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
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.
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]]
Sample Output:
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