Concurrency in Julia

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • Primes.jl

    Prime numbers in Julia

  • This article uses very inefficient mathematical computations to illustrate concurrency. That’s fine, they are just examples. But you might also be interested in learning how it’s really done, for example by reading the Primes package. [1]

    [1] https://github.com/JuliaMath/Primes.jl/blob/master/src/Prime...

  • parallel_primes_rs

    A very naïve implementation of rust algorithm that finds all primes between two numbers

  • For a job interview I did the same parallelization of a`isPrime` in Rust, and it the basically as simple as the one for Julia, replacing a call of `into_iter()` with `into_par_iter()`. I also show the strong scaling relationship, which i wish all things talking about concurrency did. Link for the curious: https://github.com/pcrumley/parallel_primes_rs

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  • Folds.jl

    A unified interface for sequential, threaded, and distributed fold

  • The Folds.jl [1] package mentioned in the article is very nicely written.

    For another alternative to Julia's built-in `Threads.@threads` macro, folks may also be interested in checking out `@batch` from Polyester.jl [2] (formerly CheapThreads.jl), which features particularly low-overhead threading.

    [1] https://github.com/JuliaFolds/Folds.jl

    [2] https://github.com/JuliaSIMD/Polyester.jl

  • Polyester.jl

    The cheapest threads you can find!

  • The Folds.jl [1] package mentioned in the article is very nicely written.

    For another alternative to Julia's built-in `Threads.@threads` macro, folks may also be interested in checking out `@batch` from Polyester.jl [2] (formerly CheapThreads.jl), which features particularly low-overhead threading.

    [1] https://github.com/JuliaFolds/Folds.jl

    [2] https://github.com/JuliaSIMD/Polyester.jl

  • ReusePatterns.jl

    Implement composition and concrete subtyping in Julia.

  • Maybe you will find this helpful: https://github.com/gcalderone/ReusePatterns.jl

    It includes an implementation of concrete subtyping.

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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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