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JuliaDiff · GitHub
JuliaDiff
Differentiation Tools in Julia
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Forward Mode Automatic Differentiation for Julia
Julia
946
149
An interface to various automatic differentiation backends in Julia.
Julia
268
25
Reverse Mode Automatic Differentiation for Julia
Julia
377
56
Taylor polynomial expansions in one and several independent variables.
Julia
361
52
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
Julia
454
92
High accuracy derivatives, estimated via numerical finite differences (formerly FDM.jl)
Julia
306
25
Repositories
Showing 10 of 25 repositories
ForwardDiff.jl
Public
Forward Mode Automatic Differentiation for Julia
JuliaDiff/ForwardDiff.jl’s past year of commit activity
TaylorDiff.jl
Public
Taylor-mode automatic differentiation for higher-order derivatives
JuliaDiff/TaylorDiff.jl’s past year of commit activity
Julia
79
MIT
10
6
0
Updated Jul 19, 2025
JuliaDiff/DifferentiationInterface.jl’s past year of commit activity
Julia
268
MIT
25
45
6
Updated Jul 15, 2025
JuliaDiff/Diffractor.jl’s past year of commit activity
ChainRulesCore.jl
Public
AD-backend agnostic system defining custom forward and reverse mode rules. This is the light weight core to allow you to define rules for your functions in your packages, without depending on any particular AD system.
JuliaDiff/ChainRulesCore.jl’s past year of commit activity
ChainRules.jl
Public
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
JuliaDiff/ChainRules.jl’s past year of commit activity
SparseDiffTools.jl
Public
Fast jacobian computation through sparsity exploitation and matrix coloring
JuliaDiff/SparseDiffTools.jl’s past year of commit activity
Julia
251
MIT
45
33
3
Updated May 18, 2025
TaylorSeries.jl
Public
Taylor polynomial expansions in one and several independent variables.
JuliaDiff/TaylorSeries.jl’s past year of commit activity
JuliaDiff/juliadiff.github.io’s past year of commit activity
JavaScript
11
9
0
0
Updated Apr 25, 2025
JuliaDiff/ChainRulesTestUtils.jl’s past year of commit activity
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