Dependency Packages
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Flux.jl4466Relax! Flux is the ML library that doesn't make you tensor
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Gen.jl1791A general-purpose probabilistic programming system with programmable inference
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Zygote.jl147621st century AD
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Distributions.jl1102A Julia package for probability distributions and associated functions.
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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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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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Parameters.jl419Types with default field values, keyword constructors and (un-)pack macros
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MLStyle.jl402Julia functional programming infrastructures and metaprogramming facilities
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KernelAbstractions.jl363Heterogeneous programming in Julia
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SpecialFunctions.jl350Special mathematical functions in Julia
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ReverseDiff.jl348Reverse Mode Automatic Differentiation for 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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QuadGK.jl268Adaptive 1d numerical Gauss–Kronrod integration 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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StatsFuns.jl232Mathematical functions related to statistics.
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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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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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FunctionalCollections.jl123Functional and persistent data structures for Julia
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Functors.jl116Parameterise all the things
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DocStringExtensions.jl114Extensions for Julia's docsystem.
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Parsers.jl114Fast parsing machinery for basic types in Julia
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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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