Metadata-Version: 2.0
Name: predictive-imputer
Version: 0.1.0
Summary: Predictive imputation of missing values with sklearn interface. This is a simple implementation of the idea presented in the MissForest R package.
Home-page: https://github.com/log0ymxm/predictive_imputer
Author: Paul English
Author-email: paulnglsh@gmail.com
License: MIT license
Keywords: predictive_imputer
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 :: 2
Classifier: Programming Language :: Python :: 2.6
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Requires-Dist: scikit-learn

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Predictive Imputer
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.. image:: https://img.shields.io/pypi/v/predictive_imputer.svg
        :target: https://pypi.python.org/pypi/predictive_imputer

.. image:: https://img.shields.io/travis/log0ymxm/predictive_imputer.svg
        :target: https://travis-ci.org/log0ymxm/predictive_imputer

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

.. image:: https://pyup.io/repos/github/log0ymxm/predictive_imputer/shield.svg
     :target: https://pyup.io/repos/github/log0ymxm/predictive_imputer/
     :alt: Updates


Predictive imputation of missing values with sklearn interface. This is a simple implementation of the idea presented in the MissForest R package.


* Free software: MIT license
* Documentation: https://predictive-imputer.readthedocs.io.


Features
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* Basic imputation using RandomForestRegressor

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 (2016-11-28)
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* First release on PyPI.


