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@JuliaDiff

JuliaDiff

Differentiation Tools in Julia

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  1. ForwardDiff.jl ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    Julia 952 153

  2. DifferentiationInterface.jl DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 270 25

  3. ReverseDiff.jl ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 377 56

  4. TaylorSeries.jl TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 359 52

  5. ChainRules.jl ChainRules.jl Public

    forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

    Julia 453 92

  6. FiniteDifferences.jl FiniteDifferences.jl Public

    High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)

    Julia 306 25

Repositories

Showing 10 of 25 repositories
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    JuliaDiff/ForwardDiff.jl’s past year of commit activity
    Julia 952 153 116 38 Updated Aug 19, 2025
  • TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    JuliaDiff/TaylorSeries.jl’s past year of commit activity
    Julia 359 52 31 3 Updated Aug 18, 2025
  • SparseDiffTools.jl Public

    Fast jacobian computation through sparsity exploitation and matrix coloring

    JuliaDiff/SparseDiffTools.jl’s past year of commit activity
    Julia 251 MIT 45 33 5 Updated Aug 18, 2025
  • ChainRulesCore.jl Public

    AD-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.

    JuliaDiff/ChainRulesCore.jl’s past year of commit activity
    Julia 262 65 112 (6 issues need help) 23 Updated Aug 18, 2025
  • DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    JuliaDiff/DifferentiationInterface.jl’s past year of commit activity
    Julia 270 MIT 25 49 7 Updated Aug 18, 2025
  • TaylorDiff.jl Public

    Taylor-mode automatic differentiation for higher-order derivatives

    JuliaDiff/TaylorDiff.jl’s past year of commit activity
    Julia 79 MIT 10 6 1 Updated Aug 18, 2025
  • PolyesterForwardDiff.jl Public
    JuliaDiff/PolyesterForwardDiff.jl’s past year of commit activity
    Julia 34 MIT 5 1 1 Updated Aug 18, 2025
  • FiniteDiff.jl Public

    Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

    JuliaDiff/FiniteDiff.jl’s past year of commit activity
    Julia 269 40 11 3 Updated Aug 16, 2025
  • ChainRules.jl Public

    forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs

    JuliaDiff/ChainRules.jl’s past year of commit activity
    Julia 453 92 97 (5 issues need help) 39 Updated Aug 12, 2025
  • Diffractor.jl Public

    Next-generation AD

    JuliaDiff/Diffractor.jl’s past year of commit activity
    Julia 443 MIT 31 40 (1 issue needs help) 17 Updated Aug 12, 2025
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