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Top 10 Rust Scientific Computing Projects
ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operationsProject 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
A Rust machine learning framework.Project mention: Why is Rust not more popular in ML and secure edge computing? | /r/rust | 2022-11-13
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Burn - A Flexible and Comprehensive Deep Learning Framework in RustProject 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 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It is no longer active.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
OpenCL for RustProject 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
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.
Rust numeric library with R, MATLAB & Python syntaxProject 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.
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A linear algebra library written in Rust
Fast stochastic simulator for chemical reaction networks
Serde support for n-dimensional arrays from self-describing formatsProject mention: serde-ndim: Serde support for n-dimensional arrays from self-describing formats | /r/rust | 2023-04-02
Rust Scientific Computing related posts
Helper crate for working with image data of varying type?
1 project | /r/rust | 29 May 2023
What is the most efficient way to study Rust for scientific computing applications?
1 project | /r/rust | 23 May 2023
Status and Future of ndarray?
2 projects | /r/rust | 3 Apr 2023
An example for OpenCL 3.0?
4 projects | /r/OpenCL | 11 Mar 2023
How does explicit unrolling differ from iterating through elements one-by-one? (ndarray example)
1 project | /r/rust | 13 Jan 2023
Burn: Deep Learning Framework in Rust
1 project | news.ycombinator.com | 9 Jan 2023
Burn: Deep Learning Framework in Rust
1 project | news.ycombinator.com | 3 Jan 2023
A note from our sponsor - SonarLint
www.sonarlint.org | 4 Jun 2023
What are some of the best open-source Scientific Computing projects in Rust? This list will help you: