Clarabel.rs
faer-rs
| Clarabel.rs | faer-rs | |
|---|---|---|
| 3 | 29 | |
| 252 | 1,627 | |
| 4.0% | - | |
| 8.5 | 7.7 | |
| 5 days ago | 3 days ago | |
| Rust | Rust | |
| Apache License 2.0 | MIT License |
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Clarabel.rs
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Announcing Clarabel : interior point solver for convex optimization
Source: https://github.com/oxfordcontrol/Clarabel.rs
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Convex Optimizations in Rust
Hello! Currently there is no modeling layer similar to CVXPY in Rust, but there is a new high quality open source interior point conic solver: https://github.com/oxfordcontrol/Clarabel.rs
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Convex optimisation in Rust
There is a cone program solver from the Oxford Control group: https://github.com/oxfordcontrol/Clarabel.rs
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
What are some alternatives?
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