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Determine whether a numpy array exclusively consists of zeroes.

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• python

asked 2023-03-27 11:00:00 +0000

plato
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answered 2023-03-30 00:00:00 +0000

lakamha
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You can use the numpy function np.count_nonzero to count the number of non-zero elements in an array. If the count is 0, then the array consists exclusively of zeros.

Here's an example:

import numpy as np # Example array a = np.zeros((3, 4)) # Check if array exclusively consists of zeros if np.count_nonzero(a) == 0: print("Array contains only zeros") else: print("Array contains at least one non-zero element") 

Output:

Array contains only zeros

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