sklearn-genetic is a genetic feature selection module for scikit-learn.
Genetic algorithms mimic the process of natural selection to search for optimal values of a function.
sklearn-genetic requires:
- Python (>= 3.6)
- scikit-learn (>= 0.23)
- deap (>= 1.0.2)
- numpy
- multiprocess
The easiest way to install sklearn-genetic is using pip
pip install sklearn-geneticor conda
conda install -c conda-forge sklearn-geneticInstallation documentation, API reference and examples can be found on the documentation.
- shapicant, a feature selection package based on SHAP and target permutation, for pandas and Spark