Dependency Packages
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ForwardDiff.jl888Forward Mode Automatic Differentiation for Julia
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StaticArrays.jl761Statically sized arrays for Julia
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LoopVectorization.jl742Macro(s) for vectorizing loops.
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TimerOutputs.jl651Formatted output of timed sections in Julia
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Enzyme.jl438Julia bindings for the Enzyme automatic differentiator
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KernelAbstractions.jl363Heterogeneous programming in Julia
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SpecialFunctions.jl350Special mathematical functions in Julia
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GPUArrays.jl317Reusable array functionality for Julia's various GPU backends.
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MacroTools.jl310MacroTools provides a library of tools for working with Julia code and expressions.
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Calculus.jl278Calculus functions in Julia
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ChainRulesCore.jl253AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.
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Polyester.jl241The cheapest threads you can find!
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Octavian.jl230Multi-threaded BLAS-like library that provides pure Julia matrix multiplication
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PrecompileTools.jl204Reduce time-to-first-execution of Julia code
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NNlib.jl201Neural Network primitives with multiple backends
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AbstractTrees.jl200Abstract julia interfaces for working with trees
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OffsetArrays.jl195Fortran-like arrays with arbitrary, zero or negative starting indices.
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Requires.jl195Lazy code loading for Julia
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Reexport.jl162Julia macro for re-exporting one module from another
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GPUCompiler.jl156Reusable compiler infrastructure for Julia GPU backends.
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Compat.jl145Compatibility across Julia versions
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DispatchDoctor.jl137The dispatch doctor prescribes type stability
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ArrayInterface.jl133Designs for new Base array interface primitives, used widely through scientific machine learning (SciML) and other organizations
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LLVM.jl130Julia wrapper for the LLVM C API
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Preferences.jl129Project Preferences Package
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DocStringExtensions.jl114Extensions for Julia's docsystem.
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Adapt.jl89-
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SparseArrays.jl88SparseArrays.jl is a Julia stdlib
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UnPack.jl84`@pack!` and `@unpack` macros
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Hwloc.jl79A Julia API for hwloc
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ExprTools.jl78Light-weight expression manipulation tools
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DiffRules.jl76A simple shared suite of common derivative definitions
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LogExpFunctions.jl74Julia package for various special functions based on `log` and `exp`.
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VectorizationBase.jl67Base library providing vectorization-tools (ie, SIMD) that other libraries are built off of.
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Scratch.jl58Scratch spaces for all your persistent mutable data needs
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CpuId.jl54Ask the CPU for cache sizes, SIMD feature support, a running hypervisor, and more.
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FastClosures.jl54Faster closure variable capture
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NaNMath.jl53Julia math built-ins which return NaN and accumulator functions which ignore NaN
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Static.jl52Static types useful for dispatch and generated functions.
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HyperDualNumbers.jl42Julia implementation of HyperDualNumbers
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