scikit-learn<2.0,>=1.5.1
pandas<3.0,>=2.2.2
joblib<2.0,>=1.4.2
xgboost<3.0,>=2.1.0
lightgbm<5.0,>=4.6.0
imbalanced-learn<1.0,>=0.12.3
statsmodels<0.15,>=0.14.2

[api]
fastapi>=0.111
uvicorn>=0.30

[tuning]
optuna>=3.6
hyperopt>=0.2.7
wandb>=0.17

[viz]
matplotlib>=3.8
seaborn>=0.13
lime>=0.2
