numpy>=1.18.1
pandas>=1.0.1
scikit-learn>=0.21.0
seaborn
lightgbm>=2.3.1
catboost>=0.22
xgboost>=1.0.2
scipy>=1.4.1
tqdm>=4.43.0
optuna>=1.3.0
category-encoders>=2.2.2
patsy>=0.5.1
statsmodels>=0.11.1
