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550

2.2k

mit

80

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 skills...

Created 2020-06-01

138 commits to master branch, last one 7 days ago

gosl cpmech

149

1.8k

bsd-3-clause

75

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

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

Created 2015-02-09

2,774 commits to main branch, last one about a month ago

lapack Reference-LAPACK

424

1.4k

other

64

LAPACK development repository

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

Created 2016-04-29

3,105 commits to master branch, last one a day ago

vsl vlang

46

337

mit

33

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

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

Created 2019-12-03

1,099 commits to main branch, last one 12 days ago

Tiger hosseinmoein

26

111

bsd-3-clause

8

C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators

Created 2017-10-29

126 commits to master branch, last one 2 months ago

eigenvectors-from-eigenvalues ritchieng

10

98

mit

6

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

colab pytorch eigenvalues eigenvectors determining-eigenvectors

Created 2019-11-15

19 commits to master branch, last one 2 years ago

ArnoldiMethod.jl JuliaLinearAlgebra

18

94

mit

5

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

julia eigenvalues eigenvectors linear-algebra

Created 2018-03-11

342 commits to master branch, last one 4 months ago

russell cpmech

9

91

mit

8

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 ca...

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

Created 2021-06-20

2,822 commits to main branch, last one 2 days ago

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

32

48

mit

1

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 ...

hessian sandpit jacobian lagrange eigenvalues eigenvectors gram-schmidt taylor-series linear-algebra newton-raphson backpropagation neural-networks linear-regression pagerank-algorithm multivariate-calculus transformation-matrix

Created 2022-08-08

167 commits to main branch, last one 9 months ago

fortran-lapack perazz

3

34

bsd-3-clause

2

Modularized Fortran LAPACK implementation

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

Created 2024-01-09

306 commits to main branch, last one 26 days ago