- Integrates with pandas and polars without replacing them, fitting into existing workflows.
- Provides end-to-end tools covering data exploration, cleaning, and feature engineering.
- Supports complex multi-table preprocessing pipelines with hyperparameter tuning.
- Offers high customization through column selectors and parameters.