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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 985 156

  2. DifferentiationInterface.jl DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 300 31

  3. ReverseDiff.jl ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 384 57

  4. TaylorSeries.jl TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 366 53

  5. ChainRules.jl ChainRules.jl Public

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

    Julia 472 97

  6. FiniteDifferences.jl FiniteDifferences.jl Public

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

    Julia 315 29

Repositories

Showing 10 of 27 repositories
  • TaylorDiff.jl Public

    Taylor-mode automatic differentiation for higher-order derivatives

    JuliaDiff/TaylorDiff.jl’s past year of commit activity
    Julia 81 MIT 11 8 0 Updated Apr 3, 2026
  • DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    JuliaDiff/DifferentiationInterface.jl’s past year of commit activity
    Julia 300 MIT 31 54 7 Updated Apr 2, 2026
  • ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    JuliaDiff/ReverseDiff.jl’s past year of commit activity
    Julia 384 57 73 6 Updated Apr 2, 2026
  • 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 265 66 112 (6 issues need help) 27 Updated Apr 2, 2026
  • SparseMatrixColorings.jl Public

    Coloring algorithms for sparse Jacobian and Hessian matrices

    JuliaDiff/SparseMatrixColorings.jl’s past year of commit activity
    Julia 38 MIT 8 15 6 Updated Mar 30, 2026
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    JuliaDiff/ForwardDiff.jl’s past year of commit activity
    Julia 985 156 117 37 Updated Mar 30, 2026
  • FiniteDifferences.jl Public

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

    JuliaDiff/FiniteDifferences.jl’s past year of commit activity
    Julia 315 MIT 29 33 (2 issues need help) 9 Updated Mar 29, 2026
  • ChainRules.jl Public

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

    JuliaDiff/ChainRules.jl’s past year of commit activity
    Julia 472 97 96 (5 issues need help) 44 Updated Mar 16, 2026
  • TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    JuliaDiff/TaylorSeries.jl’s past year of commit activity
    Julia 366 53 30 3 Updated Mar 11, 2026
  • DistributionsAD.jl Public archive

    Automatic differentiation of Distributions using Tracker, Zygote, ForwardDiff and ReverseDiff

    JuliaDiff/DistributionsAD.jl’s past year of commit activity
    Julia 153 MIT 30 27 0 Updated Mar 3, 2026
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