A high-performance implementation of Wilkinson formulas
Formulaic is a high-performance implementation of Wilkinson formulas for Python. It provides: - high-performance dataframe to model-matrix conversions. - support for reusing the encoding choices made during conversion of one data-set on other datasets. - extensible formula parsing. - extensible data input/output plugins, with implementations for: - input: - pandas.DataFrame - pyarrow.Table - output: - pandas.DataFrame - numpy.ndarray - scipy.sparse.CSCMatrix - support for symbolic differentiation of formulas (and hence model matrices).
Release | Stable | Testing |
---|---|---|
Fedora Rawhide | 1.0.2-3.fc42 | - |
Fedora 41 | 1.0.2-2.fc41 | - |
Fedora 40 | 1.0.2-1.fc40 | - |
You can contact the maintainers of this package via email at
python-formulaic dash maintainers at fedoraproject dot org
.