# ML Python - Dépendances
# Installation: pip install -r requirements.txt

# Machine Learning
lightgbm>=4.0.0
scikit-learn>=1.3.0
xgboost>=2.0.0  # Alternative à LightGBM

# Data processing
pandas>=2.0.0
numpy>=1.24.0

# Database
mysql-connector-python>=8.0.0
pymysql>=1.1.0
sqlalchemy>=2.0.0

# API
flask>=3.0.0
flask-cors>=4.0.0

# Explainability
shap>=0.43.0

# Utilities
joblib>=1.3.0
python-dateutil>=2.8.0
tqdm>=4.66.0

# Optional: visualization
matplotlib>=3.7.0
seaborn>=0.12.0