Release Tunny v0.8.0

[hrntsm]

Added

• Support Human-in-the-loop optimization
  • Input FishPrint into the objective to start it
  • Add 2 sample gh file
  • detail
• Support CMA-ES with Margin
  • It allows for more efficient optimization in mixed integer problems.
  • detail
• Support NSGA-III
  • For more than 3 objective optimization.
  • detail
• Python sample code
• Open optuna dashboard menu item

Changed

• When optimizing with CMA-ES, the with Margin option is enabled by default.
• Support multi constraints.
• Bump up optuna v3.2.0
• Bump up optuna-dashboard v0.10.2

Removed

• Grid sampling.

Fixed

• Error occurs when remaining time becomes negative
• GC behavior settings configured in the UI during optimization are not reflected in optimization

Security

• Bump up scipy v1.10.0

Related PR

• Change to disable grid sampling by @hrntsm in Change to disable grid sampling #167
• Apply jetbrain tool to code by @hrntsm in Apply jetbrain tool to code #171
• Feature/support cmaes with margin by @hrntsm in Feature/support cmaes with margin #172
• Feature/human in the loop by @hrntsm in Feature/human in the loop #173
• Add open dashboard menu item by @hrntsm in Add open dashboard menu item #176
• Featura/updata optuna v3.2 by @hrntsm in Featura/updata optuna v3.2 #179
• Feature/support multi constraints by @hrntsm in Feature/support multi constraints #180
• Release v0.8.0 by @hrntsm in Release v0.8.0 #181

Full Changelog: v0.7.2...v0.8.0

---

This discussion was created from the release Tunny v0.8.0.