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Make dir 'model' show on github.
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zake7749 committed Jun 4, 2017
1 parent 07e2ecb commit e30eadb
Showing 1 changed file with 41 additions and 0 deletions.
41 changes: 41 additions & 0 deletions Chatbot/model/test.py
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# -*- coding: utf-8 -*-

from gensim.models import word2vec
from gensim import models
import logging

def main():
logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO)
model = models.Word2Vec.load_word2vec_format('ch-corpus-3sg.bin',binary=True)

print("提供 3 種測試模式\n")
print("輸入一個詞,則去尋找前一百個該詞的相似詞")
print("輸入兩個詞,則去計算兩個詞的餘弦相似度")
print("輸入三個詞,進行類比推理")

while True:
try:
query = input()
q_list = query.split()

if len(q_list) == 1:
print("相似詞前 20 排序")
res = model.most_similar(q_list[0],topn = 20)
for item in res:
print(item[0]+","+str(item[1]))

elif len(q_list) == 2:
print("計算 Cosine 相似度")
res = model.similarity(q_list[0],q_list[1])
print(res)
else:
print("%s之於%s,如%s之於" % (q_list[0],q_list[2],q_list[1]))
res = model.most_similar([q_list[0],q_list[1]], [q_list[2]], topn= 100)
for item in res:
print(item[0]+","+str(item[1]))
print("----------------------------")
except Exception as e:
print(repr(e))

if __name__ == "__main__":
main()

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