https://github.com/weijie-chen/linear-algebra-with-python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space

Last synced: 15 May 2025

https://github.com/weijie-chen/Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space

Last synced: 27 Mar 2025

https://github.com/cpmech/gosl

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

computational-geometry differential-equations eigenvalues eigenvectors fast-fourier-transform linear-algebra linear-programming mersenne-twister optimization parallel-computations scientific-computing sparse-systems

Last synced: 14 May 2025

https://github.com/Reference-LAPACK/lapack

LAPACK development repository

blas eigenvalues eigenvectors lapack lapacke linear-algebra linear-equations matrix-factorization singular-values svd

Last synced: 21 Apr 2025

https://github.com/reference-lapack/lapack

LAPACK development repository

blas eigenvalues eigenvectors lapack lapacke linear-algebra linear-equations matrix-factorization singular-values svd

Last synced: 26 Jan 2026

https://github.com/launchcode01dl/mathematics-for-machine-learning-coursera

quizzes/assignments for mathematics for machine learning specialization on coursera

coursera eigenvalues eigenvectors linear-algebra machine-learning mathematics-machine-learning multivariable-calculus principal-component-analysis

Last synced: 04 May 2025

https://github.com/vlang/vsl

V library to develop Artificial Intelligence and High-Performance Scientific Computations

computational-geometry differential-equations eigenvalues eigenvectors hacktoberfest linear-algebra openblas opencl optimization parallel-computations scientific-computing sparse-systems v

Last synced: 28 Dec 2025

https://github.com/cpmech/russell

Rust Scientific Libary. ODE and DAE (Runge-Kutta) solvers. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers (MUMPS, UMFPACK). Probability distributions. Tensor calculus.

bessel-function differential-equations eigenvalues eigenvectors gamma-function interpolation linear-algebra mathematics numerical-derivatives numerical-integration quadrature quadrature-integration rust scientific-computing sparse-matrix special-functions spectral-methods

Last synced: 09 Apr 2025

https://github.com/julialinearalgebra/arnoldimethod.jl

The Arnoldi Method with Krylov-Schur restart, natively in Julia.

eigenvalues eigenvectors julia linear-algebra

Last synced: 06 Apr 2025

https://github.com/JuliaLinearAlgebra/ArnoldiMethod.jl

The Arnoldi Method with Krylov-Schur restart, natively in Julia.

eigenvalues eigenvectors julia linear-algebra

Last synced: 04 May 2025

https://github.com/ritchieng/eigenvectors-from-eigenvalues

PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.

colab determining-eigenvectors eigenvalues eigenvectors pytorch

Last synced: 20 Sep 2025

https://github.com/ocramz/sparse-linear-algebra

Numerical computation in native Haskell

eigenvalues eigenvectors iterative-linear-solvers iterative-methods linear-algebra linear-systems lu-factorization matrix matrix-computations matrix-factorization matrix-product matrix-transpose numerical-calculations numerical-methods scientific-computations scientific-computing sparse-data sparse-linear-systems sparse-systems sparse-vectors

Last synced: 09 Mar 2026

https://github.com/fancompute/fdfdpy

Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics

eigenvalues eigenvectors electromagnetics fdfd finite-difference frequency-domain modal-calculations optics python-fdfd

Last synced: 21 Jan 2026

https://github.com/pachadotdev/economiccomplexity

A wrapper of different indices and networks commonly used in Economic Complexity

economic-complexity eigenvalues eigenvectors graphs international-trade matrix networks r recursive-algorithm

Last synced: 20 Mar 2025

https://github.com/perazz/fortran-lapack

Modern Fortran Linear Algebra library

blas eigenvalues eigenvectors fortran fortran-package-manager lapack lapack95 lapacke linear-algebra linear-equations machine-learning matrix-factorization modern-fortran modern-fortran-modules numpy singular-values svd

Last synced: 17 Mar 2025

https://github.com/ralphas/genericschur.jl

Julia package for Schur decomposition of matrices with generic element types

eigenvalues eigenvectors julia linear-algebra schur-decomposition

Last synced: 13 Apr 2025

https://github.com/jewettaij/jacobi_pd

a short, simple public-domain header-only C++ library for calculating eigenvalues and eigenvectors of real symmetric matrices

diagonalization eigenvalues eigenvectors header-only jacobi linear-algebra public-domain

Last synced: 18 Jan 2026

https://github.com/jchristopherson/linalg

A linear algebra library that provides a user-friendly interface to several BLAS and LAPACK routines.

blas cholesky-decomposition compressed-row-storage compressed-sparse-row eigenvalues eigenvectors fortran lapack linear-algebra lu-decomposition qr-decomposition singular-value-decomposition sparse-matrix

Last synced: 28 Feb 2026

https://github.com/dyalog/math

Math workspace and libraries for Dyalog APL

dyalog-apl dyalog-library eigen eigen-vector-decomposition eigenvalues eigenvectors fast-fourier-transform fftw lapack library math math-workspace mathematics namespace

Last synced: 07 Feb 2026

https://github.com/arasgungore/ee242-projects

Three C++ projects assigned for the Numerical Methods for Electrical Engineering (EE 242) course in the Spring 2021 semester.

algorithm algorithms bisection-method cplusplus cpp eigenvalue eigenvalues eigenvalues-and-eigenvectors eigenvector eigenvectors gaussian-elimination gaussian-elimination-algorithm matrix-solver numerical-methods partial-pivoting polynomial-roots power-iteration secant-method solving-algorithm terminal-based

Last synced: 12 Apr 2025

https://github.com/dppalomar/sparseEigen

Computation of Sparse Eigenvectors of a Matrix

covariance-matrix eigenvectors pca sparse

Last synced: 04 May 2025

https://github.com/dppalomar/sparseeigen

Computation of Sparse Eigenvectors of a Matrix

covariance-matrix eigenvectors pca sparse

Last synced: 12 Apr 2025

https://github.com/ralphas/genericmrrr.jl

Symmetric Tridiagonal eigensolver in Julia

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Last synced: 17 Mar 2025

https://github.com/flaport/eigs

Find Eigenvalues and Eigenvectors with Rust using UMFPACK + ARPACK

arpack eigenvalues eigenvectors eigs eigsh modes modesolver numpy python rust scipy suitesparse umfpack

Last synced: 25 Dec 2025

https://github.com/cgyurgyik/eigenvectors-from-eigenvalues

Function to compute the normed eigenvectors from the eigenvalues of a Hermitian matrix.

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Last synced: 25 Sep 2025

https://github.com/aboks/power-iteration

Implementation of the Power Iteration method for finding eigenvalues of a matrix, using math-php

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Last synced: 18 Jul 2025

https://github.com/csfelix/nlp-2.0-linear-algebra

💬 Basics of Vectors

cramer-rule cross-produtc determinants dot-product eigenvalues eigenvectors linear-algebra math mathematics matrix projections vector

Last synced: 21 Feb 2026

https://github.com/stefanmaierhofer/uncodium.eigensystems

numerical diagonalization of 3x3 matrices

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Last synced: 23 Apr 2025

https://github.com/gha3mi/foreig

ForEig - A Fortran library for eigenvalue and eigenvector calculations.

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Last synced: 19 Mar 2026

https://github.com/ibz-04/eigenv

Algorithm for finding the dominant eigenvalue and the corresponding eigenvector of a given n x n matrix - Power method

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Last synced: 11 Feb 2026

https://github.com/h-ikeda/tensorex

Tensor calculations and matrix analysis.

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Last synced: 19 Feb 2026

https://github.com/barton-willis/alt_eigen

Maxima language code for expressing eigenvectors in terms of eigenvalues.

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Last synced: 05 Mar 2026

https://github.com/fuodorov/computational-physics

Solving problems from the course on the basics of computational physics

computational-physics crank-nicolson eigenvalues eigenvectors fourier machine-epsilon newton-method numerical-methods python runge-kutta tridiagonal-matrix-algorithm

Last synced: 09 Oct 2025

https://github.com/cemsbv/tridiag-eigen

Numerical precise eigen decomposition for ill-conditioned symmetric tridiagonal matrices

eigenvalues eigenvectors nalgebra rust

Last synced: 25 Jun 2025

https://github.com/34j/ss-hankel

Derivative-free method to find zeros of analytic (holomorphic) functions / solve nonlinear (polynomial / generalized) eigenvalue problems using contour integration. (Block SS-Hankel method, Block Sakurai Sugiura method)

eigenvalues eigenvector eigenvectors generalized-eigensolver generalized-eigenvalue linear-algebra nonlinear-eigenvalue-problem nonlinear-eigenvalue-problems polynomial-eigenvalue-problem root-finding

Last synced: 08 May 2025

https://github.com/kavan-desai/steady-state-network-flow

This gives steady state Network Flow from the given Pref-Defined Network Flow of a System. And a Python implementation of Larry Page's famous PageRank algorithm.

diagonalization eigenvalues eigenvectors jacobi jacobi-algorithm linear-algebra linear-algebra-concepts matrix-inverse pagerank pagerank-algorithm power-iteration python steady-state steady-state-analysis steady-state-network-flow without-libraries

Last synced: 21 May 2026

https://github.com/leonard-seydoux/arrayprocessing

Array processing

coherence detection eigenvalues eigenvectors pca-analysis python3 seismology signal-processing spatial-data-analysis

Last synced: 16 Mar 2025

https://github.com/krassowski/loadings-similarity

Eigenvectors or loadings similarity approach for the selection of number of components in PCA

eigenvectors pca principal-component-analysis singular-value-decomposition sklearn

Last synced: 09 May 2026

https://github.com/animesh-chourey/face-recognition-using-eigenfaces

Learning models of human faces for recognition

eigenfaces eigenvalues eigenvectors face-recognition knn

Last synced: 21 Jun 2025

https://github.com/david-palma/mathematics-for-machine-learning

Mathematics for Machine Learning is a specialisation in which you will master the fundamental mathematical toolkit for machine learning: calculus, linear algebra, statistics, and probability.

coursera data-science dimensionality-reduction eigenfaces eigenvalues eigenvectors jupyter-notebook linear-algebra machine-learning multivariable-calculus pca principal-component-analysis python

Last synced: 16 May 2026

https://github.com/chrnthnkmutt/mth234_lineartransformation

This repository is being used as the final project of the course MTH234: Linear Algebra, with having Asst.Prof. Songpon Sriwongsa

data-science eigendecomposition eigenvalues eigenvectors linear-algebra mathematics

Last synced: 25 Jun 2025

https://github.com/magnushelliesen/monte-carlo-simulator

Notebook that implements a class that performs Monte Carlo simulations for a number of timeseries that may co-vary.

eigenvalues eigenvectors monte-carlo-simulation

Last synced: 27 Apr 2026

https://github.com/ggcr/eigenfaces-pca

Eigenfaces using Principal Component Analysis (PCA) on the Olivetti Faces Dataset.

eigenfaces eigenvectors facial-recognition pca principal-component-analysis

Last synced: 09 Aug 2025

https://github.com/singhxtushar/assignment-71

eigenvalues eigenvectors principal-component-analysis

Last synced: 12 Nov 2025

https://github.com/singhxtushar/assignment-72

dimensionality-reduction eigendecomposition eigenvalues eigenvectors

Last synced: 12 Nov 2025

https://github.com/ahm4dd/matrix-operations

A program to perform matrix operations such as finding the (Inverse, Determinant, Transpose, Eigen Values and Vectors) of a matrix, solving linear equations, and more.

eigenvalues eigenvectors linear-algebra matrix-calculations matrix-computations matrix-determinant matrix-multiplication python python3

Last synced: 17 Jul 2026

https://github.com/roomrys/linalg

Visualize linear algebra concepts.

change-of-base change-of-basis eigenvalue eigenvalues eigenvalues-and-eigenvectors eigenvector eigenvectors linear-algebra matrix-multiplication matrix-transformation matrix-transformations

Last synced: 17 Jul 2026

https://github.com/samson-mano/spherical_harmonics

Spherical Harmonics project is dedicated to the study of special functions defined on the surface of a sphere. This tool facilitates visualization of mode shapes and enables the analysis of pulse and harmonic responses on the sphere's surface to external loads. Developed using C++17/ modern OpenGL

eigenvalues eigenvectors finite-element-analysis glew imgui legendre legendre-polynomials mode-shapes modern-opengl modern-opengl-functions opengl spherical-harmonics

Last synced: 29 Apr 2026

https://github.com/vishal815/linear-algebra-and-pca-visualizations-code-and-solved-numerical-notes

Explore Linear Algebra & PCA. Python PCA visualizations for dimensionality reduction. Solved 2x2 & 3x3 matrix problems for practical understanding. Ideal for learners & professionals. Strengthen your math skills today!

analytics data-science dataanalytics datavisualization dimension-reduction dimensionality-reduction eigenvalues eigenvectors linear-algebra macine-learning math matrix numerical-methods pca pca-analysis python stastic stastical-learning vishallazrus visulization

Last synced: 01 May 2026

https://github.com/alkaifaftab000/right-influencer

Analyzing the Twitch dataset using graph-theoretic metrics to identify top influencers and their impact on social media networks

betweenness-centrality closeness-centrality clustering-coefficient eigenvectors game-analytics kaggle social-network-analysis twitch-data

Last synced: 02 May 2026

https://github.com/arkaung/eigenfaces

Playground for experimenting eigenfaces

computer-vision eigenfaces eigenvectors image-processing neuralnetwork

Last synced: 12 Mar 2025