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Isomorphic Reasoning: Counting with Types Part 3

Talkat LambdaConf 2019 · 2019-06-05..06-07· [machine-learning]
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Shows how to use category-theory tools (Yoneda lemmas, representable/Naperian and container functors, products/coproducts, initial/terminal objects) to treat polymorphic types as arithmetic and count their inhabitants, including discussion of observational equality and parametricity. Covers System F (with de Bruijn indices) and demonstrates an implementation of the type-algebra and a parser/printer in Haskell/Scala/Idris that enumerates inhabitants via sequences of isomorphisms, and outlines possible extensions like functor fixpoints and System Fω.

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