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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ProgressMeter.jl693Progress meter for long-running computations
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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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HTTP.jl632HTTP for Julia
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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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Distances.jl425A Julia package for evaluating distances (metrics) between vectors.
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NearestNeighbors.jl413High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.
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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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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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Compose.jl249Declarative vector graphics
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StatsFuns.jl232Mathematical functions related to statistics.
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Combinatorics.jl214A combinatorics library for Julia
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PrecompileTools.jl204Reduce time-to-first-execution of Julia code
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Colors.jl204Color manipulation utilities for Julia
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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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Requires.jl195Lazy code loading for Julia
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ColorSchemes.jl187Colorschemes, colormaps, gradients, and palettes
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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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