Julia GPU

Open-source Julia projects categorized as GPU Edit details

Top 11 Julia GPU Projects

  • Makie.jl

    Visualizations and plotting in Julia

    Project mention: Julia lib to get vector paths of font glyphs? | reddit.com/r/Julia | 2022-09-30

    There does exist some code for reading glyph geometry from fonts - you can find some of it in the Makie source directory: eg https://github.com/MakieOrg/Makie.jl/blob/master/src/bezier.jl - you can see that there's quite a lot though...

  • TensorFlow.jl

    A Julia wrapper for TensorFlow

  • SonarQube

    Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.

  • CUDA.jl

    CUDA programming in Julia.

    Project mention: C++ is making me depressed / CUDA question | reddit.com/r/rust | 2022-07-20

    If you just want to do some numerical code that requires linear algebra and GPU, your best bet would be Julia or Python+JAX.

  • Oceananigans.jl

    🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

    Project mention: Supercharged high-resolution ocean simulation with Jax | news.ycombinator.com | 2021-12-05
  • ClimateMachine.jl

    Climate Machine: an Earth System Model that automatically learns from data

  • ParallelStencil.jl

    Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs

    Project mention: Parallélisation distribuée presque triviale d’applications GPU et CPU basées sur des Stencils avec… | dev.to | 2022-04-30

    GitHub - omlins/ParallelStencil.jl: Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs

  • FiniteDiff.jl

    Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

  • InfluxDB

    Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Data Platform where developers build real-time applications for analytics, IoT and cloud-native services in less time with less code.

  • oneAPI.jl

    Julia support for the oneAPI programming toolkit.

    Project mention: Writing GPU shaders in Julia? | reddit.com/r/Julia | 2022-02-17
  • GPUCompiler.jl

    Reusable compiler infrastructure for Julia GPU backends.

    Project mention: Julia and GPU processing, how does it work? | reddit.com/r/Julia | 2022-06-01
  • FoldsCUDA.jl

    Data-parallelism on CUDA using Transducers.jl and for loops (FLoops.jl)

    Project mention: Generic GPU Kernels | news.ycombinator.com | 2021-12-06
  • BoundaryValueDiffEq.jl

    Boundary value problem (BVP) solvers for scientific machine learning (SciML)

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 2022-09-30.

Julia GPU related posts


What are some of the best open-source GPU projects in Julia? This list will help you:

Project Stars
1 Makie.jl 1,713
2 TensorFlow.jl 864
3 CUDA.jl 837
4 Oceananigans.jl 710
5 ClimateMachine.jl 424
6 ParallelStencil.jl 185
7 FiniteDiff.jl 178
8 oneAPI.jl 122
9 GPUCompiler.jl 84
10 FoldsCUDA.jl 50
11 BoundaryValueDiffEq.jl 23
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