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v0.2.0 – ModelWrapper Architecture and Model-Type CLI

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@W-Thurston W-Thurston released this 21 Apr 17:40
· 14 commits to main since this release
v0.2.0
43299fa

v0.2.0 — ModelWrapper Architecture and CLI Support

This release introduces the ModelWrapper abstraction system and shared model state across all assumption checks.

✨ Highlights

  • Added BaseModelWrapper and LinearModelWrapper
  • Only fit one model per dataset, shared across all assumptions
  • New CLI flag: --model-type (currently supports "linear")
  • Rich console output now includes model metadata
  • Refactored linearity.py to use wrapper-based architecture
  • Assumption checks can now declare supported model types via @register_assumption(model_types=...)

🛠 Internal Improvements

  • Dispatcher now returns both results and model
  • Parameter orders standardized across assumption checks
  • Improved crash safety and default fallbacks
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