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A set of useful tools for competitive data science.

===== heamy

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A set of useful tools for competitive data science.

Installation

To install Heamy, simply:

.. code:: bash

$ pip install -U heamy

Features

  • Automatic caching (data preprocessing, predictions from models)
  • Ensemble learning (stacking, blending, weighted average, etc.).

Links

  • API reference: http://heamy.readthedocs.io/en/latest/
  • Examples: https://github.com/rushter/heamy/tree/master/examples
  • Ensemble learning guide http://mlwave.com/kaggle-ensembling-guide/