Metadata-Version: 2.1
Name: picknmix
Version: 0.1.3
Summary: A simple tool to help building stacking models.
Home-page: https://github.com/Cheukting/picknmix
Author: Cheuk Ting Ho
Author-email: cheukting.ho@gmail.com
License: MIT license
Keywords: picknmix
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
Requires-Python: >=3.5
Requires-Dist: Click (>=6.0)
Requires-Dist: scikit-learn (>=0.21.2)

==========
Pick n Mix
==========


.. image:: https://img.shields.io/pypi/v/picknmix.svg
        :target: https://pypi.python.org/pypi/picknmix

.. image:: https://img.shields.io/travis/Cheukting/picknmix.svg
        :target: https://travis-ci.org/Cheukting/picknmix

.. image:: https://readthedocs.org/projects/picknmix/badge/?version=latest
        :target: https://picknmix.readthedocs.io/en/latest/?badge=latest
        :alt: Documentation Status




A simple tool to help building stacking models.


* Free software: MIT license
* Documentation: https://picknmix.readthedocs.io.


Features
--------

Pick n Mix is a simple stacking tool for stacking Sci-Kit learn models of your picks.
It provided 2 classes: Layer and Stack. Layer is a parallel combination of models,
while Stack combine Layers to create a stacking model.

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 (2019-05-26)
------------------

* First release on PyPI.

0.1.1 (2019-06-04)
------------------

* Refactor import structure.
* Adding checks on using 'proba' and fallback to 'predict' if needed.

0.1.2 (2019-06-19)
------------------

* Added option to use different folds in training different layers in Stack.

0.1.3 (2019-07-01)
------------------

* Bug fix on split.


