Feature/data api #2
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reyoung
commented
Jan 14, 2017
| @@ -62,9 +72,36 @@ class Categories(object): | |||
| __md5__[Automotive] = '757fdb1ab2c5e2fc0934047721082011' | |||
| __md5__[Baby] = '7698a4179a1d8385e946ed9083490d22' | |||
| __md5__[Beauty] = '5d2ccdcd86641efcfbae344317c10829' | |||
| __md5__[Books] = 'bc1e2aa650fe51f978e9d3a7a4834bc6' | |||
| return h.hexdigest() | ||
| def preprocess(category=None, directory=None): | ||
| """ | ||
| Download and preprocess amazon reviews data set. Save the preprocessed |
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预处理
将评论数据tokenize，计算字典，映射成词的id，并且将评分全部存入hdf5
| return self.__sentence__[ | ||
| idx], self.__label__ >= self.__positive_threshold__ | ||
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| def train_data(self): |
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train_data会返回一个generator，每次返回一条训练数据
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| class AmazonReviewsTest(unittest.TestCase): | ||
| def test_read_data(self): |
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