{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# HEADING"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "bdb3764b4f734318b8cccd0361a42251",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(IntSlider(value=0, description='example_num'), Output()), _dom_classes=('widget-interact…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from ipywidgets import interact\n",
    "import numpy as np\n",
    "import random\n",
    "\n",
    "PRIZES = ['Car', 'Goat 1', 'Goat 2']\n",
    "\n",
    "def monty_hall(example_num=0):\n",
    "    '''\n",
    "    Simulates one round of the Monty Hall Problem. Outputs a tuple of\n",
    "    (result if stay, result if switch, result behind opened door) where\n",
    "    each results is one of PRIZES.\n",
    "    '''\n",
    "    pick = random.choice(PRIZES)\n",
    "    opened = random.choice(\n",
    "        [p for p in PRIZES if p != pick and p != 'Car']\n",
    "    )\n",
    "    remainder = next(p for p in PRIZES if p != pick and p != opened)\n",
    "    return (pick, remainder, opened)\n",
    "\n",
    "interact(monty_hall, example_num=(0, 100));\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "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": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}