Genetic feature selection module for scikit-learn
Genetic feature selection module for scikit-learn
Genetic algorithms mimic the process of natural selection to search for optimal values of a function.
Installation
The easiest way to install sklearn-genetic is using pip
pip install sklearn-genetic
or conda
conda install -c conda-forge sklearn-genetic
Requirements
- Python >= 2.7
- scikit-learn >= 0.20.3
- DEAP >= 1.0.2
Example
from __future__ import print_function
import numpy as np
from sklearn import datasets, linear_model
from genetic_selection import GeneticSelectionCV
def main():
iris = datasets.load_iris()
# Some