{
"metadata": {
"name": "",
- "signature": "sha256:b93ed7f85302bd806b23e539f31a6d8afd7554cafe052439a06de6aa5a19b08d"
+ "signature": "sha256:07f366ec645d178071697c25c43d438fd80cf3a676ad9bd8d7613f5bfa36adf5"
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"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 12
+ "prompt_number": 3
},
{
"cell_type": "code",
" 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",
"output_type": "stream",
"stream": "stdout",
"text": [
- "55\n"
+ "43\n"
]
}
],
"output_type": "stream",
"stream": "stdout",
"text": [
- "336\n"
+ "316\n"
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}
],
"output_type": "stream",
"stream": "stdout",
"text": [
- "4\n"
+ "5\n"
]
}
],
"language": "python",
"metadata": {},
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+ "prompt_number": 11
},
{
"cell_type": "code",
{
"metadata": {},
"output_type": "pyout",
- "prompt_number": 18,
+ "prompt_number": 12,
"text": [
"Counter({'s': 91332, 'e': 88692, 'i': 66900, 'a': 64468, 'r': 57460, 'n': 57128, 't': 52949, 'o': 49121, 'l': 40995, 'c': 31854, 'd': 28505, 'u': 26372, 'g': 22693, 'm': 22549, 'p': 22249, 'h': 19337, 'b': 15540, 'y': 12652, 'f': 10679, 'k': 8386, 'v': 8000, 'w': 7505, 'x': 2125, 'z': 2058, 'j': 1950, 'q': 1536})"
]
}
],
- "prompt_number": 18
+ "prompt_number": 12
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{
"cell_type": "code",
]
}
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+ "prompt_number": 13
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "451\n"
+ "473\n"
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}
],
- "prompt_number": 20
+ "prompt_number": 14
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{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 33
+ "prompt_number": 15
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "485\n"
+ "489\n"
]
}
],
- "prompt_number": 34
+ "prompt_number": 16
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 51
+ "prompt_number": 17
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "985\n"
+ "979\n"
]
}
],
- "prompt_number": 52
+ "prompt_number": 18
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 50
+ "prompt_number": 19
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 62
+ "prompt_number": 20
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "491\n"
+ "512\n"
]
}
],
- "prompt_number": 63
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "g.player.candidate_words"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 59,
- "text": [
- "['a']"
- ]
- }
- ],
- "prompt_number": 59
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "g.wrong_letters"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 61,
- "text": [
- "['a']"
- ]
- }
- ],
- "prompt_number": 61
+ "prompt_number": 21
},
{
"cell_type": "code",
" self.ordered_letters = self.ordered_letters[:ri] + self.ordered_letters[ri+1:]\n",
" \n",
" def filter_candidate_words(self, discovered, missed):\n",
- " if missed:\n",
- " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
+ " attempted_letters = list(set(l.lower() for l in discovered + missed if l in string.ascii_letters))\n",
+ " if attempted_letters:\n",
+ " exclusion_pattern = '[^' + ''.join(attempted_letters) + ']'\n",
" else:\n",
- " exclusion_pattern = ''\n",
- " exp = re.compile('^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$')\n",
+ " exclusion_pattern = '.'\n",
+ " exp = re.compile('^' + ''.join(discovered).replace('_', exclusion_pattern) + '$')\n",
" self.candidate_words = [w for w in self.candidate_words if exp.match(w)]\n",
" \n",
" def set_ordered_letters(self):\n",
" counts = collections.Counter(l.lower() for l in ''.join(self.candidate_words) if l in string.ascii_letters)\n",
- " self.ordered_letters = [p[0] for p in counts.most_common()]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 109
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "def fcw(words, discovered, missed):\n",
- " if missed:\n",
- " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
- " else:\n",
- " exclusion_pattern = ''\n",
- " exp = re.compile('^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$')\n",
- " return [w for w in words if exp.match(w)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 97
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "def fcwp(discovered, missed):\n",
- " if missed:\n",
- " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
- " else:\n",
- " exclusion_pattern = ''\n",
- " return '^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$'"
+ " self.ordered_letters = [p[0] for p in counts.most_common()]\n"
],
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 102
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "fcwp(['h', '_', 'p', '_'], ['x', 'w'])"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 103,
- "text": [
- "'^(?!.*[xw])h.p.$'"
- ]
- }
- ],
- "prompt_number": 103
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "re.match('^(?!.*[xw])h.p.$', 'hwpe')"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 101
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "re.match('^(?!.*[xw])h.p.$', 'hape')"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 104,
- "text": [
- "<_sre.SRE_Match object; span=(0, 4), match='hape'>"
- ]
- }
- ],
- "prompt_number": 104
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "fcw(WORDS, ['h', '_', 'p', '_'], ['x', 'w', 's'])"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 108,
- "text": [
- "['hope', 'hype', 'hypo']"
- ]
- }
- ],
- "prompt_number": 108
+ "prompt_number": 22
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "992\n"
+ "990\n"
]
}
],
- "prompt_number": 110
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%%timeit\n",
- "\n",
- "wins = 0\n",
- "for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptiveIncludedLetters(WORDS))\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": [
- "984\n",
- "979"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "982"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "979"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "1 loops, best of 3: 52.9 s per loop\n"
- ]
- }
- ],
- "prompt_number": 111
+ "prompt_number": 23
},
{
"cell_type": "code",
"stream": "stdout",
"text": [
"986\n",
- "991"
+ "996"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "989"
+ "991"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "989"
+ "990"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "1 loops, best of 3: 44.7 s per loop\n"
+ "1 loops, best of 3: 57.2 s per loop\n"
]
}
],
- "prompt_number": 112
+ "prompt_number": 24
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 174
+ "prompt_number": 25
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 175
+ "prompt_number": 26
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 176
+ "prompt_number": 27
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 177
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class PlayerAdaptivePatternNegLookahead(PlayerAdaptive):\n",
- " def filter_candidate_words(self, discovered, missed):\n",
- " if missed:\n",
- " exclusion_pattern = '(?!.*[' + ''.join(missed) + '])'\n",
- " else:\n",
- " exclusion_pattern = ''\n",
- " exp = re.compile('^' + exclusion_pattern + ''.join(discovered).replace('_', '.') + '$')\n",
- " self.candidate_words = [w for w in self.candidate_words if exp.match(w)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 195
+ "prompt_number": 28
},
{
"cell_type": "code",
"language": "python",
"metadata": {},
"outputs": [],
- "prompt_number": 196
+ "prompt_number": 29
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "453\n",
- "494"
+ "463\n",
+ "492"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "505"
+ "451"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "477"
+ "448"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "1 loops, best of 3: 24.3 s per loop\n"
+ "1 loops, best of 3: 30.9 s per loop\n"
]
}
],
- "prompt_number": 179
+ "prompt_number": 30
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "984\n",
- "983"
+ "985\n",
+ "972"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "985"
+ "976"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "982"
+ "986"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "1 loops, best of 3: 52.9 s per loop\n"
+ "1 loops, best of 3: 1min 8s per loop\n"
]
}
],
- "prompt_number": 180
+ "prompt_number": 31
},
{
"cell_type": "code",
"output_type": "stream",
"stream": "stdout",
"text": [
- "535\n",
- "509"
+ "502\n",
+ "491"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "519"
+ "537"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "507"
+ "524"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "1 loops, best of 3: 11min 14s per loop\n"
+ "1 loops, best of 3: 13min 6s per loop\n"
]
}
],
- "prompt_number": 181
+ "prompt_number": 32
},
{
"cell_type": "code",
"stream": "stdout",
"text": [
"993\n",
- "990"
+ "991"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "992"
+ "994"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "994"
+ "989"
]
},
{
"stream": "stdout",
"text": [
"\n",
- "1 loops, best of 3: 44.1 s per loop\n"
+ "1 loops, best of 3: 56.6 s per loop\n"
]
}
],
- "prompt_number": 197
+ "prompt_number": 33
},
{
"cell_type": "code",
"collapsed": false,
"input": [
- "%%timeit\n",
- "\n",
- "wins = 0\n",
"for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptivePatternNegLookahead(WORDS))\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
" g.play_game()\n",
- " if g.game_won:\n",
- " wins += 1\n",
- "print(wins)"
+ " if not g.game_won:\n",
+ " print(g.target, g.discovered, g.wrong_letters)"
],
"language": "python",
"metadata": {},
"output_type": "stream",
"stream": "stdout",
"text": [
- "989\n",
- "993"
+ "jutting ['_', 'u', 't', 't', 'i', 'n', 'g'] ['e', 'a', 'o', 'l', 's', 'f', 'p', 'b', 'c', 'r']\n",
+ "faze"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
- "\n",
- "994"
+ " ['_', 'a', '_', 'e'] ['r', 'l', 'm', 'p', 's', 'g', 'b', 'd', 'v', 'k']\n",
+ "fate"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
- "\n",
- "993"
+ " ['_', 'a', '_', 'e'] ['r', 'l', 'm', 'p', 's', 'g', 'b', 'd', 'v', 'k']\n",
+ "dunk"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
- "\n",
- "1 loops, best of 3: 46 s per loop\n"
+ " ['_', 'u', 'n', 'k'] ['e', 's', 'o', 'a', 'i', 'l', 'f', 'r', 'j', 'p']\n",
+ "loons"
]
- }
- ],
- "prompt_number": 198
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "for _ in range(1000):\n",
- " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
- " g.play_game()\n",
- " if not g.game_won:\n",
- " print(g.target, g.discovered, g.wrong_letters)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
+ },
{
"output_type": "stream",
"stream": "stdout",
"text": [
- "rutted ['_', 'u', 't', 't', 'e', 'd'] ['a', 'o', 'i', 'l', 's', 'g', 'b', 'j', 'n', 'p']\n",
- "cur"
+ " ['_', 'o', 'o', 'n', 's'] ['e', 't', 'k', 'm', 'p', 'd', 'f', 'c', 'b', 'g']\n",
+ "lab"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
- " ['_', 'u', '_'] ['a', 'o', 'e', 'i', 'b', 'g', 'n', 'm', 'p', 't']\n",
- "wiles"
+ " ['_', 'a', 'b'] ['t', 'p', 'g', 'w', 'm', 'd', 'y', 'r', 'c', 'n']\n",
+ "joked"
]
},
{
"output_type": "stream",
"stream": "stdout",
"text": [
- " ['_', 'i', '_', 'e', 's'] ['a', 'm', 'n', 'v', 't', 'r', 'k', 'f', 'p', 'd']\n",
- "oak"
+ " ['_', 'o', 'k', 'e', 'd'] ['s', 'a', 'w', 'p', 't', 'r', 'h', 'b', 'y', 'c']\n"
]
- },
+ }
+ ],
+ "prompt_number": 34
+ },
+ {
+ "cell_type": "code",
+ "collapsed": false,
+ "input": [
+ "iterations = 10000\n",
+ "wins = 0\n",
+ "for _ in range(iterations):\n",
+ " g = Game(random.choice(WORDS), player=PlayerAdaptivePattern(WORDS))\n",
+ " g.play_game()\n",
+ " if g.game_won:\n",
+ " wins += 1\n",
+ "print(wins / iterations)"
+ ],
+ "language": "python",
+ "metadata": {},
+ "outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
- " ['_', 'a', '_'] ['t', 'p', 'g', 'w', 'd', 'y', 'r', 'm', 'b', 's']\n"
+ "0.9923\n"
]
}
],
- "prompt_number": 217
+ "prompt_number": 35
},
{
"cell_type": "code",
projects / cas-master-teacher-training.git / blobdiff