def initialize_weights():
global WA, W, curr_W_index
print('counting words')
uniq_word = open(uniq_words_file)
uniq_path = open(uniq_paths_file)
curr_W_index = 0
for a in A:
WA[a] = curr_W_index
curr_W_index += 1
for p in uniq_path:
p = p.strip('\n')
WA[p] = curr_W_index
curr_W_index += 1
paths.append(p)
for q in uniq_word:
for word in q.split():
if word not in W:
W[word] = curr_W_index
curr_W_index += 1
print('initializing weights')
###THIS ONE MAKES NEW RANDOM WEIGHTS
#stdout.flush()
#qae.initialize(max_W_index, features)
qae.loadweights()
print("curr_W_index, length W, length WA, features ", curr_W_index, len(W), len(WA), features)
print('%s Words' % len(W))
print('%s Answers' % len(A))
print('%s Paraphrase Sets' % len(P))
def __init__(self):
self.webquestions_test_file = '../Data/wq.txt'
#self.webquestions_test_file = '../Preprocess/webquestions.examples.train.json'
self.freebase_key_file = '../Data/mid-en-key.txt'
self.freebase_name_file = '../Data/mid-en-name.txt'
self.freebase_name_datafile = '../Data/mid-en-name.dat'
self.word_weight_index_datafile = '../Data/words.dat'
self.answer_weight_index_datafile = '../Data/word_answers.dat'
conn = sqlite3.connect('../Data/Freebase.db')
self.c = conn.cursor()
self.questions, self.answers, self.problems, self.subjects = [], [], [], []
self.loading_webquestions()
self.initialize_freebase_key_mid()
self.initialize_freebase_names()
with open(self.word_weight_index_datafile, 'rb') as f:
self.W = pickle.load(f)
with open(self.answer_weight_index_datafile, 'rb') as f:
self.WA = pickle.load(f)
info("Attempting to load weights.")
qae.loadweights()
info("Loaded weights.")
def __init__(self):
self.webquestions_test_file = '../Data/wq.txt'
#self.webquestions_test_file = '../Preprocess/webquestions.examples.train.json'
self.freebase_key_file = '../Data/mid-en-key.txt'
self.freebase_name_file = '../Data/mid-en-name.txt'
self.freebase_name_datafile = '../Data/mid-en-name.dat'
self.word_weight_index_datafile = '../Data/words.dat'
self.answer_weight_index_datafile = '../Data/word_answers.dat'
conn = sqlite3.connect('../Data/Freebase.db')
self.c = conn.cursor()
self.questions, self.answers, self.problems, self.subjects = [], [], [], []
self.loading_webquestions()
self.initialize_freebase_key_mid()
self.initialize_freebase_names()
with open(self.word_weight_index_datafile, 'rb') as f:
self.W = pickle.load(f)
with open(self.answer_weight_index_datafile, 'rb') as f:
self.WA = pickle.load(f)
info("Attempting to load weights.")
qae.loadweights()
info("Loaded weights.")