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Automating the Design Recipe

Talkat Scheme 2022 · on Friday, 2022-09-16· [developer-experience]
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Bingus is a program synthesizer for the HtDP Student languages that parses signature comments and uses check-expects to stop search, generating the HtDP template-based structural recursion automatically. It implements refinements like introduce-lambda, guess-var, guess-const, guess-app, and guess-template, and synthesizes examples such as length and depth in about 2–4 seconds. It integrates into DrRacket, currently suffers from a large primitive search space, and plans include weighted (Dijkstra) search, caching, and delegating numeric/string holes to Rosette for better performance and autograder feedback.

AI-written summary · about

  1. 0:00Intro
  2. 0:20What is HtDP?
  3. 0:57The template
  4. 3:02The design recipe
  5. 5:48Steps 4-6 as a closed loop
  6. 7:39The Myth program synthesizer
  7. 8:07How Myth gets really close
  8. 8:45What's different in Beginning Student?
  9. 9:58The core algorithm
  10. 10:51Our refinements
  11. 15:50Making it faster
  12. 18:50Making it user-friendly
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