NumPy Matrix transpose() - Transpose of an Array in Python

Python numpy module is mostly used to work with arrays in Python. We can use the transpose() function to get the transpose of an array.

import numpy as np

arr1 = np.array([[1, 2, 3], [4, 5, 6]])

print(f'Original Array:\n{arr1}')

arr1_transpose = arr1.transpose()

print(f'Transposed Array:\n{arr1_transpose}')

Output:

Original Array:
[[1 2 3]
 [4 5 6]]
Transposed Array:
[[1 4]
 [2 5]
 [3 6]]

The transpose() function works with an array like object too, such as a nested list.

arr1 = [[1, 2, 3], [4, 5, 6]]

arr1_transpose = np.transpose(arr1)

The result will be the same as the earlier program. Reference: API Doc