catboost>=1.1.1
lightgbm>=3.3.5
matplotlib>=3.6.2
numpy>=1.22
optuna>=3.1.0
pandas<1.6.0,>=1.5.2
scikit-learn>=1.2.2
scipy>=1.10.0
seaborn>=0.12.2
xgboost>=1.7.4
