详解Python的transpose函数

数组转置和换轴

import numpy as np
>>> arr = np.arange(16).reshape((2,2,4))
array([[[ 0,  1,  2,  3],
        [ 4,  5,  6,  7]],
       [[ 8,  9, 10, 11],
        [12, 13, 14, 15]]])


>>> arr.transpose((1, 0, 2))
array([[[ 0,  1,  2,  3],
        [ 8,  9, 10, 11]],
       [[ 4,  5,  6,  7],
        [12, 13, 14, 15]]])

transpose方法可以接收包含轴编号的元组，用于置换轴。本例中，9 的坐标为arr[1,0,1]，经过transpose((1,0,2))变换以后，变为arr[0,1,1]

参考2维数组的转置

>>> arr = np.arange(15).reshape((3,5))
>>> arr
array([[ 0,  1,  2,  3,  4],
       [ 5,  6,  7,  8,  9],
       [10, 11, 12, 13, 14]])

>>> arr.T
array([[ 0,  5, 10],
       [ 1,  6, 11],
       [ 2,  7, 12],
       [ 3,  8, 13],
       [ 4,  9, 14]])

其它链接：

Python numpy.transpose 详解_November丶Chopin的博客-优快云博客_numpy transpose