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# ML - Container trading-ml (Machine Learning engine)
# ============================================================

# Serveur ASGI
uvicorn[standard]==0.24.0

# Machine Learning
scikit-learn==1.3.2
xgboost==2.0.3
lightgbm==4.1.0
hmmlearn==0.3.0

# Optimisation
optuna==3.5.0

# Time Series
statsmodels==0.14.1

# Technical Analysis (feature engineering, pandas-based)
ta==0.11.0

# Market Data (pour entraînement)
yfinance>=1.0.0