eigenvalues

There are 4 repositories under eigenvalues topic.

eiten
tradytics / eiten
Statistical and Algorithmic Investing Strategies for Everyone
machine-learning algorithmic-trading investment-portfolio portfolio-optimization trading-strategies trading-algorithms tradytics ai statistics eigenvalues free-software opensource hedgefund genetic-algorithm
Language:Python 2685
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.
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
Language:Jupyter Notebook 2167
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 1804
Reference-LAPACK / lapack
LAPACK development repository
linear-algebra lapack blas lapacke linear-equations eigenvalues eigenvectors matrix-factorization singular-values svd
Language:Fortran 1396
yixuan / spectra
A header-only C++ library for large scale eigenvalue problems
eigenvalues arpack linear-algebra spectra header-only
Language:C++ 716
launchcode01dl / mathematics-for-machine-learning-coursera
quizzes/assignments for mathematics for machine learning specialization on coursera
linear-algebra machine-learning eigenvalues eigenvectors principal-component-analysis multivariable-calculus coursera mathematics-machine-learning
Language:Jupyter Notebook 406
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 328
Jutho / KrylovKit.jl
Krylov methods for linear problems, eigenvalues, singular values and matrix functions
julia krylov eigenvalues singular-values vector linear-maps linear-algebra
Language:Julia 251
primme / primme
PReconditioned Iterative MultiMethod Eigensolver for solving symmetric/Hermitian eigenvalue problems and singular value problems
eigenvalues high-performance singular-value-decomposition
Language:C 132
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++ 102
TBTK
dafer45 / TBTK
A C++ library for solving second-quantized Hamiltonians
physics magnetization wavefunctions density eigenvalues hamiltonians quantum mechanics quantum-mechanics
Language:C++ 101
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 97
JuliaLinearAlgebra / ArnoldiMethod.jl
The Arnoldi Method with Krylov-Schur restart, natively in Julia.
eigenvalues eigenvectors linear-algebra julia
Language:Julia 93
nep-pack / NonlinearEigenproblems.jl
Nonlinear eigenvalue problems in Julia: Iterative methods and benchmarks
julia-language eigenvalues iterative-algorithms
Language:Julia 91
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 88
yixuan / RSpectra
R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems
eigenvalues spectra svd
Language:C++ 78
cpmech / russell
Rust Scientific Libary. Special functions. Linear algebra. Sparse solvers. ODE and DAE solvers. Probability distributions. Tensor calculus.
eigenvalues eigenvectors sparse-matrix mathematics linear-algebra rust differential-equations scientific-computing special-functions interpolation
Language:Rust 64
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 numerical-optimization special-functions linear-algebra-library linear-algebra bfgs newton-raphson gauss-jordan rprop gram-schmidt cholesky-decomposition statistics statistical-models determinant eigenvalues singular-value-decomposition qr-algorithm hessenberg-reduction golang go
Language:Go 53
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 52
james-simon / eigenlearning
codebase for "A Theory of the Inductive Bias and Generalization of Kernel Regression and Wide Neural Networks"
deep-learning deep-learning-theory neural-tangent-kernel neural-tangents eigenvalues
Language:Jupyter Notebook 49
felipeZ / eigenvalues
symmetric matrices algorithms to compute eigenvalue/eigenvector pairs
eigenvalues rust linear-algebra algorithms
Language:Rust 41
Beliavsky / Burkardt-Fortran-90
Classification of John Burkardt's many Fortran 90 codes
fortran numerical-methods fortran90 cluster-analysis approximation combinatorics computational-geometry eigenvalues graph-algorithms interpolation linear-algebra nonlinear-equations numerical-optimization random-number-generators ode probability-distribution numerical-integration special-functions root-finding delaunay-triangulation
39
SLICOT / SLICOT-Reference
SLICOT - A Fortran subroutines library for systems and control
control-systems descriptor-systems eigenvalues filtering fortran lapack linear-algebra slicot system-identification periodic-systems control-systems-design
Language:Fortran 39
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 37
nabeel3133 / 3D-texture-fitting
Project Page of Synthesizing Normalized Faces From Facial Identity Features - [CVPR 2017]
bfm texture-fitting morphable-model ddfa synthesizing normalized faces texture-eigenspace eigenvalues
Language:Python 35
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 35
DirkToewe / nd4js
JS ND-Arrays inspired by NumPy.
javascript ndarray linear-algebra numpy optimization matrix-computations numerics eigenvalues singular-values linear-equations
Language:JavaScript 31
perazz / fortran-lapack
Modularized Fortran LAPACK implementation
blas eigenvalues eigenvectors fortran fortran-package-manager lapack lapack95 lapacke linear-algebra linear-equations matrix-factorization modern-fortran modern-fortran-modules singular-values svd
Language:Fortran 30
RalphAS / GenericSchur.jl
Julia package for Schur decomposition of matrices with generic element types
julia eigenvectors schur-decomposition eigenvalues linear-algebra
Language:Julia 25
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 23
jewettaij / jacobi_pd
a short, simple public-domain header-only C++ library for calculating eigenvalues and eigenvectors of real symmetric matrices
linear-algebra public-domain header-only eigenvalues eigenvectors jacobi diagonalization
Language:C++ 21
oxfordcontrol / TRS.jl
Solving the Trust Region Subproblem as an Eigenproblem in Julia
trust-region eigenvalues optimization linear-algebra
Language:Julia 21
andreasvarga / MatrixPencils.jl
Matrix pencil manipulations using Julia
matrix-pencils linear-algebra polynomial-matrices rational-matrices kronecker-structure eigenvalues rank zeros poles
Language:Julia 20
polyroots-fortran
jacobwilliams / polyroots-fortran
Modern Fortran library for finding the roots of real and complex polynomial equations
fortran fortran-package-manager polynomial-roots jenkins-traub polynomials companion-matrix eigenvalues root-finding laguerre-method nonlinear-equations polynomial-equations
Language:Fortran 20
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 20
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 20