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Add AutoDiffractor #27

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gdalle opened this issue Mar 10, 2024 · 1 comment · Fixed by #29
Closed

Add AutoDiffractor #27

gdalle opened this issue Mar 10, 2024 · 1 comment · Fixed by #29

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@gdalle
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gdalle commented Mar 10, 2024

Is your feature request related to a problem? Please describe.

Diffractor.jl is now a usable AD library in forward mode, but it is not part of ADTypes.jl

Describe the solution you’d like

A new struct called AutoDiffractor.

Describe alternatives you’ve considered

We can also base it on ChainRules.jl with AutoChainRules(DiffractorRuleConfig())

Additional context

@oxinabox what information or parameters would you put in an AutoDiffractor struct? Examples:

  • AutoFiniteDiff has the finite difference scheme
  • AutoForwardDiff has the number of chunks
@oxinabox
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I don't think we need any struct fields right now.
There is some stuff coming that might need type-parameters, but right now it is basically configuration free.

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