Dependency Packages
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Flux.jl4466Relax! Flux is the ML library that doesn't make you tensor
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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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POMDPs.jl662MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
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StatsBase.jl584Basic statistics for Julia
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Graphs.jl457An optimized graphs package for the Julia programming language
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ChainRules.jl435Forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
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MLStyle.jl402Julia functional programming infrastructures and metaprogramming facilities
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MultivariateStats.jl375A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
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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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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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Functors.jl116Parameterise all the things
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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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PDMats.jl104Uniform Interface for positive definite matrices of various structures
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ArgCheck.jl101Package for checking function arguments
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ArnoldiMethod.jl96The Arnoldi Method with Krylov-Schur restart, natively in Julia.
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