A Split a NumPy Array Horizontally?
Code Explanation:
● Array Initialization: A 2D NumPy array arr with shape (2, 4) is defined.
● Horizontal Split: np.hsplit(arr, 2) splits the array into 2 equal parts column-wise.
● Equal Columns Requirement: The total number of columns (4) must be divisible by 2.
● Result: Two arrays of shape (2, 2) are created from the original array.
● Output: Prints a list containing the split arrays.
Program:
import numpy as np
arr = np.array([[1, 2, 3, 4], [5, 6, 7, 8]])
result = np.hsplit(arr, 2)
print(result)
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