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Using the Dual implementation in ForwardDiff can be quite useful. This documents how to do it, and adds a seeding function seed_duals which seeds a unique partial for every component of a vector, much like is done internally (in fact, should it be used internally?).

@KristofferC
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FWIW, this increases the API surface of ForwardDiff considerably. Dual numbers are not even mentioned in the manual (except in the implementation details).

@pkofod
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pkofod commented Mar 4, 2019

FWIW, this increases the API surface of ForwardDiff considerably. Dual numbers are not even mentioned in the manual (except in the implementation details).

This is in the advanced section of the docs though.

@ChrisRackauckas ChrisRackauckas mentioned this pull request Aug 27, 2020
Co-authored-by: Yuto Horikawa <[email protected]>
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4 participants