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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 932 149

  2. DifferentiationInterface.jl DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 255 24

  3. ReverseDiff.jl ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 374 56

  4. TaylorSeries.jl TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 357 53

  5. ChainRules.jl ChainRules.jl Public

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

    Julia 454 91

  6. FiniteDifferences.jl FiniteDifferences.jl Public

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

    Julia 304 26

Repositories

Showing 10 of 25 repositories
  • TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    JuliaDiff/TaylorSeries.jl’s past year of commit activity
    Julia 357 53 31 4 Updated May 14, 2025
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    JuliaDiff/ForwardDiff.jl’s past year of commit activity
    Julia 932 149 114 36 Updated May 12, 2025
  • DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    JuliaDiff/DifferentiationInterface.jl’s past year of commit activity
    Julia 255 MIT 24 36 6 Updated May 12, 2025
  • SparseDiffTools.jl Public

    Fast jacobian computation through sparsity exploitation and matrix coloring

    JuliaDiff/SparseDiffTools.jl’s past year of commit activity
    Julia 248 MIT 44 33 2 Updated May 12, 2025
  • Diffractor.jl Public

    Next-generation AD

    JuliaDiff/Diffractor.jl’s past year of commit activity
    Julia 441 MIT 31 41 (1 issue needs help) 18 Updated May 9, 2025
  • juliadiff.github.io Public
    JuliaDiff/juliadiff.github.io’s past year of commit activity
    JavaScript 11 9 0 0 Updated Apr 25, 2025
  • ChainRulesTestUtils.jl Public

    Utilities for testing custom AD primitives.

    JuliaDiff/ChainRulesTestUtils.jl’s past year of commit activity
    Julia 50 MIT 17 64 (1 issue needs help) 10 Updated Apr 21, 2025
  • ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    JuliaDiff/ReverseDiff.jl’s past year of commit activity
    Julia 374 56 71 6 Updated Apr 5, 2025
  • TaylorDiff.jl Public

    Taylor-mode automatic differentiation for higher-order derivatives

    JuliaDiff/TaylorDiff.jl’s past year of commit activity
    Julia 79 MIT 11 5 1 Updated Apr 1, 2025
  • PolyesterForwardDiff.jl Public
    JuliaDiff/PolyesterForwardDiff.jl’s past year of commit activity
    Julia 34 MIT 6 1 0 Updated Mar 31, 2025
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