Python numpy Code:
import numpy as np
array1 = np.array([10, 22, 12])
array2 = np.array([[4, 2], [16, 22]])
result = array1 + array2
Error
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
Cell In[51], line 6
3 array1 = np.array([10, 22, 12])
4 array2 = np.array([[4, 2], [16, 22]])
----> 6 result = array1 + array2
ValueError: operands could not be broadcast together with shapes (3,) (2,2)
Reason for the Error:
As we are trying to perform operations on arrays (which can be lists as well) that are of incompatible shapes.
Fix:
We need to make sure that the shapes of the arrays you are performing operations on are compatible. If they are not, we reshape or transpose them to make the operation valid.
![ValueError- operands could not be broadcast together with shapes ValueError- operands could not be broadcast together with shapes](https://code2care.org/python/fix-valueerror-operands-cound-not-be-broadcast-together-with-shapes-numpy/images/ValueError- operands could not be broadcast together with shapes.jpg)
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