nalgebra
arrayfire-rust
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| nalgebra | arrayfire-rust | |
|---|---|---|
| 20 | 4 | |
| 3,732 | 804 | |
| 2.6% | -0.4% | |
| 7.8 | 0.0 | |
| 4 days ago | 7 months ago | |
| Rust | Rust | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
nalgebra
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Xkcd 2916: Machine
Ok, so this uses https://rapier.rs/ which is very cool
Rapier, alongside https://nalgebra.org/ (which it uses underneath) has seriously good documentation and some advanced features like cross-platform determinism (something made hard by the way floating point differs between platforms)
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Geometric Algebra to Geometric Computing Software Developers
> 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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Has anyone worked on a math library before?
Maybe start by looking at https://nalgebra.org/ to see what rust math libraries might look like
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faer 0.8.0 release
And Nalgebra, while better, also seems to have slowed down on commits and responses to issues and PRs. I have a PR there for a relatively simple wrapper type for row vectors which was explicitly requested by a maintainer, which hasn't even gotten a comment since for two weeks.
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A Rust client library for interacting with Microsoft Airsim https://github.com/Sollimann/airsim-client
nalgebra (similar to Eigen in cpp)
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What crates are considered as de-facto standard?
nalgebra
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Science-related crates that I should have a look at?
nalgebra is for linear algebra.
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Hey Rustaceans! Got a question? Ask here! (31/2022)!
Take a look into math libraries, like glam, nalgebra, and cgmath. I've only used these through game engines, though, so I can't offer per-basis reviews/advice.
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C++ is making me depressed / CUDA question
If you do not need GPU then I would recommend looking into Eigen in C++, nalgebra in Rust (with a BLAS in both cases for improved performance) or one of the above options (Julia / Python+JAX).
- Lightning talk: Stop writing Rust
arrayfire-rust
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Making a better Tensorflow thanks to strong typing
Take a look at arrayfire-rust! :)
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Fast Linear Algebra library for Rust
I haven't tried it myself, but I believe that arrayfire-rust supports GPU.
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Saving an ArrayFire Array
the Git Repo is here.
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State of CUDA on Rust in the beginning of 2021 ?
edit: I apparently missed seeing ArrayFire Rust library. It looks like if you wanted to still use Rust and CUDA this might be your best option for at least compute applications.
What are some alternatives?
cgmath-rs - A linear algebra and mathematics library for computer graphics.
futhark - :boom::computer::boom: A data-parallel functional programming language
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
rust-opencl - OpenCL bindings for Rust.
glam-rs - A simple and fast linear algebra library for games and graphics
ILGPU - ILGPU JIT Compiler for high-performance .Net GPU programs
rust-blas - BLAS bindings for Rust
collenchyma - Extendable HPC-Framework for CUDA, OpenCL and common CPU
rulinalg - A linear algebra library written in Rust
Emu - The write-once-run-anywhere GPGPU library for Rust
scirust - Scientific Computing Library in Rust
ArrayFire - ArrayFire: a general purpose GPU library.