The Set Covering Machine algorithm
Project description
pySCM
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.
Installation
pip install pyscm-ml
or locally with
python -m pip install -e .
Running tests
python -m pip install pytest
python -m pytest
Contributors
- Alexandre Drouin (package maintainer)
- Baptiste Bauvin
- Francis Brochu
- Gaël Letarte St-Pierre
- Mazid Osseni
- Pier-Luc Plante
- Thibaud Godon
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Source Distribution
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