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Linear Algebra With Python ⭐ 2,160

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.

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

Lapack ⭐ 1,336

LAPACK development repository

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

Mathematics For Machine Learning Coursera ⭐ 201

quizzes/assignments for mathematics for machine learning specialization on coursera

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

Eigenvectors From Eigenvalues ⭐ 81

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

Sparse Linear Algebra ⭐ 80

Numerical computation in native Haskell

Rust Scientific Libary. Matrix-vector laboratory, OpenBLAS, sparse direct solvers.

Arnoldimethod.jl ⭐ 45

Implicitly Restarted Arnoldi Method, natively in Julia

Economiccomplexity ⭐ 31

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

Genericschur.jl ⭐ 24

Julia package for Schur decomposition of matrices with generic element types

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

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

Iccvw2021_gsceventmod ⭐ 19

Moving Object Detection for Event-based vision using Graph Spectral Clustering (Python implementation)

Pagerank ⭐ 18

A demonstration of the PageRank algorithm, using Eigenvectors to assign significance to HTML pages

Fortran Lapack ⭐ 17

Modularized Fortran LAPACK implementation

Jacobi_pd ⭐ 17

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

Coursera Imperial College Of London Mathematics For Machine Learning Specialization ⭐ 16

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

Starneig ⭐ 14

A Task-based Library for Solving Dense Nonsymmetric Eigenvalue Problems

Numerical Methods (NM) for BE Electrical II Year / II Part, Email: [email protected]

Amore Cms ⭐ 9

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.

Ee242 Projects ⭐ 8

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

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