linear-algebra

There are 3387 repositories under linear-algebra topic.

  • Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization

    ”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正

    Language:Jupyter Notebook1k

  • Terathon-Math-Library

    C++ math library for 2D/3D/4D vector, matrix, quaternion, and geometric algebra.

    Language:C++974

  • tiramisu

    A polyhedral compiler for expressing fast and portable data parallel algorithms

    Language:C++951

  • raft

    RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

    Language:Cuda933

  • vectorious

    Linear algebra in TypeScript.

    Language:TypeScript919

  • quant-notes

    Quantitative Interview Preparation Guide, updated version here ==>

    Language:Jupyter Notebook859

  • spectra

    A header-only C++ library for large scale eigenvalue problems

    Language:C++803

  • Quant-Finance-Resources

    Courses, Articles and many more which can help beginners or professionals.

    784

  • what-is

    Important concepts in numerical linear algebra and related areas

    776

  • Mathematics-for-Machine-Learning-and-Data-Science-Specialization-Coursera

    Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

    Language:Jupyter Notebook763

  • Basic-Mathematics-for-Machine-Learning

    The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

    Language:Jupyter Notebook700

  • Mathematics-for-Machine-Learning-and-Data-Science-Specialization

    Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

    Language:Jupyter Notebook673

  • Peroxide

    Rust numeric library with high performance and friendly syntax

    Language:Rust650
  • TechnicalNote

    TechnicalNote

    Repository to store what we have studied. :book: We want everyone to get a job through TechnicalNote.

    Language:C++623

  • cudamat

    Python module for performing basic dense linear algebra computations on the GPU using CUDA.

    Language:Python609

  • jblas

    Linear Algebra for Java

    Language:Java599

  • swix

    Swift Matrix Library

    Language:C++589
  • simpeg

    simpeg

    Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

    Language:Python581
  • kotlingrad

    kotlingrad

    🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

    Language:Kotlin539

  • flint

    FLINT (Fast Library for Number Theory)

    Language:C529

  • Measurements.jl

    Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.

    Language:Julia508

  • armadillo-code

    Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

    507

  • ginkgo

    Numerical linear algebra software package

    Language:C++506

  • curso-algebra-lineal

    Curso de Álgebra Lineal

    Language:HTML500
  • Grassmann.jl

    Grassmann.jl

    ⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra

    Language:Julia492
  • matrex

    matrex

    A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

    Language:Elixir485

  • ojAlgo

    oj! Algorithms

    Language:Java484

  • lineax

    Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

    Language:Python472

  • arb

    Arb has been merged into FLINT -- use https://github.com/flintlib/flint/ instead

    Language:C469

  • simit

    A language for computing on sparse systems

    Language:C++457

  • DL_Topics

    List of DL topics and resources essential for cracking interviews

    449

  • ndarray-linalg

    Linear algebra package for rust-ndarray using LAPACK binding

    Language:Rust425

  • Krylov.jl

    A Julia Basket of Hand-Picked Krylov Methods

    Language:Julia424

  • IterativeSolvers.jl

    Iterative algorithms for solving linear systems, eigensystems, and singular value problems

    Language:Julia417

  • the-math-of-intelligence

    List of resources & possible pathway for the Math of Machine Learning and AI.

    409

  • ComputationalPhysics

    Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.

    396