linear-algebra

There are 69 repositories under linear-algebra topic.

Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
machine-learning machine-learning-algorithms infographics tutorial siraj-raval-challenge siraj-raval implementation 100-days-of-code-log 100daysofcode python logistic-regression naive-bayes-classifier linear-regression svm linear-algebra scikit-learn support-vector-machines deep-learning
43307
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 16503
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.
artificial-intelligence clojure deeplearning deeplearning4j dl4j gpu hadoop intellij java linear-algebra matrix-library neural-nets python scala spark
Language:Java 13424
janishar / mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
deep-learning machine-learning linear-algebra mit deeplearning pdf neural-network neural-networks machine thinking book chapter learning lecture-notes excercises good clear printable print
Language:Java 12316
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 10003
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 7586
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.
machine-learning deep-learning linear-algebra probability calculus books lectures
7351
haifengl / smile
Statistical Machine Intelligence & Learning Engine
classification clustering computer-algebra-system data-science dataframe deep-learning genetic-algorithm graph interpolation linear-algebra machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet
Language:Java 5923
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 5619
williamngan / pts
A library for visualization and creative-coding
art canvas creative-coding design generative generative-art graphic-design graphics linear-algebra pts sound svg typescript vector visualization
Language:TypeScript 5099
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!
machine-learning deep-learning youtube neural-networks artificial-intelligence course coursera coursera-machine-learning tutorial tutorials practice cheat-sheets read-articles learning learn-to-code learning-python linear-algebra probability-statistics youtube-playlist data-science
4110
dimforge / nalgebra
Linear algebra library for Rust.
algebra linear-algebra matrix vector
Language:Rust 3729
mathnet / mathnet-numerics
Math.NET Numerics
math numerics linear-algebra fsharp matrix random mathnet csharp interpolation regression statistics integration fft differentiation
Language:C# 3390
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 3077
jonkrohn / ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
calculus computer-science data-science data-structures jupyter-notebook linear-algebra machine-learning mathematics numpy probability python pytorch statistics tensorflow
Language:Jupyter Notebook 2955
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
2848
MLNLP-World / MIT-Linear-Algebra-Notes
MLNLP: Notes for MIT-Linear-Algebra
linear-algebra mlnlp
2722
nicolaspanel / numjs
Like NumPy, in JavaScript
javascript linear-algebra ndarray nodejs
Language:JavaScript 2345
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
algebra combinatorics distributions finance information-theory linear-algebra math mathematics matrix number-theory numerical-analysis php php-library probability regression statistics vector
Language:PHP 2302
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.
mathematics linear-algebra python jupyter data-science data-visualization data-analysis matrix matrix-calculations computational-science eigenvalues eigenvectors singular-value-decomposition multivariate-normal-distribution diagonalization linear-transformations null-space gram-schmidt symmetric-matrices vector-space
Language:Jupyter Notebook 2168
flame / blis
BLAS-like Library Instantiation Software Framework
blis blas blas-libraries linear-algebra linear-algebra-library matrix-multiplication matrix-calculations matrix-library matrix-functions high-performance high-performance-computing hpc matrix optimization
Language:C 2088
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 1831
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 1805
eigenteam / eigen-git-mirror
THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen
cplusplus linear-algebra matrix sparse-matrix solvers blas lapack
Language:C++ 1780
sarah-ek / faer-rs
Linear algebra foundation for the Rust programming language
linear-algebra matrix rust
Language:Rust 1511
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 1449
Reference-LAPACK / lapack
LAPACK development repository
linear-algebra lapack blas lapacke linear-equations eigenvalues eigenvectors matrix-factorization singular-values svd
Language:Fortran 1397
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
autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor
Language:Nim 1307
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++ 1208
owlbarn / owl
Owl - OCaml Scientific Computing @ https://ocaml.xyz
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
Language:OCaml 1178
bbodi / notecalc3
NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
calculator rust wasm webassembly note-taking notes math linear-algebra matrix
Language:Rust 1149
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 1102
DrWaleedAYousef / Teaching
Teaching Materials for Dr. Waleed A. Yousef
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
Language:Mathematica 985
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 975
towardsai / tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
machine-learning data-science deep-learning neural-networks math nlp python programming python-tutorial tutorial mathematics google-colab monte-carlo-simulation linear-algebra recommendation-system collaborative-filtering sentiment-analysis
Language:Jupyter Notebook 965
mateogianolio / vectorious
Linear algebra in TypeScript.
blas high-performance-computing javascript linear-algebra linear-algebra-library machine-learning matrix typescript vector
Language:TypeScript 911

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

haifengl / smile

Visualize-ML / Book3_Elements-of-Mathematics

williamngan / pts

louisfb01 / start-machine-learning

dimforge / nalgebra

mathnet / mathnet-numerics

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

jonkrohn / ML-foundations

Moataz-Elmesmary / Data-Science-Roadmap

MLNLP-World / MIT-Linear-Algebra-Notes

nicolaspanel / numjs

markrogoyski / math-php

weijie-chen / Linear-Algebra-With-Python

flame / blis

Visualize-ML / Book7_Visualizations-for-Machine-Learning

cpmech / gosl

eigenteam / eigen-git-mirror

sarah-ek / faer-rs

amitkaps / hackermath

Reference-LAPACK / lapack

mratsim / Arraymancer

tensor-compiler / taco

owlbarn / owl

bbodi / notecalc3

rustgd / cgmath

DrWaleedAYousef / Teaching

fortran-lang / stdlib

towardsai / tutorials

mateogianolio / vectorious