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# -*- coding: utf-8 -*- | ||
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from gensim.models import word2vec | ||
from gensim import models | ||
import logging | ||
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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) | ||
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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") | ||
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while True: | ||
try: | ||
query = input() | ||
q_list = query.split() | ||
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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])) | ||
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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)) | ||
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if __name__ == "__main__": | ||
main() |