Numpy函数库基础

时间：2021-07-01 22:56:08

利用Numpy函数库构造4*4随机数组，然后将数组转化为矩阵，然后矩阵与其逆矩阵相乘，计算机处理的误差

from numpy import *

random.rand(4,4)

print(random.rand(4,4))

randMat = mat(random.rand(4,4))

print(randMat.I)

invRandMat = randMat.I

print(randMat*invRandMat)

myEye =randMat*invRandMat

print(myEye-eye(4))
运行结果

[[0.54780499 0.9731252 0.07999005 0.20705301]
[0.83245801 0.75284604 0.18425467 0.7834412 ]
[0.09396942 0.1107489 0.18763277 0.23205389]
[0.89786283 0.91400903 0.70443891 0.24994367]]

[[ 0.71761206 -0.90259973 1.90020797 -0.65588767]
[-1.33090238 1.66702845 -0.95849727 0.13763683]
[-0.48344954 -0.11453009 0.20771906 1.11689553]
[ 0.99169396 0.32033339 -1.06002074 0.14263029]]

[[ 1.00000000e+00 -1.66533454e-16 0.00000000e+00 -8.32667268e-17]
[ 0.00000000e+00 1.00000000e+00 -2.22044605e-16 -8.32667268e-17]
[-8.32667268e-17 -1.38777878e-16 1.00000000e+00 -8.67361738e-17]
[-5.55111512e-17 0.00000000e+00 -1.11022302e-16 1.00000000e+00]]

[[ 0.00000000e+00 -1.66533454e-16 0.00000000e+00 -8.32667268e-17]
[ 0.00000000e+00 0.00000000e+00 -2.22044605e-16 -8.32667268e-17]
[-8.32667268e-17 -1.38777878e-16 0.00000000e+00 -8.67361738e-17]
[-5.55111512e-17 0.00000000e+00 -1.11022302e-16 2.22044605e-16]]

 

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