I have a 2D NumPy array in which I would like to randomly replace a few data points with different values. How do to do that for a general NumPy 2D array?
Example: Randomly replace 6 data elements of A having value 1 with value 2.
Input-
A = [
[1,1,1,1,1,0,0,1,1],
[1,0,1,0,1,1,0,1,1],
[0,1,1,1,1,1,1,1,0],
[1,1,1,1,1,0,0,1,1],
[1,1,0,0,1,0,0,1,1],
[1,1,1,1,1,0,0,1,1],
]
Output-
A'= [
[1,1,1,2,1,0,0,1,2],
[1,0,1,0,1,1,0,1,1],
[0,1,1,1,1,1,1,1,0],
[1,1,1,2,1,0,0,1,1],
[1,1,0,0,1,0,0,1,2],
[2,1,1,1,1,0,0,1,2],
]
How to achieve this using Numpy with few lines of code? Any help would be appreciated.
Aucun commentaire:
Enregistrer un commentaire