linear-algebra

There are 80 repositories under linear-algebra topic.

Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
45689
williamfiset / Algorithms
A collection of algorithms and data structures
adjacency adjacency-matrix algorithm algorithms dijkstra dynamic-programming edmonds-karp-algorithm geometry graph-theory linear-algebra mathematics matrix-multiplication maxflow nlog search-algorithm search-algorithms sorting-algorithms strings traveling-salesman tree-algorithms
Language:Java 17418
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 learn...
java gpu deeplearning neural-nets deeplearning4j dl4j hadoop spark intellij artificial-intelligence python scala clojure linear-algebra matrix-library
Language:Java 13707
janishar / mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking
Language:Java 12941
fastai / numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
algorithms data-science deep-learning linear-algebra machine-learning numpy python
Language:Jupyter Notebook 10303
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！
linear linear-algebra machine-learning mathematics matrix matrix-factorization
Language:Python 8866
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.
books calculus deep-learning lectures linear-algebra machine-learning probability
7469
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！
data-science linear-algebra machine-learning mathematics matrix
Language:Python 6532
haifengl / smile
Statistical Machine Intelligence & Learning Engine
classification clustering computer-algebra-system computer-vision data-science dataframe deep-learning genetic-algorithm interpolation linear-algebra llm machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet
Language:Java 6060
williamngan / pts
A library for visualization and creative-coding
typescript visualization graphics creative-coding linear-algebra sound art design graphic-design vector generative pts generative-art canvas svg
Language:TypeScript 5204
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.
graphics linear-algebra
Language:PostScript 4552
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!
artificial-intelligence cheat-sheets course coursera coursera-machine-learning data-science deep-learning learn-to-code learning learning-python linear-algebra machine-learning neural-networks practice probability-statistics read-articles tutorial tutorials youtube youtube-playlist
4471
dimforge / nalgebra
Linear algebra library for Rust.
algebra linear-algebra matrix vector
Language:Rust 4054
jonkrohn / ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
machine-learning data-science python mathematics linear-algebra calculus probability statistics computer-science data-structures numpy pytorch tensorflow jupyter-notebook
Language:Jupyter Notebook 3537
mathnet / mathnet-numerics
Math.NET Numerics
math numerics linear-algebra fsharp matrix random mathnet csharp interpolation regression statistics integration fft differentiation
Language:C# 3519
Moataz-Elmesmary / Data-Science-Roadmap
Data Science Roadmap from A to Z
data-analysis data-engineering data-science data-visualization deep-learning machine-learning mathematics probability python sql statistics cheatsheet cv-template interview-questions linear-algebra neural-network big-data chatgpt llms nlp
3409
MLNLP-World / MIT-Linear-Algebra-Notes
MLNLP: Notes for MIT-Linear-Algebra
linear-algebra mlnlp
3095
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
baysian data-science linear-algebra machine-learning machine-learning-algorithms matrix
Language:Jupyter Notebook 2500
nicolaspanel / numjs
Like NumPy, in JavaScript
javascript linear-algebra ndarray nodejs
Language:JavaScript 2405
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
math mathematics linear-algebra statistics matrix probability distributions regression numerical-analysis information-theory number-theory vector finance combinatorics algebra php php-library
Language:PHP 2350
flame / blis
BLAS-like Library Instantiation Software Framework
blas blas-libraries blis high-performance high-performance-computing hpc linear-algebra linear-algebra-library matrix matrix-calculations matrix-functions matrix-library matrix-multiplication optimization
Language:C 2327
Linear-Algebra-With-Python
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.
computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space
Language:Jupyter Notebook 2315
sarah-quinones / faer-rs
Linear algebra foundation for the Rust programming language
linear-algebra matrix rust
Language:Rust 1886
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.
scientific-computing linear-algebra differential-equations sparse-systems parallel-computations computational-geometry fast-fourier-transform eigenvalues eigenvectors optimization linear-programming mersenne-twister
Language:Go 1835
eigenteam / eigen-git-mirror
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
blas cplusplus lapack linear-algebra matrix solvers sparse-matrix
Language:C++ 1792
Reference-LAPACK / lapack
LAPACK development repository
blas eigenvalues eigenvectors lapack lapacke linear-algebra linear-equations matrix-factorization singular-values svd
Language:Fortran 1532
amitkaps / hackermath
Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way
calculus linear-algebra machine-learning python statistics
Language:Jupyter Notebook 1445
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 nim multidimensional-arrays cuda deep-learning machine-learning cudnn high-performance-computing gpu-computing matrix-library neural-networks parallel-computing openmp linear-algebra ndarray opencl gpgpu iot automatic-differentiation autograd
Language:Nim 1341
tensor-compiler / taco
The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs
tensor tensor-algebra linear-algebra library code-generator sparse tensor-algebra-compiler
Language:C++ 1260
owlbarn / owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
algorithmic-differentation autograd automatic-differentiation gsl linear-algebra machine-learning maths matrix mcmc ndarray neural-network numerical-calculations optimization plotting regression scientific-computing sparse-linear-systems statistical-functions statistics topic-modeling
Language:OCaml 1224
bbodi / notecalc3
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
calculator linear-algebra math matrix note-taking notes rust wasm webassembly
Language:Rust 1161
rustgd / cgmath
A linear algebra and mathematics library for computer graphics.
rust linear-algebra matrix vector computer-graphics simd simd-vector mathematics-library
Language:Rust 1139
fortran-lang / stdlib
Fortran Standard Library
fortran stdlib fortran-stdlib fortran-library strings hash numpy quadrature rng sorting statistics probability-distribution fortran-package-manager numerical-methods blas lapack linear-algebra
Language:Fortran 1097
DrWaleedAYousef / Teaching
Teaching Materials for Dr. Waleed A. Yousef
analysis-of-algorithms computer-science data-science data-structures data-visualization digital-design discrete-mathematics image-processing linear-algebra logic-design machine-learning mathematics optimization pattern-recognition probability programming statistical-learning statistical-models statistics
Language:Mathematica 1004
towardsai / tutorials
AI-related tutorials. Access any of them for free → 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
Language:Jupyter Notebook 990
EricLengyel / Terathon-Math-Library
C++ math library for 2D/3D/4D vector, matrix, quaternion, and geometric algebra.
dual-quaternions geometric-algebra linear-algebra quaternions
Language:C++ 924

linear-algebra

Avik-Jain / 100-Days-Of-ML-Code

williamfiset / Algorithms

deeplearning4j / deeplearning4j

janishar / mit-deep-learning-book-pdf

fastai / numerical-linear-algebra

Visualize-ML / Book4_Power-of-Matrix

ahmedbahaaeldin / From-0-to-Research-Scientist-resources-guide

Visualize-ML / Book3_Elements-of-Mathematics

haifengl / smile

williamngan / pts

kf-liu / The-Art-of-Linear-Algebra-zh-CN

louisfb01 / start-machine-learning

dimforge / nalgebra

jonkrohn / ML-foundations

mathnet / mathnet-numerics

Moataz-Elmesmary / Data-Science-Roadmap

MLNLP-World / MIT-Linear-Algebra-Notes

Visualize-ML / Book7_Visualizations-for-Machine-Learning

nicolaspanel / numjs

markrogoyski / math-php

flame / blis

weijie-chen / Linear-Algebra-With-Python

sarah-quinones / faer-rs

cpmech / gosl

eigenteam / eigen-git-mirror

Reference-LAPACK / lapack

amitkaps / hackermath

mratsim / Arraymancer

tensor-compiler / taco

owlbarn / owl

bbodi / notecalc3

rustgd / cgmath

fortran-lang / stdlib

DrWaleedAYousef / Teaching

towardsai / tutorials

EricLengyel / Terathon-Math-Library