def main():
wordbank2 = {
'Det': ['the', 'this', 'that', 'each', 'every', 'another'],
'Ord': ['first', 'second', 'last', 'middle', 'third', 'final', 'penultimate'],
'Adj': ['green', 'blue', 'illiterate', 'cheerful', 'elated', 'ethereal', 'transliterated', 'randy', 'greasy'],
'SingNoun': ['duck', 'ant', 'egg', 'window', 'cereal', 'AI project', 'ulna', 'trenchcoat', 'denture'],
'SingPropNoun': ['Jack', 'Jill', 'Fred', 'George', 'Doris', 'Illuminati', 'Big Brother', 'Arcady Ivanovich'],
'AdvPlace': ['here', 'there', 'everywhere'],
'AdvTimePres': ['today', 'Friday', 'this week', 'sometime'],
'AdvTimePast': ['yesterday', 'last Wednesday', 'last month']
}
wordbank3 = {
'Det': ['the', 'this', 'that', 'every', 'another', 'a single'],
'Ord': ['fourth', 'eleventh', 'last', 'middle', 'third', 'final', 'penultimate'],
'Adj': ['red', 'blue', 'winning', 'cheerful', 'elated', 'big', 'little', 'scared', 'rare', 'mucosal',
'phallic'],
'SingNoun': ['spider', 'bucket', 'steak', 'milk', 'computer', 'snowman', 'milksteak', 'funnel', 'babycarrot'],
'SingPropNoun': ['Brendan', 'Ed', 'Jimmy', 'Hannah', 'Ryan', 'Helena', 'Svetlana', 'Pamela', 'Vladimir'],
'AdvDeg': ['very', 'mostly', 'rarely', 'never']
}
skeleton_gram_str2 = ''.join(open('species2.pcfg'))
skeleton_gram_str3 = ''.join(open('species3.pcfg'))
for w in wordbank2.keys():
skeleton_gram_str2 = addterminals(skeleton_gram_str2, w, wordbank2[w])
for w in wordbank3.keys():
skeleton_gram_str3 = addterminals(skeleton_gram_str3, w, wordbank3[w])
user1 = environment.User('/u/_junebug_', None, True, None, True)
prod1 = Producer(user1, skeleton_gram_str2, wordbank2)
user1.producer = prod1
user2 = environment.User('/u/_gstring_', None, True, None, True)
prod2 = Producer(user2, skeleton_gram_str3, wordbank3)
user2.producer = prod2
user1.evaluator = evaluator.Evaluator([A(), L(), T(), W(['spider', 'Ryan', 'Doris'], ['little', 'elated']), B(user1)], user1)
user2.evaluator = evaluator.Evaluator([A(), L(), T(), W(['Ed', 'steak', 'never'], ['funnel', 'milk', 'green']), B(user2)], user2)
# run 5 'iterations'
posts = []
for i in range(50):
if i % 10 == 0:
prod1.parent_grammar.mutate()
prod2.parent_grammar.mutate()
user1.evaluate_iteration(posts)
user2.evaluate_iteration(posts)
posts = []
posts.append(prod1.parent_grammar.make_post('1', i//10))
posts.append(prod2.parent_grammar.make_post('2', i//10))
def main():
rules = [('Det', ['the', 'this', 'that', 'each', 'every', 'another']),
('Ord', [
'first', 'second', 'last', 'middle', 'third', 'final',
'penultimate'
]), ('Adj', ['green', 'blue', 'winning', 'cheerful', 'elated']),
('SingNoun',
['duck', 'ant', 'egg', 'window', 'cereal', 'AI project']),
('SingPropNoun', ['Jack', 'Jill', 'Fred', 'George']),
('Prep', ['on', 'for', 'from', 'by', 'with']),
('AdvPlace', ['here', 'there', 'everywhere']),
('AdvTimePres', ['today', 'Friday', 'this week', 'sometime']),
('AdvTimePast', ['yesterday', 'last Wednesday', 'last month'])]
skeleton_gram_str = ''.join(open('species2.pcfg'))
for r in rules:
skeleton_gram_str = addterminals(skeleton_gram_str, r[0], r[1])
prod = Producer('/u/_junebug_', skeleton_gram_str)
print(prod.parent_grammar.grammar)
p = choice(prod.parent_grammar.grammar.productions())
prod.parent_grammar.add_new(
[nltk.ProbabilisticProduction(p.lhs(), ['hii'], prob=0.3)])
print(prod.parent_grammar.grammar)
def getGString():
wordbank = {
'Det': ['the', 'this', 'that', 'every', 'another', 'a single'],
'Ord': [
'fourth', 'eleventh', 'last', 'middle', 'third', 'final',
'penultimate'
],
'Adj': [
'red', 'blue', 'winning', 'cheerful', 'elated', 'big', 'little',
'scared', 'rare', 'mucosal', 'phallic'
],
'SingNoun': [
'spider', 'bucket', 'steak', 'milk', 'computer', 'snowman',
'milksteak', 'funnel', 'babycarrot'
],
'SingPropNoun': [
'Brendan', 'Ed', 'Jimmy', 'Hannah', 'Ryan', 'Helena', 'Svetlana',
'Pamela', 'Vladimir'
],
'AdvDeg': ['very', 'mostly', 'rarely', 'never']
}
skeleton_gram_str = ''.join(open('species3.pcfg'))
for w in wordbank.keys():
skeleton_gram_str = addterminals(skeleton_gram_str, w, wordbank[w])
return skeleton_gram_str, wordbank
def getGString():
wordbank = {
'Det': ['the', 'this', 'that', 'each', 'every', 'another'],
'Ord':
['first', 'second', 'last', 'middle', 'third', 'final', 'penultimate'],
'Adj': [
'green', 'blue', 'illiterate', 'cheerful', 'elated', 'ethereal',
'transliterated', 'randy', 'greasy'
],
'SingNoun': [
'duck', 'ant', 'egg', 'window', 'cereal', 'AI project', 'ulna',
'trenchcoat', 'denture'
],
'SingPropNoun': [
'Jack', 'Jill', 'Fred', 'George', 'Doris', 'Illuminati',
'Big Brother', 'Arcady Ivanovich'
],
'AdvPlace': ['here', 'there', 'everywhere'],
'AdvTimePres': ['today', 'Friday', 'this week', 'sometime'],
'AdvTimePast': ['yesterday', 'last Wednesday', 'last month']
}
skeleton_gram_str = ''.join(open('species2.pcfg'))
for w in wordbank.keys():
skeleton_gram_str = addterminals(skeleton_gram_str, w, wordbank[w])
return skeleton_gram_str, wordbank
def getGString():
wordbank = {
'Det': ['the', 'a', 'this', 'all'
'each', 'another', 'any'],
'Card': ['one', 'four', 'twenty'],
'Ord': ['first', 'last', 'second', 'next', 'other'],
'Quant': ['many', 'few'],
'Adj': [
'smelly', 'hunky', 'smart', 'free', 'hungry', 'tasty', 'evil',
'loving'
],
'SingNoun': [
'computer', 'freedom', 'cube', 'stream', 'planet', 'aventurine',
'nose', 'hunk', 'hyperbolic plane'
],
'SingPropNoun': ['Joe', 'Jake', 'Brendan', 'Adam Eck'],
'SubPersPro': ['he', 'she', 'they', 'it'],
'PosPro': ['him', 'her', 'my', 'them', 'it'],
'LV': [
'appears', 'becomes', 'grows', 'smells', 'sounds', 'tastes',
'feels', 'remains'
]
}
skeleton_gram_str = ''.join(open('species1.pcfg'))
for w in wordbank.keys():
skeleton_gram_str = addterminals(skeleton_gram_str, w, wordbank[w])
return skeleton_gram_str, wordbank
def getGString():
wordbank = {
'Det': ['the', 'this', '\'dis', 'each', 'every', 'another'],
'Ord': ['first', 'ninth', 'tenth', 'third', 'final'],
'Adj': [
'yellow', 'slimy', 'gross', 'disgusting', 'hip', 'jovial',
'lovely', 'honest', 'wet', 'blotto', 'spooky'
],
'SingNoun': [
'hair', 'kiosk', 'water', 'sludge', 'pond', 'simulation', 'horse',
'syndicate', 'bulldog'
],
'SingPropNoun': [
'Jim', 'Bob', 'Adam', 'Sally', 'Jeb!', 'Cher', 'Charles Shaw',
'Leonard,'
'Gordon Ramsay'
],
'VintPast': [
'disappeared', 'agreed', 'waited', 'vomited', 'flailed', 'slept',
'died'
],
'VintPres':
['vanishes', 'eats', 'stands', 'frolics', 'sleeps', 'fumbles'],
'VintFut':
['will appear', 'will live', 'will prevail', 'will sleep', 'will go'],
'Adverb': [
'quickly', 'properly', 'sneakily', 'simply', 'courageously',
'covertly'
]
}
skeleton_gram_str = ''.join(open('species4.pcfg'))
for w in wordbank.keys():
skeleton_gram_str = addterminals(skeleton_gram_str, w, wordbank[w])
return skeleton_gram_str, wordbank
def getGString():
walt = nltk.pos_tag(gutenberg.words('whitman-leaves.txt'))
skeleton_gram_string = ''.join(open('species1.pcfg'))
skeleton_gram_string = addterminals(
skeleton_gram_string, 'Det',
['the', 'a', 'this', 'all'
'each', 'another', 'any'])
skeleton_gram_string = addterminals(skeleton_gram_string, 'Card',
['one', 'four', 'twenty'])
skeleton_gram_string = addterminals(
skeleton_gram_string, 'Ord',
['first', 'last', 'second', 'next', 'other'])
skeleton_gram_string = addterminals(skeleton_gram_string, 'Quant',
['many', 'few'])
skeleton_gram_string = addterminals(
skeleton_gram_string, 'Adj',
sample(
set([
word for (word, tag) in walt if tag == 'JJ' and len(word) > 3
]), 25))
skeleton_gram_string = addterminals(
skeleton_gram_string, 'SingNoun',
sample(
set([
word for (word, tag) in walt if tag == 'NN' and len(word) > 3
]), 40))
skeleton_gram_string = addterminals(skeleton_gram_string, 'SingPropNoun',
['Joe', 'Jake', 'Brendan', 'Adam Eck'])
skeleton_gram_string = addterminals(
skeleton_gram_string, 'Prep',
['on', 'in', 'over', 'through', 'around', 'like'])
skeleton_gram_string = addterminals(skeleton_gram_string, 'PersPro',
['he', 'she', 'they', 'it'])
skeleton_gram_string = addterminals(skeleton_gram_string, 'PosPro',
['him', 'her', 'my', 'them', 'it'])
skeleton_gram_string = addterminals(skeleton_gram_string, 'LV', [
'appears', 'becomes', 'grows', 'smells', 'sounds', 'tastes', 'feels',
'remains'
])
#prod = Producer('/u/_junebug_', skeleton_gram_string)
#for i in range(10):
# print(prod.parent_grammar.get_post())
return skeleton_gram_string
def main():
wordbank2 = {
'Det' : ['the', 'this', 'that', 'each', 'every', 'another'],
'Ord' : ['first', 'second', 'last', 'middle', 'third', 'final', 'penultimate'],
'Adj' : ['green', 'blue', 'illiterate', 'cheerful', 'elated', 'ethereal', 'transliterated', 'randy', 'greasy'],
'SingNoun' : ['duck', 'ant', 'egg', 'window', 'cereal', 'AI project', 'ulna', 'trenchcoat', 'denture'],
'SingPropNoun' : ['Jack', 'Jill', 'Fred', 'George', 'Doris', 'Illuminati', 'Big Brother', 'Arcady Ivanovich'],
'AdvPlace' : ['here', 'there', 'everywhere'],
'AdvTimePres' : ['today', 'Friday', 'this week', 'sometime'],
'AdvTimePast' : ['yesterday', 'last Wednesday', 'last month']
}
wordbank3 = {
'Det' : ['the', 'this', 'that', 'every', 'another', 'a single'],
'Ord' : ['fourth', 'eleventh', 'last', 'middle', 'third', 'final', 'penultimate'],
'Adj' : ['red', 'blue', 'winning', 'cheerful', 'elated', 'big', 'little', 'scared', 'rare', 'mucosal', 'phallic'],
'SingNoun' : ['spider', 'bucket', 'steak', 'milk', 'computer', 'snowman', 'milksteak', 'funnel', 'babycarrot'],
'SingPropNoun' : ['Brendan', 'Ed', 'Jimmy', 'Hannah', 'Ryan', 'Helena', 'Svetlana', 'Pamela', 'Vladimir'],
'AdvDeg' : ['very', 'mostly', 'rarely', 'never']
}
skeleton_gram_str2 = ''.join(open('species2.pcfg'))
skeleton_gram_str3 = ''.join(open('species3.pcfg'))
for w in wordbank2.keys():
skeleton_gram_str2 = addterminals(skeleton_gram_str2, w, wordbank2[w])
for w in wordbank3.keys():
skeleton_gram_str3 = addterminals(skeleton_gram_str3, w, wordbank3[w])
user1 = environment.User('/u/_junebug_', None, True, None, True)
prod1 = Producer(user1, skeleton_gram_str2, wordbank2)
user1.producer = prod1
user2 = environment.User('/u/_gstring_', None, True, None, True)
prod2 = Producer(user2, skeleton_gram_str3, wordbank3)
user2.producer = prod2
user1.buddies = [user2]
user2.buddies = [user1]
##### Mutate Tests #####
# for i in range(100):
# prod1.parent_grammar.mutate_weights()
# prod2.parent_grammar.mutate_weights()
# print(prod1.parent_grammar.grammar)
# print('_----------_')
# print(prod2.parent_grammar.grammar)
# for i in range(30):
# prod1.parent_grammar.add_new([prod1.parent_grammar._getnewword()])
# prod1.parent_grammar.mutate_weights()
# print(prod1.parent_grammar.grammar)
# for i in range(100):
# bw = prod2.parent_grammar._getbudword(user1.producer)
# if bw is not None:
# prod2.parent_grammar.add_new([bw])
# prod2.parent_grammar.mutate_weights()
# print(prod2.parent_grammar.grammar)
# for i in range(3):
# prod1.parent_grammar.merge(prod1.parent_grammar._getsep(), prod2)
# prod1.parent_grammar.separate()
#print(prod1.parent_grammar.grammar)
for i in range(200):
prod1.parent_grammar.mutate()
prod2.parent_grammar.mutate()
print(prod1.parent_grammar.grammar)
print('_----------_')
print(prod2.parent_grammar.grammar)
for i in range(10):
print(prod1.parent_grammar.get_post())
print()
print(prod2.parent_grammar.get_post())
print()
