X-Git-Url: https://git.njae.me.uk/?a=blobdiff_plain;f=.ipynb_checkpoints%2Fhangman-better-checkpoint.ipynb;fp=.ipynb_checkpoints%2Fhangman-better-checkpoint.ipynb;h=0000000000000000000000000000000000000000;hb=42d3e63466e5ec85561e0d2a06c614f0ab42a80c;hp=141a66850e1cf64504526031722e87be7fae3cac;hpb=e1902dd364afaafaa80759b461bb43172458541e;p=cas-master-teacher-training.git

diff --git a/.ipynb_checkpoints/hangman-better-checkpoint.ipynb b/.ipynb_checkpoints/hangman-better-checkpoint.ipynb
deleted file mode 100644
index 141a668..0000000
--- a/.ipynb_checkpoints/hangman-better-checkpoint.ipynb
+++ /dev/null
@@ -1,1221 +0,0 @@
-{
- "metadata": {
-  "name": "",
-  "signature": "sha256:e848b3bb14cbbc0d122596bd49c2e49d1d795881920f1f2a98206e14ff6b2b0a"
- },
- "nbformat": 3,
- "nbformat_minor": 0,
- "worksheets": [
-  {
-   "cells": [
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "import re\n",
-      "import random\n",
-      "import string\n",
-      "import collections"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 27
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "WORDS = [w.strip() for w in open('/usr/share/dict/british-english').readlines() \n",
-      "         if re.match(r'^[a-z]*$', w.strip())]"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 3
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "STARTING_LIVES = 10"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 4
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "class Game:\n",
-      "    def __init__(self, target, player=None, lives=STARTING_LIVES):\n",
-      "        self.lives = lives\n",
-      "        self.player = player\n",
-      "        self.target = target\n",
-      "        self.discovered = list('_' * len(target))\n",
-      "        self.wrong_letters = []\n",
-      "        self.game_finished = False\n",
-      "        self.game_won = False\n",
-      "        self.game_lost = False\n",
-      "    \n",
-      "    def find_all(self, letter):\n",
-      "        locations = []\n",
-      "        starting=0\n",
-      "        location = self.target.find(letter)\n",
-      "        while location > -1:\n",
-      "            locations += [location]\n",
-      "            starting = location + 1\n",
-      "            location = self.target.find(letter, starting)\n",
-      "        return locations\n",
-      "    \n",
-      "    def update_discovered_word(self, guessed_letter):\n",
-      "        locations = self.find_all(guessed_letter)\n",
-      "        for location in locations:\n",
-      "            self.discovered[location] = guessed_letter\n",
-      "        return self.discovered\n",
-      "    \n",
-      "    def do_turn(self):\n",
-      "        if self.player:\n",
-      "            guess = self.player.guess(self.discovered, self.wrong_letters, self.lives)\n",
-      "        else:\n",
-      "            guess = self.ask_for_guess()\n",
-      "        if guess in self.target:\n",
-      "            self.update_discovered_word(guess)\n",
-      "        else:\n",
-      "            self.lives -= 1\n",
-      "            if guess not in self.wrong_letters:\n",
-      "                self.wrong_letters += [guess]\n",
-      "        if self.lives == 0:\n",
-      "            self.game_finished = True\n",
-      "            self.game_lost = True\n",
-      "        if '_' not in self.discovered:\n",
-      "            self.game_finished = True\n",
-      "            self.game_won = True\n",
-      "            \n",
-      "    def ask_for_guess(self):\n",
-      "        print('Word:', ' '.join(self.discovered), \n",
-      "              ' : Lives =', self.lives, \n",
-      "              ', wrong guesses:', ' '.join(sorted(self.wrong_letters)))\n",
-      "        guess = input('Enter letter: ').strip().lower()[0]\n",
-      "        return guess\n",
-      "    \n",
-      "    def play_game(self):\n",
-      "        self.do_turn()\n",
-      "        while not self.game_finished:\n",
-      "            self.do_turn()\n",
-      "        if not self.player:\n",
-      "            self.report_on_game()\n",
-      "        return self.game_won\n",
-      "    \n",
-      "    def report_on_game(self):\n",
-      "        if self.game_won:\n",
-      "            print('You won! The word was', self.target)\n",
-      "        else:\n",
-      "            print('You lost. The word was', self.target)\n",
-      "        return self.game_won"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 24
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS))"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 6
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.target"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 7,
-       "text": [
-        "'gastronomy'"
-       ]
-      }
-     ],
-     "prompt_number": 7
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.discovered"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 8,
-       "text": [
-        "['_', '_', '_', '_', '_', '_', '_', '_', '_', '_']"
-       ]
-      }
-     ],
-     "prompt_number": 8
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.do_turn()"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ _ _ _ _ _ _ _  : Lives = 10 , wrong guesses: \n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: e\n"
-       ]
-      }
-     ],
-     "prompt_number": 9
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.lives"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 10,
-       "text": [
-        "9"
-       ]
-      }
-     ],
-     "prompt_number": 10
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.wrong_letters"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 11,
-       "text": [
-        "['e']"
-       ]
-      }
-     ],
-     "prompt_number": 11
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.do_turn()"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ _ _ _ _ _ _ _  : Lives = 9 , wrong guesses: e\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: a\n"
-       ]
-      }
-     ],
-     "prompt_number": 12
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.lives"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 13,
-       "text": [
-        "9"
-       ]
-      }
-     ],
-     "prompt_number": 13
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.discovered"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 14,
-       "text": [
-        "['_', 'a', '_', '_', '_', '_', '_', '_', '_', '_']"
-       ]
-      }
-     ],
-     "prompt_number": 14
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.wrong_letters"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 15,
-       "text": [
-        "['e']"
-       ]
-      }
-     ],
-     "prompt_number": 15
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS))\n",
-      "g.play_game()"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ _ _  : Lives = 10 , wrong guesses: \n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: e\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ _ _  : Lives = 9 , wrong guesses: e\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: a\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ _ _  : Lives = 9 , wrong guesses: e\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: t\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ _ _  : Lives = 8 , wrong guesses: e t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: i\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ _ _  : Lives = 7 , wrong guesses: e i t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: o\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ o _  : Lives = 7 , wrong guesses: e i t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: s\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ o _  : Lives = 6 , wrong guesses: e i s t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: n\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ o _  : Lives = 5 , wrong guesses: e i n s t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: h\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ o _  : Lives = 4 , wrong guesses: e h i n s t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: r\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ o _  : Lives = 3 , wrong guesses: e h i n r s t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: d\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a _ _ o _  : Lives = 2 , wrong guesses: d e h i n r s t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: l\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a l l o _  : Lives = 2 , wrong guesses: d e h i n r s t\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: y\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: a l l o _  : Lives = 1 , wrong guesses: d e h i n r s t y\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: w\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "You won! The word was allow\n"
-       ]
-      },
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 16,
-       "text": [
-        "True"
-       ]
-      }
-     ],
-     "prompt_number": 16
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS))\n",
-      "g.play_game()"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ _ _ _ _ _  : Lives = 10 , wrong guesses: \n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: e\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ e e _ _ _  : Lives = 10 , wrong guesses: \n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: a\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ e e _ _ _  : Lives = 9 , wrong guesses: a\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: i\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ e e i _ _  : Lives = 9 , wrong guesses: a\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: n\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ e e i n _  : Lives = 9 , wrong guesses: a\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: g\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ e e i n g  : Lives = 9 , wrong guesses: a\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: u\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: _ _ _ e e i n g  : Lives = 8 , wrong guesses: a u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: s\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: s _ _ e e i n g  : Lives = 8 , wrong guesses: a u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: h\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: s _ _ e e i n g  : Lives = 7 , wrong guesses: a h u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: c\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: s _ _ e e i n g  : Lives = 6 , wrong guesses: a c h u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: t\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: s _ _ e e i n g  : Lives = 5 , wrong guesses: a c h t u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: r\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: s _ r e e i n g  : Lives = 5 , wrong guesses: a c h t u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: c\n"
-       ]
-      },
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Word: s _ r e e i n g  : Lives = 4 , wrong guesses: a c h t u\n"
-       ]
-      },
-      {
-       "name": "stdout",
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Enter letter: p\n"
-       ]
-      },
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 38,
-       "text": [
-        "True"
-       ]
-      }
-     ],
-     "prompt_number": 38
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.target"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 39,
-       "text": [
-        "'spreeing'"
-       ]
-      }
-     ],
-     "prompt_number": 39
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "class PlayerAlphabetical:\n",
-      "    def guess(self, discovered, missed, lives):\n",
-      "        guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
-      "        return self.ordered_subtract(string.ascii_lowercase, guessed_letters)[0]\n",
-      "    \n",
-      "    def ordered_subtract(self, ordered_list, to_remove):\n",
-      "        for r in to_remove:\n",
-      "            if r in ordered_list:\n",
-      "                ri = ordered_list.index(r)\n",
-      "                ordered_list = ordered_list[:ri] + ordered_list[ri+1:]\n",
-      "        return ordered_list"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 43
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerAlphabetical())"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 44
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.play_game()"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 45,
-       "text": [
-        "False"
-       ]
-      }
-     ],
-     "prompt_number": 45
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.discovered"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 46,
-       "text": [
-        "['d', 'e', '_', 'i', 'a', 'n', '_', '_']"
-       ]
-      }
-     ],
-     "prompt_number": 46
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g.target"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "metadata": {},
-       "output_type": "pyout",
-       "prompt_number": 47,
-       "text": [
-        "'deviants'"
-       ]
-      }
-     ],
-     "prompt_number": 47
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerAlphabetical())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: peoples ; Discovered: ['_', 'e', '_', '_', '_', 'e', '_'] ; Lives remaining: 0\n"
-       ]
-      }
-     ],
-     "prompt_number": 54
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "LETTER_COUNTS = collections.Counter(l.lower() for l in open('sherlock-holmes.txt').read() if l in string.ascii_letters)\n",
-      "LETTERS_IN_ORDER = [p[0] for p in LETTER_COUNTS.most_common()]\n",
-      "\n",
-      "class PlayerFreqOrdered:\n",
-      "    def guess(self, discovered, missed, lives):\n",
-      "        guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
-      "        return self.ordered_subtract(LETTERS_IN_ORDER, guessed_letters)[0]\n",
-      "    \n",
-      "    def ordered_subtract(self, ordered_list, to_remove):\n",
-      "        for r in to_remove:\n",
-      "            if r in ordered_list:\n",
-      "                ri = ordered_list.index(r)\n",
-      "                ordered_list = ordered_list[:ri] + ordered_list[ri+1:]\n",
-      "        return ordered_list"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 55
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: wadding ; Discovered: ['w', 'a', 'd', 'd', 'i', 'n', '_'] ; Lives remaining: 0\n"
-       ]
-      }
-     ],
-     "prompt_number": 56
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: pharmacopoeias ; Discovered: ['p', 'h', 'a', 'r', 'm', 'a', 'c', 'o', 'p', 'o', 'e', 'i', 'a', 's'] ; Lives remaining: 1\n"
-       ]
-      }
-     ],
-     "prompt_number": 57
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: forklift ; Discovered: ['_', 'o', 'r', '_', 'l', 'i', '_', 't'] ; Lives remaining: 0\n"
-       ]
-      }
-     ],
-     "prompt_number": 58
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "class PlayerFixedOrder:\n",
-      "    def __init__(self, ordered_letters):\n",
-      "        self.ordered_letters = ordered_letters\n",
-      "        \n",
-      "    def guess(self, discovered, missed, lives):\n",
-      "        guessed_letters = [l.lower() for l in discovered + missed if l in string.ascii_letters]\n",
-      "        self.ordered_subtract(guessed_letters)\n",
-      "        return self.ordered_letters[0]\n",
-      "\n",
-      "    def ordered_subtract(self, to_remove):\n",
-      "        for r in to_remove:\n",
-      "            if r in self.ordered_letters:\n",
-      "                ri = self.ordered_letters.index(r)\n",
-      "                self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 65
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "class PlayerAlphabetical(PlayerFixedOrder):\n",
-      "    def __init__(self):\n",
-      "        super().__init__(string.ascii_lowercase)\n",
-      "\n",
-      "class PlayerFreqOrdered(PlayerFixedOrder):\n",
-      "    def __init__(self):\n",
-      "        super().__init__(LETTERS_IN_ORDER)\n"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 66
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: nods ; Discovered: ['n', 'o', 'd', 's'] ; Lives remaining: 4\n"
-       ]
-      }
-     ],
-     "prompt_number": 67
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: firsthand ; Discovered: ['f', 'i', 'r', 's', 't', 'h', 'a', 'n', 'd'] ; Lives remaining: 2\n"
-       ]
-      }
-     ],
-     "prompt_number": 68
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerAlphabetical())\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: lawbreakers ; Discovered: ['l', 'a', '_', 'b', '_', 'e', 'a', 'k', 'e', '_', '_'] ; Lives remaining: 0\n"
-       ]
-      }
-     ],
-     "prompt_number": 69
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFixedOrder(list(reversed(string.ascii_lowercase))))\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: chilblains ; Discovered: ['_', '_', '_', '_', '_', '_', '_', '_', '_', 's'] ; Lives remaining: 0\n"
-       ]
-      }
-     ],
-     "prompt_number": 74
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "g = Game(random.choice(WORDS), player=PlayerFixedOrder(list(reversed(string.ascii_lowercase))))\n",
-      "g.play_game()\n",
-      "print('Target:', g.target, '; Discovered:', g.discovered, '; Lives remaining:', g.lives)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "Target: talks ; Discovered: ['t', '_', '_', '_', 's'] ; Lives remaining: 0\n"
-       ]
-      }
-     ],
-     "prompt_number": 75
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "wins = 0\n",
-      "for _ in range(1000):\n",
-      "    g = Game(random.choice(WORDS), player=PlayerAlphabetical())\n",
-      "    g.play_game()\n",
-      "    if g.game_won:\n",
-      "        wins += 1\n",
-      "print(wins)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "42\n"
-       ]
-      }
-     ],
-     "prompt_number": 77
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "wins = 0\n",
-      "for _ in range(1000):\n",
-      "    g = Game(random.choice(WORDS), player=PlayerFreqOrdered())\n",
-      "    g.play_game()\n",
-      "    if g.game_won:\n",
-      "        wins += 1\n",
-      "print(wins)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "319\n"
-       ]
-      }
-     ],
-     "prompt_number": 78
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [
-      "wins = 0\n",
-      "for _ in range(1000):\n",
-      "    g = Game(random.choice(WORDS), player=PlayerFixedOrder(list(reversed(string.ascii_lowercase))))\n",
-      "    g.play_game()\n",
-      "    if g.game_won:\n",
-      "        wins += 1\n",
-      "print(wins)"
-     ],
-     "language": "python",
-     "metadata": {},
-     "outputs": [
-      {
-       "output_type": "stream",
-       "stream": "stdout",
-       "text": [
-        "10\n"
-       ]
-      }
-     ],
-     "prompt_number": 80
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [],
-     "language": "python",
-     "metadata": {},
-     "outputs": []
-    }
-   ],
-   "metadata": {}
-  }
- ]
-}
\ No newline at end of file