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Python utilities for Machine Learning competitions

|BuildStatusTravis| |CodeCov| |CodeQuality| |License|

Python ML Utilities - py_ml_utils

Tools

  • FeatureTransformer
  • MissingValueInferer
  • DatasetTransformer
  • GreedyOptimizer
  • FeatureSelector

Software Requirements

  • Python 2.7 or >= 3.4
  • Numpy >= 1.13.1
  • Scipy >= 0.19.1
  • Scikit-learn >= 0.19
  • Pandas

Installation

From GitHub <https://github.com/goldentom42/py_ml_utils>__:

::

git clone https://github.com/goldentom42/py_ml_utils.git python setup.py install

.. |BuildStatusTravis| image:: https://travis-ci.org/goldentom42/py_ml_utils.svg?branch=master :target: https://travis-ci.org/goldentom42/py_ml_utils .. |CodeCov| image:: https://codecov.io/gh/goldentom42/py_ml_utils/branch/master/graph/badge.svg :target: https://codecov.io/gh/goldentom42/py_ml_utils .. |CodeQuality| image:: https://landscape.io/github/goldentom42/py_ml_utils/master/landscape.svg?style=flat :target: https://landscape.io/github/goldentom42/py_ml_utils/master :alt: Code Health .. |License| image:: https://img.shields.io/badge/license-Apache%202.0-blue.svg :target: https://github.com/goldentom42/py_ml_utils/blob/master/LICENSE