Polish Credit Partial Dependence Plots with bootstrapped confidence intervals

See Molnar 2021 http://arxiv.org/abs/2109.01433 for details.
Dataset https://archive.ics.uci.edu/ml/datasets/Polish+companies+bankruptcy+data

Install all required packages in your python environment

pip install scipy catboost shap seaborn jupyter statsmodels

or create a separate conda env

conda create -n pdenv python==3.9 scipy catboost shap seaborn jupyter statsmodels
conda activate pdenv

download dataset

python download.py

See jupyter notebook for examples