matrix operations | identity function ()

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numpy.matlib.identity() — another function to do matrix operations in numpy. Returns the square matrix of identity of the given input size.

Syntax: numpy.matlib.identity (n, dtype = None)

Parameters :
n: [int] Number of rows and columns in the output matrix.
dtype: [optional] Desired output data -type.

Return: nxn matrix with its main diagonal set to one, and all other elements zero.

Code # 1:

# Python program explaining
# numpy.matlib .identity () function


# import matrix library from numpy

import numpy as geek

import n umpy.matlib


# desired output 3 x 3 square matrix

out_mat = geek.matlib.identity ( 3 )

print ( "Output matrix:" , out_mat)

Output:

 Output matrix: [[1. 0. 0.] [0 . 1. 0.] [0. 0. 1.]] 

Code # 2:

# Python program explaining
# numpy.matlib.identity () function


# import numpy library and matr ocy

import numpy as geek

import numpy.matlib


# desired output 5 x 5 square matrix

out_mat = geek.matlib.identity (n = 5 , dtype = int )

print ( "Output matrix:" , out_mat)

Output:

 Output matrix: [[1 0 0 0 0] [0 1 0 0 0] [0 0 1 0 0] [0 0 0 1 0] [0 0 0 0 1]] 

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We hope this article has helped you to resolve the problem. Apart from matrix operations | identity function (), check other __main__ Python module-related topics.

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Anna Williams

Singapore | 2023-01-29

Simply put and clear. Thank you for sharing. matrix operations | identity function () and other issues with exp was always my weak point 😁. Will use it in my bachelor thesis

Frank Porretti

Shanghai | 2023-01-29

Simply put and clear. Thank you for sharing. matrix operations | identity function () and other issues with __main__ Python module was always my weak point 😁. Will get back tomorrow with feedback

Manuel Richtgofen

California | 2023-01-29

I was preparing for my coding interview, thanks for clarifying this - matrix operations | identity function () in Python is not the simplest one. I am just not quite sure it is the best method

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