Tunny v0.9.1

[hrntsm]

Summary

Preferential optimization

support artifact input

Added

• The seed value can be specified in BayesianOptimization(GP).
• Support optuna artifact feature.
  • GeometryBase & FishPrint & file path are supported.
• Allows Trial to FAIL.
  • In contrast to the constraint, if the value of the objective function cannot be obtained properly due to divergence of the solution or other reasons, it can be reflected in the trial.
  • It works by inputting a bool value in the Attributes with the key "IsFAIL".
• Preferential optimization support.
  • Human-in-the-loop optimization with PreferentialOptimization for single-objective images, and human-in-the-loop optimization with sliders for multi-objective images.

Changed

• Tunny Python runtime environment location to [UserProfile]/.tunny_env
• Moved settings file location to [UserProfile]/.tunny_env
• Storage's default path to the desktop.
  • Previously, it was in the same folder as the Tunny component .gha file.
• Default StudyName set to empty.
  • If you don't input a name in Tunny UI, study Name using GUID will be automatically inserted.

Fixed

• The seed value of the sampler was not used.
• Failure to launch Optuna-Dashboard from tab.

Related PR

• Fix/seed value is not used by @hrntsm in Fix/seed value is not used #198
• Update sample.gh by @reisyu in Update sample.gh #204
• use tunny env folder by @hrntsm in use tunny env folder #207
• Fix/tab optuna dashboard button by @hrntsm in Fix/tab optuna dashboard button #208
• Fix debug log path by @hrntsm in Fix debug log path #209
• Add support artifacts by @hrntsm in Add support artifacts #210
• Update requirements.txt & chagelog by @hrntsm in Update requirements.txt & chagelog #211
• Feature/support trial fail by @hrntsm in Feature/support trial fail #212
• Feature/preferential optimization by @hrntsm in Feature/preferential optimization #213
• Release v0.9.0 by @hrntsm in Release v0.9.0 #214

New Contributors

• @reisyu made their first contribution in Update sample.gh #204

Full Changelog: v0.8.2...v0.9.0

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This discussion was created from the release Tunny v0.9.1.