pymltk¶
pymltk is a Python package helping data scientists with their daily work of (pre)processing data and building predictive or other machine learning models. It offers various Python functions which implement common operations done by data scientists during their daily work.
All functions of this package ...
- ... do one thing and (try to) do it well.
- ... operate on pandas as well as dask dataframes.
- ... are fully tested and documented.
- ... offer a clean and consistent UI.
This package was inspired by mlr, a R package which offers similar functionality with respect to data (pre)processing (but in addition offers a lot more).