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Simple forward mode AD for Futhark

An implementation of dual number forward mode automatic differentation cribbed from a Daniel Brice blog post on forward mode AD in haskell. Thanks to @bcdarwin for help with the implementation.

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A simple module for forward mode autodiff in futhark.

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