Topic: linear-algebra Goto Github

👇 Here are 3201 public repositories matching this topic...

ahmedbahaaeldin / from-0-to-research-scientist-resources-guide
linear-algebra,Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
User: ahmedbahaaeldin
machine-learning deep-learning linear-algebra probability calculus books lectures

amitkaps / hackermath
linear-algebra,Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
User: amitkaps
machine-learning linear-algebra statistics calculus python

avik-jain / 100-days-of-ml-code
linear-algebra,100 Days of ML Coding
User: avik-jain
machine-learning machine-learning-algorithms infographics tutorial siraj-raval-challenge siraj-raval implementation 100-days-of-code-log 100daysofcode python

axect / peroxide
linear-algebra,Rust numeric library with high performance and friendly syntax
User: axect
Home Page: https://crates.io/crates/peroxide
rust scientific-computing linear-algebra matrix statistics matlab interpolation spline determinant r

bbodi / notecalc3
linear-algebra,NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
User: bbodi
Home Page: https://bbodi.github.io/notecalc3/
calculator rust wasm webassembly note-taking notes math linear-algebra matrix

cpmech / gosl
linear-algebra,Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
User: cpmech
scientific-computing linear-algebra differential-equations sparse-systems parallel-computations computational-geometry fast-fourier-transform eigenvalues eigenvectors optimization

cudamat / cudamat
linear-algebra,Python module for performing basic dense linear algebra computations on the GPU using CUDA.
Organization: cudamat
python cuda linear-algebra

deeplearning4j / deeplearning4j
linear-algebra,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 learn...
Organization: deeplearning4j
Home Page: http://deeplearning4j.konduit.ai
java gpu deeplearning neural-nets deeplearning4j dl4j hadoop spark intellij artificial-intelligence

dimforge / nalgebra
linear-algebra,Linear algebra library for Rust.
Organization: dimforge
Home Page: https://nalgebra.org
linear-algebra matrix vector algebra

dingran / quant-notes
linear-algebra,Quantitative Interview Preparation Guide, updated version here ==>
User: dingran
Home Page: https://www.dingran.me/quantitative-interview-preparation-guide/
quantitative-finance interview-questions calculus linear-algebra probability statistics coding-interviews numerical-methods optimization finance

drwaleedayousef / teaching
linear-algebra,Teaching Materials for Dr. Waleed A. Yousef
User: drwaleedayousef
Home Page: http://www.wy.helwan.edu.eg
computer-science mathematics data-science data-structures data-visualization digital-design logic-design image-processing linear-algebra optimization

eigenteam / eigen-git-mirror
linear-algebra,THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
Organization: eigenteam
cplusplus linear-algebra matrix sparse-matrix solvers blas lapack

ericlengyel / terathon-math-library
linear-algebra,C++ math library for 2D/3D/4D vector, matrix, quaternion, and geometric algebra.
User: ericlengyel
Home Page: https://projectivegeometricalgebra.org/
dual-quaternions geometric-algebra linear-algebra quaternions

fastai / numerical-linear-algebra
linear-algebra,Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Organization: fastai
Home Page: http://www.fast.ai/2017/07/17/num-lin-alg/
numpy python linear-algebra data-science machine-learning algorithms deep-learning

flame / blis
linear-algebra,BLAS-like Library Instantiation Software Framework
Organization: flame
blis blas blas-libraries linear-algebra linear-algebra-library matrix-multiplication matrix-calculations matrix-library matrix-functions high-performance

fortran-lang / stdlib
linear-algebra,Fortran Standard Library
Organization: fortran-lang
Home Page: https://stdlib.fortran-lang.org
fortran stdlib fortran-stdlib fortran-library strings hash numpy quadrature rng sorting

greyhatguy007 / mathematics-for-machine-learning-and-data-science-specialization-coursera
linear-algebra,Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes
User: greyhatguy007
Home Page: https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science
coursera-data-science coursera-machine-learning coursera-mathematics coursera-specialization deeplearning-ai probability python statistics coursera-assignment machine-learning

haifengl / smile
linear-algebra,Statistical Machine Intelligence & Learning Engine
User: haifengl
Home Page: https://haifengl.github.io
machine-learning regression clustering manifold-learning nlp visualization classification nearest-neighbor-search interpolation wavelet

higham / what-is
linear-algebra,Important concepts in numerical linear algebra and related areas
User: higham
linear-algebra tutorial matrix-analysis numerical-analysis

hrnbot / basic-mathematics-for-machine-learning
linear-algebra,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
User: hrnbot
mathematics mathematical-functions mathematical-analysis algebra linear-algebra calculus statistics probability siraj-raval machine-learning

janishar / mit-deep-learning-book-pdf
linear-algebra,MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
User: janishar
deep-learning machine-learning linear-algebra mit deeplearning pdf neural-network neural-networks machine thinking

jblas-project / jblas
linear-algebra,Linear Algebra for Java
Organization: jblas-project
Home Page: http://jblas.org
java lapack linear-algebra machine-learning matrix-library

jobhope / technicalnote
linear-algebra,Repository to store what we have studied. :book: We want everyone to get a job through TechnicalNote.
Organization: jobhope
Home Page: https://github.com/jobhope/TechnicalNote
data-structures operating-system network database programming-language web computer-architecture algorithm linear-algebra github

jonkrohn / ml-foundations
linear-algebra,Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
User: jonkrohn
machine-learning data-science python mathematics linear-algebra calculus probability statistics computer-science data-structures

louisfb01 / start-machine-learning
linear-algebra,A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
User: louisfb01
Home Page: https://www.louisbouchard.ai/learnai/
machine-learning deep-learning youtube neural-networks artificial-intelligence course coursera coursera-machine-learning tutorial tutorials

markrogoyski / math-php
linear-algebra,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
User: markrogoyski
math mathematics linear-algebra statistics matrix probability distributions regression numerical-analysis information-theory

mateogianolio / vectorious
linear-algebra,Linear algebra in TypeScript.
User: mateogianolio
Home Page: https://docs.vectorious.org
blas javascript matrix vector linear-algebra high-performance-computing machine-learning linear-algebra-library typescript

mathnet / mathnet-numerics
linear-algebra,Math.NET Numerics
Organization: mathnet
Home Page: http://numerics.mathdotnet.com
math numerics linear-algebra fsharp matrix random mathnet csharp interpolation regression

mlnlp-world / mit-linear-algebra-notes
linear-algebra,MLNLP: Notes for MIT-Linear-Algebra
Organization: mlnlp-world
linear-algebra mlnlp

moataz-elmesmary / data-science-roadmap
linear-algebra,Data Science Roadmap from A to Z
User: moataz-elmesmary
Home Page: https://www.linkedin.com/posts/moatazelmesmary_github-moataz-elmesmarydata-science-roadmap-activity-6974293994960769024-yCdi?utm_source=share&utm_medium=member_desktop
data-analysis data-engineering data-science data-visualization deep-learning machine-learning mathematics probability python sql

mratsim / arraymancer
linear-algebra,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
User: mratsim
Home Page: https://mratsim.github.io/Arraymancer/
tensor nim multidimensional-arrays cuda deep-learning machine-learning cudnn high-performance-computing gpu-computing matrix-library

nicolaspanel / numjs
linear-algebra,Like NumPy, in JavaScript
User: nicolaspanel
linear-algebra ndarray javascript nodejs

nvidia / cudalibrarysamples
linear-algebra,CUDA Library Samples
Organization: nvidia
cufft curand cusolver cusparse nvjpeg cudss cutenros mathdx nppcublas nvcomp

owlbarn / owl
linear-algebra,Owl - OCaml Scientific Computing @ https://ocaml.xyz
Organization: owlbarn
matrix linear-algebra ndarray statistical-functions topic-modeling regression maths gsl plotting sparse-linear-systems

pypatel / quant-finance-resources
linear-algebra,Courses, Articles and many more which can help beginners or professionals.
User: pypatel
quant quantitative-finance algorithms algorithmic-trading ai artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks machine-learning probability

rapidsai / raft
linear-algebra,RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.
Organization: rapidsai
Home Page: https://docs.rapids.ai/api/raft/stable/
anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning

reference-lapack / lapack
linear-algebra,LAPACK development repository
Organization: reference-lapack
linear-algebra lapack blas lapacke linear-equations eigenvalues eigenvectors matrix-factorization singular-values svd

rustgd / cgmath
linear-algebra,A linear algebra and mathematics library for computer graphics.
Organization: rustgd
Home Page: https://docs.rs/cgmath
rust linear-algebra matrix vector computer-graphics simd simd-vector mathematics-library

sarah-quinones / faer-rs
linear-algebra,Linear algebra foundation for the Rust programming language
User: sarah-quinones
Home Page: https://faer-rs.github.io
linear-algebra matrix rust

stsievert / swix
linear-algebra,Swift Matrix Library
User: stsievert
Home Page: http://docs.stsievert.com/swix/
swift math linear-algebra

tensor-compiler / taco
linear-algebra,The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
Organization: tensor-compiler
Home Page: http://tensor-compiler.org
tensor tensor-algebra linear-algebra library code-generator sparse tensor-algebra-compiler

tiramisu-compiler / tiramisu
linear-algebra,A polyhedral compiler for expressing fast and portable data parallel algorithms
Organization: tiramisu-compiler
Home Page: http://tiramisu-compiler.org
compiler library optimization linear-algebra tensors deep-neural-networks machine-learning code-generation tensor-algebra

towardsai / tutorials
linear-algebra,AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Organization: towardsai
Home Page: https://towardsai.net/editorial
machine-learning data-science deep-learning neural-networks math nlp python programming python-tutorial tutorial

visualize-ml / book3_elements-of-mathematics
linear-algebra,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！
User: visualize-ml
data-science linear-algebra machine-learning mathematics matrix

visualize-ml / book4_power-of-matrix
linear-algebra,Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
User: visualize-ml
linear linear-algebra machine-learning mathematics matrix matrix-factorization

visualize-ml / book7_visualizations-for-machine-learning
linear-algebra,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
User: visualize-ml
baysian data-science linear-algebra machine-learning machine-learning-algorithms matrix

weijie-chen / linear-algebra-with-python
linear-algebra,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.
User: weijie-chen
mathematics linear-algebra python jupyter data-science data-visualization data-analysis matrix matrix-calculations computational-science

williamfiset / algorithms
linear-algebra,A collection of algorithms and data structures
User: williamfiset
algorithms linear-algebra graph-theory search-algorithms strings sorting-algorithms dynamic-programming geometry mathematics dijkstra

williamngan / pts
linear-algebra,A library for visualization and creative-coding
User: williamngan
Home Page: https://ptsjs.org
typescript visualization graphics creative-coding linear-algebra sound art design graphic-design vector

yixuan / spectra
linear-algebra,A header-only C++ library for large scale eigenvalue problems
User: yixuan
Home Page: https://spectralib.org
eigenvalues arpack linear-algebra spectra header-only