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Numerical Linear Algebra ⭐ 9,325

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Lapack ⭐ 1,158

LAPACK development repository

Play With Linear Algebra ⭐ 235

Codes of my MOOC Course <Play with Linear Algebra>. Updated contents and practices are also included. 我在慕课网上的课程《玩转线性代数》示例代码，使用Python语言。课程的更多更新内容及辅助练习也将逐

Engcomp4_landlinear ⭐ 104

Using computational thinking to get deep insights on the foundations of linear algebra

Python code implementing the power method for Singular Value Decomposition

Elemental.jl ⭐ 68

Julia interface to the Elemental linear algebra library.

Backwardslinalg.jl ⭐ 20

Auto differentiation over linear algebras (a Zygote extension)

Loshu.js ⭐ 15

A linear algebra library for JavaScript 🔢

Simple Linear Algebra Header

Projects ⭐ 15

Various Small Projects on Various Subjects

A simple library to compute Singular Value Decomposition as explained in "Singular Value Decomposition and Least Squares Solutions. By G.H. Golub et al."

A linear algebra library for TypeScript and JavaScript

Linearalgebragit ⭐ 9

Linear Algebra Reformed for 21st C Application

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

Linearalgebra ⭐ 5

Linear algebra utilities in Kotlin

Codingthematrix ⭐ 4

CodingTheMatrix Study

Jacobisvd.jl ⭐ 2

Julia wrapper for LAPACK Jacobi SVD routines

Reducing Bmp Images ⭐ 2

Reduced the size of .bmp images (up to 85%) using SVD implemented in Python, Matplotlib and Numpy.

Computational Linear Algebra ⭐ 2

Rapidly develops the SVD and uses it for everything.

Dimreduce4gpu ⭐ 2

Dimensionality reduction ("dimreduce") on GPUs ("4gpu")

CPSC 302: Numerical Computation for Algebraic Problems (2016W T1)

Image Compression ⭐ 2

Utilizing MATLAB to show how SVD can be used to compress colored images

Magmasharp ⭐ 2

.NET High Level API for MAGMA - Matrix Algebra for GPU and Multicore Architectures.

Pyspectra ⭐ 1

Unofficial python interface to Spectra library; GPU accelerated eigenvalue / TruncatedSVD problems solving

Applications Linear Algebra ⭐ 1

Linear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.

Linear Algebra ⭐ 1

Resources for learning Linear algebra

Numerical_python ⭐ 1

Numerical methods written in Python (ODE, Linear Algebra, Rootfinding, Ax=b, Fourier transform)

Implementations of some numerical optimization, matrix approximation + decomposition algorithms.

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