*en construction permanente*
.. |gitlogo| image:: _static/git_logo.png
:height: 20
Les maths d'abord, la programmation ensuite
===========================================
Le livre `The Elements of Statistical Learning `_
est considéré comme la bible en matière de machine learning. Ce site aborde des sujets connexes.
Le site est aussi disponible (format brut de fonderie) sur
`GitHub/mlstatpy `_ |gitlogo|.
.. toctree::
:maxdepth: 2
introduction
c_clus/index
c_ml/index
c_ml/index_reg_lin
c_ml/index_reg_log
c_nlp/index
c_metric/index
c_algo/index
c_garden/index
i_examples
api/index
end_index
gyexamples/index
On fait beaucoup de choses avec l'informatique mais en pratique
on doit maintenir, on doit réécrire sans cesse.
Faire un peu de théorie ça repose.
Xavier Dupré
.. only:: html
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:target: https://app.travis-ci.com/github/sdpython/mlstatpy
:alt: Build status
.. image:: https://ci.appveyor.com/api/projects/status/5env33qptorgshaq?svg=true
:target: https://ci.appveyor.com/project/sdpython/mlstatpy
:alt: Build Status Windows
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:target: https://circleci.com/gh/sdpython/mlstatpy/tree/master
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:target: https://pypi.org/project/mlstatpy/
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:alt: MIT License
:target: http://opensource.org/licenses/MIT
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:alt: GitHub Issues
:target: https://github.com/sdpython/mlstatpy/issues
.. image:: nbcov.png
:target: http://www.xavierdupre.fr/app/mlstatpy/helpsphinx/all_notebooks_coverage.html
:alt: Notebook Coverage
**Links:** `github `_,
`documentation `_,
:ref:`l-README`,
:ref:`blog `
+----------------------+---------------------+---------------------+--------------------+------------------------+------------------------------------------------+
| :ref:`l-modules` | :ref:`l-functions` | :ref:`l-classes` | :ref:`l-methods` | :ref:`l-staticmethods` | :ref:`l-properties` |
+----------------------+---------------------+---------------------+--------------------+------------------------+------------------------------------------------+
| :ref:`modindex` | :ref:`l-EX2` | :ref:`search` | :ref:`l-license` | :ref:`l-changes` | :ref:`l-README` |
+----------------------+---------------------+---------------------+--------------------+------------------------+------------------------------------------------+
| :ref:`genindex` | :ref:`l-FAQ2` | :ref:`l-notebooks` | | :ref:`l-statcode` | `Unit Test Coverage `_ |
+----------------------+---------------------+---------------------+--------------------+------------------------+------------------------------------------------+