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Tag Archives: Python numpy-Linear Algebra

In this article, we will make the 3D graph by solving the linear equations using Python. Solve Linear Equation in Python Here we are going… Read More
In this article, we will discuss how to raise a square matrix to the power n in the Linear Algebra in Python. The numpy.linalg.matrix_power() method… Read More
In this article, we will how to return the Norm of the vector over a given axis in Linear Algebra in Python. numpy.linalg.norm() method The… Read More
In this article, we will how to return the infinity Norm of the matrix in Linear Algebra in Numpy using Python. numpy.linalg.norm() method The numpy.linalg.norm()… Read More
In this article, we will discuss how to calculate the mode of the Numpy Array. Mode refers to the most repeating element in the array.… Read More
Prerequisite: NumPy  Consider a data set, area (x1) rooms (x2) age (x3) price (y) 23 3 8 6562 15 2 7 4569 24 4 9… Read More
A 3D matrix is nothing but a collection (or a stack) of many 2D matrices, just like how a 2D matrix is a collection/stack of… Read More
To find a matrix or vector norm we use function numpy.linalg.norm() of Python library Numpy. This function returns one of the seven matrix norms or… Read More
In this article, we will discuss QR decomposition of a matrix. QR factorization of a matrix is the decomposition of a matrix say ‘A’ into… Read More
In this article, we will discuss how to compute the eigenvalues and right eigenvectors of a given square array using NumPy library.  Example: Suppose we… Read More
Let’s discuss how to find the inner, outer, and cross products of matrices and vectors using NumPy in Python. Inner Product of Vectors and Matrices… Read More
In Python, the determinant of a square array can be easily calculated using the NumPy package. This package is used to perform mathematical calculations on… Read More
In this article, we will discuss QR decomposition or QR factorization of a matrix. QR factorization of a matrix is the decomposition of a matrix… Read More
The fundamental feature of linear algebra are vectors, these are the objects having both direction and magnitude. In Python, NumPy arrays can be used to depict… Read More
Singular Value Decomposition means when arr is a 2D array, it is factorized as u and vh, where u and vh are 2D unitary arrays… Read More

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