{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Matplotlib" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Matplotlib is a python 2D plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms. matplotlib can be used in python scripts, the python and ipython shell, web application servers, and six graphical user interface toolkits.\n", "\n", "Matplotlib tries to make easy things easy and hard things possible. You can generate plots, histograms, power spectra, bar charts, errorcharts, scatterplots, etc, with just a few lines of code.\n", "\n", "Library documentation: http://matplotlib.org/" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# needed to display the graphs\n", "%matplotlib inline\n", "from pylab import *" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEgCAYAAACuDOSlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAGq1JREFUeJzt3XuY1HXd//HnW4xIxNA7b8VDkdrxvuvGLM/JWupNaYaK\n", "p/KQpbfdWXqnHbz9pWJmmeYhq1vDQ0KkYqaokCWpo0Ki4OUptUQvNTyBhicUEuHz++M76ArDMuzu\n", "7Oc7M8/Hdc3F7OzM7tsR9rXvz+kbKSUkSVrWarkLkCSVkwEhSarJgJAk1WRASJJqMiAkSTUZEJKk\n", "mgwIqU4R8e6IeDkioovnLImITfqyLqlRDAipCxHxWER8CiCl9PeU0qBU3TwUEZWI+EreCqXGMSCk\n", "riVgRR2Du0zV0gwIaQUi4tfAu4Frq0NL364OIfWLiFOATwI/r37unBqvf3tE/CQiHo+IZyLi3IgY\n", 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}, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEgCAYAAACuDOSlAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd4VGXax/HvQ5HOAgohCog0aSIIiihIlCIqIEhfaYqN\n", "V9e2urqgEmVXRFdXcFXKgoKslEVFuiAamvQNioCCCEgHpSV0kuf944RIScgQZuY5k/l9rmsuJjNn\n", "Zm7ONTP33E811lpERETOlst1ACIi4k9KECIikiElCBERyZAShIiIZEgJQkREMqQEISIiGVKCEAmQ\n", "MaacMSbJGGPOc0yqMaZCOOMSCRUlCJHzMMZsMsbcBmCt/cVaW8SmTR4yxiQYY3q5jVAkdJQgRM7P\n", "AplVDJplKjmaEoRIJowxHwHlgClpTUvPpjUh5TbG/B1oBPwr7b7BGTw+nzHmH8aYzcaYncaY940x\n", "+cP9/xDJLiUIkUxYa7sBvwAtrbVFgP/+fpftC8wHHk1rdno8g6d4DagEXJv27xXAS6GPXCQ4lCBE\n", "Lk6GzU9pHdkPAk9ba/dba5OBAUDncAYncjHyuA5AJMJl1g9REigIrDht0JNBP8okgihBiJzf+Tqi\n", "z3ffr8ARoLq1dkdwQxIJD/2aETm/XUDFC73PWpsKDAfeNsaUBDDGXGGMaR6SKEVCQAlC5PwGAC8Y\n", "Y/YC7TizahgEtDfG7DXGvJ3BY58DfgIWG2MOALOBKqEOWCRYTKg2DDLGlAVGA6XwPlTDrLWDjTHx\n", 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"axes1.set_ylabel('y')\n", "axes1.set_title('title')\n", "\n", "# insert\n", "axes2.plot(y, x, 'g')\n", "axes2.set_xlabel('y')\n", "axes2.set_ylabel('x')\n", "axes2.set_title('insert title');" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAakAAAEbCAYAAABgLnslAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xu81lPe//HXJ4oihxHlfCzDcFdyzMS+B43zOWfdGoPb\n", "lFJ+jhMyGGHaFRq0K5WUSkSNQ4VNoZQO0lFR0l0hKUlpt9fvj3XFll1d+zqt7/e63s/Ho0e7va/D\n", "m3x8rrW+67uWOecQERGJomqhA4iIiGyOmpSIiESWmpSIiESWmpSIiESWmpSIiESWmpSIiESWmlSe\n", "MLP9zOx7M7MtPKbczA7KZS6RuFEtRYuaVIyZ2QIz+xOAc+4L51xtl7jxzcxKzezasAlF4kG1FF1q\n", "UvHmgM192tNd2iLJUy1FlJpUTJnZs8B+wIjE1MStiSmIbczsQaAZ8ETiZ49V8vztzOxfZrbQzJaa\n", "2ZNmtn2u/zlEQlMtRZuaVEw5564GvgDOds7VBob+8iP3d2As0DoxbdG2kpfoDBwCNEz8vjdwT/aT\n", "i0SLaina1KTyW6XTF4kLwtcBHZxz3znnVgMPAZflMpxIjKiWAtk2dADJqs3Npe8O1AI+qrCAydCH\n", 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} ], "source": [ "# example with a legend and latex symbols\n", "fig, ax = plt.subplots()\n", "\n", "ax.plot(x, x**2, label=r\"$y = \\alpha^2$\")\n", "ax.plot(x, x**3, label=r\"$y = \\alpha^3$\")\n", "ax.legend(loc=2) # upper left corner\n", "ax.set_xlabel(r'$\\alpha$', fontsize=18)\n", "ax.set_ylabel(r'$y$', fontsize=18)\n", "ax.set_title('title');" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAr0AAAFwCAYAAAC1usMvAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4FOXaBvB7CCQEEpoEsoFDR3qzHAsqsRGUY+FT8WBH\n", "7F1BwUrs4sGKior9HCk2sOCBWAjYK0iTXgInCU1KAoSSzPfHk2FnZmd3Z/vs7P27rlzk3c3uTmDY\n", "vffd531eRVVVEBERERG5WZ1EHwARERERUawx9BIRERGR6zH0EhEREZHrMfQSERERkesx9BIRERGR\n", "6zH0EhEREZHrBQy9iqL8TVGUOYqiLFEUZbGiKLfUXl6oKMpGRVHm134Nis/hEhERERGFTgnUp1dR\n", "lFwAuaqqLlAUJQvAbwDOBTAUQIWqqk/H5zCJiIiIiMJXN9CVqqqWAyiv/b5SUZQ/AbSqvVqJ8bER\n", 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linewidth=2.00)\n", "\n", "# possible linestype options ‘-‘, ‘–’, ‘-.’, ‘:’, ‘steps’\n", "ax.plot(x, x+5, color=\"red\", lw=2, linestyle='-')\n", "ax.plot(x, x+6, color=\"red\", lw=2, ls='-.')\n", "ax.plot(x, x+7, color=\"red\", lw=2, ls=':')\n", "\n", "# custom dash\n", "line, = ax.plot(x, x+8, color=\"black\", lw=1.50)\n", "line.set_dashes([5, 10, 15, 10]) # format: line length, space length, ...\n", "\n", "# possible marker symbols: marker = '+', 'o', '*', 's', ',', '.', \n", "# '1', '2', '3', '4', ...\n", "ax.plot(x, x+ 9, color=\"green\", lw=2, ls='*', marker='+')\n", "ax.plot(x, x+10, color=\"green\", lw=2, ls='*', marker='o')\n", "ax.plot(x, x+11, color=\"green\", lw=2, ls='*', marker='s')\n", "ax.plot(x, x+12, color=\"green\", lw=2, ls='*', marker='1')\n", "\n", "# marker size and color\n", "ax.plot(x, x+13, color=\"purple\", lw=1, ls='-', marker='o', markersize=2)\n", "ax.plot(x, x+14, color=\"purple\", lw=1, ls='-', marker='o', markersize=4)\n", "ax.plot(x, x+15, color=\"purple\", lw=1, ls='-', marker='o', markersize=8, \n", " markerfacecolor=\"red\")\n", "ax.plot(x, x+16, color=\"purple\", lw=1, ls='-', marker='s', markersize=8, \n", " markerfacecolor=\"yellow\", markeredgewidth=2, markeredgecolor=\"blue\");" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAsgAAAEKCAYAAAAPY6NUAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XucTfX+x/HXB7lFSeVSyS3XQqkUTjV1KEWoVMotFBLd\n", "OL84dQ7VSQqlKLocGpJLKiF3GblfymXcI0QyOC65DzOf3x9rTe2mMWbGzP7uy+f5eMzD3mutvdd7\n", "j/1d6zvf9V3fr6gqxhhjjDHGGE8u1wGMMcYYY4wJJVZBNsYYY4wxJoBVkI0xxhhjjAlgFWRjjDHG\n", "GGMCWAXZGGOMMcaYAFZBNsYYY4wxJoBVkM9CRD4RkVczuG0lEVkpIr+JSJdz3G9vERl5Lu9hjAke\n", "EblSRA6LiGRg2zIikiwidgw2xpgQZAfns1P/JyP+D5itqheo6uBs2C9gJ1NjQpGIbBORO1Keq+rP\n", "qlpYs2FwefsD2ZjMEZHHRGSe6xwmcliFK2PO2iLkKw2sy8F9ZjSHc1aZN1FACaMyaYyJTCKSx3WG\n", 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"fig, axes = plt.subplots(1, 3, figsize=(12, 4))\n", "\n", "axes[0].plot(x, x**2, x, x**3)\n", "axes[0].set_title(\"default axes ranges\")\n", "\n", "axes[1].plot(x, x**2, x, x**3)\n", "axes[1].axis('tight')\n", "axes[1].set_title(\"tight axes\")\n", "\n", "axes[2].plot(x, x**2, x, x**3)\n", "axes[2].set_ylim([0, 60])\n", "axes[2].set_xlim([2, 5])\n", "axes[2].set_title(\"custom axes range\");" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAlMAAAEKCAYAAAA2KNBKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd0FGUXwOHfJfRelV6kiyhFECkSKYoUERWxoIi9d0VA\n", "JahEwAbIhwUFRRGxBAQVqQYJvdfQexfpJZByvz9mAwEDqbuzu7nPOXuyO7szcxfIy5233BFVxRhj\n", "jDHGpE82twMwxhhjjAlklkwZY4wxxmSAJVPGGGOMMRlgyZQxxhhjTAZYMmWMMcYYkwGWTBljjDHG\n", "ZIAlU8bnRCRSRB720bkqikiCiNi/dWOCiIiUF5FjIiKX+EyCiFyRSef7VETeyIxjZTCOMBH5NgP7\n", 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"metadata": {}, "output_type": "display_data" } ], "source": [ "# scaling\n", "fig, axes = plt.subplots(1, 2, figsize=(10,4))\n", " \n", "axes[0].plot(x, x**2, x, exp(x))\n", "axes[0].set_title(\"Normal scale\")\n", "\n", "axes[1].plot(x, x**2, x, exp(x))\n", "axes[1].set_yscale(\"log\")\n", "axes[1].set_title(\"Logarithmic scale (y)\");" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAlMAAADICAYAAADMf2RBAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd4VGX2wPHvm4RQA6EoHUIRKSIRpa2KEQFRuhVXpe1i\n", "QURg3V3bCq4/0V0VxIJSBBFdFBtVmkgUpAhCkCJCgNAkCS0FQuq8vz/uJKRMyGRK7p2b83meeTJ3\n", "cmfmHCacOXPnve+rtNYIIYQQQgjPBJkdgBBCCCFEIJNmSgghhBDCC9JMCSGEEEJ4QZopIYQQQggv\n", "SDMlhBBCCOEFaaaEEEIIIbxw2WZKKTVHKZWglNrl4nd/U0o5lFK18t32rFLqgFJqn1Kqtz8CFkII\n", "d0kNE0KUhZKOTM0F+hS+USnVGOgFHMl3W1vgfqCt8z7TlVJy5EsIYSapYUIIv7tsodBarwfOufjV\n", 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"Iz2H2S7f1AAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# axis grid\n", "fig, axes = plt.subplots(1, 2, figsize=(10,3))\n", "\n", "# default grid appearance\n", "axes[0].plot(x, x**2, x, x**3, lw=2)\n", "axes[0].grid(True)\n", "\n", "# custom grid appearance\n", "axes[1].plot(x, x**2, x, x**3, lw=2)\n", "axes[1].grid(color='b', alpha=0.5, linestyle='dashed', linewidth=0.5)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAb4AAAEACAYAAADMTRPsAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd8VHXW+PHPoUtRURRQUFDsXX6izwoSVLCtiF1XBdva\n", "u64UUUABBRX7WlGxgCAggisIrkTBgiJNKSKuLKCAsHSpSc7vjzNhAgRI5s7k3pk579drXszcTOae\n", "5Nknx/Mt5yuqinPOOZctyoUdgHPOOVeWPPE555zLKp74nHPOZRVPfM4557KKJz7nnHNZxROfc865\n", "rBLZxCdCfRHGijBdhB9FuCN2vasIC0SYHHucGXaszjmXkUReR2QxIj8U87V7ESlAZI8i1zoi8jMi\n", 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color=\"blue\")\n", "for label in ax1.get_yticklabels():\n", " label.set_color(\"blue\")\n", " \n", "ax2 = ax1.twinx()\n", "ax2.plot(x, x**3, lw=2, color=\"red\")\n", "ax2.set_ylabel(r\"volume $(m^3)$\", fontsize=18, color=\"red\")\n", "for label in ax2.get_yticklabels():\n", " label.set_color(\"red\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAsgAAADSCAYAAABXeTaiAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xl8nGW5//HPlbTp3oQ2pQtdUtkqqKwCP5fTHKUNgqce\n", "Xrj/0IIe0d/BBU7FWlEsIiIey6nbUUCWHhVQDrZEpaYRSS2CQKGttQu00JQutDSke9qmyVy/P55n\n", "0sl0kplktkzyfb9e8+rMM8/z3Pckd6bX3HM9123ujoiIiIiIBIry3QERERERkZ5EAbKIiIiISAwF\n", "yCIiIiIiMRQgi4iIiIjEUIAsIiIiIhJDAbKIiIiISAwFyCIi0qeYWb2ZvTff/RCRnksBcoEws7lm\n", "9ou4bXVm9ul89UkkVqIxKtJDeXgTyRgzO93MVprZPjNrNbMbw+2VZrYlZr+kH9D0fpp//fLdAUlL\n", 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4, figsize=(12,3))\n", "\n", "axes[0].scatter(xx, xx + 0.25*randn(len(xx)))\n", "axes[0].set_title(\"scatter\")\n", "\n", "axes[1].step(n, n**2, lw=2)\n", "axes[1].set_title(\"step\")\n", "\n", "axes[2].bar(n, n**2, align=\"center\", width=0.5, alpha=0.5)\n", "axes[2].set_title(\"bar\")\n", "\n", "axes[3].fill_between(x, x**2, x**3, color=\"green\", alpha=0.5);\n", "axes[3].set_title(\"fill_between\");" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAs4AAAEKCAYAAAACfdMTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3X+8pWVd7//XWxHERBDx8BvhW0M6aomUWJpuIjnUMcBz\n", "UAa/EuXUKam0tHKwjgxZCZ0S6Qecb4nyo0BREkEBmZCdlsJkAaIjh+F8HWUGZtABQVIL5HP+uK/N\n", "LDb7x5qZtfdas/fr+Xisx773df/63Gvtfd2fdd3Xfd2pKiRJkiTN7EnDDkCSJEnaEZg4S5IkSX0w\n", "cZYkSZL6YOIsSZIk9cHEWZIkSeqDibMkSZLUBxNnDUWSNyXZlOTBJM/czm2tS3LUIJZP8hNJbt+e\n", 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"alpha = 0.7\n", "phi_ext = 2 * pi * 0.5\n", "\n", "def flux_qubit_potential(phi_m, phi_p):\n", " return ( + alpha - 2 * cos(phi_p)*cos(phi_m) - \n", " alpha * cos(phi_ext - 2*phi_p))\n", "\n", "phi_m = linspace(0, 2*pi, 100)\n", "phi_p = linspace(0, 2*pi, 100)\n", "X,Y = meshgrid(phi_p, phi_m)\n", "Z = flux_qubit_potential(X, Y).T\n", "\n", "fig, ax = plt.subplots()\n", "\n", "p = ax.pcolor(X/(2*pi), Y/(2*pi), Z, \n", " cmap=cm.RdBu, vmin=abs(Z).min(), vmax=abs(Z).max())\n", "cb = fig.colorbar(p, ax=ax)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from mpl_toolkits.mplot3d.axes3d import Axes3D" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAwkAAAFdCAYAAABIGyFEAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsvXm0HNV17/+tuYfb3bqSkAVCiEFCWAINIANmiInt2DEE\n", 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"HxANgQAAAABJRU5ErkJggg==\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# surface plots\n", "fig = plt.figure(figsize=(14,6))\n", "\n", "# `ax` is a 3D-aware axis instance because of the projection='3d' \n", "# keyword argument to add_subplot\n", "ax = fig.add_subplot(1, 2, 1, projection='3d')\n", "\n", "p = ax.plot_surface(X, Y, Z, rstride=4, cstride=4, linewidth=0)\n", "\n", "# surface_plot with color grading and color bar\n", "ax = fig.add_subplot(1, 2, 2, projection='3d')\n", "p = ax.plot_surface(X, Y, Z, rstride=1, cstride=1, \n", " cmap=cm.coolwarm, linewidth=0, antialiased=False)\n", "cb = fig.colorbar(p, shrink=0.5)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAcwAAAFdCAYAAACO4V1gAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXd8FHX6x98zsy2bkFCsoOipqDSlKaCRplTpCOqB5fA8\n", 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"output_type": "display_data" } ], "source": [ "# wire frame\n", "fig = plt.figure(figsize=(8,6))\n", "\n", "ax = fig.add_subplot(1, 1, 1, projection='3d')\n", "\n", "p = ax.plot_wireframe(X, Y, Z, rstride=4, cstride=4)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAcwAAAFdCAYAAACO4V1gAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzsnXd4XNWdv987vanL6t2Sm4x7wzYYm14WyFLDErKU1E1I\n", "SDY9+0uyKUsCbMICSQiEBAgQIAkkoWPABXds2ZaNu+Uiy7LVpelzZ+7vD/mOR/JImpFmRjPSeZ+H\n", "hwRp5pw7unM+99slRVEQCAQCgUAwOJrR3oBAIBAIBKmAEEyBQCAQCCJACKZAIBAIBBEgBFMgEAgE\n", "gggQgikQCAQCQQQIwRQIBAKBIAJ0Q/xc1JwIBAKBYLwhhfuPwsIUCAQCgSAChGAKBAKBQBABQjAF\n", "AoFAIIgAIZgCgUAgEESAEEyBQCAQCCJACKZAIBAIBBEgBFMgEAgEgggQgikQCAQCQQQIwRQIBAKB\n", "IAKEYAoEAoFAEAFCMAUCgUAgiAAhmAKBQCAQRIAQTIFAIBAIIkAIpkAgEAgEESAEUyAQCASCCBCC\n", 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3*pi);\n", "ax.set_zlim3d(-pi, 2*pi);" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" } }, "nbformat": 4, "nbformat_minor": 0 }