python - AttributeError:模块“numpy”没有属性“testing”
问题描述
上周我能够在 Python 3.7.2 中运行程序就好了。
今天早上我进来,运行相同的程序并得到错误
AttributeError: module 'numpy' has no attribute 'testing'
我重新卸载并安装了 python 3.7.2
然后我做了pip3 install -U scikit-learn scipy matplotlib
,运行了相同的程序,仍然得到这个错误。
整个早上都在谷歌上搜索,尝试不同的东西(当然,重启机器,检查路径)
请帮忙!!!!!!
代码(其他代码触发器也是如此)
# Assigning features and label variables
# First Feature
weather=['Sunny','Sunny','Overcast','Rainy','Rainy','Rainy','Overcast','Sunny','Sunny',
'Rainy','Sunny','Overcast','Overcast','Rainy']
# Second Feature
temp=['Hot','Hot','Hot','Mild','Cool','Cool','Cool','Mild','Cool','Mild','Mild','Mild','Hot','Mild']
# Label or target varible
play=['No','No','Yes','Yes','Yes','No','Yes','No','Yes','Yes','Yes','Yes','Yes','No']
# Import LabelEncoder
from sklearn import preprocessing
# creating labelEncoder
le = preprocessing.LabelEncoder()
# converting string labels into numbers
weather_encoded = le.fit_transform(weather)
print(weather_encoded)
# converting string labels into numbers
temp_encoded = le.fit_transform(temp)
label = le.fit_transform(play)
# combining weather and temp into a single list of tuples
features = list(zip(weather_encoded,temp_encoded))
from sklearn.neighbors import KNeighborsClassifier
model = KNeighborsClassifier(n_neighbors=3)
# Train the model using the training sets
model.fit(features, label)
# Predict Output
predicted = model.predict([[0,2]]) #0:Overcast, 2:Mild
print(predicted)
追溯
e:\ML>python knn.py
Traceback (most recent call last):
File "knn.py", line 16, in <module>
from sklearn import preprocessing
File "C:\Python37-32\lib\site-packages\sklearn\__init__.py", line 64, in <module>
from .base import clone
File "C:\Python37-32\lib\site-packages\sklearn\base.py", line 11, in <module>
import numpy as np
File "C:\Python37-32\lib\site-packages\numpy\__init__.py", line 187, in <module>
from .testing import Tester
File "C:\Python37-32\lib\site-packages\numpy\testing\__init__.py", line 12, in <module>
from ._private.utils import *
File "C:\Python37-32\lib\site-packages\numpy\testing\_private\utils.py", line 16, in <module>
from tempfile import mkdtemp, mkstemp
File "C:\Python37-32\lib\tempfile.py", line 45, in <module>
from random import Random as _Random
File "e:\ML\random.py", line 4, in <module>
from sklearn import datasets
File "C:\Python37-32\lib\site-packages\sklearn\datasets\__init__.py", line 6, in <module>
from .base import load_breast_cancer
File "C:\Python37-32\lib\site-packages\sklearn\datasets\base.py", line 20, in <module>
from ..utils import Bunch
File "C:\Python37-32\lib\site-packages\sklearn\utils\__init__.py", line 10, in <module>
from scipy.sparse import issparse
File "C:\Python37-32\lib\site-packages\scipy\sparse\__init__.py", line 230, in <module>
from .base import *
File "C:\Python37-32\lib\site-packages\scipy\sparse\base.py", line 9, in <module>
from scipy._lib._numpy_compat import broadcast_to
File "C:\Python37-32\lib\site-packages\scipy\_lib\_numpy_compat.py", line 16, in <module>
_assert_warns = np.testing.assert_warns
AttributeError: module 'numpy' has no attribute 'testing'
解决方案
运行额外的导入代码,例如:
import np.testing as npt
npt.assert_array_almost_equal(answer1, answer2 )
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