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The Top 98 Linear Algebra Open Source Projects

Categories > Mathematics > Linear Algebra
100 Days Of Ml Code ⭐ 31,377
100 Days of ML Coding
Deeplearning4j ⭐ 11,918
Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark
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
Numerical Linear Algebra ⭐ 7,649
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Algorithms ⭐ 7,487
A collection of algorithms and data structures
Smile ⭐ 5,120
Statistical Machine Intelligence & Learning Engine
Pts ⭐ 3,948
A library for visualization and creative-coding
Mathnet Numerics ⭐ 2,388
Math.NET Numerics
Nalgebra ⭐ 1,951
Linear algebra library for Rust.
Math Php ⭐ 1,829
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 ⭐ 1,657
Like NumPy, in JavaScript
Eigen Git Mirror ⭐ 1,622
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
Gosl ⭐ 1,549
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
Hackermath ⭐ 1,372
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Owl ⭐ 907
Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz
Notecalc3 ⭐ 846
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
Blis ⭐ 822
BLAS-like Library Instantiation Software Framework
Taco ⭐ 810
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Arraymancer ⭐ 770
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 ⭐ 746
A linear algebra and mathematics library for computer graphics.
Tiramisu ⭐ 669
A polyhedral compiler for expressing fast and portable data parallel algorithms
Vectorious ⭐ 615
Linear algebra in TypeScript.
Swix ⭐ 584
Swift Matrix Library
Cudamat ⭐ 553
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
Jblas ⭐ 517
Linear Algebra for Java
Spectra ⭐ 461
A header-only C++ library for large scale eigenvalue problems
Simit ⭐ 438
A language for computing on sparse systems
Matrex ⭐ 419
A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
Teaching ⭐ 399
Teaching Materials for Dr. Waleed A. Yousef
Dl_topics ⭐ 393
List of DL topics and resources essential for cracking interviews
Armadillo Code ⭐ 385
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
The Math Of Intelligence ⭐ 371
List of resources & possible pathway for the Math of Machine Learning and AI.
Ojalgo ⭐ 330
oj! Algorithms
Pggraphblas ⭐ 312
High Performance Graph Processing with Postgres and GraphBLAS
Basic Mathematics For Machine Learning ⭐ 279
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 ⭐ 274
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
Machine Learning Curriculum ⭐ 272
Complete path for a beginner to become a Machine Learning Scientist!
Simpeg ⭐ 269
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Mather ⭐ 265
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
Block ⭐ 253
An intelligent block matrix library for numpy, PyTorch, and beyond.
Pygraphblas ⭐ 253
GraphBLAS for Python
Arb ⭐ 252
C library for arbitrary-precision interval arithmetic
Mlcpp ⭐ 248
Set of examples of ML approaches implemented in C++
Rulinalg ⭐ 247
A linear algebra library written in Rust
Blasjs ⭐ 240
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.
Measurements.jl ⭐ 229
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.
Curso Algebra Lineal ⭐ 218
Curso de Álgebra Lineal
Libflame ⭐ 193
High-performance object-based library for DLA computations
Dlib ⭐ 182
Allocators, I/O streams, math, geometry, image and audio processing for D
Technicalnote ⭐ 182
Repository to store what we have studied. 📖 We want everyone to get a job through TechnicalNote.
Neo ⭐ 174
A matrix library
Phpsci Carray ⭐ 171
PHP library for scientific computing powered by C
Data Science Masters ⭐ 170
Self-study plan to achieve mastery in data science
Peroxide ⭐ 168
Rust numeric library with R, MATLAB & Python syntax
Ndarray Linalg ⭐ 160
Linear algebra package for rust-ndarray using LAPACK binding
Quant Notes ⭐ 160
Quantitative Interview Preparation Guide, updated version here ==>
Cpmoptimize ⭐ 159
🚀 🐍 Optimizes Python bytecode calculating linear recurrences
Mathematics For Machine Learning Cousera ⭐ 159
quizzes/assignments for mathematics for machine learning specialization on coursera
Cython Blis ⭐ 157
💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
Numerix ⭐ 152
A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
L1 ⭐ 152
L1: Tensor Studio — The playground for tensors
Labs ⭐ 146
Labs for the Foundations of Applied Mathematics curriculum.
Node Sylvester ⭐ 144
🐱 Sylvester is a vector, matrix, and geometry library for JavaScript, that runs in the browser and on the server.
100daysofmlcode ⭐ 141
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.
Ginkgo ⭐ 137
Numerical linear algebra software package
Tutorials ⭐ 137
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Magicl ⭐ 134
Matrix Algebra proGrams In Common Lisp.
Awesome Machine Learning Deep Learning Mathematics ⭐ 133
A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning
Linear Algebra ⭐ 131
Linear algebra for Nim
Foundry ⭐ 125
The Cognitive Foundry is an open-source Java library for building intelligent systems using machine learning
Crashnote ⭐ 120
A Note for Computer Graphics
Numphp ⭐ 118
Mathematical PHP library for scientific computing
Aardvark.base ⭐ 115
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.
Foundational Knowledge For Programmers ⭐ 110
List of resources about foundational knowledge for programmers (supposed to last a few decades)
Kokkos Kernels ⭐ 106
Kokkos C++ Performance Portability Programming EcoSystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
Xtensor Blas ⭐ 102
BLAS extension to xtensor
Lacaml ⭐ 98
OCaml bindings for BLAS/LAPACK (high-performance linear algebra Fortran libraries)
Q ⭐ 95
Quantum Computation Simulator written in golang
Krylovkit.jl ⭐ 89
Krylov methods for linear problems, eigenvalues, singular values and matrix functions
Nifty ⭐ 86
Numerical computing in Swift – for Linux and macOS
Cotila ⭐ 70
A compile-time linear algebra system for C++
Pardiso.jl ⭐ 66
Calling the PARDISO library from Julia
Oneapi Spec ⭐ 66
oneAPI Specification source files
Spmp ⭐ 61
sparse matrix pre-processing library
Hpddm ⭐ 59
A framework for high-performance domain decomposition methods.
Strumpack ⭐ 56
Structured Matrix Package (LBNL)
Numeric ⭐ 51
N-dimensional matrix class for Rust
Math_object_detection ⭐ 47
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.
Easytensor ⭐ 35
Many-dimensional type-safe numeric ops
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.
Quant Finance Resources ⭐ 30
Courses, Articles and many more which can help beginners or professionals.
Nasoq ⭐ 29
NASOQ:Numerically Accurate Sparsity Oriented QP Solver
Matrix ⭐ 23
Matrix laboratory
Okalgo ⭐ 20
Idiomatic Kotlin extensions for ojAlgo
Suitesparse ⭐ 19
SuiteSparse: a suite of sparse matrix packages by T. A. Davis et al. (This repository contains copies of the official versions.)
Liblaml ⭐ 7
A stand-alone pure C++ library for linear algebra and machine learning
Mumps.jl ⭐ 6
A Julia Interface to MUMPS
Fmatvec ⭐ 5
A fast vector/matrix library
1-98 of 98 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