Rust Scientific Computing

Open-source Rust projects categorized as Scientific Computing | Edit details

Top 5 Rust Scientific Computing Projects

  • GitHub repo rust-ndarray

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

    Project mention: Enzyme: Towards state-of-the-art AutoDiff in Rust | reddit.com/r/rust | 2021-12-12

    I don't think any of the major ML projects have GPU acceleration because ndarray doesn't support it.

  • GitHub repo linfa

    A Rust machine learning framework.

    Project mention: Any role that Rust could have in the Data world (Big Data, Data Science, Machine learning, etc.)? | reddit.com/r/rust | 2021-12-04
  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo ocl

    OpenCL for Rust

    Project mention: Resources for Vulkan GPGPU searched | reddit.com/r/vulkan | 2022-01-12

    I don't know a lot about Rust, but this looks like a valid set of OpenCL bindings for Rust: https://github.com/cogciprocate/ocl

  • GitHub repo Peroxide

    Rust numeric library with R, MATLAB & Python syntax

    Project mention: Is rust good for mathematical computing? | reddit.com/r/rust | 2021-11-16

    peroxide seems really cool, but I haven't had the opportunity to use it much yet.

  • GitHub repo rulinalg

    A linear algebra library written in Rust

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 2022-01-12.

Rust Scientific Computing related posts

Index

What are some of the best open-source Scientific Computing projects in Rust? This list will help you:

Project Stars
1 rust-ndarray 2,053
2 linfa 1,408
3 ocl 520
4 Peroxide 257
5 rulinalg 252
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