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Jupyter Notebook Markdown

  • Jupyter

    1, 1,2

    1Yandex School of Data Analysis, 2National Research University Higher School of Economics

  • Contents

    debt ipython jupyter extensions kernels online solutions

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  • Debt

    Pycharm docker build Docker + GitHub = ?

    Versioning of the environment Versioning of the code Runs anywhere (almost)

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  • IPython (ancestor of Jupyter)

    IPython was starting in 2001 by Fernando Perez, joined IPP,LazyPython to develop scientific computing environment.

    Now it is a huge open-sourced project with > $1m investments I is for Interactive great for literate programming has support for interactive, non-blocking control of GTK, Qt, WX,GLUT, and OS X applications via special threading flags.

    http://ipython.readthedocs.org/en/stable/overview.html

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    http://ipython.readthedocs.org/en/stable/overview.htmlhttp://ipython.readthedocs.org/en/stable/overview.html

  • IPython main features

    introspection & autocompletion user-extensible %magic command shell-integration: !cmd or var = !cmd %store, %store -r nice tracebacks profiling & debugging: %prun, %debug %timeit for time measurements

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  • IPython kernels, decoupled modelIPython has abstracted and extended the notion of a traditionalRead-Evaluate-Print Loop (REPL) environment by decoupling theevaluation into its own process. We call this process a kernel: itreceives execution instructions from clients and communicates theresults back to them.http://nbviewer.jupyter.org/github/ipython/ipython/blob/1.x/examples/notebooks/Frontend-Kernel%20Model.ipynb

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    http://nbviewer.jupyter.org/github/ipython/ipython/blob/1.x/examples/notebooks/Frontend-Kernel%20Model.ipynbhttp://nbviewer.jupyter.org/github/ipython/ipython/blob/1.x/examples/notebooks/Frontend-Kernel%20Model.ipynb

  • Parallel computinghttps://github.com/ipython/ipyparallel

    $ pip install ipyparallel$ ipcluster start

    92: the illgotten deed. import osimport ipyparallel as ipprc = ipp.Client()ar = rc[:].apply_async(os.getpid)pid_map = ar.get_dict()print pid_map

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    https://github.com/ipython/ipyparallel

  • nbviewer

    http://nbviewer.jupyter.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/Index.ipynb

    github

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    http://nbviewer.jupyter.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/Index.ipynbhttp://nbviewer.jupyter.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/Index.ipynbhttp://nbviewer.jupyter.org/github/ipython/ipython/blob/master/examples/IPython%20Kernel/Index.ipynb

  • Jupyter - beyond Python Jupyter = JUlia PYthon R and 50+ more languages,

    http://jupyter.readthedocs.org/en/latest/index.html

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    http://jupyter.readthedocs.org/en/latest/index.html

  • Online

    wakario.io sagemathcloud.com

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  • tmpnb, jupyterhub

    try.jupyter.org

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  • mybinder

    mybinder.org

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  • everware

    - 11x (16CPU, 16GB RAM, 30GB HDD) git fork, push git checkout branch, https://github.com/everware/

    everware-dimuon-example@9bec6770485eb6b245648bc251d045a204973cc9

    http://everware.rep.school.yandex.net https://github.com/everware

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    https://github.com/everware/everware-dimuon-example@9bec6770485eb6b245648bc251d045a204973cc9https://github.com/everware/everware-dimuon-example@9bec6770485eb6b245648bc251d045a204973cc9http://everware.rep.school.yandex.nethttps://github.com/everware

  • !

    !

Jupyter Notebook Markdown Unordered List

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Converting Jupyter Notebooks. Practice Your Markdown Skills. Open or create a new Jupyter Notebook file. Add a new Markdown cell and include: A title for the notebook (e.g. Intro to Earth Analytics - Chapter Four) A bullet list with: A bold word for Author: and then add text for your name. A bold word for Date: and then add text for today’s date. Add another Markdown cell and include. Jupyter for Data Science Dan Toomey download Z-Library. Download books for free.