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Projects in Awesome Lists tagged with linear-algebra

A curated list of projects in awesome lists tagged with linear-algebra .

https://github.com/hpddm/hpddm

A framework for high-performance domain decomposition methods.

c c-plus-plus domain-decomposition fortran freefem linear-algebra numerical-methods petsc preconditioners python

Last synced: 29 Sep 2024

https://github.com/alexandertar/laswift

Linear Algebra library for Swift language

library linear-algebra swift swift-3

Last synced: 28 Sep 2024

https://github.com/cjekel/introduction-to-python-numerical-analysis-for-engineers-and-scientist

Introduction to Python: Numerical Analysis for Engineers and Scientist. In 2017, Python became the world's most popular programming language. This course covers the basic syntax, linear algebra, plotting, and more to prepare students for solving numerical problems with Python.

anaconda engineer introduction-to-programming introduction-to-python jupyter-notebook linear-algebra numerical-analysis plotting python scientists students

Last synced: 01 Oct 2024

https://github.com/mmottl/lacaml

OCaml bindings for BLAS/LAPACK (high-performance linear algebra Fortran libraries)

blas lapack linear-algebra matrix ocaml vector

Last synced: 02 Oct 2024

https://github.com/lace/vg

Vector-geometry toolbelt for 3D points and vectors

3d-points 3d-vectors geometry linear-algebra numpy shortcuts toolbelt vector vectors

Last synced: 01 Oct 2024

https://github.com/masonprotter/gaius.jl

Divide and Conquer Linear Algebra

blas julia julia-language linear-algebra

Last synced: 29 Sep 2024

https://github.com/MasonProtter/Gaius.jl

Divide and Conquer Linear Algebra

blas julia julia-language linear-algebra

Last synced: 02 Aug 2024

https://github.com/willow-ahrens/finch.jl

Sparse tensors in Julia and more! Datastructure-driven array programing language.

arrays compiler dsl finch graphs julia linear-algebra looplets sparse tensors

Last synced: 27 Sep 2024

https://github.com/wyattowalsh/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)

calculus classification compilation crowdsourcing data-science first-timers first-timers-only jupyter-book linear-algebra machine-learning modeling probability regression simulation statistics up-for-grabs visualization

Last synced: 03 Aug 2024

https://github.com/JuliaSparse/Pardiso.jl

Calling the PARDISO library from Julia

linear-algebra mkl-pardiso pardiso pardiso-library sparse

Last synced: 02 Aug 2024

https://github.com/JuliaLinearAlgebra/ArnoldiMethod.jl

The Arnoldi Method with Krylov-Schur restart, natively in Julia.

eigenvalues eigenvectors julia linear-algebra

Last synced: 02 Aug 2024

https://github.com/dirkschumacher/armacmp

🚀 Automatically compile linear algebra R code to C++ with Armadillo

armadillo-library c-plus-plus experimental linear-algebra optimization r

Last synced: 30 Jul 2024

https://github.com/blas-lapack-rs/lapack

Wrappers for LAPACK (Fortran)

linear-algebra science wrappers

Last synced: 31 Jul 2024

https://github.com/apachecn/fastai-num-linalg-v2-zh

:book: [译] fast.ai 数值线性代数讲义 v2

fastai lecture-notes linear-algebra python

Last synced: 02 Aug 2024

https://github.com/icl-utk-edu/slate

SLATE is a distributed, GPU-accelerated, dense linear algebra library targetting current and upcoming high-performance computing (HPC) systems. It is developed as part of the U.S. Department of Energy Exascale Computing Project (ECP).

gpu-acceleration hpc linear-algebra

Last synced: 31 Jul 2024

https://github.com/cpmech/russell

Rust Scientific Libary. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers. ODE and DAE solvers. Probability distributions. Tensor calculus.

bessel-function differential-equations eigenvalues eigenvectors gamma-function interpolation linear-algebra mathematics numerical-derivatives numerical-integration quadrature quadrature-integration rust scientific-computing sparse-matrix special-functions spectral-methods

Last synced: 02 Aug 2024

https://github.com/blas-lapack-rs/blas

Wrappers for BLAS (Fortran)

linear-algebra science wrappers

Last synced: 31 Jul 2024

https://github.com/BallisticLA/RandBLAS

A header-only C++ library for sketching in randomized linear algebra

dimension-reduction linear-algebra numerical-linear-algebra sketching

Last synced: 04 Aug 2024

https://github.com/HPAC/linnea

Linnea is an experimental tool for the automatic generation of optimized code for linear algebra problems.

blas code-generation compiler high-performance-computing julia lapack linear-algebra linnea python

Last synced: 09 Aug 2024

https://github.com/stevenobadja/math_object_detection

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

batch-normalization coco detection detection-model linear-algebra math-operation object-detection python python3 relu ssd-mobilenet tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 26 Sep 2024

https://github.com/reamat/AlgebraLinear

Escrita colaborativa de recursos educacionais abertos sobre álgebra linear.

book linear-algebra mathematics oer open-educational-resources textbook

Last synced: 09 Aug 2024

https://github.com/yhtang/funfact

Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.

automatic-differentiation factorization linear-algebra machine-learning numpy python scientific-computing tensor

Last synced: 01 Oct 2024

https://github.com/arviz-devs/xarray-einstats

Stats, linear algebra and einops for xarray

einsum linear-algebra numpy python scipy scipy-stats xarray xarray-extension

Last synced: 30 Sep 2024

https://github.com/polymonster/maths-rs

Linear algebra library for graphics and gamedev.

gamedev linear-algebra math matrix quaternion swizzling vector

Last synced: 04 Aug 2024

https://github.com/konovod/linalg

Linear algebra library based on LAPACK

crystal lapack linear-algebra matrix

Last synced: 31 Jul 2024

https://github.com/liborty/rstats

Statistics, Information Measures, Linear Algebra, Cholesky Matrix Decomposition, Mahalanobis Distance, Householder QR Decomposition, Clifford Algebra, Multidimensional Data Analysis, Geometric Median, Hulls, Machine Learning, multithreading implementation...

geometric-median linear-algebra machine-learning math multidimensional-analysis rust statistics

Last synced: 31 Jul 2024

https://github.com/rbotafogo/mdarray

Multidimensional array similar to NumPy and NArray

colt jruby linear-algebra matrix mdarray multidimensional-arrays ruby rubydatascience

Last synced: 31 Jul 2024

https://github.com/STEllAR-GROUP/blaze_tensor

3D Tensors for Blaze (https://bitbucket.org/blaze-lib/blaze)

3d-tensors blaze-library linear-algebra

Last synced: 03 Aug 2024

https://github.com/ekrich/sblas

Scala Native BLAS (Basic Linear Algebra Subprograms) supporting Linux and macOS

blas linear-algebra linux macos math scala scala-native

Last synced: 01 Oct 2024

https://github.com/nvmd/itpp

IT++ library mirror/fork. C++ library of mathematical, signal processing and communication classes and functions.

linear-algebra signal-processing

Last synced: 04 Aug 2024

https://github.com/ralphas/genericschur.jl

Julia package for Schur decomposition of matrices with generic element types

eigenvalues eigenvectors julia linear-algebra schur-decomposition

Last synced: 30 Sep 2024

https://github.com/dougmacdoug/ponylang-linal

Linear Algebra library for Pony Language

linear-algebra pony-language ponylang

Last synced: 03 Aug 2024

https://github.com/mpf/qrupdate.jl

Column and row updates to "Q-less" QR decomposition, including stable least-squares solves

julia linear-algebra matrix-computations matrix-factorization numerical-methods

Last synced: 29 Sep 2024

https://github.com/michelemartone/pyrsb

PyRSB: a Python interface to the librsb Sparse Matrix library

cython feedback hpc librsb linear-algebra numpy openmp python-interface python3 scipy sparse-linear-systems sparse-matrix

Last synced: 30 Sep 2024

https://github.com/tvercaut/lsqr-cpp

This is a c++ port initially performed by Luis Ibanez of the LSQR library of Chris Paige and Michael Saunders. The same methodology was applied to the LSMR library of David Fong and Michael Saunders.

least-squares linear-algebra lsmr lsqr

Last synced: 02 Oct 2024

https://github.com/tonitaga/mtlt

MTLT is a header-only math matrix library that allows you to do compile-time calculations, perform atomic operations, and contains all the basic operations on matrices. The library is written in STL style, supports joint work with STL algorithms. Since C++11

cpp11 cpp14 cpp17 cpp20 cpp23 linear-algebra matrix

Last synced: 28 Sep 2024

https://github.com/basnijholt/pfapack

Efficient numerical computation of the Pfaffian for dense and banded skew-symmetric matrices

linear-algebra numpy python scipy

Last synced: 29 Sep 2024

https://github.com/erikaduan/introductory_maths

A repository of tutorials to revise mathematical concepts required for statistics and machine learning

algebra calculus linear-algebra mathematics matrices python r

Last synced: 02 Aug 2024

https://github.com/sebastianament/blockfactorizations.jl

This package contains a data structure that wraps a matrix of matrices or factorizations and acts like the matrix resulting from concatenating the input matrices without allocating further memory.

block-matrix block-matrix-multiplication julia linear-algebra matrix matrix-decomposition matrix-factorization

Last synced: 30 Sep 2024

https://github.com/pachadotdev/cpp11armadillo

The idea is to pass matrices/vectors from R to C++, write pure C++/Armadillo code for the computation, and then export the result back to R with the proper data structures.

cpp11 linear-algebra rstats

Last synced: 28 Sep 2024

https://github.com/cvanaret/symmetricblockmatrix

Form symmetric block matrices and condense them (eliminating blocks) at compile time using Schur complements. The goal is to manipulate KKT/augmented/saddle-point systems symbolically to obtain equivalent systems (typically: unsymmetric, symmetrized, and normal equations) that can be tackled by various numerical solvers

compile-time compile-time-meta-programming cpp cpp17 gaussian-elimination kkt-system linear-algebra linear-systems linear-systems-equations saddle-point-system schur-complement symbolic-computation template-metaprogramming

Last synced: 28 Sep 2024

https://github.com/pachadotdev/cpp11blaze

VERY EARLY DEVELOPMENT!!! The idea is to pass matrices/vectors from R to C++, write pure C++/Blaze code for the computation, and then export the result back to R with the proper data structures.

blaze cpp cpp11 hacktoberfest linear-algebra rstats

Last synced: 29 Sep 2024

https://github.com/Hasnep/roc-linear-algebra

🔢 Linear algebra library for small vectors and matrices in Roc

linear-algebra matrices roc roc-lang

Last synced: 03 Aug 2024

https://github.com/codingonion/moblas

BLAS (Basic Linear Algebra Subprograms) library written in mojo programming language.

blas blis cublas cuda eigen fortran gemm gonum hpc lapack linear-algebra math mkl mojo numpy openblas pytorch scientific-computing simd tensor

Last synced: 24 Sep 2024

https://github.com/ScalaMath/VecMatLib

Open source Scala library that provides data structures for vectors and matrices

3d-graphics algebra functional-programming java linear-algebra math mathematics maths matrix-math scala vector-math

Last synced: 19 Sep 2024

https://github.com/tom-the-bomb/matrixflow

A rich library with implementations for mathematical matrices and vectors and their operations

library linear-algebra math matrices python vectors

Last synced: 01 Oct 2024

https://github.com/conan-community/conan-eigen

[OBSOLETE] The recipe is now in https://github.com/conan-io/conan-center-index

conan eigen linear-algebra matrices vectors

Last synced: 31 Jul 2024

https://github.com/ganeshkbhat/numericalarrays

numericalarrays offers comprehensive mathematical functions, random number generators, linear algebra routines, Fourier transforms, and more like NumPy. The goal is to be as near as NumPy as possible

array array-prototype arrays javascript linear-algebra matrix numerical numericalarrays numjs numpy numpyjs python scientific-computing

Last synced: 01 Oct 2024

https://github.com/ajhynes7/scikitspatial.jl

Julia implementation of the Python package scikit-spatial.

geometry julia linear-algebra spatial

Last synced: 29 Sep 2024

https://github.com/myui/matrix4j

The matrix and vector library for Java

algebra csr-matrix linear-algebra matrix sparse-matrix

Last synced: 01 Oct 2024

https://github.com/repetere/jsonstack-math

math, linear algebra, matrix and other helpers

linear-algebra machine-learning matrix-factorization tensorflow

Last synced: 01 Oct 2024

https://github.com/spirit-x64/nshapes.jl

(In-Development) - Julia package to handle geometry shapes of any dimension

2d 3d 4d drawing game-development geometry julia linear-algebra math modeling multidimensional physics

Last synced: 29 Sep 2024

https://github.com/olutosinbanjo/oneMKL_getrs

Homogeneous and Heterogeneous Implementations of a tridiagonal solver on Intel® Xeon® E-2176G with oneMKL getrs() routine

intel linear-algebra matplotlib-figures oneapi onemkl tridiagonal-system-solver

Last synced: 01 Aug 2024

https://github.com/tjkessler/mojoml

Linear algebra and machine learning in Mojo 🔥

linear-algebra machine-learning modular mojo

Last synced: 24 Sep 2024

https://github.com/sebastianament/kroneckerproducts.jl

Provides an implementation of lazily represented Kronecker products with efficient in-place multiplies and solves.

julia kronecker-product kronecker-structure lazy-evaluation linear-algebra matrix-factorization

Last synced: 27 Sep 2024

https://github.com/althonos/rlinalg

Linear Algebra routines for Python as implemented in the R language.

linear-algebra python-library scientific-computing scipy

Last synced: 30 Sep 2024

https://github.com/pachadotdev/cpp11eigen

The idea is to pass matrices/vectors from R to C++, write pure C++/Eigen code for the computation, and then export the result back to R with the proper data structures.

cpp cpp11 eigen hacktoberfest linear-algebra rstats

Last synced: 29 Sep 2024

https://github.com/ekrich/sblas.g8

Giter8 template - example project for sblas - sbt new ekrich/sblas.g8

blas linear-algebra sblas scala-native

Last synced: 01 Oct 2024

https://github.com/seatonullberg/linalg

C89 linear algebra library

c linear-algebra

Last synced: 02 Oct 2024

https://github.com/erictleung/lalg

:recycle: Python library to experiment with Linear Algebra concepts (work in progress)

learning linear-algebra linear-algebra-concepts python python-3-5 python-3-6 python-library

Last synced: 30 Sep 2024

https://github.com/harrisonwelch/msts-with-python

Prim's and Kruskal's Minimum Spanning Tree algorithms implemented in Python. Created for demonstration for Discrete Mathematics and Linear Algebra.

batch discrete-mathematics linear-algebra minimum-spanning-tree prims-algorithm prims-implementation python python-2

Last synced: 01 Oct 2024

https://github.com/ai-ahmed/bda-and-ds

Dual Course: EMC2 Data Scientist & Big Data Analytics & IBM Professional Data Science Course

analytics big-data data-science jupyter-notebook jupyterlab linear-algebra mathematics matplotlib ml numpy pandas probability seaborn sklearn statistics

Last synced: 03 Oct 2024

https://github.com/stavrosarm/mathematics_algorithms

Fundamental algorithms of Linear Algebra , Numerical Analysis and Calculus in Python and Julia.

calculus julia-language linear-algebra numerical-analysis numpy python

Last synced: 29 Sep 2024

https://github.com/mutahir-riaz/linear-algebra-tools

A collection of Python programs to solve linear algebraic equations using various numerical methods.

linear linear-algebra matrix python vectors

Last synced: 01 Oct 2024

https://github.com/alcryst/laff-code

Programming exercises for the course Linear Algebra: Foundations to Frontiers

linear-algebra linear-algebra-course python3 scientific-computing scientific-computing-with-python

Last synced: 01 Oct 2024

https://github.com/navono/pypracticesample

python的学习代码，可能包含python语言上的，以及机器学习

linear-algebra python-3-5

Last synced: 01 Oct 2024

https://github.com/pranav-bot/rust-ascii-cube

This Rust program demonstrates a simple 3D rotating cube rendered in ASCII art. It uses basic linear algebra to transform and project 3D coordinates into a 2D screen space and renders the cube frame by frame, creating an animation effect.

3d 3d-graphics linear-algebra rust rust-lang rust-visual rustlang

Last synced: 28 Sep 2024