Super Computing Packages
- CUDA.jl1193CUDA programming in Julia.
- Dagger.jl630A framework for out-of-core and parallel execution
- BenchmarkTools.jl607A benchmarking framework for the Julia language
- StaticCompiler.jl496Compiles Julia code to a standalone library (experimental)
- Decentralized-Internet.jl490A SDK/library for decentralized web and distributing computing projects
- CUDAnative.jl392Julia support for native CUDA programming
- MPI.jl375MPI wrappers for Julia
- MXNet.jl371MXNet Julia Package - flexible and efficient deep learning in Julia
- KernelAbstractions.jl363Heterogeneous programming in Julia
- Metal.jl346Metal programming in Julia
- SciMLBenchmarks.jl318Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
- GPUArrays.jl317Reusable array functionality for Julia's various GPU backends.
- ParallelStencil.jl312Package for writing high-level code for parallel high-performance stencil computations that can be deployed on both GPUs and CPUs
- SnoopCompile.jl309Provide insights about latency (TTFX) for Julia packages
- PowerSystems.jl306Data structures in Julia to enable power systems analysis. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
- ParallelAccelerator.jl294The ParallelAccelerator package, part of the High Performance Scripting project at Intel Labs
- DiffEqGPU.jl283GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
- CuArrays.jl281A Curious Cumulation of CUDA Cuisine
- AMDGPU.jl278AMD GPU (ROCm) programming in Julia
- OpenCL.jl265OpenCL Julia bindings
- CheapThreads.jl241The cheapest threads you can find!
- Polyester.jl241The cheapest threads you can find!
- ClusterManagers.jl240-
- Clang.jl220C binding generator and Julia interface to libclang
- ArrayFire.jl204Julia wrapper for the ArrayFire library
- DistributedArrays.jl196Distributed Arrays in Julia
- SimJulia.jl175A discrete event process oriented simulation framework written in Julia. Formerly named SimJulia!
- SIMD.jl167Explicit SIMD vector operations for Julia
- AWS.jl159Julia interface to AWS
- ImplicitGlobalGrid.jl159Almost trivial distributed parallelization of stencil-based GPU and CPU applications on a regular staggered grid
- GPUCompiler.jl156Reusable compiler infrastructure for Julia GPU backends.
- PowerModelsDistribution.jl142A Julia/JuMP Package for Unbalanced Power Network Optimization
- LoggingExtras.jl139Composable Loggers for the Julia Logging StdLib
- LLVM.jl130Julia wrapper for the LLVM C API
- HPAT.jl120High Performance Analytics Toolkit (HPAT) is a Julia-based framework for big data analytics on clusters.
- Gaius.jl117Divide and Conquer Linear Algebra
- PartitionedArrays.jl116Large-scale, distributed, sparse linear algebra in Julia.
- PreallocationTools.jl111Tools for building non-allocating pre-cached functions in Julia, allowing for GC-free usage of automatic differentiation in complex codes
- ThreadPinning.jl106Readily pin Julia threads to CPU-threads
- Actors.jl104Concurrent computing in Julia based on the Actor Model
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