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JuliaDiff

23 indexed repositories · View on GitHub

• ForwardDiff.jl

  Forward Mode Automatic Differentiation for Julia

  Julia · 1005 stars

• BlueStyle

  A Julia style guide that lives in a blue world

  519 stars

• ChainRules.jl

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

  Julia · 475 stars

• Diffractor.jl

  Next-generation AD

  Julia · 453 stars

• ReverseDiff.jl

  Reverse Mode Automatic Differentiation for Julia

  Julia · 393 stars

• TaylorSeries.jl

  Taylor polynomial expansions in one and several independent variables.

  Julia · 388 stars

• FiniteDifferences.jl

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

  Julia · 318 stars

• DifferentiationInterface.jl

  An interface to various automatic differentiation backends in Julia.

  Julia · 313 stars

• FiniteDiff.jl

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

  Julia · 304 stars

• ChainRulesCore.jl

  AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for...

  Julia · 267 stars

• AbstractDifferentiation.jl

  An abstract interface for automatic differentiation.

  Julia · 138 stars

• TaylorDiff.jl

  Taylor-mode automatic differentiation for higher-order derivatives

  Julia · 83 stars

• DualNumbers.jl

  Julia package for representing dual numbers and for performing dual algebra

  Julia · 80 stars

• DiffRules.jl

  A simple shared suite of common derivative definitions

  Julia · 74 stars

• Capstan.jl

  A Cassette-based automatic differentiation package for the Julia language

  Julia · 56 stars

• ChainRulesTestUtils.jl

  Utilities for testing custom AD primitives.

  Julia · 50 stars

• SparseMatrixColorings.jl

  Coloring algorithms for sparse Jacobian and Hessian matrices

  Julia · 45 stars

• HyperDualNumbers.jl

  Julia implementation of HyperDualNumbers

  Julia · 43 stars

• DiffResults.jl

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

  Julia · 37 stars

• PolyesterForwardDiff.jl

  Julia · 34 stars

• 3 more repositories live on View on GitHub