Metadata-Version: 2.1
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
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
Requires-Dist: scikit-learn
Requires-Dist: pandas
Requires-Dist: scipy
Requires-Dist: numpy
Requires-Dist: category-encoders

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sktools
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.. 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


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History
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0.1.0 (2020-04-19)
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* First release on PyPI.


