from hmm import BrownCorpus
import re
import time
def get_user_input():
return re.sub(r"([\.,?])", r" \1 ", input("\033[95mEnter your sentence ('stop' to exit): \033[0m"))
start_time = time.time()
hmm = BrownCorpus()
end_time = time.time()
print("(time to initialize BrownCorpus: %s)" % (end_time - start_time))
user_input = get_user_input()
while user_input != "stop":
start_time = time.time()
sentence = user_input.split()
y = hmm.get_tag_sequence(sentence)
end_time = time.time()
if y == "":
print("Please input text and retry")
else:
print("==> The best tag sequence is:", y)
print("(time to tag this sentence: %s)" % (end_time - start_time))
from hmm import BrownCorpus
import re
import time
def get_user_input():
return re.sub(
r"([\.,?])", r" \1 ",
input("\033[95mEnter your sentence ('stop' to exit): \033[0m"))
start_time = time.time()
hmm = BrownCorpus()
end_time = time.time()
print('(time to initialize BrownCorpus: %s)' % (end_time - start_time))
user_input = get_user_input()
while user_input != 'stop':
start_time = time.time()
sentence = user_input.split()
y = hmm.get_tag_sequence(sentence)
end_time = time.time()
if y == '':
print("Please input text and retry")
else:
print("==> The best tag sequence is:", y)
from hmm import BrownCorpus
import time
s = time.time()
hmm = BrownCorpus()
hmm.test_tag_sequence('test', 'test_result')
hmm.test_accuracy('test_result')
e = time.time()
print('elapsed time:', e-s)
from hmm import BrownCorpus
import time
s = time.time()
hmm = BrownCorpus()
sentence = "Ask jail deputies"
y = hmm.get_tag_sequence(sentence.split())
print(y)
e = time.time()
print('elapsed time:', e-s)
from hmm import BrownCorpus
import time
s = time.time()
hmm = BrownCorpus()
hmm.test_tag_sequence('test', 'test_result')
hmm.test_accuracy('test_result')
e = time.time()
print('elapsed time:', e - s)
