Top 8 C Linear Algebra Projects
BLAS-like Library Instantiation Software FrameworkProject mention: Small Neural networks in Julia 5x faster than PyTorch | news.ycombinator.com | 2022-04-14
The article asks "Which Micro-optimizations matter for BLAS3?", implying small dimensions, but doesn't actually tell me. The problem is well-studied, depending on what you consider "small". The most important thing is to avoid the packing step below an appropriate threshold. Implementations include libxsmm, blasfeo, and the "sup" version in blis (with papers on libxsmm and blasfeo). Eigen might also be relevant.
C library for arbitrary-precision ball arithmeticProject mention: Cutting-edge research on numerical representations? | reddit.com/r/ProgrammingLanguages | 2022-03-20
Ball arithmetic looks interesting. As far as I know, arb is the primary implementation.
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Fast Numerical Linear Algebra Library for Ruby. NMatrix reimplementation.
nml is a "simple" matrix/numerical analysis library written in pure C. The scope of the library is to highlight various algorithm implementations related to matrices. Code readability was a major concern.Project mention: On writing your own linear algebra matrix library in C (follow-up article with explanations after submitting the github library a while back) | reddit.com/r/C_Programming | 2021-12-10
A simple and clean, glsl like, math (linear algebra) header only library for C.
Type-generic math and numerical library supporting c99 and cpp98 (header only).
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C Linear Algebra related posts
BLAS-Like Library Instantiation Software Framework
1 project | news.ycombinator.com | 4 Jan 2022
On writing your own linear algebra matrix library in C (follow-up article with explanations after submitting the github library a while back)
1 project | reddit.com/r/C_Programming | 10 Dec 2021
As a hobbyist, I've written my own matrices library in C
1 project | news.ycombinator.com | 18 Oct 2021
Terrible Scaling on AMD Epyc 7662
1 project | reddit.com/r/HPC | 14 Apr 2021
Best usage for optional compilation of accelerating instructions ?
1 project | reddit.com/r/C_Programming | 3 Apr 2021
BLIS: AMD-Optimized Linear Algebra Routines
1 project | news.ycombinator.com | 20 Mar 2021
My first deep-dive into linear algebra and numerical analysis. An article describing how to write a C library that performs most of the "academical" algorithms for matrices (Row Echelon, Reduced Row Echelon, LU(P) Factorization, Inverse, Determinants, etc.)
2 projects | reddit.com/r/math | 22 Jan 2021
What are some of the best open-source Linear Algebra projects in C? This list will help you:
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