Tunny v0.12.0

[hrntsm]

Release note

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Added

• Help & Install Python menu strip items
• The initial value of FishEgg be the mean value X0 assumed for the first normal distribution of CMA-ES.
• FishAttr now allows you to specify the optimization direction for each objective function.
  • A value of 1 indicates maximization, while -1 indicates minimization.
• BruteForceSampler
  • It is a sampler of the total number of hits.
• Output result for TT-Design Explorer
• Optimization state output to fishing component
• Use component OBSOLETE feature
  • Old components are now marked "OLD" to indicate that they are older version.
• TPE gamma setting.
  • The smaller of the number input and 10% of the completed trials is the number of trials included in L(x).
  • The higher this number, the higher the exploitation of the completed trials.

Changed

• When outputting results from TunnyUI, even if the number of objective functions in Grasshopper does not match the number of objective functions in the result file, the results can still be output.
• After optimization is finished, a window allows the user to choose whether to reinstate the results or not.
• The words "reflect" and "restore" are changed to "reinstate" to match the Galapagos expression.
• ModelNumber in the output section is changed to TrialNumber.

Fixed

• Python install error when there is optuna dashboard process
  • Add check and kill the process method
• Rhino7 and Rhino8 compatibility
  • There was a difference in specifications between Rhino 7 (net48) and Rhino 8 (net7) when serializing its Version to JSON for saving settings.
• Optuna-Dashboard doesn't work when artifact-dir contains space.
• Fixed an error when there is no file in the path specified in FishPrintByPath.
• Rhino crashes when reinstating a value to a slider if the categorical value is a number.
• MessageBox is now not below the back of Grasshopper window.

Security

• Bump scikit-learn 1.3.1 => 1.5.0

What's Changed

• Feature/improve python installer by @hrntsm in Feature/improve python installer #292
• Fix Optuna-Dashboard issue with artifact directory containing spaces by @hrntsm in Fix Optuna-Dashboard issue with artifact directory containing spaces #294
• Feature/cmaes x0 by @hrntsm in Feature/cmaes x0 #296
• Feature/direction settings by @hrntsm in Feature/direction settings #297
• Fix FishPrintByPath.cs to handle empty and non-existent file paths by @hrntsm in Fix FishPrintByPath.cs to handle empty and non-existent file paths #298
• Add bruteforce sampler by @hrntsm in Add bruteforce sampler #299
• Feature/support tt designexplorer by @hrntsm in Feature/support tt designexplorer #300
• Feature/add design explorer submodule by @hrntsm in Feature/add design explorer submodule #301
• Fix hitl exception with _stop_study by @hrntsm in Fix hitl exception with _stop_study #302
• Fix design explorer image does note showing with study id over 1 by @hrntsm in Fix design explorer image does note showing with study id over 1 #303
• Feature/output opt information by @hrntsm in Feature/output opt information #305
• Featura/add reinstate button by @hrntsm in Featura/add reinstate button #308
• Featura/add tpe gamma settings by @hrntsm in Featura/add tpe gamma settings #309
• Feature/update scikit learn by @hrntsm in Feature/update scikit learn #310
• Release v0.12.0 by @hrntsm in Release v0.12.0 #311

Full Changelog: v0.11.1...v0.12.0

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This discussion was created from the release Tunny v0.12.0.