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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 906 146

  2. DifferentiationInterface.jl DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 216 16

  3. ReverseDiff.jl ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 355 57

  4. TaylorSeries.jl TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 351 53

  5. ChainRules.jl ChainRules.jl Public

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

    Julia 442 89

  6. FiniteDifferences.jl FiniteDifferences.jl Public

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

    Julia 299 25

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 216 MIT 16 43 9 Updated Dec 25, 2024
  • SparseDiffTools.jl Public

    Fast jacobian computation through sparsity exploitation and matrix coloring

    JuliaDiff/SparseDiffTools.jl’s past year of commit activity
    Julia 245 MIT 43 32 2 Updated Dec 22, 2024
  • ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    JuliaDiff/ReverseDiff.jl’s past year of commit activity
    Julia 355 57 69 6 Updated Dec 18, 2024
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    JuliaDiff/ForwardDiff.jl’s past year of commit activity
    Julia 906 146 134 36 Updated Dec 6, 2024
  • TaylorDiff.jl Public

    Taylor-mode automatic differentiation for higher-order derivatives

    JuliaDiff/TaylorDiff.jl’s past year of commit activity
    Julia 75 MIT 9 2 0 Updated Nov 26, 2024
  • 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 261 38 10 4 Updated Nov 19, 2024
  • FiniteDifferences.jl Public

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

    JuliaDiff/FiniteDifferences.jl’s past year of commit activity
    Julia 299 MIT 25 32 (2 issues need help) 6 Updated Nov 18, 2024
  • PolyesterForwardDiff.jl Public
    JuliaDiff/PolyesterForwardDiff.jl’s past year of commit activity
    Julia 29 MIT 6 1 0 Updated Nov 18, 2024
  • 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 8 MIT 2 2 2 Updated Nov 18, 2024
  • Diffractor.jl Public

    Next-generation AD

    JuliaDiff/Diffractor.jl’s past year of commit activity
    Julia 436 MIT 31 40 (1 issue needs help) 18 Updated Nov 17, 2024
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