Automatic Differentation

Scala cli

//> using dep io.github.quafadas::spireAD::{{projectVersion}}

Mill

ivy"io.github.quafadas::spireAD::{{projectVersion}}"

goals

implement a reverse automatic differentation algorithm.

Correctness (in terms of operations)

Adopt Spires typeclass driven design

Reasonable ease of use at the call site

Reasonable hardware accelerated (CPU) performance

non goals

(at this stage) performance

vectorisation