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@JuliaDiff

JuliaDiff

Differentiation Tools in Julia

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  1. ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    Julia 917 147

  2. DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 239 19

  3. ReverseDiff.jl Public

    Reverse Mode Automatic Differentiation for Julia

    Julia 366 57

  4. TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 358 53

  5. ChainRules.jl Public

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

    Julia 452 90

  6. FiniteDifferences.jl Public

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

    Julia 302 26

Repositories

Showing 10 of 25 repositories
  • TaylorSeries.jl Public

    Taylor polynomial expansions in one and several independent variables.

    Julia 358 53 34 6 Updated Mar 22, 2025
  • SparseDiffTools.jl Public

    Fast jacobian computation through sparsity exploitation and matrix coloring

    Julia 245 MIT 44 32 3 Updated Mar 21, 2025
  • DifferentiationInterface.jl Public

    An interface to various automatic differentiation backends in Julia.

    Julia 239 MIT 19 39 3 Updated Mar 20, 2025
  • TaylorDiff.jl Public

    Taylor-mode automatic differentiation for higher-order derivatives

    Julia 78 MIT 11 5 1 Updated Mar 10, 2025
  • Diffractor.jl Public

    Next-generation AD

    Julia 439 MIT 31 40 (1 issue needs help) 19 Updated Mar 3, 2025
  • ChainRules.jl Public

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

    Julia 452 90 97 (5 issues need help) 41 Updated Feb 25, 2025
  • ForwardDiff.jl Public

    Forward Mode Automatic Differentiation for Julia

    Julia 917 147 134 36 Updated Feb 18, 2025
  • FiniteDiff.jl Public

    Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

    Julia 267 39 11 3 Updated Feb 7, 2025
  • JavaScript 11 9 0 0 Updated Feb 4, 2025
  • AbstractDifferentiation.jl Public

    An abstract interface for automatic differentiation.

    Julia 139 MIT 19 38 (4 issues need help) 9 Updated Jan 5, 2025

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