All Categories → Mathematics → linear-algebra

Top 198 linear-algebra open source projects

Numeric

N-dimensional matrix class for Rust

✭ 51

rust matrix linear-algebra tensor

Numerical Linear Algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

✭ 8,263

Jupyter Notebook deep-learning machine-learning data-science algorithms numpy linear-algebra

Quant Finance Resources

Courses, Articles and many more which can help beginners or professionals.

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Easytensor

Many-dimensional type-safe numeric ops

✭ 35

haskell linear-algebra matrices tensors

Constant Vigilance

Learn this if you want to be a software engineer. Constant vigilance means being continually aware of areas that need improvement. For me, I am constantly searching for valuable resources to ensure I am able to solve any problem that comes my way.

✭ 30

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Nasoq

NASOQ:Numerically Accurate Sparsity Oriented QP Solver

✭ 30

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100 Days Of Ml Code

100 Days of ML Coding

✭ 33,641

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Okalgo

Idiomatic Kotlin extensions for ojAlgo

✭ 20

kotlin optimization linear-algebra

Notecalc3

NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.

✭ 879

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Blis

BLAS-like Library Instantiation Software Framework

✭ 859

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Taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

✭ 846

library code-generator linear-algebra tensor

Matrix

Matrix laboratory

✭ 23

rust science linear-algebra

Owl

Owl - OCaml Scientific and Engineering Computing @ http://ocaml.xyz

✭ 919

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Suitesparse

SuiteSparse: a suite of sparse matrix packages by T. A. Davis et al. (This repository contains copies of the official versions.)

✭ 19

c linear-algebra matrix-factorization

Liblaml

A stand-alone pure C++ library for linear algebra and machine learning

✭ 7

cpp machine-learning optimization linear-algebra

Mumps.jl

A Julia Interface to MUMPS

✭ 6

julia matrix linear-algebra

Fmatvec

A fast vector/matrix library

✭ 5

matrix vector linear-algebra blas matrices

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

✭ 793

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Cgmath

A linear algebra and mathematics library for computer graphics.

✭ 773

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Tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

✭ 685

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Vectorious

Linear algebra in TypeScript.

✭ 616

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Smile

Statistical Machine Intelligence & Learning Engine

Swix

Swift Matrix Library

✭ 581

swift math linear-algebra

Cudamat

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

✭ 554

python cuda linear-algebra

Jblas

Linear Algebra for Java

✭ 529

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Spectra

A header-only C++ library for large scale eigenvalue problems

✭ 479

linear-algebra

Simit

A language for computing on sparse systems

✭ 439

language llvm linear-algebra graphs

Teaching

Teaching Materials for Dr. Waleed A. Yousef

✭ 435

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Matrex

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

✭ 429

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Pts

A library for visualization and creative-coding

✭ 4,628

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Dl topics

List of DL topics and resources essential for cracking interviews

✭ 392

deep-learning computer-vision natural-language-processing linear-algebra

Armadillo Code

Armadillo: fast C++ library for linear algebra & scientific computing - http://arma.sourceforge.net

✭ 388

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Start Machine Learning In 2020

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

✭ 357

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The Math Of Intelligence

List of resources & possible pathway for the Math of Machine Learning and AI.

✭ 370

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Ojalgo

oj! Algorithms

✭ 336

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Pggraphblas

High Performance Graph Processing with Postgres and GraphBLAS

✭ 316

c postgres linear-algebra graphs graph-theory postgresql-extension

Basic Mathematics For Machine Learning

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

✭ 300

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Grassmann.jl

⟨Leibniz-Grassmann-Clifford⟩ differential geometric algebra / multivector simplicial complex

✭ 289

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Simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

✭ 283

python optimization simulation scientific-computing linear-algebra modeling open-science geophysics geoscience

Machine Learning Curriculum

Complete path for a beginner to become a Machine Learning Scientist!

✭ 279

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Arb

C library for arbitrary-precision ball arithmetic

✭ 280

c linear-algebra arbitrary-precision complex-numbers

Mather

zzllrr mather(an offline tool for Math learning, education and research)小乐数学，离线可用的数学学习（自学或教学）、研究辅助工具。计划覆盖数学全部学科的解题、作图、演示、探索工具箱。目前是演示Demo版（抛转引玉），但已经支持数学公式编辑显示，部分作图功能，部分学科，如线性代数、离散数学的部分解题功能。最终目标是推动专业数学家、编程专家、教育工作者、科普工作者共同打造出更加专业级的Mather数学工具

✭ 270

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MatlabJuliaMatrixOperationsBenchmark

Benchmark MATLAB & Julia for Matrix Operations

✭ 21

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GenericSchur.jl

Julia package for Schur decomposition of matrices with generic element types

✭ 14

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raycaster-sdl

A simple raycasting demonstration using SDL2

✭ 24

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Awesome-Math-Learning

📜 Collection of the most awesome Math learning resources in the form of notes, videos and cheatsheets.

lightsout

🎲 Lights Out Game

✭ 23

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monolish

monolish: MONOlithic LInear equation Solvers for Highly-parallel architecture

✭ 166

C++shell Makefile python CMake Cuda cpu hpc gpu matrix linear-algebra openmp cuda scientific-computing blas lapack linear-algebra-library sparse-matrix mkl cpp17-library matrix-structures

Cpp-Examples

Numerical C++ examples.

✭ 38

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math-app-ml

Essential mathematics for applied machine learning and data science

✭ 43

Jupyter Notebook data-science machine-learning tutorial math linear-algebra mathematics

data-science-notes

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)