eigenvectors

There are 1 repository under eigenvectors topic.

Linear-Algebra-With-Python
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.
mathematics linear-algebra python jupyter data-science data-visualization data-analysis matrix matrix-calculations computational-science eigenvalues eigenvectors singular-value-decomposition multivariate-normal-distribution diagonalization linear-transformations null-space gram-schmidt symmetric-matrices vector-space
Language:Jupyter Notebook 2505
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.
scientific-computing linear-algebra differential-equations sparse-systems parallel-computations computational-geometry fast-fourier-transform eigenvalues eigenvectors optimization linear-programming mersenne-twister
Language:Go 1862
Reference-LAPACK / lapack
LAPACK development repository
linear-algebra lapack blas lapacke linear-equations eigenvalues eigenvectors matrix-factorization singular-values svd
Language:Fortran 1740
vlang / vsl
V library to develop Artificial Intelligence and High-Performance Scientific Computations
v hacktoberfest linear-algebra optimization sparse-systems computational-geometry differential-equations eigenvalues eigenvectors openblas opencl parallel-computations scientific-computing
Language:V 380
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.
eigenvalues eigenvectors sparse-matrix mathematics linear-algebra rust differential-equations scientific-computing special-functions interpolation bessel-function gamma-function numerical-derivatives numerical-integration quadrature quadrature-integration spectral-methods
Language:Rust 173
shantanu1109 / Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization
This Repository contains Solutions to the Quizes & Lab Assignments of the Mathematics for Machine Learning Specialization offered by Imperial College of London on Coursera taught by David Dye, Samuel J. Cooper, A. Freddie Page, Marc Peter Deisenroth
eigenvalues eigenvectors gram-schmidt linear-algebra pagerank-algorithm transformation-matrix multivariate-calculus backpropagation hessian jacobian lagrange linear-regression neural-networks newton-raphson sandpit taylor-series
Language:Jupyter Notebook 125
Tiger
hosseinmoein / Tiger
C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators
cpp matrix matrix-factorization matrix-decompositions matrix-calculations metaprogramming numerical-analysis statistical-analysis single-value-decomposition eigenvectors qr-decomposition lu-decomposition tridiagonal hessenberg-reduction schur-decomposition determinant-calculation eigenvalues data-science matrix-math-library financial-engineering
Language:C++ 122
JuliaLinearAlgebra / ArnoldiMethod.jl
The Arnoldi Method with Krylov-Schur restart, natively in Julia.
eigenvalues eigenvectors linear-algebra julia
Language:Julia 107
eigenvectors-from-eigenvalues
ritchieng / eigenvectors-from-eigenvalues
PyTorch implementation comparison of old and new method of determining eigenvectors from eigenvalues.
pytorch eigenvectors eigenvalues determining-eigenvectors colab
Language:Jupyter Notebook 98
ocramz / sparse-linear-algebra
Numerical computation in native Haskell
linear-algebra sparse-linear-systems sparse-data matrix sparse-systems numerical-methods iterative-methods linear-systems numerical-calculations matrix-transpose sparse-vectors scientific-computing scientific-computations matrix-factorization matrix-computations iterative-linear-solvers lu-factorization matrix-product eigenvalues eigenvectors
Language:Haskell 91
nabeel3133 / combining3Dmorphablemodels
Project Page of Combining 3D Morphable Models: A Large scale Face-and-Head Model - [CVPR 2019]
combined shape matrix mesh point registration corresponding pattern principal eigenvectors eigenspace morphable lyhm nicp regression pca covariance gaussian deformation bfm
Language:MATLAB 89
fancompute / fdfdpy
Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics
optics electromagnetics finite-difference frequency-domain eigenvalues eigenvectors fdfd modal-calculations python-fdfd
Language:Jupyter Notebook 61
pachadotdev / economiccomplexity
A wrapper of different indices and networks commonly used in Economic Complexity
r matrix eigenvalues eigenvectors recursive-algorithm networks graphs international-trade economic-complexity
Language:HTML 40
perazz / fortran-lapack
Modern Fortran Linear Algebra library
blas eigenvalues eigenvectors fortran fortran-package-manager lapack lapack95 lapacke linear-algebra linear-equations matrix-factorization modern-fortran modern-fortran-modules singular-values svd machine-learning numpy
Language:Fortran 37
RalphAS / GenericSchur.jl
Julia package for Schur decomposition of matrices with generic element types
eigenvalues eigenvectors julia linear-algebra schur-decomposition
Language:Julia 33
modios / EigenCore
.Net wrapper for the Eigen C++ library
eigen-library matrices eigenvectors matrix-constructors computes-eigenvalues
Language:C++ 29
mondalanindya / ICCVW2021_GSCEventMOD
Moving Object Detection for Event-based vision using Graph Spectral Clustering (Python implementation)
detection moving-object-detection event-based-camera event-based-surveillance clustering graph-algorithms spectral-clustering eigenvalues eigenvectors graph-signal-processing
Language:Jupyter Notebook 27
jewettaij / jacobi_pd
a short, simple public-domain header-only C++ eigensolver library for real symmetric matrices
diagonalization eigenvalues eigenvectors header-only jacobi linear-algebra public-domain
Language:C++ 24
jchristopherson / linalg
A linear algebra library that provides a user-friendly interface to several BLAS and LAPACK routines.
linear-algebra eigenvalues eigenvectors fortran blas lapack lu-decomposition qr-decomposition singular-value-decomposition cholesky-decomposition compressed-row-storage compressed-sparse-row sparse-matrix
Language:Fortran 23
NLAFET / StarNEig
A Task-based Library for Solving Dense Nonsymmetric Eigenvalue Problems
starpu eigenvalues eigenvectors task-based gpu shared-memory distributed-memory mpi eigenvalueproblems nlafet library parallel-computing hessenberg-reduction hessenberg-forms schur-decomposition schur-reduction schur-form qz-algorithm hessenberg
Language:C 22
leonmavr / EZfaces
Python package that implements Eigenfaces to build a face recognition database. It supports interaction with the webcam.
face-recognition face-recognition-python webcam opencv eigenfaces eigenvectors pca principal-component-analysis
Language:Python 20
AMORe-CMS
fkatsimalis / AMORe-CMS
AMORe-CMS (Automatic Model Order Reduction using Component Mode Syntesis) is MATLAB software that automatically performs physics-based model order reduction using component mode synthesis (CMS) on structural FE models made in COMSOL Multiphysics.
matlab comsol comsol-multiphysics model-reduction finite-elements substructuring eigenanalysis eigenvalues eigenvectors parametrization
Language:MATLAB 19
SishaarRao / PageRank
A demonstration of the PageRank algorithm, using Eigenvectors to assign significance to HTML pages
python3 shell html pagerank pagerank-algorithm eigenvectors eigenvalues numpy scipy
Language:Shell 19
jotachango / fem-cuda-solver
Acoustic Vibration of a Fluid in a Three-Dimensional Cavity: Finite Element Method Simulation using CUDA and MATLAB
cuda acoustics simulation cuda-library cavity gpu eigenvectors matlab fem-model
Language:C++ 17
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
Language:Fortran 14
arasgungore / EE242-projects
Three C++ projects assigned for the Numerical Methods for Electrical Engineering (EE 242) course in the Spring 2021 semester.
algorithm numerical-methods cplusplus cpp gaussian-elimination power-iteration secant-method bisection-method gaussian-elimination-algorithm algorithms polynomial-roots eigenvalues-and-eigenvectors eigenvalues eigenvectors eigenvalue eigenvector matrix-solver terminal-based solving-algorithm partial-pivoting
Language:C++ 13
alaminanik / PCA-Based-Face-Recognition
eigenfaces vector eigenvectors pca normalized-pictures recognition face-recognition
Language:Jupyter Notebook 12
dppalomar / sparseEigen
Computation of Sparse Eigenvectors of a Matrix
eigenvectors sparse pca covariance-matrix
Language:R 12
libmusic_m
dataandsignal / libmusic_m
Signal space decomposition in MATLAB (MUSIC, Pisarenko, EV, Minimum Norm)
amplitude-estimation audio audio-processing dsp dtmf dtmf-detector frequency frequency-analysis frequency-estimation matlab music signal-processing video-processing voip spectral-analysis spectral-methods eigen-vector-decomposition eigenvectors doa doa-estimation
Language:MATLAB 9
Molecolab-Pisa / diaglib
A collection of matrix-free iterative eigensolvers
davidson-eigensolver eigenvalues eigenvectors linear-algebra lobpcg-eigensolver
Language:Fortran 9
Meet-Modi / Jacobi-EigenValue-And-EigenVectors
This repository is about finding the eigenvalues and eigenvectors of an image or any input matrix
eigenvectors matlab verilog jacobi-eigenvalues algorithm eigenvector
Language:MATLAB 8
RalphAS / GenericMRRR.jl
Symmetric Tridiagonal eigensolver in Julia
eigenvalues eigenvectors linear-algebra
Language:Julia 7
ekremekc / helmholtz-x
helmholtz-x
acoustics eigenvalues eigenvectors petsc slepc
Language:Python 6
Real-world-Application-of-Linear-Algebra
PashvaSoni / Real-world-Application-of-Linear-Algebra
This project is created for learning the real world application of linear algebra which contains some core concepts like determinants, matrix, eigen-value, eigen-vector, etc to create a real-world application like steganography, grafh-theory, analysis of spread of disease, image processing, cryptography etc. This can have small bugs like exception handling but i always appreciate suggestion so please contact me for suggestion .
linear-algebra eigenvalues eigenvectors steganography disesase algorithms python3 cryptography determinant adjacency-matrix graph-algorithms graphtheory cipher-algorithms reallifeproject matrices image-processing realexampleoflinearalgebra parshvasoni
Language:Python 6
rifqifarhansyah / EigenFace-Recognition
TuBes Algeo02 2022/2023 🛩
eigen eigenfaces eigenvalues eigenvectors python svd gui
Language:Python 6
vvarodi / face_recognition
Eigenfaces and Fisherfaces for Face Recognition. With implementation of algorithms as PCA, KNN, Fisher Discriminant Analysis.
face-recognition fisherfaces eigenfaces pca knn-classification fisher machine-learning statistical-learning knn eigenvectors eigenvalues face-detection r dataset fisher-discriminant-analysis fda impostor
Language:R 5

eigenvectors

weijie-chen / Linear-Algebra-With-Python

cpmech / gosl

Reference-LAPACK / lapack

vlang / vsl

cpmech / russell

shantanu1109 / Coursera-Imperial-College-of-London-Mathematics-For-Machine-Learning-Specialization

hosseinmoein / Tiger

JuliaLinearAlgebra / ArnoldiMethod.jl

ritchieng / eigenvectors-from-eigenvalues

ocramz / sparse-linear-algebra

nabeel3133 / combining3Dmorphablemodels

fancompute / fdfdpy

pachadotdev / economiccomplexity

perazz / fortran-lapack

RalphAS / GenericSchur.jl

modios / EigenCore

mondalanindya / ICCVW2021_GSCEventMOD

jewettaij / jacobi_pd

jchristopherson / linalg

NLAFET / StarNEig

leonmavr / EZfaces

fkatsimalis / AMORe-CMS

SishaarRao / PageRank

jotachango / fem-cuda-solver

Dyalog / Math

arasgungore / EE242-projects

alaminanik / PCA-Based-Face-Recognition

dppalomar / sparseEigen

dataandsignal / libmusic_m

Molecolab-Pisa / diaglib

Meet-Modi / Jacobi-EigenValue-And-EigenVectors

RalphAS / GenericMRRR.jl

ekremekc / helmholtz-x

PashvaSoni / Real-world-Application-of-Linear-Algebra

rifqifarhansyah / EigenFace-Recognition

vvarodi / face_recognition