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The Top 23 Linear Algebra Open Source Projects

Open source projects categorized as Linear Algebra
Categories > Mathematics > Linear Algebra
100 Days Of Ml Code ⭐ 42,417
100 Days of ML Coding
most recent commit 4 months ago
Algorithms ⭐ 16,429
A collection of algorithms and data structures
most recent commit 2 months ago
Deeplearning4j ⭐ 13,397
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 119total releases 54most recent commit 24 days ago
Mit Deep Learning Book Pdf ⭐ 11,564
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
most recent commit 6 months ago
Numerical Linear Algebra ⭐ 9,850
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
most recent commit 3 months ago
From 0 To Research Scientist Resources Guide ⭐ 6,443
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
most recent commit 10 months ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months ago
Pts ⭐ 5,039
A library for visualization and creative-coding
dependent packages 7total releases 72most recent commit 6 months agonpm pts} Downloads
Start Machine Learning ⭐ 4,062
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 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 ⭐ 3,692
Linear algebra library for Rust.
dependent packages 765total releases 113most recent commit 18 days agocargo nalgebra} Downloads
Mathnet Numerics ⭐ 3,322
Math.NET Numerics
dependent packages 444total releases 114most recent commit 3 months agonuget MathNet.Numerics} Downloads
Mit Linear Algebra Notes ⭐ 2,667
MLNLP: Notes for MIT-Linear-Algebra
most recent commit 9 months ago
Data Science Roadmap ⭐ 2,445
Data Science Roadmap from A to Z
most recent commit 4 months ago
Numjs ⭐ 2,302
Like NumPy, in JavaScript
dependent packages 53total releases 27most recent commit 3 months agonpm numjs} Downloads
Math Php ⭐ 2,280
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 23total releases 135most recent commit 4 months agopackagist markrogoyski/math-php} Downloads
Ml Foundations ⭐ 2,224
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
most recent commit 9 months ago
Linear Algebra With Python ⭐ 2,160
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the 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 a year ago
Gosl ⭐ 1,791
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 1total releases 24most recent commit 3 months ago
Blis ⭐ 1,741
BLAS-like Library Instantiation Software Framework
dependent packages 1total releases 13most recent commit 3 months ago
Deeplearningbook Notes ⭐ 1,432
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
most recent commit 4 years ago
Numpy_exercises ⭐ 1,407
Numpy exercises.
most recent commit 4 years ago
Hackermath ⭐ 1,339
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
most recent commit 6 years ago
Lapack ⭐ 1,336
LAPACK development repository
most recent commit 3 months ago
The 10 Most Depended On Linear Algebra Open Source Projects
Nalgebra ⭐ 3,692
Linear algebra library for Rust.
dependent packages 765total releases 113latest release July 09, 2023most recent commit 18 days agocargo nalgebra} Downloads
Mathnet Numerics ⭐ 3,322
Math.NET Numerics
dependent packages 444total releases 114latest release April 03, 2022most recent commit 3 months agonuget MathNet.Numerics} Downloads
Cgmath ⭐ 1,070
A linear algebra and mathematics library for computer graphics.
dependent packages 266total releases 37latest release January 03, 2021most recent commit a year agocargo cgmath} Downloads
Lapack ⭐ 68
A LAPACK implementation for Go [DEPRECATED]
dependent packages 110total releases 1latest release November 23, 2018most recent commit 5 years ago
Aardvark.base ⭐ 141
Aardvark.Base is the foundation of the open-source Aardvark Platform for visual computing, real-time graphics, and visualization.
dependent packages 101total releases 381latest release October 30, 2023most recent commit 4 months agonuget Aardvark.Base} Downloads
Ndarray Linalg ⭐ 299
Linear algebra package for rust-ndarray using LAPACK binding
dependent packages 83total releases 40latest release October 04, 2022most recent commit 10 months agocargo ndarray-linalg} Downloads
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62latest release October 16, 2023most recent commit 3 months ago
Openblas Src ⭐ 70
Source of BLAS and LAPACK via OpenBLAS
dependent packages 66total releases 20latest release January 14, 2023most recent commit 3 months agocargo openblas-src} Downloads
Cython Blis ⭐ 204
💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
dependent packages 53total releases 46latest release September 22, 2023most recent commit 6 months agopypi blis} Downloads
The 10 Latest Releases In Linear Algebra Open Source Projects
Genericlinearalgebra.jl ⭐ 136
Generic numerical linear algebra in Julia
latest release December 09, 2023most recent commit 3 months ago
Pdmats.jl ⭐ 102
Uniform Interface for positive definite matrices of various structures
latest release December 08, 2023most recent commit 4 months ago
Faer Rs ⭐ 1,062
Linear algebra foundation for the Rust programming language
dependent packages 14total releases 22latest release December 08, 2023most recent commit 4 months agocargo faer-core} Downloads
Manu ⭐ 39
Nim MAtrix NUmeric package
latest release November 27, 2023most recent commit 8 months ago
Peroxide ⭐ 418
Rust numeric library with R, MATLAB & Python syntax
dependent packages 5total releases 207latest release November 25, 2023most recent commit 5 months agocargo peroxide} Downloads
Csparse.net ⭐ 53
A concise library for solving sparse linear systems with direct methods.
dependent packages 5total releases 23latest release November 15, 2023most recent commit 4 months agonuget CSparse} Downloads
Libceed ⭐ 169
CEED Library: Code for Efficient Extensible Discretizations
dependent packages 1total releases 4latest release November 01, 2023most recent commit 3 months agocargo libceed-sys} Downloads
Aardvark.base ⭐ 141
Aardvark.Base is the foundation of the open-source Aardvark Platform for visual computing, real-time graphics, and visualization.
dependent packages 101total releases 381latest release October 30, 2023most recent commit 4 months agonuget Aardvark.Base} Downloads
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