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. (by smartcorelib)
not-yet-awesome-rust
A curated list of Rust code and resources that do NOT exist yet, but would be beneficial to the Rust community. (by not-yet-awesome-rust)
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| smartcore | not-yet-awesome-rust | |
|---|---|---|
| 4 | 18 | |
| 648 | 1,297 | |
| 4.8% | 1.8% | |
| 5.0 | 0.0 | |
| 19 days ago | about 1 year ago | |
| Rust | ||
| Apache License 2.0 | The Unlicense |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
smartcore
Posts with mentions or reviews of smartcore.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-09.
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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.
not-yet-awesome-rust
Posts with mentions or reviews of not-yet-awesome-rust.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-02.
- Not-yet-Awesome Rust
- What are some libraries/crates that Rust still doesn't have readily available?
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Which crate should most not exist?
https://github.com/not-yet-awesome-rust/not-yet-awesome-rust might give ideas
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Looking to contribute to the arm ecosystem.
My suggestion would be to find something on Not Yet Awesome Rust that is not ARM-specific, but would be useful on ARM, and which interests you, and then do that.
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Library/app/feature wishlist for Rust newcomers?
For a wishlist, you can check Not Yet Awesome Rust or Not Yet Awesome Embedded Rust.
- Beginner projects
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What is a FOSS which is needed but doesn't exist yet/needs contributers?
Maybe take a look at Not Yet Awesome Rust? (A list of libraries people want in Rust but which don't exist yet.)
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What sort of mature, open-source libraries do you feel Rust should have but currently lacks?
Aside from that, there's always Not-Yet-Awesome Rust. (Check the issues too. The README is lagging behind.)
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I would like to revive a Rust project(rewrite something in Rust if not) if possible. Any ideas?
hostapd
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What libraries do you miss from other languages?
Not Yet Awesome Rust
What are some alternatives?
When comparing smartcore and not-yet-awesome-rust you can also consider the following projects:
linfa - A Rust machine learning framework.
LiteDB - LiteDB - A .NET NoSQL Document Store in a single data file
Peroxide - Rust numeric library with R, MATLAB & Python syntax
ceres-solver - A large scale non-linear optimization library
Parallel
tiny-skia - A tiny Skia subset ported to Rust
forbidden - An auth system/library for Rust applications
Ink - 🌈 React for interactive command-line apps
CSX0003RUST
okapi - OpenAPI (AKA Swagger) document generation for Rust projects
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
pjproject - PJSIP project
smartcore vs linfa
not-yet-awesome-rust vs LiteDB
smartcore vs Peroxide
not-yet-awesome-rust vs ceres-solver
smartcore vs Parallel
not-yet-awesome-rust vs tiny-skia
smartcore vs forbidden
not-yet-awesome-rust vs Ink
smartcore vs CSX0003RUST
not-yet-awesome-rust vs okapi
smartcore vs jiro-nn
not-yet-awesome-rust vs pjproject