Metadata-Version: 1.2
Name: sktools
Version: 0.1.0
Summary: Tools to extend sklearn
Home-page: https://github.com/david26694/sktools
Author: David Masip Bonet
Author-email: david26694@gmail.com
License: MIT license
Description: =======
        sktools
        =======
        
        
        .. image:: https://img.shields.io/pypi/v/sktools.svg
                :target: https://pypi.python.org/pypi/sktools
        
        .. image:: https://img.shields.io/travis/david26694/sktools.svg
                :target: https://travis-ci.com/david26694/sktools
        
        .. image:: https://readthedocs.org/projects/sktools/badge/?version=latest
                :target: https://sktools.readthedocs.io/en/latest/?badge=latest
                :alt: Documentation Status
        
        
        
        
        Tools to extend sklearn
        
        
        * Free software: MIT license
        * Documentation: https://sktools.readthedocs.io.
        
        
        Features
        --------
        
        Features include several helpers for sklearn like:
        
        * Selection of columns
        * Sparse to dense matrix conversion
        * Target encoding-like features
        * Quantile featurizers
        
        In addition, there are also methods that are not included in sklearn:
        
        * ``IsEmptyExtractor`` allows to create binary variables indicating if there are missing values.
        
        
        Credits
        -------
        
        This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.
        
        .. _Cookiecutter: https://github.com/audreyr/cookiecutter
        .. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage
        
        
        =======
        History
        =======
        
        0.1.0 (2020-04-19)
        ------------------
        
        * First release on PyPI.
        
Keywords: sktools
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Requires-Python: >=3.5
