requirements.txt

��# Core dependencies
numpy==1.24.3
pandas==2.0.3
scikit-learn==1.2.2
xgboost==1.7.5
shap==0.42.1
lime==0.2.0.1
numba==0.57.1

# API
fastapi==0.104.1
uvicorn==0.24.0
pydantic==1.10.8
python-multipart==0.0.6

# Frontend
streamlit==1.28.0
plotly==5.18.0
matplotlib==3.7.1

# Database
sqlalchemy==2.0.15

# PDF generation
reportlab==4.0.4

# Other utilities
joblib==1.3.2
requests==2.31.0
python-dotenv==1.0.0
elicit==1.7.2
eli5==0.13.0  # Alternative to SHAP for model interpretation