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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Plots.jl1825Powerful convenience for Julia visualizations and data analysis
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DataFrames.jl1725In-memory tabular data in Julia
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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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HTTP.jl632HTTP for Julia
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BenchmarkTools.jl607A benchmarking framework for the Julia language
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Unitful.jl603Physical quantities with arbitrary units
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StatsBase.jl584Basic statistics for Julia
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Latexify.jl558Convert julia objects to LaTeX equations, arrays or other environments.
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Interpolations.jl523Fast, continuous interpolation of discrete datasets in Julia
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StatsPlots.jl437Statistical plotting recipes for Plots.jl
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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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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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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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GR.jl354Plotting for Julia based on GR, a framework for visualisation applications
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Clustering.jl353A Julia package for data clustering
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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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RCall.jl318Call R from 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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FiniteDifferences.jl296High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
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FFTW.jl269Julia bindings to the FFTW library for fast Fourier transforms
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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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StatsModels.jl248Specifying, fitting, and evaluating statistical models in Julia
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StatsFuns.jl232Mathematical functions related to statistics.
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