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 development repository

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

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.

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

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

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

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

Numerical computation in native Haskell

Project Page of Combining 3D Morphable Models: A Large scale Face-and-Head Model - [CVPR 2019]

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

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

Modern Fortran Linear Algebra library

Julia package for Schur decomposition of matrices with generic element types

.Net wrapper for the Eigen C++ library

📥 Access comprehensive lecture notes for 3Blue1Brown's Essence of Linear Algebra in English and Persian, covering key concepts in a clear format.

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

a short, simple public-domain header-only C++ eigensolver library for real symmetric matrices

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

A Task-based Library for Solving Dense Nonsymmetric Eigenvalue Problems

Python package that implements Eigenfaces to build a face recognition database. It supports interaction with the webcam.

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

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.

Acoustic Vibration of a Fluid in a Three-Dimensional Cavity: Finite Element Method Simulation using CUDA and MATLAB

Math workspace and libraries for Dyalog APL

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

Computation of Sparse Eigenvectors of a Matrix

No description provided.

A collection of matrix-free iterative eigensolvers