installation Install directly from github git clone https://github.com/bondyra/pyBreakDown cd ./pyBreakDown python3 setup.py install # (or use pip install . instead) Basic usage Load dataset from sklearn import datasets x = datasets.load_boston() feature_names = x.feature_names Prepare model model = tree.DecisionTreeRegressor() Train model