Python编程给numpy矩阵添加一列方法示例

import numpy as np
a = np.array([[1,2,3],[4,5,6],[7,8,9]])
b = np.ones(3)
c = np.array([[1,2,3,1],[4,5,6,1],[7,8,9,1]])
PRint(a)
print(b)
print(c)

[[1 2 3]
 [4 5 6]
 [7 8 9]]
[ 1. 1. 1.]
[[1 2 3 1]
 [4 5 6 1]
 [7 8 9 1]]

np.c_[a,b]

array([[ 1., 2., 3., 1.],
    [ 4., 5., 6., 1.],
    [ 7., 8., 9., 1.]])

np.c_[a,a]

array([[1, 2, 3, 1, 2, 3],
    [4, 5, 6, 4, 5, 6],
    [7, 8, 9, 7, 8, 9]])

np.c_[b,a]

array([[ 1., 1., 2., 3.],
    [ 1., 4., 5., 6.],
    [ 1., 7., 8., 9.]])

np.insert(a, 0, values=b, axis=1)

array([[1, 1, 2, 3],
    [1, 4, 5, 6],
    [1, 7, 8, 9]])

np.insert(a, 3, values=b, axis=1)

array([[1, 2, 3, 1],
    [4, 5, 6, 1],
    [7, 8, 9, 1]])

np.column_stack((a,b))

array([[ 1., 2., 3., 1.],
    [ 4., 5., 6., 1.],
    [ 7., 8., 9., 1.]])