duckdb>=0.10.0
pandas>=2.0.0
numpy>=1.24.0
scikit-learn>=1.3.0
xgboost>=2.0.0
lightgbm>=4.0.0
shap>=0.44.0
rich>=13.0.0
typer>=0.9.0
pydantic>=2.0.0
python-dateutil>=2.8.0
fuzzywuzzy>=0.18.0
python-Levenshtein>=0.21.0
matplotlib>=3.7.0
plotly>=5.18.0

[all]
fintech-analytics[dbt,kaggle,streaming]

[dbt]
dbt-core>=1.7.0
dbt-duckdb>=1.7.0

[dev]
pytest>=7.4.0
pytest-cov>=4.1.0
black>=23.0.0
ruff>=0.1.0
mypy>=1.5.0

[kaggle]
kaggle>=1.5.16

[streaming]
kafka-python>=2.0.2
