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)
forbidden
An auth system/library for Rust applications (by mamcx)
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| smartcore | forbidden | |
|---|---|---|
| 4 | 5 | |
| 648 | 10 | |
| 4.8% | - | |
| 5.0 | 0.0 | |
| 19 days ago | over 2 years ago | |
| Rust | Rust | |
| Apache License 2.0 | Apache License 2.0 |
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.
forbidden
Posts with mentions or reviews of forbidden.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-10.
- I made a SSO as my first project in Rust
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What is a FOSS which is needed but doesn't exist yet/needs contributers?
And auth system? I start https://github.com/mamcx/forbidden but got sidetracked by $job, but will be happy to lend a hand if get a partner.
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Looking for open source projects to contribute
I have a crate for auth here.
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What's everyone working on this week (40/2021)?
Still iterating the design for https://github.com/mamcx/forbidden, a potential auth system for Rust.
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Rust : Forbidden // And WIP auth system (looking for help/inputs)
Have some research links to sketch the design.
What are some alternatives?
When comparing smartcore and forbidden you can also consider the following projects:
linfa - A Rust machine learning framework.
biscuit-rust - Rust implementation of the Biscuit authorization token
Peroxide - Rust numeric library with R, MATLAB & Python syntax
nebari - A pure Rust database implementation using an append-only B-Tree file format.
Parallel
actix-auth - A truly simple illustration of basic authorisation using actix-web and MongoDB.
CSX0003RUST
ormlite - An ORM in Rust for developers that love SQL.
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
Security.PasswordHasher - Argon2, BCrypt and Scrypt implementation for ASP.NET Core Identity
databricks-kube-operator - A Kubernetes operator to enable GitOps style deploys for Databricks resources
mpw-rs - Master Password in Pure Rust