linear-algebra
There are 2894 repositories under linear-algebra topic.
Avik-Jain/100-Days-Of-ML-Code
100 Days of ML Coding
williamfiset/Algorithms
A collection of algorithms and data structures
deeplearning4j/deeplearning4j
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.
janishar/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
fastai/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Visualize-ML/Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
haifengl/smile
Statistical Machine Intelligence & Learning Engine
Visualize-ML/Book3_Elements-of-Mathematics
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
williamngan/pts
A library for visualization and creative-coding
louisfb01/start-machine-learning
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!
dimforge/nalgebra
Linear algebra library for Rust.
mathnet/mathnet-numerics
Math.NET Numerics
kf-liu/The-Art-of-Linear-Algebra-zh-CN
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
jonkrohn/ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Moataz-Elmesmary/Data-Science-Roadmap
Data Science Roadmap from A to Z
MLNLP-World/MIT-Linear-Algebra-Notes
MLNLP: Notes for MIT-Linear-Algebra
nicolaspanel/numjs
Like NumPy, in JavaScript
markrogoyski/math-php
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
weijie-chen/Linear-Algebra-With-Python
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.
flame/blis
BLAS-like Library Instantiation Software Framework
Visualize-ML/Book7_Visualizations-for-Machine-Learning
Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正
cpmech/gosl
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
eigenteam/eigen-git-mirror
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
sarah-ek/faer-rs
Linear algebra foundation for the Rust programming language
amitkaps/hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
Reference-LAPACK/lapack
LAPACK development repository
mratsim/Arraymancer
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
tensor-compiler/taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
owlbarn/owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
bbodi/notecalc3
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
rustgd/cgmath
A linear algebra and mathematics library for computer graphics.
DrWaleedAYousef/Teaching
Teaching Materials for Dr. Waleed A. Yousef
fortran-lang/stdlib
Fortran Standard Library
towardsai/tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
mateogianolio/vectorious
Linear algebra in TypeScript.