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The Top 814 Linear Algebra Open Source Projects on Github

Categories > Mathematics > Linear Algebra
100 Days Of Ml Code ⭐ 32,130
100 Days of ML Coding
Deeplearning4j ⭐ 12,206
Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark
Algorithms ⭐ 10,859
A collection of algorithms and data structures
Mit Deep Learning Book Pdf ⭐ 8,952
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Smile ⭐ 5,336
Statistical Machine Intelligence & Learning Engine
Pts ⭐ 4,447
A library for visualization and creative-coding
Mathnet Numerics ⭐ 2,605
Math.NET Numerics
Nalgebra ⭐ 2,324
Linear algebra library for Rust.
Math Php ⭐ 1,939
Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
Start Machine Learning ⭐ 1,861
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
Numjs ⭐ 1,846
Like NumPy, in JavaScript
Eigen Git Mirror ⭐ 1,622
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
Gosl ⭐ 1,604
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
From 0 To Research Scientist Resources Guide ⭐ 1,582
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Blis ⭐ 954
BLAS-like Library Instantiation Software Framework
Owl ⭐ 952
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Taco ⭐ 890
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Arraymancer ⭐ 859
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
Notecalc3 ⭐ 847
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
Cgmath ⭐ 832
A linear algebra and mathematics library for computer graphics.
Tiramisu ⭐ 750
A polyhedral compiler for expressing fast and portable data parallel algorithms
Vectorious ⭐ 616
Linear algebra in TypeScript.
Swix ⭐ 580
Swift Matrix Library
Ml Foundations ⭐ 573
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Cudamat ⭐ 542
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
Jblas ⭐ 532
Linear Algebra for Java
Teaching ⭐ 526
Teaching Materials for Dr. Waleed A. Yousef
Spectra ⭐ 501
A header-only C++ library for large scale eigenvalue problems
Simit ⭐ 429
A language for computing on sparse systems
Dl_topics ⭐ 402
List of DL topics and resources essential for cracking interviews
Armadillo Code ⭐ 394
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
Matrex ⭐ 374
A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
The Math Of Intelligence ⭐ 371
List of resources & possible pathway for the Math of Machine Learning and AI.
Ojalgo ⭐ 362
oj! Algorithms
Grassmann.jl ⭐ 322
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
Simpeg ⭐ 307
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Arb ⭐ 307
C library for arbitrary-precision ball arithmetic
Curso Algebra Lineal ⭐ 301
Curso de Álgebra Lineal
Measurements.jl ⭐ 285
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.
Technicalnote ⭐ 279
Repository to store what we have studied. 📖 We want everyone to get a job through TechnicalNote.
Pggraphblas ⭐ 275
High Performance Graph Processing with Postgres and GraphBLAS
Mather ⭐ 271
zzllrr mather(an offline tool for Math learning, education and research)小乐数学，离线可用的数学学习（自学或教学）、研究辅助工具。计划覆盖数学全部学科的解题、作图、演示、探索工具箱。目前是演示Demo版（抛转引玉），但已经支持数学公式编辑显示，部分作图功能，部分学科，如线性代数、离散数学的部分解题功能。最终目标是推动专业数学家、编程专家、教育工作者、科普工作者共同打造出更加专业级的Mather数学工具
Pygraphblas ⭐ 270
GraphBLAS for Python
Tutorials ⭐ 270
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Machine Learning Curriculum ⭐ 248
Complete path for a beginner to become a Machine Learning Scientist!
Block ⭐ 247
An intelligent block matrix library for numpy, PyTorch, and beyond.
Rulinalg ⭐ 240
A linear algebra library written in Rust
Blasjs ⭐ 238
Pure Javascript manually written 👌 implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.
Mlcpp ⭐ 230
Set of examples of ML approaches implemented in C++
Peroxide ⭐ 216
Rust numeric library with R, MATLAB & Python syntax
Ndarray Linalg ⭐ 213
Linear algebra package for rust-ndarray using LAPACK binding
Libflame ⭐ 203
High-performance object-based library for DLA computations
Mathematics For Machine Learning Coursera ⭐ 201
quizzes/assignments for mathematics for machine learning specialization on coursera
Dlib ⭐ 192
Allocators, I/O streams, math, geometry, image and audio processing for D
Neo ⭐ 185
A matrix library
Phpsci Carray ⭐ 178
PHP library for scientific computing powered by C
100daysofmlcode ⭐ 172
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍
Cpmoptimize ⭐ 172
🚀 🐍 Optimizes Python bytecode calculating linear recurrences, reducing the time complexity from O(n) to O(log n)
Ginkgo ⭐ 167
Numerical linear algebra software package
Cython Blis ⭐ 165
💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
Labs ⭐ 163
Labs for the Foundations of Applied Mathematics curriculum.
Numerix ⭐ 162
A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
Basic Mathematics For Machine Learning ⭐ 155
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
Magicl ⭐ 154
Matrix Algebra proGrams In Common Lisp.
Crashnote ⭐ 148
A Note for Computer Graphics
Blasfeo ⭐ 144
Basic linear algebra subroutines for embedded optimization
Data Science Masters ⭐ 144
Self-study plan to achieve mastery in data science
Node Sylvester ⭐ 144
🐱 Sylvester is a vector, matrix, and geometry library for JavaScript, that runs in the browser and on the server.
Krylov.jl ⭐ 136
A Julia Basket of Hand-Picked Krylov Methods
L1 ⭐ 135
L1: Tensor Studio — The playground for tensors
Linear Algebra ⭐ 133
Linear algebra for Nim
Fsharp.stats ⭐ 130
statistical testing, linear algebra, machine learning, fitting and signal processing in F#
Linear Algebra And Its Applications Notes ⭐ 129
《线性代数及其应用》笔记
Kokkos Kernels ⭐ 129
Kokkos C++ Performance Portability Programming EcoSystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
Monolish ⭐ 127
monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture
Foundry ⭐ 125
The Cognitive Foundry is an open-source Java library for building intelligent systems using machine learning
Aardvark.base ⭐ 124
Aardvark is an open-source platform for visual computing, real-time graphics and visualization. This repository is the basis for most platform libraries and provides basic functionality such as data-structures, math and much more.
Xtensor Blas ⭐ 120
BLAS extension to xtensor
Q ⭐ 119
Quantum Computation Simulator written in golang
Numsw ⭐ 118
Swift library like numpy, playgrounds notebook like jupyter.
Foundational Knowledge For Programmers ⭐ 112
List of resources about foundational knowledge for programmers (supposed to last a few decades)
Discretize ⭐ 111
Discretization tools for finite volume and inverse problems.
Numphp ⭐ 111
Mathematical PHP library for scientific computing
Awesome Machine Learning Deep Learning Mathematics ⭐ 110
A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
Krylovkit.jl ⭐ 103
Krylov methods for linear problems, eigenvalues, singular values and matrix functions
Lacaml ⭐ 101
OCaml bindings for BLAS/LAPACK (high-performance linear algebra Fortran libraries)
Quant Notes ⭐ 101
Quantitative Interview Preparation Guide, updated version here ==>
Cosma ⭐ 97
Distributed Communication-Optimal Matrix-Matrix Multiplication Algorithm
Num.cr ⭐ 96
Scientific computing in pure Crystal
Nifty ⭐ 92
Numerical computing in Swift – for Linux and macOS
Mathter ⭐ 90
A flexible and fast matrix, transform and geometry library.
Books Making You Better ⭐ 90
A list of classic books make better you understand not only how it works, but why it works.
Engcomp4_landlinear ⭐ 89
Using computational thinking to get deep insights on the foundations of linear algebra
Gaius.jl ⭐ 89
Divide and Conquer Linear Algebra
Oneapi Spec ⭐ 89
oneAPI Specification source files
Vg ⭐ 87
Vector-geometry toolbelt for 3D points and vectors
Tensor ⭐ 86
A library and extension that provides objects for scientific computing in PHP.
Zalgebra ⭐ 85
Linear algebra library for games and real-time computer graphics.
Intuitive Math ⭐ 82
Intuitive math descriptions and animations (like 3b1b)
1-100 of 814 projects

Related Projects

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Jupyter Notebook Linear Algebra Projects (92)
Vector Linear Algebra Projects (85)
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C Linear Algebra Projects (66)
Statistics Linear Algebra Projects (65)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
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Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
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Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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