Dependency Packages
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Flux.jl4466Relax! Flux is the ML library that doesn't make you tensor
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JuMP.jl2210Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
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Zygote.jl147621st century AD
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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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DataStructures.jl690Julia implementation of Data structures
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BenchmarkTools.jl607A benchmarking framework for the Julia language
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StatsBase.jl584Basic statistics for Julia
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ChainRules.jl435Forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
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PrettyTables.jl403Print data in formatted tables.
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MLStyle.jl402Julia functional programming infrastructures and metaprogramming facilities
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MathOptInterface.jl388A data structure for mathematical optimization problems
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KernelAbstractions.jl363Heterogeneous programming in Julia
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SpecialFunctions.jl350Special mathematical functions in Julia
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StructArrays.jl319Efficient implementation of struct arrays in Julia
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GPUArrays.jl317Reusable array functionality for Julia's various GPU backends.
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JSON.jl311JSON parsing and printing
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MacroTools.jl310MacroTools provides a library of tools for working with Julia code and expressions.
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Tables.jl299An interface for tables 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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LaTeXStrings.jl207Convenient input and display of LaTeX equation strings for the Julia language
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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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Requires.jl195Lazy code loading for Julia
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FillArrays.jl181Julia package for lazily representing matrices filled with a single entry
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Accessors.jl175Update immutable data
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Setfield.jl165Update deeply nested immutable structs.
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Reexport.jl162Julia macro for re-exporting one module from another
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SimpleTraits.jl155Simple Traits for Julia
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IterTools.jl152Common functional iterator patterns
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Crayons.jl149Colored and styled strings for terminals.
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Compat.jl145Compatibility across Julia versions
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LLVM.jl130Julia wrapper for the LLVM C API
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Preferences.jl129Project Preferences Package
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AbstractFFTs.jl125A Julia framework for implementing FFTs
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Functors.jl116Parameterise all the things
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Parsers.jl114Fast parsing machinery for basic types in Julia
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DocStringExtensions.jl114Extensions for Julia's docsystem.
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IRTools.jl111Mike's Little Intermediate Representation
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MLUtils.jl107Utilities and abstractions for Machine Learning tasks
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