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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 1k 160

  2. DifferentiationInterface.jl DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 313 35

  3. ReverseDiff.jl ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 393 60

  4. TaylorSeries.jl TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 387 55

  5. ChainRules.jl ChainRules.jl Public

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

    Julia 475 98

  6. FiniteDifferences.jl FiniteDifferences.jl Public

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

    Julia 318 32

Repositories

Showing 10 of 28 repositories
  • TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    JuliaDiff/TaylorSeries.jl's past year of commit activity
    Julia 387 55 21 5 Updated Sep 13, 2026
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    JuliaDiff/ForwardDiff.jl's past year of commit activity
    Julia 1,004 160 128 46 Updated Sep 11, 2026
  • SparseMatrixColorings.jl Public

    Coloring algorithms for sparse Jacobian and Hessian matrices

    JuliaDiff/SparseMatrixColorings.jl's past year of commit activity
    Julia 45 MIT 11 14 7 Updated Sep 10, 2026
  • DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    JuliaDiff/DifferentiationInterface.jl's past year of commit activity
    Julia 313 MIT 35 72 4 Updated Aug 17, 2026
  • 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 304 42 13 2 Updated Aug 12, 2026
  • AbstractDifferentiation.jl Public

    An abstract interface for automatic differentiation.

    JuliaDiff/AbstractDifferentiation.jl's past year of commit activity
    Julia 138 MIT 18 38 (4 issues need help) 9 Updated Aug 9, 2026
  • PolyesterForwardDiff.jl Public
    JuliaDiff/PolyesterForwardDiff.jl's past year of commit activity
    Julia 34 MIT 6 1 4 Updated Aug 5, 2026
  • DocThemeIndigo.jl Public

    The Documenter Theme for the ChainRules family of packages. But you can use it too

    JuliaDiff/DocThemeIndigo.jl's past year of commit activity
    SCSS 7 MIT 1 2 4 Updated Aug 3, 2026
  • DiffResults.jl Public

    A package which provides an API for querying differentiation results at multiple orders simultaneously

    JuliaDiff/DiffResults.jl's past year of commit activity
    Julia 37 9 6 6 Updated Jul 27, 2026
  • ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    JuliaDiff/ReverseDiff.jl's past year of commit activity
    Julia 393 60 74 9 Updated Jul 1, 2026
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