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The Top 104 Linear Algebra Open Source Projects

Categories > Mathematics > Linear Algebra
100 Days Of Ml Code ⭐ 31,904
100 Days of ML Coding
Deeplearning4j ⭐ 12,017
Model import deployment framework for retraining models (pytorch, tensorflow,keras) deploying in JVM Micro service environments, mobile devices, iot, and Apache Spark
Algorithms ⭐ 9,517
A collection of algorithms and data structures
Mit Deep Learning Book Pdf ⭐ 9,246
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Numerical Linear Algebra ⭐ 7,826
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Smile ⭐ 5,219
Statistical Machine Intelligence & Learning Engine
Pts ⭐ 4,003
A library for visualization and creative-coding
Mathnet Numerics ⭐ 2,463
Math.NET Numerics
Nalgebra ⭐ 2,070
Linear algebra library for Rust.
Math Php ⭐ 1,874
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
Numjs ⭐ 1,729
Like NumPy, in JavaScript
Eigen Git Mirror ⭐ 1,634
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
Gosl ⭐ 1,568
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 ⭐ 1,446
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Hackermath ⭐ 1,380
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Notecalc3 ⭐ 928
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
Owl ⭐ 925
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Blis ⭐ 881
BLAS-like Library Instantiation Software Framework
Taco ⭐ 854
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Arraymancer ⭐ 807
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
Cgmath ⭐ 787
A linear algebra and mathematics library for computer graphics.
Tiramisu ⭐ 707
A polyhedral compiler for expressing fast and portable data parallel algorithms
Vectorious ⭐ 618
Linear algebra in TypeScript.
Swix ⭐ 582
Swift Matrix Library
Cudamat ⭐ 555
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
Jblas ⭐ 530
Linear Algebra for Java
Spectra ⭐ 482
A header-only C++ library for large scale eigenvalue problems
Teaching ⭐ 451
Teaching Materials for Dr. Waleed A. Yousef
Start Machine Learning In 2020 ⭐ 446
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!
Simit ⭐ 440
A language for computing on sparse systems
Matrex ⭐ 435
A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
Dl_topics ⭐ 392
List of DL topics and resources essential for cracking interviews
Armadillo Code ⭐ 387
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
The Math Of Intelligence ⭐ 373
List of resources & possible pathway for the Math of Machine Learning and AI.
Ojalgo ⭐ 343
oj! Algorithms
Pggraphblas ⭐ 317
High Performance Graph Processing with Postgres and GraphBLAS
Basic Mathematics For Machine Learning ⭐ 303
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
Grassmann.jl ⭐ 296
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
Simpeg ⭐ 288
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Arb ⭐ 284
C library for arbitrary-precision ball arithmetic
Machine Learning Curriculum ⭐ 281
Complete path for a beginner to become a Machine Learning Scientist!
Mather ⭐ 270
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
Measurements.jl ⭐ 262
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.
Block ⭐ 254
An intelligent block matrix library for numpy, PyTorch, and beyond.
Pygraphblas ⭐ 254
GraphBLAS for Python
Mlcpp ⭐ 252
Set of examples of ML approaches implemented in C++
Rulinalg ⭐ 249
A linear algebra library written in Rust
Blasjs ⭐ 244
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.
Curso Algebra Lineal ⭐ 244
Curso de Álgebra Lineal
Tutorials ⭐ 233
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Technicalnote ⭐ 219
Repository to store what we have studied. 📖 We want everyone to get a job through TechnicalNote.
Peroxide ⭐ 205
Rust numeric library with R, MATLAB & Python syntax
Libflame ⭐ 199
High-performance object-based library for DLA computations
Mathematics For Machine Learning Cousera ⭐ 189
quizzes/assignments for mathematics for machine learning specialization on coursera
Ndarray Linalg ⭐ 188
Linear algebra package for rust-ndarray using LAPACK binding
Quant Notes ⭐ 185
Quantitative Interview Preparation Guide, updated version here ==>
Data Science Masters ⭐ 182
Self-study plan to achieve mastery in data science
Neo ⭐ 182
A matrix library
Dlib ⭐ 181
Allocators, I/O streams, math, geometry, image and audio processing for D
Phpsci Carray ⭐ 177
PHP library for scientific computing powered by C
Cython Blis ⭐ 166
💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
Numerix ⭐ 160
A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
Cpmoptimize ⭐ 159
🚀 🐍 Optimizes Python code calculating linear recurrences, reducing the time complexity from O(n) to O(log n)
L1 ⭐ 156
L1: Tensor Studio — The playground for tensors
Ginkgo ⭐ 152
Numerical linear algebra software package
Labs ⭐ 151
Labs for the Foundations of Applied Mathematics curriculum.
100daysofmlcode ⭐ 147
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.
Computationalphysics ⭐ 145
Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.
Node Sylvester ⭐ 144
🐱 Sylvester is a vector, matrix, and geometry library for JavaScript, that runs in the browser and on the server.
Magicl ⭐ 140
Matrix Algebra proGrams In Common Lisp.
Awesome Machine Learning Deep Learning Mathematics ⭐ 139
A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
Linear Algebra ⭐ 133
Linear algebra for Nim
Foundry ⭐ 124
The Cognitive Foundry is an open-source Java library for building intelligent systems using machine learning
Blasfeo ⭐ 124
Basic linear algebra subroutines for embedded optimization
Crashnote ⭐ 122
A Note for Computer Graphics
Numphp ⭐ 120
Mathematical PHP library for scientific computing
Aardvark.base ⭐ 118
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.
Kokkos Kernels ⭐ 118
Kokkos C++ Performance Portability Programming EcoSystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
Foundational Knowledge For Programmers ⭐ 118
List of resources about foundational knowledge for programmers (supposed to last a few decades)
Krylov.jl ⭐ 109
A Julia Basket of Hand-Picked Krylov Methods
Xtensor Blas ⭐ 102
BLAS extension to xtensor
Lacaml ⭐ 101
OCaml bindings for BLAS/LAPACK (high-performance linear algebra Fortran libraries)
Q ⭐ 100
Quantum Computation Simulator written in golang
Krylovkit.jl ⭐ 93
Krylov methods for linear problems, eigenvalues, singular values and matrix functions
Nifty ⭐ 86
Numerical computing in Swift – for Linux and macOS
Cotila ⭐ 80
A compile-time linear algebra system for C++
Oneapi Spec ⭐ 79
oneAPI Specification source files
Pardiso.jl ⭐ 67
Calling the PARDISO library from Julia
Spmp ⭐ 63
sparse matrix pre-processing library
Hpddm ⭐ 60
A framework for high-performance domain decomposition methods.
Strumpack ⭐ 58
Structured Matrix Package (LBNL)
Pyarmadillo ⭐ 58
PyArmadillo: an alternative approach to linear algebra in Python
Math_object_detection ⭐ 53
An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.
Numeric ⭐ 51
N-dimensional matrix class for Rust
Quant Finance Resources ⭐ 45
Courses, Articles and many more which can help beginners or professionals.
Easytensor ⭐ 35
Many-dimensional type-safe numeric ops
Nasoq ⭐ 31
NASOQ:Numerically Accurate Sparsity Oriented QP Solver
Constant Vigilance ⭐ 30
Learn this if you want to be a software engineer. Constant vigilance means being continually aware of areas that need improvement. For me, I am constantly searching for valuable resources to ensure I am able to solve any problem that comes my way.
Matrix ⭐ 23
Matrix laboratory
Okalgo ⭐ 20
Idiomatic Kotlin extensions for ojAlgo
1-100 of 104 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210