josephmisiti/awesome-machine-learning
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Joseph Misiti 2014-07-16 00:11:31 -04:00
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@ -17,6 +17,7 @@ If you want to contribute to this list (please do), send me a pull request or co
#### General-Purpose Machine Learning
* [Bayesian Methods for Hackers](https://github.com/CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers)
* [MLlib in Apache Spark](http://spark.apache.org/docs/latest/mllib-guide.html) - Distributed machine learning library in Spark
* [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy.
* [BigML](https://bigml.com) - A library that contacts external servers.
@ -29,6 +30,8 @@ If you want to contribute to this list (please do), send me a pull request or co
* [Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine.
* [python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System.
* [BayesPy](https://github.com/maxsklar/BayesPy)
* [thinking bayes](https://github.com/AllenDowney/ThinkBayes)
#### Data Analysis / Data Visualization
@ -54,7 +57,7 @@ If you want to contribute to this list (please do), send me a pull request or co
* [pygal](http://pygal.org/) - A Python SVG Charts Creator.
* [pycascading](https://github.com/twitter/pycascading)
#### Misc Scripts / iPython Notebooks
#### Misc Scripts / iPython Notebooks / Codebases
* [pattern_classification](https://github.com/rasbt/pattern_classification)
* [thinking stats 2](https://github.com/Wavelets/ThinkStats2)
@ -63,6 +66,10 @@ If you want to contribute to this list (please do), send me a pull request or co
* [2012-paper-diginorm](https://github.com/ged-lab/2012-paper-diginorm)
* [ipython-notebooks](https://github.com/ogrisel/notebooks)
* [decision-weights](https://github.com/CamDavidsonPilon/decision-weights)
* [Sarah Palin LDA](https://github.com/Wavelets/sarah-palin-lda) - Topic Modeling the Sarah Palin emails.
* [Diffusion Segmentation](https://github.com/Wavelets/diffusion-segmentation) - A collection of image segmentation algorithms based on diffusion methods
* [Scipy Tutorials](https://github.com/Wavelets/scipy-tutorials) - SciPy tutorials. This is outdated, check out scipy-lecture-notes
* [Crab](https://github.com/marcelcaraciolo/crab) - A recommendation engine library for Python
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