Q:

Write a NumPy program to calculate cumulative sum of the elements along a given axis, sum over rows for each of the 3 columns and sum over columns for each of the 2 rows of a given 3x3 array

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Write a NumPy program to calculate cumulative sum of the elements along a given axis, sum over rows for each of the 3 columns and sum over columns for each of the 2 rows of a given 3x3 array.

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import numpy as np
x = np.array([[1,2,3], [4,5,6]])
print("Original array: ")
print(x)
print("Cumulative sum of the elements along a given axis:")
r = np.cumsum(x)
print(r)
print("\nSum over rows for each of the 3 columns:")
r = np.cumsum(x,axis=0) 
print(r)
print("\nSum over columns for each of the 2 rows:")
r = np.cumsum(x,axis=1) 
print(r

Sample Output:

Original array: 
[[1 2 3]
 [4 5 6]]
Cumulative sum of the elements along a given axis:
[ 1  3  6 10 15 21]

Sum over rows for each of the 3 columns:
[[1 2 3]
 [5 7 9]]

Sum over columns for each of the 2 rows:
[[ 1  3  6]
 [ 4  9 15]]

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