~/talk

Category Theory as a Tool for Thought

Talkat LambdaConf 2019 · 2019-06-05..06-07· [machine-learning]
slides:none on file

Argues that category theory yields concrete programmatic payoff by defining types and abstractions via relationships and then applying mechanical transforms: rewrites of product diagrams produce coproducts via duality, limits and cones become universal constructions that recover unit/void and products, the initial-object construction produces the free monoid (lists) and a path through the comma category explains how arbitrary functions factor through homomorphisms, and those constructions port to the category of endofunctors to give free monads and generic folds.

AI-written summary · about

  1. 0:00Intro
  2. 1:34Exploring the idea Space
  3. 3:23Outline
  4. 4:57Category Theory 101
  5. 5:27The Category of Types
  6. 7:31What's in a Tuple
  7. 12:08Universal Constructions
  8. 13:00Diagrams and Limits
  9. 16:01Initial and Terminal Objects
  10. 19:51The Monoid Category
  11. 21:17Memories of Homomorphisms Past
  12. 23:37Exploration
  13. 28:46Monoids Redux
  14. 30:34The Category of Endefunctors
  15. 34:47Case Study
  16. 36:08The Tools for Thought
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