项目作者: cgcentral

项目描述 :
Resources for linear algebra students.
高级语言: Ruby
项目地址: git://github.com/cgcentral/awesome-linear-algebra.git
创建时间: 2020-08-18T07:26:23Z
项目社区:https://github.com/cgcentral/awesome-linear-algebra

开源协议:Creative Commons Zero v1.0 Universal

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Awesome Linear Algebra Awesome

:books: A list of books, courses, libraries, PDFs, tutorials, etc. for students
and learners of Linear Algebra.

Linear Algebra is a branch of mathematics that deals with linear relationships
through the representation of linear equations, vectors, and matrices. It is
typically taught as a distinct subject or course in higher education, although
most high school curriculums today include parts of its theory and concepts. Its
applications are found in computer science, economics, cryptology, data science,
computer graphics, physics, artificial intelligence, social sciences,
engineering, etc.

The goal of this list is to include the best & up-to-date resources of all kinds
that can be helpful to anyone learning or studying Linear Algebra. It also links
to resources particularly useful for developers who find the subject to be a
part of their projects and students studying Linear Algebra by means of computer
programming.

Contents

Articles

Books (PDFs)

Books (physical)

Courses

Papers

Repositories

  • CUDAMat - Python module for basic dense
    linear algebra computations on the GPU using CUDA.
  • CUTLASS - CUDA C++ templates for
    implementing high-performance matrix multiplication.
  • DirectXMath - C++ linear algebra
    library for use in games and graphics apps.
  • lnagb.js - Linear Algebra in a
    JavaScript library.
  • nalgebra - Linear algebra library for Rust.
  • numpy.linalg -
    NumPy linear algebra functions.
  • vectorius - Linear algebra library written in
    TypeScript.

See also