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Pinned repositories
Repositories
FiniteDiff.jl
Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support
ReverseDiff.jl
Reverse Mode Automatic Differentiation for Julia
DiffTests.jl
A common suite of test functions for stressing the robustness of differentiation tools.
ForwardDiff.jl
Forward Mode Automatic Differentiation for Julia
ChainRulesCore.jl
It is like recipes but for AD! (Full functionality is in ChainRules.jl but this a light weight dependency just to define sensitivities for your functions in your packages)
FiniteDifferences.jl
High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
ChainRules.jl
forward-, reverse-, and mixed-mode automatic differentiation primitives for Julia Base + StdLibs
ChainRulesTestUtils.jl
Utilities for testing custom forward- and reverse-mode AD primatives.
TaylorSeries.jl
A julia package for Taylor polynomial expansions in one and several independent variables.
DualNumbers.jl
Julia package for representing dual numbers and for performing dual algebra
SparseDiffTools.jl
Fast jacobian computation through sparsity exploitation and matrix coloring
HyperDualNumbers.jl
Julia implementation of HyperDualNumbers
DiffRules.jl
A simple shared suite of common derivative definitions
DiffResults.jl
A package which provides an API for querying differentiation results at multiple orders simultaneously
Capstan.jl
A Cassette-based automatic differentiation package for the Julia language
