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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
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.
Python package that implements Eigenfaces to build a face recognition database. It supports interaction with the webcam.
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.
A demonstration of the PageRank algorithm, using Eigenvectors to assign significance to HTML pages
Acoustic Vibration of a Fluid in a Three-Dimensional Cavity: Finite Element Method Simulation using CUDA and MATLAB
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
Signal space decomposition in MATLAB (MUSIC, Pisarenko, EV, Minimum Norm)
A collection of matrix-free iterative eigensolvers
This repository is about finding the eigenvalues and eigenvectors of an image or any input matrix
Symmetric Tridiagonal eigensolver in Julia
This project is created for learning the real world application of linear algebra which contains some core concepts like determinants, matrix, eigen-value, eigen-vector, etc to create a real-world application like steganography, grafh-theory, analysis of spread of disease, image processing, cryptography etc. This can have small bugs like exception handling but i always appreciate suggestion so please contact me for suggestion .
TuBes Algeo02 2022/2023 🛩
Eigenfaces and Fisherfaces for Face Recognition. With implementation of algorithms as PCA, KNN, Fisher Discriminant Analysis.