eigenvectors

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

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most 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.

LAPACK development repository

quizzes/assignments for mathematics for machine learning specialization on coursera

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]

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

Implicitly Restarted Arnoldi Method, natively in Julia

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

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

Python package that implements Eigenfaces (face recognition) from scratch. It supports interaction with the webcam.

Julia package for Schur decomposition of matrices with generic element types

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

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

A Task-based Library for Solving Dense Nonsymmetric Eigenvalue Problems

Computation of Sparse Eigenvectors of a Matrix

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

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

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

Math workspace and libraries for Dyalog APL

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

Symmetric Tridiagonal eigensolver in Julia

Jacobi rotations algorithm for eigen values and eigen vectors computation

Determine a seedling Species from an image based on Kaggle Competition

Finding Eigenvectors and Eigenvalues by dot product using Python

It includes the basic and advance numpy array manipulations. The topics like indexing, slicing, fast element array-wise functions, mathematical and statistical methods, filing, linear algebra functions, pseudo-random numbers, reshaping, splitting, concatenating,tiles, repeating, where( ) function & numpy advanced array manipulation are implemented.