├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── data ├── baby_weight.csv ├── heart_classification.csv └── house_price_regression.csv ├── examples ├── featurewiz-polars-test.ipynb ├── fs_lazytransform_combined.py ├── fs_mrmr_comparison.py └── fw_polars_vs_featurewiz_test.ipynb ├── featurewiz_polars ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-312.pyc │ ├── __version__.cpython-312.pyc │ ├── featurewiz_polars.cpython-312.pyc │ ├── polars_categorical_encoder.cpython-312.pyc │ ├── polars_datetime_transformer.cpython-312.pyc │ ├── polars_other_transformers.cpython-312.pyc │ └── polars_sulov_mrmr.cpython-312.pyc ├── __version__.py ├── featurewiz_polars.py ├── polars_categorical_encoder.py ├── polars_datetime_transformer.py ├── polars_other_transformers.py ├── polars_sulov_mrmr.py └── print_metrics.py ├── images ├── featurewiz_polars_taking_off.jpg └── old_vs_new_featurewiz.png ├── requirements.txt ├── setup.py └── tests ├── fs_test.py └── 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