Is there an implementation of The Simple Essence of Automatic Differentiation (2018)?

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  • concat

    Compiling to Categories

    • I believe it is here: https://github.com/compiling-to-categories/concat

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  • knossos-ksc

    Compiler with automatic differentiation

    • I worked on an implementation with SPJ and others, but ultimately my takeaway from that project is the SEAD approach is not a practical one for implementation. Variables are very useful! The concept of the transpose operation is very clear in a categorical form, however, so to that extent the method explained in SEAD is valuable.

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