How can one make Rust excel in the Sciences

This page summarizes the projects mentioned and recommended in the original post on /r/rust

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  • polars

    Dataframes powered by a multithreaded, vectorized query engine, written in Rust

  • neuronika

    Tensors and dynamic neural networks in pure Rust.

  • neuronika provides some paddings and convolutions, as well as auto differentiation an other neural building blocks.

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  • Rust-Bio

    This library provides implementations of many algorithms and data structures that are useful for bioinformatics. All provided implementations are rigorously tested via continuous integration.

  • So generally stuff in this maths/numerical space. The term is a bit deceptive because it rarely means domain-specific science libraries like rust-bio even thought that might be what you think when you hear "scientific computing".

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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