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Machine Learning for Text Analytics with scikit-learn
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.. topic:: Machine Learning for Text Analytics with scikit-learn

    ``scikit-learn`` is a Python module integrating classic machine
    learning algorithms in the tightly-knit world of scientific Python
    packages (`numpy <http://numpy.scipy.org>`_, `scipy
    <http://www.scipy.org>`_, `matplotlib
    <http://matplotlib.sourceforge.net/>`_).

    It aims to provide simple and efficient solutions to learning
    problems that are accessible to everybody and reusable in various
    contexts: **machine-learning as a versatile tool for science and
    engineering**.


.. include:: big_toc_css.rst

.. note:: This document is meant to be used with **scikit-learn version
   0.11+** (i.e. the current state of the master branch at the time of
   writing: 2012-02-13).


.. toctree::
   :numbered:
   :maxdepth: 2

   setup
   general_concepts
   working_with_text_data
   exercises
   which_algorithm
   finding_help