pandas>=2.0.0
numpy>=1.24.0
scikit-learn<2.0.0,>=1.4.0
polars>=1.36.0
pyarrow>=21.0.0
pydantic>=2.0.0
scipy>=1.10.0
statsmodels>=0.14.0

[all]
matplotlib>=3.7.0
rich>=13.0.0
vaderSentiment>=3.3.2
causal-learn>=0.1.3.0
optuna>=3.0.0
optuna-integration>=3.0.0
imbalanced-learn>=0.13.0
xgboost>=2.1.4
lightgbm>=4.0.0

[dev]
pytest
twine
build
lizard>=1.17.0
hypothesis>=6.100
syrupy>=4.0.0

[eda]
vaderSentiment>=3.3.2
causal-learn>=0.1.3.0

[geo]
geopandas<1.2.0,>=0.14.0
shapely<2.2.0,>=2.0.2
pyproj<3.8.0,>=3.6.0
rtree<2.0.0,>=1.3.0
libpysal<5.0.0,>=4.10.0
esda<3.0.0,>=2.5.0

[modeling-lightgbm]
lightgbm>=4.0.0

[modeling-xgboost]
xgboost>=2.1.4

[preprocessing-imbalanced]
imbalanced-learn>=0.13.0

[text]
vaderSentiment>=3.3.2

[tuning]
optuna>=3.0.0
optuna-integration>=3.0.0

[viz]
matplotlib>=3.7.0
rich>=13.0.0
