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Isomorphic Reasoning: Counting with Types Part 2

Talkat LambdaConf 2019 · 2019-06-05..06-07· [machine-learning]
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Shows how to turn polymorphic types into arithmetic using category-theory tools (Yoneda lemmas, representable/Naperian and container functors, products/coproducts, initial/terminal objects) to count inhabitants of polymorphic types and reason via isomorphisms and observational equality. Covers System F (with de Bruijn indices) and demonstrates an implementation in Haskell/Scala/Idris plus a minimal parser/printer that enumerates inhabitants by searching sequences of isomorphisms; also mentions possible extensions like functor fixpoints and System Fω.

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