{
    "info": {
        "author": "Xavier Dupr\u00e9",
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            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Topic :: Education",
            "Topic :: Scientific/Engineering"
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        "description": "\n.. image:: https://github.com/sdpython/ensae_teaching_cs/blob/master/_doc/sphinxdoc/source/phdoc_static/project_ico.png?raw=true\n    :target: https://github.com/sdpython/ensae_teaching_cs/\n\n.. _l-README:\n\nensae_teaching_cs: teaching materials, algorithmic, machine learning\n====================================================================\n\n.. image:: https://travis-ci.org/sdpython/ensae_teaching_cs.svg?branch=master\n    :target: https://travis-ci.org/sdpython/ensae_teaching_cs\n    :alt: Build status\n\n.. image:: https://ci.appveyor.com/api/projects/status/ko5g064idp5srm74?svg=true\n    :target: https://ci.appveyor.com/project/sdpython/ensae-teaching-cs\n    :alt: Build Status Windows\n\n.. image:: https://circleci.com/gh/sdpython/ensae_teaching_cs/tree/master.svg?style=svg\n    :target: https://circleci.com/gh/sdpython/ensae_teaching_cs/tree/master\n\n.. image:: https://badge.fury.io/py/ensae_teaching_cs.svg\n    :target: http://badge.fury.io/py/ensae_teaching_cs\n\n.. image:: https://img.shields.io/badge/license-MIT-blue.svg\n    :alt: MIT License\n    :target: http://opensource.org/licenses/MIT\n\n.. image:: https://codecov.io/github/sdpython/ensae_teaching_cs/coverage.svg?branch=master\n    :target: https://codecov.io/github/sdpython/ensae_teaching_cs?branch=master\n\n.. image:: http://img.shields.io/github/issues/sdpython/ensae_teaching_cs.png\n    :alt: GitHub Issues\n    :target: https://github.com/sdpython/ensae_teaching_cs/issues\n\n.. image:: https://api.codacy.com/project/badge/Grade/80a874c0eafd4ea68f3493d73b43f0c5\n    :target: https://www.codacy.com/app/sdpython/ensae_teaching_cs?utm_source=github.com&amp;utm_medium=referral&amp;utm_content=sdpython/ensae_teaching_cs&amp;utm_campaign=Badge_Grade\n    :alt: Codacy Badge\n\n.. image:: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/_images/nbcov.png\n    :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/all_notebooks_coverage.html\n    :alt: Notebook Coverage\n\n.. image:: https://pepy.tech/badge/ensae_teaching_cs\n    :target: https://pypi.org/project/ensae_teaching_cs/\n    :alt: Downloads\n\n.. image:: https://img.shields.io/github/forks/sdpython/ensae_teaching_cs.svg\n    :target: https://github.com/sdpython/ensae_teaching_cs/\n    :alt: Forks\n\n.. image:: https://img.shields.io/github/stars/sdpython/ensae_teaching_cs.svg\n    :target: https://github.com/sdpython/ensae_teaching_cs/\n    :alt: Stars\n\nThis page gives access to the content of practical sessions I give at the\n`ENSAE <http://www.ensae.fr/>`_. They are based on Python. The project\nis hosted on GitHub can be modified by sending me pull requests:\n\n* `GitHub/ensae_teaching_cs <https://github.com/sdpython/ensae_teaching_cs/>`_\n* `documentation <http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx3/index.html>`_\n* `Blog <http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/blog/main_0000.html#ap-main-0>`_\n\nContributions\n-------------\n\nStarted in 2014/04. **Contributors:** `Xavier Dupr\u00e9 <http://www.xavierdupre.fr/>`_,\nAnne Muller, Elodie Royant, Matthieu Bizien,\nNicolas Rousset, J\u00e9r\u00e9mie Jakubowicz, Gilles Drigout,\nGa\u00ebl Varoquaux, Xavier Dupr\u00e9, ENSAE's students.\n\nSetup\n-----\n\nContinuous files\n`travis.yml <https://github.com/sdpython/ensae_teaching_cs/blob/master/.travis.yml>`_ or\n`appveyor.yml <https://github.com/sdpython/ensae_teaching_cs/blob/master/appveyor.yml>`_\ngive indications on how to setup a machine to run most of the notebooks.\nAll notebooks do not run on travis or appveyor due to the excessive\namount of times it requires. They are being run a debian machine every week.\nA `coverage page <http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx3/all_notebooks_coverage.html>`_\nreports on which ones run and the last time it was run.\n\nLocal Continuous Integration\n----------------------------\n\nSome of the tools used to modify and run all the notebooks\nbut they are not optional in most of the cases.\n\n`7zip <http://www.7-zip.org/>`_,\n`Chrome <https://www.google.fr/chrome/browser/desktop/>`_,\n`CMake <https://cmake.org/>`_,\n`Graphviz <http://www.graphviz.org/>`_,\n`Git <https://git-scm.com/>`_,\n`GitHub <https://desktop.github.com/>`_,\n`Java 64 bit <https://www.java.com/fr/download/manual.jsp>`_ (for Spark),\n`Jenkins <https://jenkins.io/>`_ (CI),\n`Miktex Basic Installer 64 bit <https://miktex.org/download>`_ (formula in the documentation)\n(check the option to silently install new packages),\n`Pandoc <http://pandoc.org/>`_ (documentation),\n`Python <https://www.python.org/>`_ 3.7, 64 bit\n(do not add the interpreter on the default `PATH` on Windows),\n`Scite <http://www.scintilla.org/SciTE.html>`_ (Windows),\n`Visual Studio 2017 Community Edition <https://www.visualstudio.com/fr/vs/community/>`_ (Windows)\n(check C++, C#, Python, CLang) (Cython).\n\nA *Jenkins* server was installed on a *debian* machine\nto run all the notebooks every week.\n*Jenkins* requires a few extensions:\n`Last Console Output <https://wiki.jenkins.io/display/JENKINS/Display+Console+Output+Plugin>`_,\n`Next Executions <https://wiki.jenkins.io/display/JENKINS/Next+Executions>`_,\n`Text File <https://wiki.jenkins-ci.org/display/JENKINS/Text+File+Operations+Plugin>`_.\nExtension for `Jupyter <http://jupyter.org/>`_ notebooks\ncan be installed with the following instructions but this is\nreally optional.\n\n::\n\n    pip install widgetsnbextension\n    jupyter nbextension enable --py --sys-prefix widgetsnbextension\n\nA local PyPi server needs to be installed:\n\n::\n\n    pypi-server.exe -u -p 8067 --disable-fallback ..\\..\\local_pypi\\local_pypi_server\n\nSome Python scripts and notebooks use\n`keyring <https://pypi.python.org/pypi/keyring>`_\nto retrieve passwords, usually to access private data.\nYou would have to set them to point to your own data.\nThe following command line tells how to automatically add\nJenkins jobs to a local Jenkins server:\n\n::\n\n    python setup.py local_jenkins --help\n\n\n.. _l-HISTORY:\n\n=======\nHistory\n=======\n\ncurrent - 2019-10-15 - 0.00Mb\n=============================\n\n* `92`: Add notebooks and helpers to load data for students projects (2019-10-15)\n\n0.9.2873 - 2019-09-30 - 6.39Mb\n==============================\n\n* `91`: Implements LassoRandomForestRegressor which reduces the number of trees of a random forest (2019-09-30)\n* `88`: Fix failing unit test due to the move of the website. 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