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Python Exercises

Python NumPy: Replace all elements of numpy array that are greater than specified array

Python NumPy: Array Object Exercise-88 with Solution

Write a Python program to replace all elements of numpy array that are greater than specified array.

Sample Solution:-

Python Code:

import numpy as np
x = np.array([[ 0.42436315, 0.48558583, 0.32924763], [ 0.7439979,0.58220701,0.38213418], [ 0.5097581,0.34528799,0.1563123 ]])
print("Original array:")
print(x)
print("Replace all elements of the said array with .5 which are greater than .5")
x[x > .5] = .5
print(x)

Sample Output:

Original array:                                                        
[[ 0.42436315  0.48558583  0.32924763]                                 
 [ 0.7439979   0.58220701  0.38213418]                                 
 [ 0.5097581   0.34528799  0.1563123 ]]                                
Replace all elements of the said array with .5 which are greater than .
5                                                                      
[[ 0.42436315  0.48558583  0.32924763]                                 
 [ 0.5         0.5         0.38213418]                                 
 [ 0.5         0.34528799  0.1563123 ]]

Python Code Editor:

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