This package contains an implementation of Hurdle Regression, based in part on Geoff Ruddocks implementation and Håvard Hegres 2022 adaption of his implementation.
pip install hurdle
To use the hurdle.menu_hurdle_estimator.MenuHurdleEstimator module you also
need to install the xgboost and lightgbm packages.
from hurdle import HurdleEstimator
from sklearn import linear_model
est = HurdleEstimator(linear_model.LogisticRegression(), linear_model.LinearModel())
est.fit(...)