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)
tagname
derive macro that gives you a name of a current tag inside a variant as a string (by khrynczenko)
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smartcore | tagname | |
---|---|---|
4 | 1 | |
648 | 4 | |
4.8% | - | |
5.0 | 10.0 | |
20 days ago | over 1 year ago | |
Rust | Rust | |
Apache License 2.0 | MIT 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.
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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.
tagname
Posts with mentions or reviews of tagname.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-07.
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What's everyone working on this week (45/2022)?
I released my first crate that provides a derive macro to easily obtain a name of a current variant in an enum as a string. I did it mostly to learn about procedural macros and the process of releasing a crate. I then found out there is strum which does this and much more. Nonetheless, I learned a lot and I found couple of nice tools like ```cargo-release and git-cliff.
What are some alternatives?
When comparing smartcore and tagname you can also consider the following projects:
linfa - A Rust machine learning framework.
databricks-kube-operator - A Kubernetes operator to enable GitOps style deploys for Databricks resources
Peroxide - Rust numeric library with R, MATLAB & Python syntax
heed - A fully typed LMDB wrapper with minimum overhead 🐦
Parallel
forbidden - An auth system/library for Rust applications
CSX0003RUST
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
cargo-release - Cargo subcommand `release`: everything about releasing a rust crate.
smartcore-jupyter - Experiment with Smartcore using Jupyter Notebooks
smartcore vs linfa
tagname vs databricks-kube-operator
smartcore vs Peroxide
tagname vs heed
smartcore vs Parallel
smartcore vs forbidden
smartcore vs CSX0003RUST
smartcore vs jiro-nn
smartcore vs databricks-kube-operator
smartcore vs pair_adjacent_violators
smartcore vs cargo-release
smartcore vs smartcore-jupyter