Peroxide
smartcore
Our great sponsors
| Peroxide | smartcore | |
|---|---|---|
| 3 | 4 | |
| 440 | 642 | |
| - | 3.9% | |
| 7.8 | 5.4 | |
| 6 days ago | 11 days ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
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.
Peroxide
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Hey Rustaceans! Got a question? Ask here! (39/2022)!
Rust’s standard library is relatively small by design and doesn’t contain any tools for numeric integration. However, you can probably find a crate on crates.io that does what you need. A quick search suggests Peroxide.
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Is rust good for mathematical computing?
peroxide seems really cool, but I haven't had the opportunity to use it much yet.
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Filling up gaps in the ecosystem
peroxide covers some of this area. It could work as a starting point for something in the ML or probabilistic programming domains.
smartcore
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ML in Rust: smartcore
Today we have released version 0.3 of smartcore: a comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.
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What's everyone working on this week (45/2022)?
we are approaching version 0.3 for our library, that is the minimal Wasi-first version we are going to publish. Some last minute obstacles on generating random numbers: try to disentangle range generators usage so we can have a default feature with fewer external dependencies and wasm32/wasi-ready.
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Learn Rust as ML practitioner
we are developing a ML practitioner-friendly library to help learn Rust mimicking the sklearn API: Smartcore. You can see some examples in these notebooks.
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What is a FOSS which is needed but doesn't exist yet/needs contributers?
Check out smartcore and linfa. At work I was badly in need of an NMF function similar to MATLAB's one these days but not enough time to write one myself. If you're good at math and machine learning, this sounds like a task you could try tackling.
What are some alternatives?
Math PHP - Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra
linfa - A Rust machine learning framework.
cgmath-rs - A linear algebra and mathematics library for computer graphics.
Parallel
notecalc3 - NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.
forbidden - An auth system/library for Rust applications
are-we-learning-yet - How ready is Rust for Machine Learning?
CSX0003RUST
rulinalg - A linear algebra library written in Rust
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
pair_adjacent_violators - An implementation of the Pair Adjacent Violators algorithm for isotonic regression in Rust