pandas>=2.3.0
numpy>=2.2.6
scikit-learn>=1.7.0
lightgbm>=4.6.0
pydantic>=2.11.3
pyyaml>=6.0

[api]
fastapi>=0.115.12
uvicorn[standard]>=0.34.3
sqlalchemy>=2.0.41
psycopg2-binary>=2.9.9
python-multipart>=0.0.20
pydantic-settings>=2.9.1
python-dotenv>=1.1.0

[dev]
pytest>=8.4.1
httpx>=0.28.1
pyarrow>=14.0.0

[explain]
shap>=0.46.0

[full]
shap>=0.46.0
ruptures>=1.1.9

[intent]
ruptures>=1.1.9
