Topic: "numerical-linear-algebra"
EricDarve/numerical_linear_algebra
Julia code for the book Numerical Linear Algebra
Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 92 - Forks: 37
BallisticLA/RandBLAS
A header-only C++ library for sketching in randomized linear algebra
Language: C++ - Size: 5.14 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 84 - Forks: 9
kevinzakka/learn-linalg
Learning some numerical linear algebra.
Language: Python - Size: 23.9 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 71 - Forks: 8
wo80/CSparse.NET
A concise library for solving sparse linear systems with direct methods.
Language: C# - Size: 438 KB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 64 - Forks: 27
JonathanWenger/itergp
IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
Language: Python - Size: 19.9 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 2
leeyngdo/Numerical-Linear-Algebra
Own solutions for exercises and MATLAB example codes for "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau III, 1997
Language: MATLAB - Size: 46.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 39 - Forks: 7
bonevbs/HssMatrices.jl
A Julia package for hierarchically semiseparable (HSS) matrices.
Language: Julia - Size: 240 KB - Last synced at: 30 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 5
mp4096/rsvd
Randomized singular value decomposition (SVD) written in C++14 / Eigen
Language: C++ - Size: 63.5 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 19 - Forks: 2
youwuyou/Ginkgo.jl
Using the numerical linear algebra software package Ginkgo in Julia!
Language: Julia - Size: 680 KB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 16 - Forks: 0
zekiakyol/proof-based-math-readings
📕 Proof-Based Math Readings is a free, independent online reading group where we study the mathematics required for economics master’s and PhD programs through an intuitive approach. Active since May 2023.
Size: 33.3 MB - Last synced at: about 2 hours ago - Pushed at: 10 days ago - Stars: 12 - Forks: 1
tttapa/Linear-Algebra
Educational linear algebra algorithms
Language: C++ - Size: 2.01 MB - Last synced at: 24 days ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 2
flag4j/Flag4j
Fast linear algebra for Java
Language: Java - Size: 102 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 10 - Forks: 0
nkphysics/Computational-Linear-Algebra-
This repository is all the code to go along with my video series on computational Linear algebra.
Language: Jupyter Notebook - Size: 2.71 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 10 - Forks: 2
zlliang/jacobi-svd 📦
Numerical experiments on Jacobi SVD algorithm
Language: Matlab - Size: 670 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 8 - Forks: 4
cpraveen/nla
Numerical Linear Algebra
Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 6 - Forks: 6
bonevbs/HierarchicalSolvers.jl
Hierarchical solvers is an approximate sparse direct solver, written entirely in Julia.
Language: Julia - Size: 5.62 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0
kaaja/ComputationalPhysics
Computatinal physics University of Oslo
Language: C++ - Size: 30.7 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 0
axelv/recursive-nystrom
Python implementation of RLS-Nystrom
Language: Python - Size: 165 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 3
Cirdans-Home/psfun
Matrix function for PSBLAS
Language: Fortran - Size: 7.48 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 0
Abdul-Hannan-Faruqi/Global-Instability-Analysis
Language: Python - Size: 22.6 MB - Last synced at: 6 days ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 2
psctoolkit/psctoolkit
Main repository of the PSCToolkit package, it contains pointer to all the various part of the library.
Language: Dockerfile - Size: 40 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 4 - Forks: 3
mpimd-csc/mepack
MEPACK: Matrix Equation PACKage
Language: Fortran - Size: 3.99 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0
JonathanWenger/probabilistic-linear-solvers-for-ml
Probabilistic Linear Solvers for Machine Learning (NeurIPS 2020)
Language: Jupyter Notebook - Size: 19.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0
americocunhajr/UERJ-AlgebraLinearComputacional
Curso de Álgebra Linear: Aspectos Teóricos e Computacionais da UERJ.
Size: 6.36 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1
bchaoss/incremental-SVD
An improved incremental singular value decomposition(SVD) algorithm
Language: MATLAB - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0
udellgroup/rlaopt
Randomized linear algebra-based methods for optimization and scientific computing in PyTorch.
Language: Python - Size: 396 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 0
cm-jones/cramer
Lightweight, efficient, and maintainable numerical linear algebra library for C++
Language: C++ - Size: 675 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0
santiago-imelio/metnum
Numerical Methods in Elixir, powered by Nx.
Language: Elixir - Size: 3.11 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1
alokchoudhary05/Numerical-Methods-with-MATLAB
This repository contains MATLAB programs and algorithms covering various numerical methods. These scripts are designed to help understand and implement fundamental numerical techniques commonly used in scientific computing.
Language: MATLAB - Size: 609 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
RishiDarkDevil/Eigenvalues
This contains implementation of eigenvalue calculation algorithms from scratch.
Language: R - Size: 22.5 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
VLSF/neuralBPX
Direct optimisation of BPX preconditioners
Language: Julia - Size: 20.5 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1
arashmath/CholeskyDecompositionHilbertMatrix
Cholesky decomposition for Hilbert matrix of any order in Python 3 (Two programs)
Language: Python - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
fl0wbar/lsu
Compute LSU factorization of a matrix in PyTorch
Language: Python - Size: 29.3 KB - Last synced at: 20 days ago - Pushed at: 25 days ago - Stars: 1 - Forks: 0
Yin169/AlgoToolkit
An Algorithmic Toolkit
Language: Jupyter Notebook - Size: 45.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
jameswawright/NLA
Implemented Numerical Linear Algebra algorithms with improved performance over the standard algorithm in terms of speed, storage, and stability for special matrices of scientific interest; such as Vandermonde, sparse, and Hermitian matrices.
Language: Python - Size: 7.24 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
zhihanyang2022/dior
Differentiable reparameterization of matrices with orthogonal columns.
Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Cirdans-Home/padelogarithm
Error analysis and computation of the matrix Logarithm with some Padè approximation
Language: MATLAB - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
JohnSell620/HPC-Library
High-performance numerical linear algebra library for developing on cluster of distributed Docker containers with NVIDIA CUDA, MPICH, and Docker Compose.
Language: C++ - Size: 236 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1
bonevbs/nla-notebooks
A collection of `Pluto.jl` notebooks on Numerical Linear Algebra.
Language: Julia - Size: 7.81 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
shantanutyagi67/CS374_Labs
Language: MATLAB - Size: 20.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
AlexanderNixon/DataScience-Notes
Personal notes and projects on many different Data Science related areas
Language: Jupyter Notebook - Size: 35.5 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0
matsumotosan/numerical-linear-algebra
Jupyter notebooks on concepts from numerical/computational linear algebra. Inspired by Professor Rachel Thomas' class on computational linear algebra.
Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: 4 days ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1
ggolish/EigenvalueMethods
A comparison of the power and Jacobi methods for numerically approximating eigenvalues of a linear system.
Language: Python - Size: 387 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
alirezaafzalaghaei/numerical-linear-algebra
numerical linear algebra
Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
WilderLavington/Homeworks-in-Matlab
Homework done in Matlab
Language: Matlab - Size: 389 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0
MRLintern/Navier-Stokes_2D_Channel-Flow_OpenMP
An OOP Designed Multithreaded Solver for 2D Open Channel Flow in Various Programming Languages
Size: 33.2 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
KartikayKaul/Matrix
Linear Algebra library in C++
Language: C++ - Size: 594 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Cirdans-Home/enforce-katz-and-pagerank
Code for enforcing the Katz and PagRank centrality scores
Language: MATLAB - Size: 30.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
diantonioandrea/nla-project 📦
UniMiB - NLA - The Randomized k-Arnoldi Sketched GMRES.
Language: TeX - Size: 148 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
AndreVale69/AD-ML-Imbalance-HPC
Machine learning models optimized for high-performance computing to address class imbalance in Alzheimer’s disease data.
Size: 2.93 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
diantonioandrea/NAQRA 📦
NAQRA - Neon Accelerated QR Algorithm.
Language: C - Size: 127 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
spencercguo/vpm
Inexact subspace iteration
Language: Python - Size: 32.2 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
luke-a-thompson/eigen-squared
A numerical linear algebra library implemented using only Numpy arrays.
Language: Python - Size: 56.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0
ja-sch/SeriesFSD
Demo of a matrix decomposition Series-UMD (Series Unitarily Minimal Decomposition).
Language: MATLAB - Size: 271 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
Cirdans-Home/rationalsecondorder
Rational Krylov Methods for the Integration of Second Order Differential Equations and for the computation of the sinc function
Language: Mathematica - Size: 7.65 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
FMatti/roughly
The user friendly randomized numerical linear algebra package
Language: Python - Size: 61.5 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
Cirdans-Home/pth-root-stochastic
Algorithms for the approximation of an embedding for Markov chains.
Language: MATLAB - Size: 88.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
reece-iriye/Solving-2D-Poissons-Equation-Using-Finite-Difference-Method-and-Iterative-Solvers
Implementing 2D Poisson's Equation using the Finite Difference Method and Iterative Solvers for matrices. Explored LU decomposition & the Thomas algorithm, Jacobi, Gauss-Seidel, and the Standard Over-Relaxation (SOR) method. MATH 4315: Advanced Scientific Computing with Professor Weihua Geng.
Language: HTML - Size: 766 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
angsch/hsrq3in
Robust level-3 BLAS Inverse Iteration from the Hessenberg Matrix
Language: C - Size: 40 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
aanish-pradhan/ompBLAS
An OpenMP-parallelized linear algebra library for C/C++.
Language: C - Size: 13.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
voorhs/mq-bksvd
Small project on numerical linear algebra
Language: Jupyter Notebook - Size: 181 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 3
luisgarciar/faber-helmholtz
Implementation of a polynomial preconditioner for the Helmholtz equation based on Faber series
Language: MATLAB - Size: 11.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
axmat/optimize-gemm 📦
Optimize single-threaded general matrix multplication
Language: Jupyter Notebook - Size: 1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
fyradur/Numerical-Analysis
All my assignments to the course MM5016 at Stockholm University
Language: Python - Size: 4.98 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
atcwl/particle-simulator
A simple particle filter simulator for robot localization in MATLAB which can show you the basics of particle filter.
Language: MATLAB - Size: 11.7 KB - Last synced at: 12 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
VivekThazhathattil/VILINAL
a small linear algebra library written in C
Language: C - Size: 37.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
LorenzoStigliano/uofe-numerical-linear-algebra
Coursework, assignments, workshops for fourth year undergraduate course "Numerical Linear Algebra" at the University of Edinburgh.
Language: Jupyter Notebook - Size: 6.79 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
lucasmoschen/numerical-linear-algebra
Repository with some scripts developed in the subject Numerical Linear Algebra.
Language: Scilab - Size: 12.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
VLSF/HiddenRepresentation
the prior distribution for probabilistic numerical methods
Language: Jupyter Notebook - Size: 815 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
fdrmrc/ExpoCheb
Chebychev Rational approximation method for matrix exponential
Language: C++ - Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
dnbaker/blaze-rnla
Randomized Linear Algebra for blaze-lib
Language: C++ - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
keithkiarie/Matrices
Performing operations on n * n matrices based on concepts of Numerical Linear Algebra
Language: JavaScript - Size: 11.7 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
EMACC99/numerical-linear-algebra
Programs in python for numerical linear algebra
Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
rafael-a-monteiro-math/short-notes
These are some notes I wrote for internal seminars (audience made up of mathematicians, physicists and other scientists). They are only for teaching purpose.
Language: Jupyter Notebook - Size: 9.28 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
GuitarmonYz/PageRankImplementation
Comparison and analysis on different algorithms to implement Pagerank, with a focus on numerical linear algebra
Language: MATLAB - Size: 240 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
sumankumar1/Prallel-Programming-MPI
Algorithms and parallelization
Language: C - Size: 19.5 KB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
YiifeiWang/Numerical-solutions-to-Stokes-Equation
Final project for the course Numerical Linear Algebra in Autumn 2018. Submitted version.
Language: TeX - Size: 404 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
zlliang/eigenvalue-problem-experiments 📦
Numerical experiments on eigenvalue problems in MATLAB®
Language: Matlab - Size: 1.69 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1
zjiayao/jmt-matrix
Jiayao' Math ToolBox: Linear Algebra Library
Language: C++ - Size: 28.3 KB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
