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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Zygote.jl147621st century AD
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Symbolics.jl1353Symbolic programming for the next generation of numerical software
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Revise.jl1189Automatically update function definitions in a running Julia session
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Optim.jl1116Optimization functions for Julia
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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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LoopVectorization.jl742Macro(s) for vectorizing loops.
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DataStructures.jl690Julia implementation of Data structures
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TimerOutputs.jl651Formatted output of timed sections in Julia
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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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JuliaFormatter.jl569An opinionated code formatter for Julia. Plot twist - the opinion is your own.
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Latexify.jl558Convert julia objects to LaTeX equations, arrays or other environments.
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SymbolicUtils.jl537Symbolic expressions, rewriting and simplification
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Graphs.jl457An optimized graphs package for the Julia programming language
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Enzyme.jl438Julia bindings for the Enzyme automatic differentiator
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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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Parameters.jl419Types with default field values, keyword constructors and (un-)pack macros
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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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IterativeSolvers.jl401Iterative algorithms for solving linear systems, eigensystems, and singular value problems
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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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GR.jl354Plotting for Julia based on GR, a framework for visualisation applications
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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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Ferrite.jl339Finite element toolbox for Julia
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Krylov.jl338A Julia Basket of Hand-Picked Krylov Methods
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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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LinearMaps.jl303A Julia package for defining and working with linear maps, also known as linear transformations or linear operators acting on vectors. The only requirement for a LinearMap is that it can act on a vector (by multiplication) efficiently.
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