{ "cells": [ { "cell_type": "markdown", "metadata": { "hideCode": false, "hidePrompt": false }, "source": [ "## Exemple de completion" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [], "source": [ "x = 10" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "30\n" ] } ], "source": [ "x = x + 10\n", "print(x)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [], "source": [ "mu, sigma = 100, 15\n", "x = np.random.normal(loc=mu, scale=sigma, size=10000)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.hist(x)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "hideCode": false, "hidePrompt": false }, "source": [ "## Utilisation d'autres langages" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [], "source": [ "%load_ext rpy2.ipython" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [], "source": [ "%%R\n", "Mu <- 100\n", "y <- 10" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [ { "data": { "text/plain": [ "[1] 50\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%R\n", "y <- y + 10\n", "print(y)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [ { "data": { "text/plain": [ "[1] 50\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%R\n", "print(y)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [ { "data": { "image/png": "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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%R\n", "plot(cars)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [ { "data": { "application/json": { "cell": { "!": "OSMagics", "HTML": "Other", "R": "RMagics", "SVG": "Other", "bash": "Other", "capture": "ExecutionMagics", "debug": "ExecutionMagics", "file": "Other", "html": "DisplayMagics", "javascript": "DisplayMagics", "js": "DisplayMagics", "latex": "DisplayMagics", "markdown": "DisplayMagics", "perl": "Other", "prun": "ExecutionMagics", "pypy": "Other", "python": "Other", "python2": "Other", "python3": "Other", "ruby": "Other", "script": "ScriptMagics", "sh": "Other", "svg": "DisplayMagics", "sx": "OSMagics", "system": "OSMagics", "time": "ExecutionMagics", "timeit": "ExecutionMagics", "writefile": "OSMagics" }, "line": { "R": "RMagics", "Rdevice": "RMagics", "Rget": "RMagics", "Rpull": "RMagics", "Rpush": "RMagics", "alias": "OSMagics", "alias_magic": "BasicMagics", "autoawait": "AsyncMagics", "autocall": "AutoMagics", "automagic": "AutoMagics", "autosave": "KernelMagics", "bookmark": "OSMagics", "cat": "Other", "cd": "OSMagics", "clear": "KernelMagics", "colors": "BasicMagics", "conda": "PackagingMagics", "config": "ConfigMagics", "connect_info": "KernelMagics", "cp": "Other", "debug": "ExecutionMagics", "dhist": "OSMagics", "dirs": "OSMagics", "doctest_mode": "BasicMagics", "ed": "Other", "edit": "KernelMagics", "env": "OSMagics", "gui": "BasicMagics", "hist": "Other", "history": "HistoryMagics", "killbgscripts": "ScriptMagics", "ldir": "Other", "less": "KernelMagics", "lf": "Other", "lk": "Other", "ll": "Other", "load": "CodeMagics", "load_ext": "ExtensionMagics", "loadpy": "CodeMagics", "logoff": "LoggingMagics", "logon": "LoggingMagics", "logstart": "LoggingMagics", "logstate": "LoggingMagics", "logstop": "LoggingMagics", "ls": "Other", "lsmagic": "BasicMagics", "lx": "Other", "macro": "ExecutionMagics", "magic": "BasicMagics", "man": "KernelMagics", "matplotlib": "PylabMagics", "mkdir": "Other", "more": "KernelMagics", "mv": "Other", "notebook": "BasicMagics", "page": "BasicMagics", "pastebin": "CodeMagics", "pdb": "ExecutionMagics", "pdef": "NamespaceMagics", "pdoc": "NamespaceMagics", "pfile": "NamespaceMagics", "pinfo": "NamespaceMagics", "pinfo2": "NamespaceMagics", "pip": "PackagingMagics", "popd": "OSMagics", "pprint": "BasicMagics", "precision": "BasicMagics", "prun": "ExecutionMagics", "psearch": "NamespaceMagics", "psource": "NamespaceMagics", "pushd": "OSMagics", "pwd": "OSMagics", "pycat": "OSMagics", "pylab": "PylabMagics", "qtconsole": "KernelMagics", "quickref": "BasicMagics", "recall": "HistoryMagics", "rehashx": "OSMagics", "reload_ext": "ExtensionMagics", "rep": "Other", "rerun": "HistoryMagics", "reset": "NamespaceMagics", "reset_selective": "NamespaceMagics", "rm": "Other", "rmdir": "Other", "run": "ExecutionMagics", "save": "CodeMagics", "sc": "OSMagics", "set_env": "OSMagics", "store": "StoreMagics", "sx": "OSMagics", "system": "OSMagics", "tb": "ExecutionMagics", "time": "ExecutionMagics", "timeit": "ExecutionMagics", "unalias": "OSMagics", "unload_ext": "ExtensionMagics", "who": "NamespaceMagics", "who_ls": "NamespaceMagics", "whos": "NamespaceMagics", "xdel": "NamespaceMagics", "xmode": "BasicMagics" } }, "text/plain": [ "Available line magics:\n", "%R %Rdevice %Rget %Rpull %Rpush %alias %alias_magic %autoawait %autocall %automagic %autosave %bookmark %cat %cd %clear %colors %conda %config %connect_info %cp %debug %dhist %dirs %doctest_mode %ed %edit %env %gui %hist %history %killbgscripts %ldir %less %lf %lk %ll %load %load_ext %loadpy %logoff %logon %logstart %logstate %logstop %ls %lsmagic %lx %macro %magic %man %matplotlib %mkdir %more %mv %notebook %page %pastebin %pdb %pdef %pdoc %pfile %pinfo %pinfo2 %pip %popd %pprint %precision %prun %psearch %psource %pushd %pwd %pycat %pylab %qtconsole %quickref %recall %rehashx %reload_ext %rep %rerun %reset %reset_selective %rm %rmdir %run %save %sc %set_env %store %sx %system %tb %time %timeit %unalias %unload_ext %who %who_ls %whos %xdel %xmode\n", "\n", "Available cell magics:\n", "%%! %%HTML %%R %%SVG %%bash %%capture %%debug %%file %%html %%javascript %%js %%latex %%markdown %%perl %%prun %%pypy %%python %%python2 %%python3 %%ruby %%script %%sh %%svg %%sx %%system %%time %%timeit %%writefile\n", "\n", "Automagic is ON, % prefix IS NOT needed for line magics." ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "%lsmagic" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "hideCode": false, "hidePrompt": false }, "outputs": [], "source": [] } ], "metadata": { "hide_code_all_hidden": false, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.4" } }, "nbformat": 4, "nbformat_minor": 2 }