Julia code for the book Numerical Linear Algebra
Learning some numerical linear algebra.
A header-only C++ library for sketching in randomized linear algebra
A concise library for solving sparse linear systems with direct methods.
Own solutions for exercises and MATLAB example codes for "Numerical Linear Algebra" by Lloyd N. Trefethen and David Bau III, 1997
IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)
Randomized singular value decomposition (SVD) written in C++14 / Eigen
A Julia package for hierarchically semiseparable (HSS) matrices.
Educational linear algebra algorithms
📕 Proof-Based Math Readings is a free and independent online reading group where we study mathematics required in economics master's/PhD programs using an intuitive approach.
Numerical experiments on Jacobi SVD algorithm
Python implementation of RLS-Nystrom
Computatinal physics University of Oslo
An improved incremental singular value decomposition(SVD) algorithm
Hierarchical solvers is an approximate sparse direct solver, written entirely in Julia.
Matrix function for PSBLAS
This repository is all the code to go along with my video series on computational Linear algebra.
Probabilistic Linear Solvers for Machine Learning (NeurIPS 2020)
Fast linear algebra library for Java.
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