Rust rust-sci

Open-source Rust projects categorized as rust-sci

Top 5 Rust rust-sci Projects

  • rust-ndarray

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

    Project mention: Some Reasons to Avoid Cython | news.ycombinator.com | 2023-09-22

    I would love some examples of how to do non-trivial data interop between Rust and Python. My experience is that PyO3/Maturin is excellent when converting between simple datatypes but conversions get difficult when there are non-standard types, e.g. Python Numpy arrays or Rust ndarrays or whatever other custom thing.

    Polars seems to have a good model where it uses the Arrow in memory format, which has implementations in Python and Rust, and makes a lot of the ndarray stuff easier. However, if the Rust libraries are not written with Arrow first, they become quite hard to work with. For example, there are many libraries written with https://github.com/rust-ndarray/ndarray, which is challenging to interop with Numpy.

    (I am not an expert at all, please correct me if my characterizations are wrong!)

  • hora

    🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

    Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01

    We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • neuronika

    Tensors and dynamic neural networks in pure Rust.

  • matrixmultiply

    General matrix multiplication of f32 and f64 matrices in Rust. Supports matrices with general strides.

    Project mention: Help understanding the state of ndarrays and linalg in Rust. | /r/rust | 2023-07-09

    The matrixmultiply crate from the ndarray author (https://github.com/bluss/matrixmultiply) is one such implementation. It uses the same algorithm as the BLIS project (https://www.cs.utexas.edu/users/flame/pubs/TOMS-BLIS-Analytical.pdf) to partition the problem and exploit the cache hierarchy. It isn't as well tuned as eg. Intel MKL or BLIS, but the results are very respectable.

  • serde-ndim

    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
  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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 2023-09-22.

Rust rust-sci related posts

Index

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

Project Stars
1 rust-ndarray 3,235
2 hora 2,543
3 neuronika 1,020
4 matrixmultiply 199
5 serde-ndim 6
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