A fast implementation of the Set Covering Machine algorithm using a dynamic programming algorithm to select the rules of greatest utility.
Marchand, M., & Taylor, J. S. (2003). The set covering machine. Journal of Machine Learning Research, 3, 723–746.
pip install pyscm-ml
or locally with
python -m pip install -e .
python -m pip install pytest
python -m pytest
- Alexandre Drouin (package maintainer)
- Baptiste Bauvin
- Francis Brochu
- Gaël Letarte St-Pierre
- Mazid Osseni
- Pier-Luc Plante
- Thibaud Godon