{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "import wes\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 864x864 with 18 Axes>,\n",
       " array([[<matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c32240f0>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c1114198>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c1140588>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c10e89b0>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c110fdd8>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c10c2240>],\n",
       "        [<matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c1067668>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c108ea58>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c1038eb8>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0fe8320>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c1010748>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0fb6b70>],\n",
       "        [<matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0f60f98>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0f90400>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0f36828>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0ee0c50>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0f100b8>,\n",
       "         <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0eb84e0>]],\n",
       "       dtype=object))"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x864 with 18 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wes.available(show=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 432x288 with 2 Axes>,\n",
       " array([<matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c08f2da0>,\n",
       "        <matplotlib.axes._subplots.AxesSubplot object at 0x7fc9c0888b70>],\n",
       "       dtype=object))"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wes.plot_palettes('Rushmore1', 'Moonrise3')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 432x288 with 1 Axes>,\n",
       " <matplotlib.axes._subplots.AxesSubplot at 0x7fc9c067e080>)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wes.plot_palettes('BottleRocket2')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [],
   "source": [
    "try:\n",
    "    import seaborn as sns\n",
    "except:\n",
    "    pass\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "wes.set_palette('Zissou1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(10):\n",
    "    plt.plot(range(100), np.random.normal(i, 1, 100))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "wes.set_palette('GrandBudapest1')\n",
    "for i in range(10):\n",
    "    plt.plot(range(100), np.random.normal(i, 1, 100))"
   ]
  }
 ],
 "metadata": {
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}