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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 959 154

  2. DifferentiationInterface.jl DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 284 28

  3. ReverseDiff.jl ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 383 56

  4. TaylorSeries.jl TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 360 53

  5. ChainRules.jl ChainRules.jl Public

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

    Julia 460 95

  6. FiniteDifferences.jl FiniteDifferences.jl Public

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

    Julia 309 27

Repositories

Showing 10 of 25 repositories
  • DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    JuliaDiff/DifferentiationInterface.jl’s past year of commit activity
    Julia 284 MIT 28 56 30 Updated Oct 30, 2025
  • Diffractor.jl Public

    Next-generation AD

    JuliaDiff/Diffractor.jl’s past year of commit activity
    Julia 450 MIT 32 40 (1 issue needs help) 19 Updated Oct 27, 2025
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    JuliaDiff/ForwardDiff.jl’s past year of commit activity
    Julia 959 154 111 34 Updated Oct 15, 2025
  • TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    JuliaDiff/TaylorSeries.jl’s past year of commit activity
    Julia 360 53 31 3 Updated Oct 13, 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 279 42 11 3 Updated Oct 12, 2025
  • ChainRulesTestUtils.jl Public

    Utilities for testing custom AD primitives.

    JuliaDiff/ChainRulesTestUtils.jl’s past year of commit activity
    Julia 51 MIT 17 64 (1 issue needs help) 9 Updated Oct 3, 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 460 95 97 (5 issues need help) 40 Updated Sep 30, 2025
  • TaylorDiff.jl Public

    Taylor-mode automatic differentiation for higher-order derivatives

    JuliaDiff/TaylorDiff.jl’s past year of commit activity
    Julia 80 MIT 10 8 1 Updated Sep 28, 2025
  • FiniteDifferences.jl Public

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

    JuliaDiff/FiniteDifferences.jl’s past year of commit activity
    Julia 309 MIT 27 33 (2 issues need help) 8 Updated Sep 15, 2025
  • 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 9 Updated Sep 8, 2025
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