Topic: linear-algebra Goto Github

👇 Here are 2834 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
books calculus deep-learning lectures linear-algebra machine-learning probability

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

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

breandan / kotlingrad
linear-algebra,🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
User: breandan
Home Page: https://breandan.net/public/masters_thesis.pdf#page=49
automatic-differentiation differentiable-programming computer-algebra kotlin types shape-safety multi-stage-programming symbolic-differentiation optimization gradient-descent

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
cuda linear-algebra python

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 learning using automatic differentiation.
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
algebra linear-algebra matrix vector

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 pattern-recognition machine-learning statistics statistical-learning statistical-models analysis-of-algorithms programming discrete-mathematics probability

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

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 matrix-analysis numerical-analysis tutorial

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 maths machinelearning-python python notebook ai siraj pytorch prerequisites beginner

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

juliaphysics / measurements.jl
linear-algebra,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.
Organization: juliaphysics
Home Page: https://juliaphysics.github.io/Measurements.jl/stable/
arbitrary-precision complex-numbers error-propagation julia linear-algebra multiprecision numerical-integration physical-quantities physics uncertainties uncertainty-propagation

louisfb01 / start-machine-learning
linear-algebra,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!
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

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 scientific-computing numerical-calculations statistics mcmc optimization autograd algorithmic-differentation automatic-differentiation machine-learning neural-network

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
computer-graphics linear-algebra mathematics-library matrix rust simd simd-vector vector

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

simpeg / simpeg
linear-algebra,Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
Organization: simpeg
Home Page: http://simpeg.xyz
python finite-volume geophysics inversion linear-algebra partial-differential-equations optimization geoscience modelling simulation

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
collaborative-filtering data-science deep-learning google-colab linear-algebra machine-learning math mathematics monte-carlo-simulation neural-networks nlp programming python python-tutorial recommendation-system sentiment-analysis tutorial

versilov / matrex
linear-algebra,A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.
User: versilov
Home Page: https://hexdocs.pm/matrex
matrix cblas linear-algebra machine-learning c elixir erlang numpy jupyter-notebook

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