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python - AttributeError：导入sklearn库时模块'numpy'没有属性'testing'

问题描述

我已将 numpy 与 sklearn 库一起导入，但出现错误 AttributeError: module 'numpy' has no attribute 'testing'

如果我从我的代码中删除 sklearn 库，它可以运行良好。

代码是这样的：

import numpy as np
from kumparanian import ds
from sklearn.feature_extraction.text import TfidfVectorizer, TfidfTransformer, CountVectorizer, HashingVectorizer

追溯：

File "<ipython-input-37-76f2395d81c0>", line 1, in <module>
    runfile('C:/Users/LENOVO/Downloads/ds_assessment_v2/model.py', wdir='C:/Users/LENOVO/Downloads/ds_assessment_v2')

  File "C:\Users\LENOVO\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 705, in runfile
    execfile(filename, namespace)

  File "C:\Users\LENOVO\Anaconda3\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile
    exec(compile(f.read(), filename, 'exec'), namespace)

  File "C:/Users/LENOVO/Downloads/ds_assessment_v2/model.py", line 41, in <module>
    from sklearn.feature_extraction.text import TfidfVectorizer, TfidfTransformer, CountVectorizer, HashingVectorizer

  File "C:\Users\LENOVO\AppData\Roaming\Python\Python36\site-packages\sklearn\__init__.py", line 76, in <module>
    from .base import clone

  File "C:\Users\LENOVO\AppData\Roaming\Python\Python36\site-packages\sklearn\base.py", line 16, in <module>
    from .utils import _IS_32BIT

  File "C:\Users\LENOVO\AppData\Roaming\Python\Python36\site-packages\sklearn\utils\__init__.py", line 13, in <module>
    from scipy.sparse import issparse

  File "C:\Users\LENOVO\Anaconda3\lib\site-packages\scipy\sparse\__init__.py", line 228, in <module>
    from .base import *

  File "C:\Users\LENOVO\Anaconda3\lib\site-packages\scipy\sparse\base.py", line 9, in <module>
    from scipy._lib._numpy_compat import broadcast_to

  File "C:\Users\LENOVO\Anaconda3\lib\site-packages\scipy\_lib\_numpy_compat.py", line 17, in <module>
    _assert_warns = np.testing.assert_warns
AttributeError: module 'numpy' has no attribute 'testing'

每一个建议都非常感谢。

标签： pythonnumpyscikit-learn

解决方案

numpy.training在第一次，您可以通过测试以下代码来检查您是否有问题：

import numpy as np
print(numpy.testing)

哪个应该返回：

<module 'numpy.testing' from '[Python_directory]\\lib\\site-packages\\numpy\\testing\\__init__.py'>

如果您遇到与以前相同的错误 ( AttributeError: module 'numpy' has no attribute 'testing')，那么您可能会尝试更新 numpy，因为它看起来像您缺少模块numpy.testing。

告诉我们该操作的结果，以便我们为您提供帮助。

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