faer-rs
linfa-linalg
| faer-rs | linfa-linalg | |
|---|---|---|
| 29 | 1 | |
| 1,609 | 17 | |
| - | - | |
| 7.7 | 10.0 | |
| 5 days ago | over 1 year ago | |
| Rust | Rust | |
| MIT License | - |
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faer-rs
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Faer-rs: Linear algebra foundation for the Rust programming language
On the contrary, it seemingly can be used to make a BLAS implementation (example in a PR: https://github.com/sarah-ek/faer-rs/pull/37)
- faer 0.16 release, a general purpose (dense/sparse) linear algebra library
- faer 0.14 release, a general purpose (dense/sparse) linear algebra library
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faer 0.13 release, a general purpose linear algebra library
see the official website and the docs.rs documentation for code examples and usage instructions.
- Announcing faer 0.11, a general purpose linear algebra library
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Faer 0.11, a general purpose linear algebra library written in Rust
`faer` is a collection of crates that implement linear algebra routines in pure Rust. the aim is to eventually provide a fully featured library for linear algebra with focus on portability, correctness, and performance.
see the [official website](https://faer-rs.github.io) and the docs.rs documentation for code examples and usage instructions.
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this release implements the initial design of the high level api (see https://docs.rs/faer/0.11.0/faer/), which should allow users to get started with writing easy to read code without having to deal with managing memory or multithreading settings on their own.
i also added a thin compatibility layer with ndarray and nalgebra. this way users are able to mix and match libraries if they wish to do so, or to help with migration to different libraries
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Help understanding the state of ndarrays and linalg in Rust.
Faer is comparable to Eigen in most of their benchmarks, so they are getting closer.
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faer 0.9 release: low level linear algebra library
performance compared to openblas is shown in the benchmarks on the repository, and on the website. (ndarray is using openblas)
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Has anyone worked on a math library before?
currently working on a very efficient linear algebra library https://github.com/sarah-ek/faer-rs
linfa-linalg
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What tools or libraries are missing in rust?
can be to some extent be replaced with: https://github.com/rust-ml/linfa-linalg (a lot of features are missing, like full-rank QR decompositions)
What are some alternatives?
MultiFloats.jl - Fast, SIMD-accelerated extended-precision arithmetic for Julia
ndarray-linalg - Linear algebra package for rust-ndarray using LAPACK binding
calloop - A callback-based Event Loop
ifcplusplus - IfcPlusPlus is an open source C++ class model, as well as a reader and writer for IFC files in STEP format. Features: Easy and efficient memory management using smart pointers. Parallel reader for very fast parsing on multi-core CPU's. Additionally, there's a simple IFC viewer application, using Qt and OpenSceneGraph. It can be used as starting point for all kinds of applications around the open building model standard IFC.
IfcOpenShell - Open source IFC library and geometry engine
manim - Animation engine for explanatory math videos
rust-ndarray - ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations
transfer-sh-helper-rusted - Store your transfer.sh links, so you can remember them later and know when they will expire, but now written in Rust.
rapl - Rank Polymorphic array library for Rust.
lapce - Lightning-fast and Powerful Code Editor written in Rust