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A set of useful tools for competitive data science.
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rushter/heamy
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A set of useful tools for competitive data science.
To install Heamy, simply:
$ pip install -U heamy
- Automatic caching (data preprocessing, predictions from models)
- Ensemble learning (stacking, blending, weighted average, etc.).
- API reference:http://heamy.readthedocs.io/en/latest/
- Examples:https://github.com/rushter/heamy/tree/master/examples
- Ensemble learning guidehttp://mlwave.com/kaggle-ensembling-guide/