*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 .. image:: https://travis-ci.com/sdpython/mlstatpy.svg?branch=master :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 .. image:: https://circleci.com/gh/sdpython/mlstatpy/tree/master.svg?style=svg :target: https://circleci.com/gh/sdpython/mlstatpy/tree/master .. image:: https://badge.fury.io/py/mlstatpy.svg :target: https://pypi.org/project/mlstatpy/ .. image:: https://img.shields.io/badge/license-MIT-blue.svg :alt: MIT License :target: http://opensource.org/licenses/MIT .. image:: https://codecov.io/github/sdpython/mlstatpy/coverage.svg?branch=master :target: https://codecov.io/github/sdpython/mlstatpy?branch=master .. image:: http://img.shields.io/github/issues/sdpython/mlstatpy.png :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 `_ | +----------------------+---------------------+---------------------+--------------------+------------------------+------------------------------------------------+