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Top 18 Rust Linear Algebra Projects
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Project mention: Geometric Algebra to Geometric Computing Software Developers | news.ycombinator.com | 2023-09-24
> Some GA libraries[1][2] define types for the different kind of objects (grades)
That's nice!
This reminds of me things like, linear algebra libraries that will type-check matrices so that a 2x2 matrix can't be added to a 2x3 matrix (but then you can have a dynamic matrix that will error only in runtime), like https://nalgebra.org/ and others.
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Project mention: QwikTape: Do calculations, annotate like you would on a paper | news.ycombinator.com | 2023-02-11
I made a list of calculators like this which were shared here on HN over time https://gist.github.com/SMUsamaShah/6546011091d53380354484a3...
From these https://bbodi.github.io/notecalc3/ and https://notepadcalculator.com/ are the most programmer friendly (supporting <<, ^, binary, hex etc)
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InfluxDB
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Project mention: faer 0.14 release, a general purpose (dense/sparse) linear algebra library | /r/rust | 2023-10-26
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For example, https://github.com/rust-ndarray/ndarray-linalg.
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Yep, here you go: 1. Breakout game: https://github.com/RodionChachura/breakout-game, there's also a YouTube series I did a while back: https://youtu.be/eweZqMnIABQ 2. Snake game: https://github.com/RodionChachura/rust-js-snake-game, YouTube: https://youtu.be/XmfgMWVTe5Y
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Project mention: Is Rust going to become a language for scientific computing and data analysis anytime soon? | /r/rust | 2023-04-28
I used this for a scientific project : https://github.com/cpmech/russell
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matrix_math
A simple matrix math lib, it is intended to be used in my homebrew nn framework. It uses generic numeric types for all computations
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Rmatrix
A simple matrix library written in Rust, with LU decomposition, equation solving, inversion and more.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-10-26.
Rust Linear Algebra related posts
- Geometric Algebra to Geometric Computing Software Developers
- A tutorial quantum interpreter in 150 lines of Lisp
- Has anyone worked on a math library before?
- What tools or libraries are missing in rust?
- What crates are considered as de-facto standard?
- Science-related crates that I should have a look at?
- Hey Rustaceans! Got a question? Ask here! (31/2022)!
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Index
What are some of the best open-source Linear Algebra projects in Rust? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | nalgebra | 3,490 |
| 2 | notecalc3 | 1,132 |
| 3 | cgmath-rs | 1,069 |
| 4 | faer-rs | 1,024 |
| 5 | Peroxide | 418 |
| 6 | ndarray-linalg | 334 |
| 7 | rulinalg | 280 |
| 8 | rust-js-snake-game | 105 |
| 9 | lapack | 75 |
| 10 | blas | 72 |
| 11 | openblas-src | 61 |
| 12 | maths-rs | 48 |
| 13 | russell | 47 |
| 14 | rusterizer | 44 |
| 15 | slas | 34 |
| 16 | spaceform | 5 |
| 17 | matrix_math | 1 |
| 18 | Rmatrix | 1 |
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