Testing Stochastic AI Models with Hypothesis

Testing Stochastic AI Models with Hypothesis

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Transforming data functions

18 of 23

18 of 23

Transforming data functions

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Testing Stochastic AI Models with Hypothesis

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  1. 1 Intro
  2. 2 About me
  3. 3 Table of Content
  4. 4 Example-based testing- example
  5. 5 Example-based testing - issues
  6. 6 Example-based testing - merge_sort
  7. 7 Property: Commutativity
  8. 8 Property: Invariant functions
  9. 9 Property: The test oracle
  10. 10 Property-based testing
  11. 11 What are the properties in the example?
  12. 12 Metamorphic Testing
  13. 13 Metamorphic Relations
  14. 14 Hypothesis Library
  15. 15 Hypothesis basic strategies
  16. 16 merge_sort test
  17. 17 Define you own strategy
  18. 18 Transforming data functions
  19. 19 Debug hypothesis strategies
  20. 20 Repeatable random testing
  21. 21 Shrinking
  22. 22 Additional Components
  23. 23 Rotate the image

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