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)
konst
Const equivalents of std functions, compile-time comparison, and parsing. (by rodrimati1992)
smartcore | konst | |
---|---|---|
4 | 4 | |
652 | 79 | |
2.1% | - | |
5.0 | 7.4 | |
about 1 month ago | 25 days ago | |
Rust | Rust | |
Apache License 2.0 | zlib License |
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.
-
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.
-
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.
-
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.
-
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.
konst
Posts with mentions or reviews of konst.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-07.
- Konst for Rust: Const equivalents of std functions, comparison, and parsing
-
What's everyone working on this week (45/2022)?
Doing the last few days of work on konst 0.3. I'm in the middle of working out the best way to make the konst::slice::bytes_* functions take &[u8], &[u8; N], &str, or char as the second parameter.
-
What’s everyone working on this week (41/2022)?
Last week I finished a release of konst where I provide const equivalents of iterators.
-
What’s everyone working on this week (13/2021)?
Continuing to work on konst, last week I added const parsing functions for integers (and bool), and many const equivalents of Option and Result methods, among other things.
What are some alternatives?
When comparing smartcore and konst you can also consider the following projects:
linfa - A Rust machine learning framework.
guiver - GUI programming with Rust
Peroxide - Rust numeric library with R, MATLAB & Python syntax
heed - A fully typed LMDB wrapper with minimum overhead 🐦
Parallel
atomic-server - An open source headless CMS / real-time database. Powerful table editor, full-text search, and SDKs for JS / React / Svelte.
forbidden - An auth system/library for Rust applications
Game - A 3D RTS game implemented in Rust.
CSX0003RUST
databricks-kube-operator - A Kubernetes operator to enable GitOps style deploys for Databricks resources
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
current_platform - Find out what platform your code is running on from Rust