Top 10 Rust Scientific Computing Projects

rust-ndarray

10 2,809 6.6 Rust

ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

Project mention: Helper crate for working with image data of varying type? | /r/rust | 2023-05-29

Thanks for sharing. I read this issue on why ndarray does not have a dynamically typed array: https://github.com/rust-ndarray/ndarray/issues/651
linfa

4 2,670 5.8 Rust

A Rust machine learning framework.

Project mention: Why is Rust not more popular in ML and secure edge computing? | /r/rust | 2022-11-13
SonarLint

www.sonarlint.org
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burn

26 2,265 9.3 Rust

Burn - A Flexible and Comprehensive Deep Learning Framework in Rust

Project mention: I’ve fallen in love with rust so now what? | /r/rust | 2023-05-21

Here is the project: https://github.com/burn-rs/burn
shadow

3 1,203 9.1 Rust

Shadow is a discrete-event network simulator that directly executes real application code, enabling you to simulate distributed systems with thousands of network-connected processes in realistic and scalable private network experiments using your laptop, desktop, or server running Linux. (by shadow)

Project mention: Shadow Simulation Developer | /r/TOR | 2023-03-02

It is no longer active. If you are asking about Shadow, check out https://shadow.github.io
ocl

3 619 0.0 Rust

OpenCL for Rust

Project mention: An example for OpenCL 3.0? | /r/OpenCL | 2023-03-11

Please note that OpenCL consists of two parts: host API and a separate language which is used to write kernels (code which is going to be offloaded to devices). OpenCL specification describes host APIs as C-style APIs and that is what implementors has to provide. However, there are number of various libraries which provides bindings for other languages: - C++ - Python - Go - Rust
smartcore

3 532 3.9 Rust

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.

Project mention: ML in Rust: smartcore | dev.to | 2022-11-09

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.
Peroxide

1 379 5.5 Rust

Rust numeric library with R, MATLAB & Python syntax

Project mention: Hey Rustaceans! Got a question? Ask here! (39/2022)! | /r/rust | 2022-09-26

Rust’s standard library is relatively small by design and doesn’t contain any tools for numeric integration. However, you can probably find a crate on crates.io that does what you need. A quick search suggests Peroxide.
InfluxDB

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rulinalg

0 271 0.0 Rust

A linear algebra library written in Rust
rebop

0 36 0.0 Rust

Fast stochastic simulator for chemical reaction networks
serde-ndim

1 5 10.0 Rust

Serde support for n-dimensional arrays from self-describing formats

Project mention: serde-ndim: Serde support for n-dimensional arrays from self-describing formats | /r/rust | 2023-04-02

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-05-29.