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Projects in Awesome Lists tagged with eigenvalues

A curated list of projects in awesome lists tagged with eigenvalues .

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/yixuan/spectra

A header-only C++ library for large scale eigenvalue problems

arpack eigenvalues header-only linear-algebra spectra

Last synced: 13 Apr 2025

https://github.com/Jutho/KrylovKit.jl

Krylov methods for linear problems, eigenvalues, singular values and matrix functions

eigenvalues julia krylov linear-algebra linear-maps singular-values vector

Last synced: 04 May 2025

https://github.com/jutho/krylovkit.jl

Krylov methods for linear problems, eigenvalues, singular values and matrix functions

eigenvalues julia krylov linear-algebra linear-maps singular-values vector

Last synced: 04 Apr 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/nep-pack/NonlinearEigenproblems.jl

Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks

eigenvalues iterative-algorithms julia-language

Last synced: 04 May 2025

https://github.com/nep-pack/nonlineareigenproblems.jl

Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks

eigenvalues iterative-algorithms julia-language

Last synced: 22 Aug 2025

https://github.com/yixuan/rspectra

R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems

eigenvalues spectra svd

Last synced: 06 Apr 2025

https://github.com/yixuan/RSpectra

R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems

eigenvalues spectra svd

Last synced: 01 May 2025

https://github.com/pbenner/autodiff

Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics

automatic-differentiation bfgs cholesky-decomposition determinant eigenvalues gauss-jordan go golang gram-schmidt hessenberg-reduction linear-algebra linear-algebra-library newton-raphson numerical-optimization qr-algorithm rprop singular-value-decomposition special-functions statistical-models statistics

Last synced: 14 Oct 2025

https://github.com/felipez/eigenvalues

symmetric matrices algorithms to compute eigenvalue/eigenvector pairs

algorithms eigenvalues linear-algebra rust

Last synced: 08 Sep 2025

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/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/stdogpkg/emate

eMaTe can estimate the spectral density and trace functions even in matrices or graphs (undirected or directed) with million of nodes. (kernel polynomial method and SLQ)

complex-networks eigenvalues graphs kernel-polynomial-method matrices spectra sthocastic-lanczos-quadrature

Last synced: 12 Apr 2025

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

Julia package for periodic Schur decompositions of matrix products

eigenvalues julia krylov-methods linear-algebra periodic

Last synced: 10 Apr 2025

https://github.com/stdogpkg/stdog

The main goal of StDoG is to provide a package which can be used to study dynamical and structural properties (like spectra) on graphs with a large number of vertices.

complex-networks eigenvalues gpu graph kuramoto-model spectral-analysis tensorflow

Last synced: 12 Apr 2025

https://github.com/lucasbn/eigenvalues-and-eigenvectors

Calculate eigenvalues and eigenvectors of a given matrix

eigenvalues eigenvector-calculation linear-algebra math python

Last synced: 09 Apr 2025

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

Symmetric Tridiagonal eigensolver in Julia

eigenvalues eigenvectors linear-algebra

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/rcarcasses/schrodinger

Solves one dimensional Schrodinger problem using several methods.

armadillo chebyshev eigenfunctions eigenvalues numerov schrodinger

Last synced: 20 Mar 2025

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

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

eigenvalues eigenvectors linear-algebra mathematics php

Last synced: 18 Jul 2025

https://github.com/strongerprogrammer7/algorithm-of-computing-math

Algorithms of computational math: Legendre polynomial; Gauss method; Cholesky method; Method of Squares; Newton interpolation; Inverse Gauss method; Interpolation by cubic splines; Gauss Zeidel method; Jacobi method; Eigenvalues; Euler method; Left/Right rectangle method; Simpson method; The method of dividing a segment in half; Newton's method;

adams-bashforth-methods algorithms-of-computational-math cholesky-method cpp eigenvalues euler-method gauss-method gauss-zeidel-method interpolation-by-cubic-splines inverse-gauss-method jacobi-method left-right-rectangle-method legendre-polynomial method-of-squares newton-interpolation newton-s-method runge-kutta-methods simpson-method the-method-of-dividing-a-segment-in-half

Last synced: 07 Aug 2025

https://github.com/gha3mi/foreig

ForEig - A Fortran library for eigenvalue and eigenvector calculations.

eig eigenvalues eigenvalues-and-eigenvectors eigenvectors fortran fortran-package-manager lapack mkl

Last synced: 08 Oct 2025

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

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

c eigenvalues eigenvectors linear-algebra matrix-calculations

Last synced: 03 Sep 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/vovandreevik/bifurcation-analysis-in-dynamical-systems

This project involves analyzing the stationary solutions of a system of differential equations depending on the parameter p4 .

bifurcation cpp differential-equations eigenvalues jacobian mathematical-modelling

Last synced: 04 Oct 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/jraffa/pedrsp

Pedigree Relatedness Summary Parameters R package

eigenvalues genetics heritability pedigree power reproducible-research

Last synced: 04 Jul 2025

https://github.com/nblthree/math-methods

Methods for calculating eigenvalues (Holder, Jacobi, ...), optimizing functions (GD, ...)

eigenvalues jacobi-eigenvalues math qr-decomposition qr-eigenvalue

Last synced: 25 Mar 2025

https://github.com/dmitribogdanov/householder-qr

Reference implementations of Householder QR decomposition, Hessenberg reduction, eigenvalue QR-algorithm and QR-LLS using Eigen3 lib

cpp17 eigen eigenvalues eigenvector hessenberg-reduction householder-reflectors linear-algebra linear-least-squares math qr-algorithm qr-decomposition

Last synced: 28 Oct 2025

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

Maxima language code for expressing eigenvectors in terms of eigenvalues.

eigenvalues eigenvectors matrix maxima nullspace

Last synced: 26 Feb 2025

https://github.com/daedalus/binettrascendentalseigen

Binet formula with trascendentals as Eigen values

binet binet-formula eigenvalues oeis

Last synced: 09 Jul 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: 12 Mar 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: 26 Dec 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: 17 Mar 2025

https://github.com/crafterkolyan/eigenvalues-speed-comparison

Сравнение скорости вычисления собственных значений положительно определённых матриц. Проект по спецкурсу "Высокопроизводительные вычисления на платформе Python". Основной результат - Python с JIT компилятором обгоняет нераспараллеленный C++ по скорости.

cpp eigenvalues numba numpy python speed university

Last synced: 10 Jul 2025

https://github.com/algebra-fun/numerical-analysis

My code and report of course of numerical analysis

eigenvalues interpolation julia linear-algebra numerical-analysis

Last synced: 15 Sep 2025

https://github.com/technologicat/orderfix

Reorder solutions of parametric studies to make continuous curves

cython eigenvalues numpy postprocessing python python2 python27 python3 python34

Last synced: 06 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, and more.

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

Last synced: 11 Oct 2025

https://github.com/usmana5809/matrix-operations-cpp

C++ program that performs various matrix operations such as addition, subtraction, multiplication, scalar multiplication, transpose, determinant calculation, matrix inversion, checking for symmetry and identity, and converting to row echelon and reduced row echelon forms. It also includes eigenvalue and eigenvector

calculator cpp determinant eigenvalues eigenvector- identity-matrix- inverse-matrix linear-algebra matrix-calculator matrix-operations reduced-row-echelon-form row-echelon-form symmetry transpose

Last synced: 20 Mar 2025

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: 25 Mar 2025

https://github.com/f-koehler/itesol

WIP: Iterative eigensolvers for C++20, Python and CUDA

cpp20 cuda eigenvalues linear-algebra python

Last synced: 08 Nov 2025

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/watanabe-j/eigvaldisp

R package for statistics of eigenvalue dispersion indices

correlation-matrix covariance-matrix eigenvalues evolutionary-biology morphometrics r r-package

Last synced: 01 Aug 2025

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: 16 Dec 2025