josephmisiti/awesome-machine-learning
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Add Map/Reduce examples

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Yann-Aël Le Borgne 2018-05-28 12:11:44 +02:00
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@ -1021,6 +1021,7 @@ be
<a name="python-misc"></a> <a name="python-misc"></a>
#### Misc Scripts / iPython Notebooks / Codebases #### Misc Scripts / iPython Notebooks / Codebases
* [Map/Reduce implementations of common ML algorithms](https://github.com/Yannael/BigDataAnalytics_INFOH515): Jupyter notebooks that cover how to implement from scratch different ML algorithms (ordinary least squares, gradient descent, k-means, alternating least squares), using Python NumPy, and how to then make these implementations scalable using Map/Reduce and Spark.
* [BioPy](https://github.com/jaredthecoder/BioPy) - Biologically-Inspired and Machine Learning Algorithms in Python. * [BioPy](https://github.com/jaredthecoder/BioPy) - Biologically-Inspired and Machine Learning Algorithms in Python.
* [pattern_classification](https://github.com/rasbt/pattern_classification) * [pattern_classification](https://github.com/rasbt/pattern_classification)
* [thinking stats 2](https://github.com/Wavelets/ThinkStats2) * [thinking stats 2](https://github.com/Wavelets/ThinkStats2)