Lecture 2 reduced row echelon form python

reduced row echelon form (rref) is a way of representing a matrix where the leading coefficient of each row is 1, and each leading coefficient is the only nonzero entry in its column. in python, you can use libraries such as numpy to perform matrix operations and find the rref of a matrix.

here's a step-by-step tutorial on how to find the reduced row echelon form of a matrix using python:

1. import the numpy library for matrix operations:

2. define a matrix as a numpy array:

5. print the rank and inverse of the matrix:

6. (optional) if you want to find the reduced row echelon form of the matrix, you can use the `sympy` library:

by following these steps, you can find the reduced row echelon form of a matrix in python using numpy and sympy libraries.

let me know if you need further clarification or assistance!

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