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The Top 1,043 Linear Algebra Open Source Projects

Categories > Mathematics > Linear Algebra
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 4 months ago
Algorithms ⭐ 12,650
A collection of algorithms and data structures
most recent commit a month ago
Deeplearning4j ⭐ 12,522
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
dependent packages 109total releases 52most recent commit 17 hours ago
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
most recent commit a year ago
Smile ⭐ 5,510
Statistical Machine Intelligence & Learning Engine
dependent packages 30total releases 30most recent commit a month ago
Pts ⭐ 4,799
A library for visualization and creative-coding
total releases 65most recent commit 2 days ago
Mathnet Numerics ⭐ 2,837
Math.NET Numerics
dependent packages 353total releases 114most recent commit 14 days agonuget MathNet.Numerics} Downloads
Start Machine Learning ⭐ 2,748
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2022 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
most recent commit a month ago
Nalgebra ⭐ 2,669
Linear algebra library for Rust.
dependent packages 469total releases 105most recent commit 19 days agocargo nalgebra} Downloads
Math Php ⭐ 2,065
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
dependent packages 22total releases 132most recent commit 3 months agopackagist markrogoyski/math-php} Downloads
Numjs ⭐ 1,966
Like NumPy, in JavaScript
dependent packages 41total releases 27most recent commit 3 months agonpm numjs} Downloads
Gosl ⭐ 1,669
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
dependent packages 3total releases 22most recent commit 23 days ago
Linear_algebra_with_python ⭐ 1,639
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
most recent commit 3 months ago
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.
most recent commit a year ago
Deeplearningbook Notes ⭐ 1,432
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
most recent commit 2 years ago
Numpy_exercises ⭐ 1,407
Numpy exercises.
most recent commit 3 years ago
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 5 years ago
Blis ⭐ 1,319
BLAS-like Library Instantiation Software Framework
dependent packages 1total releases 13most recent commit 6 days ago
Owl ⭐ 1,015
Owl - OCaml Scientific Computing @ http://ocaml.xyz
most recent commit 13 days ago
Notecalc3 ⭐ 988
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
most recent commit 9 months ago
Taco ⭐ 987
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
most recent commit 14 days ago
Ml Foundations ⭐ 970
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 2 months ago
Lapack ⭐ 970
LAPACK development repository
most recent commit 3 days ago
Arraymancer ⭐ 944
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
most recent commit 2 months ago
Cgmath ⭐ 927
A linear algebra and mathematics library for computer graphics.
dependent packages 183total releases 37most recent commit 3 months agocargo cgmath} Downloads
Science.js ⭐ 842
Scientific and statistical computing in JavaScript.
dependent packages 10total releases 4most recent commit 2 years agonpm science} Downloads
Tiramisu ⭐ 790
A polyhedral compiler for expressing fast and portable data parallel algorithms
most recent commit 21 days ago
Tutorials ⭐ 736
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit 19 days ago
Teaching ⭐ 704
Teaching Materials for Dr. Waleed A. Yousef
most recent commit 2 months ago
Qusimpy ⭐ 687
A Multi-Qubit Ideal Quantum Computer Simulator
most recent commit 4 years ago
Vectorious ⭐ 631
Linear algebra in TypeScript.
dependent packages 12total releases 87most recent commit 22 days agonpm vectorious} Downloads
Swix ⭐ 580
Swift Matrix Library
most recent commit 2 years ago
Spectra ⭐ 560
A header-only C++ library for large scale eigenvalue problems
most recent commit a month ago
Cudamat ⭐ 542
Python module for performing basic dense linear algebra computations on the GPU using CUDA.
most recent commit 2 years ago
Jblas ⭐ 532
Linear Algebra for Java
dependent packages 49total releases 4most recent commit a year ago
Mathgeolib ⭐ 524
A C++ library for linear algebra and geometry manipulation for computer graphics.
most recent commit a year ago
Kotlingrad ⭐ 468
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
total releases 2most recent commit 4 days ago
Simit ⭐ 429
A language for computing on sparse systems
most recent commit 3 years ago
Technicalnote ⭐ 407
Repository to store what we have studied. 📖 We want everyone to get a job through TechnicalNote.
most recent commit 3 days ago
Armadillo Code ⭐ 403
Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net
most recent commit a month ago
Dl_topics ⭐ 402
List of DL topics and resources essential for cracking interviews
most recent commit a year ago
Ojalgo ⭐ 386
oj! Algorithms
dependent packages 21total releases 54most recent commit 7 days ago
Michael S Data Science Curriculum ⭐ 381
This is the companion curriculum to my guide to becoming a data scientist.
most recent commit 10 months ago
The Math Of Intelligence ⭐ 378
List of resources & possible pathway for the Math of Machine Learning and AI.
most recent commit 6 months ago
Matrex ⭐ 374
A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
dependent packages 1total releases 18most recent commit 2 years agohex matrex} Downloads
Arb ⭐ 369
C library for arbitrary-precision ball arithmetic
most recent commit 2 days ago
Measurements.jl ⭐ 364
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.
most recent commit 10 days ago
Grassmann.jl ⭐ 362
⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex
most recent commit 2 months ago
Simpeg ⭐ 362
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
most recent commit 4 days ago
Hmatrix ⭐ 352
Linear algebra and numerical computation
total releases 60most recent commit 4 months ago
18335 ⭐ 342
18.335 - Introduction to Numerical Methods course
most recent commit 2 months ago
Curso Algebra Lineal ⭐ 335
Curso de Álgebra Lineal
most recent commit 3 months ago
La4j ⭐ 334
Linear Algebra for Java
dependent packages 10total releases 7most recent commit 3 years ago
Peroxide ⭐ 307
Rust numeric library with R, MATLAB & Python syntax
dependent packages 2total releases 191most recent commit 20 days agocargo peroxide} Downloads
Mather ⭐ 283
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
most recent commit 3 months ago
Pggraphblas ⭐ 275
High Performance Graph Processing with Postgres and GraphBLAS
most recent commit 2 years ago
Rob101 ⭐ 270
Pilot course for Robotics 101: Computational Linear Algebra
most recent commit 4 months ago
Pygraphblas ⭐ 269
GraphBLAS for Python
total releases 3most recent commit 9 months ago
Blasjs ⭐ 263
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.
total releases 15most recent commit 3 months ago
Block ⭐ 260
An intelligent block matrix library for numpy, PyTorch, and beyond.
total releases 5most recent commit 5 months ago
Machine Learning Curriculum ⭐ 248
Complete path for a beginner to become a Machine Learning Scientist!
most recent commit 4 years ago
Rulinalg ⭐ 240
A linear algebra library written in Rust
dependent packages 15total releases 17most recent commit 2 years agocargo rulinalg} Downloads
Play With Linear Algebra ⭐ 235
Codes of my MOOC Course <Play with Linear Algebra>. Updated contents and practices are also included. 我在慕课网上的课程《玩转线性代数》示例代码，使用Python语言。课程的更多更新内容及辅助练习也将逐
most recent commit 2 years ago
Mlcpp ⭐ 230
Set of examples of ML approaches implemented in C++
most recent commit 2 years ago
Ginkgo ⭐ 226
Numerical linear algebra software package
most recent commit 2 days ago
Krylov.jl ⭐ 219
A Julia Basket of Hand-Picked Krylov Methods
most recent commit 10 days ago
Lazyarrays.jl ⭐ 215
Lazy arrays and linear algebra in Julia
most recent commit 17 days ago
Ndarray Linalg ⭐ 213
Linear algebra package for rust-ndarray using LAPACK binding
dependent packages 49total releases 35most recent commit a year agocargo ndarray-linalg} Downloads
Awesomemlmath ⭐ 212
Curated list to learn the math basics for machine learning
most recent commit 4 years ago
Libflame ⭐ 210
High-performance object-based library for DLA computations
most recent commit 7 days ago
Computationalphysics ⭐ 208
Introductory course in Computational Physics, including linear algebra, eigenvalue problems, differential equations, Monte Carlo methods and more.
most recent commit 4 months ago
Neo ⭐ 204
A matrix library
most recent commit 3 months ago
Mathematics For Machine Learning Coursera ⭐ 201
quizzes/assignments for mathematics for machine learning specialization on coursera
most recent commit 2 years ago
Dlib ⭐ 201
Allocators, I/O streams, math, geometry, image and audio processing for D
dependent packages 12total releases 68most recent commit 6 days agodub dlib} Downloads
100daysofmlcode ⭐ 195
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 👍
most recent commit 8 months ago
Cython Blis ⭐ 189
💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
dependent packages 35total releases 40most recent commit 12 days agopypi blis} Downloads
Magicl ⭐ 186
Matrix Algebra proGrams In Common Lisp.
most recent commit a day ago
Blasfeo ⭐ 182
Basic linear algebra subroutines for embedded optimization
most recent commit 23 days ago
Arpack Ng ⭐ 178
Collection of Fortran77 subroutines designed to solve large scale eigenvalue problems.
dependent packages 8total releases 1most recent commit 9 days ago
Phpsci Carray ⭐ 178
PHP library for scientific computing powered by C
most recent commit a year ago
Labs ⭐ 173
Labs for the Foundations of Applied Mathematics curriculum.
most recent commit 7 days ago
Cpmoptimize ⭐ 173
🚀 🐍 Optimizes Python bytecode calculating linear recurrences, reducing the time complexity from O(n) to O(log n)
total releases 5most recent commit 5 months ago
Monolish ⭐ 173
monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture
most recent commit 14 days ago
Kokkos Kernels ⭐ 167
Kokkos C++ Performance Portability Programming EcoSystem: Math Kernels - Provides BLAS, Sparse BLAS and Graph Kernels
most recent commit 11 days ago
Crashnotes ⭐ 164
Notes on Computer Graphics
most recent commit 5 months ago
Numerix ⭐ 162
A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning
total releases 15most recent commit a year ago
Krylovkit.jl ⭐ 156
Krylov methods for linear problems, eigenvalues, singular values and matrix functions
most recent commit 2 months ago
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
most recent commit 2 years ago
Fsharp.stats ⭐ 150
statistical testing, linear algebra, machine learning, fitting and signal processing in F#
dependent packages 11total releases 10most recent commit 6 days agonuget FSharp.Stats} Downloads
Q ⭐ 149
Quantum Computation Simulator for Go
dependent packages 1total releases 64most recent commit 8 days ago
Node Sylvester ⭐ 146
🐱 Sylvester is a vector, matrix, and geometry library for JavaScript, that runs in the browser and on the server.
most recent commit 12 days ago
L1 ⭐ 135
L1: Tensor Studio — The playground for tensors
most recent commit 3 years ago
Aardvark.base ⭐ 134
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.
dependent packages 78total releases 359most recent commit 10 days agonuget Aardvark.Base} Downloads
Linear Algebra ⭐ 133
Linear algebra for Nim
most recent commit a year ago
Oneapi Spec ⭐ 129
oneAPI Specification source files
most recent commit a month ago
Discretize ⭐ 127
Discretization tools for finite volume and inverse problems.
dependent packages 1total releases 17most recent commit a month ago
Basiclinearalgebra ⭐ 126
A library for using matrices and linear algebra on Arduino
most recent commit a month ago
Tensor ⭐ 126
A library and extension that provides objects for scientific computing in PHP.
dependent packages 3total releases 27most recent commit 3 months agopackagist rubix/tensor} Downloads
Foundry ⭐ 125
The Cognitive Foundry is an open-source Java library for building intelligent systems using machine learning
most recent commit 2 years ago
Xtensor Blas ⭐ 124
BLAS extension to xtensor
dependent packages 1total releases 32most recent commit 8 months ago
1-100 of 1,043 projects
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