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np.where

>>> a = np.arange(10)
>>> a
array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])
>>> np.where(a < 5, a, 10*a)
array([ 0,  1,  2,  3,  4, 50, 60, 70, 80, 90])
Comment

np where and

In [1]: my_array = arange(10)

In [2]: where((my_array > 3) & (my_array < 7))
Out[2]: (array([4, 5, 6]),)
Comment

np.where

np.where([[True, False], [True, True]],
...          [[1, 2], [3, 4]],
...          [[9, 8], [7, 6]])
array([[1, 8],
       [3, 4]])
Comment

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