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Update README.md
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clarecorthell committed Apr 25, 2016
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Expand Up @@ -199,12 +199,12 @@ _More Libraries can be found in the ["awesome machine learning"](https://github.
* [NLTK](http://bit.ly/py-nltk) - Natural Language Toolkit
* [Gensim](http://bit.ly/py-gensim) - Python library for topic modeling, document indexing and similarity retrieval with large corpora. Target audience is the natural language processing (NLP) and information retrieval (IR) community.

* **Live Data Packages**
* **Data APIs**
* [twython](http://bit.ly/py-twython) - Python wrapper for the Twitter API

* **Visualization Packages**
* [matplotlib](http://bit.ly/matplotlib-docs) - well-integrated with analysis and data manipulation packages like numpy and pandas
* [Orange](http://bit.ly/software-orangeviz) - Open source data visualization and analysis for novice and experts. Data mining through visual programming or Python scripting. Components for machine learning. Add-ons for bioinformatics and text mining
* [Seaborn](http://bit.ly/seaborn-python) - a high-level statistical visualization package built on top of matplotlib

* **iPython Data Science Notebooks**
* [Data Science in IPython Notebooks](http://bit.ly/ipynb-ds) (Linear Regression, Logistic Regression, Random Forests, K-Means Clustering)
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