smartcore
Our great sponsors
| smartcore | CSX0003RUST | |
|---|---|---|
| 4 | 1 | |
| 648 | 0 | |
| 4.8% | - | |
| 5.0 | 3.7 | |
| 20 days ago | about 1 year ago | |
| Rust | Rust | |
| Apache License 2.0 | GNU General Public License v3.0 only |
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
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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.
CSX0003RUST
What are some alternatives?
linfa - A Rust machine learning framework.
nodium - Nodium is an easy-to-use data analysis and automation platform using Rust with a visual node-based interface. It includes a plugin browser for downloading extensions, making it versatile for a wide range of data manipulation tasks. No coding experience required.
Peroxide - Rust numeric library with R, MATLAB & Python syntax
postsack - Visually cluster your emails by sender, domain, and more to identify waste
Parallel
forbidden - An auth system/library for Rust applications
jiro-nn - A Deep Learning and preprocessing framework in Rust with support for CPU and GPU.
databricks-kube-operator - A Kubernetes operator to enable GitOps style deploys for Databricks resources
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
cargo-supply-chain - Gather author, contributor and publisher data on crates in your dependency graph.