catboost==1.1.1
lightgbm==3.3.5
matplotlib==3.6.2
numpy==1.24.1
optuna==3.1.0
pandas==1.5.2
scikit-learn==1.2.2
scipy==1.10.0
seaborn==0.12.2
xgboost==1.7.4
