Metadata-Version: 2.1
Name: sklearn-genetic
Version: 0.5.1
Summary: Genetic feature selection module for scikit-learn
Home-page: https://github.com/manuel-calzolari/sklearn-genetic
Author: Manuel Calzolari
License: UNKNOWN
Download-URL: https://github.com/manuel-calzolari/sklearn-genetic/releases
Description: .. -*- mode: rst -*-
        
        |PyPi|_ |Anaconda|_ |ReadTheDocs|_
        
        .. |PyPi| image:: https://img.shields.io/pypi/v/sklearn-genetic?style=flat-square
        .. _PyPi: https://pypi.org/project/sklearn-genetic
        
        .. |Anaconda| image:: https://anaconda.org/conda-forge/sklearn-genetic/badges/version.svg
        .. _Anaconda: https://anaconda.org/conda-forge/sklearn-genetic
        
        .. |ReadTheDocs| image:: https://readthedocs.org/projects/sklearn-genetic/badge/?version=latest&style=flat-square
        .. _ReadTheDocs: https://sklearn-genetic.readthedocs.io/en/latest/?badge=latest
        
        ***************
        sklearn-genetic
        ***************
        
        **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.
        
        Installation
        ============
        
        Dependencies
        ------------
        
        sklearn-genetic requires:
        
        - Python (>= 3.6)
        - scikit-learn (>= 0.23)
        - deap (>= 1.0.2)
        - numpy
        - multiprocess
        
        User installation
        -----------------
        
        The easiest way to install sklearn-genetic is using :code:`pip`
        
        .. code:: bash
        
            pip install sklearn-genetic
        
        or :code:`conda`
        
        .. code:: bash
        
            conda install -c conda-forge sklearn-genetic
        
        Documentation
        =============
        
        Installation documentation, API reference and examples can be found on the `documentation <https://sklearn-genetic.readthedocs.io>`_.
        
        See also
        ========
        
        - `shapicant <https://github.com/manuel-calzolari/shapicant>`_, a feature selection package based on SHAP and target permutation, for pandas and Spark
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development
Classifier: Topic :: Scientific/Engineering
Classifier: License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.6
Description-Content-Type: text/x-rst
