cortado can be installed from pip:
pip install cortado
- native support for both numeric and categorical data (covariates and factors)
- innovative feature engineering: virtual data columns and easy conversions between numeric and categorical data
- out of core data processing when dataframes are bigger than RAM
- implementation of XGBoost logistic in 500 lines of Python code, 3x faster than original C++ implementation (using Numba jit under the hood)
- easy to extend, written in functional style for easy composition
- works well with pandas dataframes
- more to come soon!
All contributions and bug reports are welcome.
I'm available for hire!