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@ -127,7 +127,8 @@ so you need Python.
*Libraries for working with human languages.* *Libraries for working with human languages.*
* [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. * [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data.
* [TextBlob](http://textblob.readthedocs.org/) - Providing a consistent API for diving into common natural language processing (NLP) tasks. * [Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python programming language. It has tools for natural language processing, machine learning, among others.
* [TextBlob](http://textblob.readthedocs.org/) - Providing a consistent API for diving into common natural language processing (NLP) tasks. Stands on the giant shoulders of NLTK and Pattern, and plays nicely with both.
* [jieba](https://github.com/fxsjy/jieba#jieba-1) - Chinese Words Segementation Utilities. * [jieba](https://github.com/fxsjy/jieba#jieba-1) - Chinese Words Segementation Utilities.
* [snownlp](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. * [snownlp](https://github.com/isnowfy/snownlp) - A library for processing Chinese text.
* [loso](https://github.com/victorlin/loso) - Another Chinese segmentation library. * [loso](https://github.com/victorlin/loso) - Another Chinese segmentation library.
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*Libraries for generating project documentation.* *Libraries for generating project documentation.*
* [Sphinx](http://sphinx-doc.org/) - Python Documentation generator. * [Sphinx](http://sphinx-doc.org/) - Python Documentation generator.
## Imagery ## Imagery
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* [Wagtail](http://wagtail.io/) - A Django content management system. * [Wagtail](http://wagtail.io/) - A Django content management system.
* [django-oscar](http://oscarcommerce.com/) - An open-source ecommerce framework for Django. * [django-oscar](http://oscarcommerce.com/) - An open-source ecommerce framework for Django.
* [Quokka CMS](http://quokkaproject.org) - Flexible, extensible, small CMS powered by Flask and MongoDB. * [Quokka CMS](http://quokkaproject.org) - Flexible, extensible, small CMS powered by Flask and MongoDB.
* [Opps CMS](http://oppsproject.org/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
## RESTful API ## RESTful API
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* [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. * [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework.
* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. * [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy.
* [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. * [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser.
* [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. * [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser.
## Web Content Extracting ## Web Content Extracting
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*Libraries for Machine Learning* *Libraries for Machine Learning*
* [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. * [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy.
* [pattern](https://github.com/clips/pattern) - Web mining module for Python.
* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing.
* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). * [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano).
* [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. * [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python.
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* [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. * [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services.
* [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. * [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront.
* [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. * [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API.
* [soundcloud-python](https://github.com/soundcloud/soundcloud-python) - A Python wrapper around the Soundcloud API * [soundcloud-python](https://github.com/soundcloud/soundcloud-python) - A Python wrapper around the Soundcloud API.
* [google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python * [google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python.
* [facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK * [facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK.
## Algorithms and Design Patterns ## Algorithms and Design Patterns