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Materials for teachings, notebooks, helpers...

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This page gives access to the content of practical sessions I give at the ENSAE. They are based on Python. The project is hosted on GitHub can be modified by sending me pull requests:


Started in 2014/04. Contributors: Xavier Dupré, Anne Muller, Elodie Royant, Matthieu Bizien, Nicolas Rousset, Jérémie Jakubowicz, Gilles Drigout (streaming), Gaël Varoquaux, ENSAE’s students.


7zip, Anaconda, 2 and 3 (to be installed on the same hard drive than the Jenkins build folder), Chrome, CMake (to build XGBoost), Graphviz, Git, GitHub, Java 64 bit (for Spark), Jenkins (CI), Miktex Basic Installer 64 bit (formula in the documentation) (check the option to silently install new packages), Pandoc (documentation), Python 3.6, 64 bit (do not add the interpreter on the default PATH), R 3.2.2, Scite, mingw-w64, Visual Studio 2015 Community Edition (check C++, C#, Python, CLang) (Cython).

You can install the necessary modules with pymyinstall and type pymy_install and then remove the modules being tested (such as this one). Jenkins requires a few extensions: Last Console Output, Next Executions, Text File. For Jupyter:

pip install widgetsnbextension
jupyter nbextension enable --py --sys-prefix widgetsnbextension

A local PyPi server needs to be installed:

pypi-server.exe -u -p 8067 --disable-fallback ..\..\local_pypi\local_pypi_server

If some Python scripts use keyring to retrieve passwords, the Jenkins service needs to authentify. On Windows, it goes through services.msc.


current - 2018-05-23 - 0.00Mb

  • 53: remove natgrid (2018-05-23)
  • 54: replaces griddata by matplotlib.tri.Triangulation (2018-05-23)
  • 51: drops theano (2018-05-22)
  • 50: split magics commands into two files, one with C#, the other one without (2018-05-22)
  • 49: extracts the csharp part in a separate module: csharpy (2018-05-22)
  • 48: remove the custom version of pythonnet and use the official one (2018-05-13)
  • 47: move CategorytoIntegers into mlinsights (2018-05-08)
  • 44: replace open_html_form with ipywidgets (2018-04-19)
  • 26: add content about distributed algorithms (2018-04-17)
  • 37: move notebooks on spark in a new package (2018-04-14)
  • 45: fix version of chromedriver in TD2A_Eco_Web_Scraping (2018-04-01)
  • 35: ajouter quelques notes sur la notion de cout (2018-04-01)
  • 22: add direct link wherever pyensae download data is used (2018-04-01)
  • 41: remove skbase…, moved in papierstat, same for cheat sheets (2018-03-09)
  • 36: iterator correction proposal (RM) (2017-10-03)
  • 33: add notebook on streaming algorithms (2017-08-29)
  • 28: aborder d’autres librairies (2017-08-29)
  • 23: add summary to each notebook for the gallery (2017-08-29)
  • 24: ajouter des algorithmes numériques (2017-08-21)
  • 34: lien vers le bon repo pour l’anonymisation (2017-08-06)
  • 31: rédiger un ou deux notebook sur le traitement du langage (2017-05-05)
  • 29: techniques de webscrapping (2017-05-05)

0.8.1824 - 2017-04-06 - 6.63Mb

  • 15: fix seance_5_intro_et_json.html (formatting + json) (2017-02-11)
  • 18: add unit test for notebook eco sql, matplotlib (2016-12-27)
  • 12: intégrer Python pour un économiste (2016-12-27)
  • 8: insister plus sur les algorithmes numériques pour les 1A écos (2016-12-27)
  • 21: Add correct definition for dist array in cython 1a tutorial (2016-10-10)
  • 20: Notebook ac modèles logistiques pour compétition codelab (2016-10-09)
  • 17: seance 2 eco (2016-10-03)
  • 14: Td sql (2016-09-25)
  • 11: @FAQ –> ..faqref (2016-08-04)
  • 7: complete page on industrial processes (2016-08-03)
  • 10: changer le style des zones bloc (2016-08-01)
  • 9: exposé finance, fixer le problème avec les tables d’indicateurs (2016-08-01)
  • 6: parler des annotations (2016-05-01)

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ensae_teaching_cs-0.8.2426-py3-none-any.whl (6.6 MB) Copy SHA256 hash SHA256 Wheel 3.6 May 24, 2018

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