hrntsm / tunny Goto Github PK

Is your feature request related to a problem? Please describe.

Optimization is stopped after a specific elapsed time.

Describe the solution you'd like

Input elapsed time to stop the optimization

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When open setting file, current ui settings is not reflect it.

Describe the solution you'd like

Add save settings button and change open folder button beheivier to save them when pushed.

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Is your feature request related to a problem? Please describe.

Use uaal to improve tunny ui
https://docs.unity3d.com/ja/current/Manual/UnityasaLibrary-Windows.html

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Describe the bug

The model output in the output tab is not a Pareto front considering constraint.

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Expected behavior

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Is your feature request related to a problem? Please describe.

Array optimize result like Wallacei to easier to understand them

Describe the solution you'd like

Add Array result component like Wallacei.

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Is your feature request related to a problem? Please describe.

To make optimization more effectively, to handle integer suggestion.

Describe the solution you'd like

use optuna trail.suggest_integer method

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Is your feature request related to a problem? Please describe.

Any chance this solver could be started programmatically? Right now Galapagos makes it so one needs to manually start the solver.

— Luis E. Fraguada (@luisfraguada) April 12, 2022

That would be very useful. I'm not sure if any other EA solvers in GH can do that.

— Luis E. Fraguada (@luisfraguada) April 13, 2022

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Can we do CI builds so that we can easily work with the development version?

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From Food4Rhino

Looks useful, i will test it with external software
Can you please add a component to detect runoptimize and stop clicks?
When runoptimize is clicked the component output become true to control external software animation,,and stop become false.
I did something like that with opossum and i hope you create it as official component

Is your feature request related to a problem? Please describe.

I want to set up my sampler more easily.

Describe the solution you'd like

Create a sampler settings window

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A really big plugin that contains 34000 files.
Can you reduce the size?

Is your feature request related to a problem? Please describe.

Single objective optimization is reflect it result to GH when solution is finished,
but multi objective optimization is not.
Is anyway to reflect MO result ?

Describe the solution you'd like

Add reflect button to realize above function.

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Is your feature request related to a problem? Please describe.

In result graphs, it is helpful to understand the axis meanings by setting it nickname.

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Is your feature request related to a problem? Please describe.

optuna has more other than the one used in tunny.
is there any possibility to enable these sampler like grid sampler

Describe the solution you'd like

Enable there sampler

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Is your feature request related to a problem? Please describe.

I would like to be able to use it more easily when I have many parameters.

Describe the solution you'd like

I would like genepool to support this.

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Additional context

I'm not sure what the UI on the Restore tab means.
Make it easier to understand

Change component location to Tunny tab

Describe the bug

A clear and concise description of what the bug is.

To Reproduce

Steps to reproduce the behavior:

1. Go to '...'
2. Click on '....'
3. Scroll down to '....'
4. See error

Expected behavior

A clear and concise description of what you expected to happen.

Screenshots

If applicable, add screenshots to help explain your problem.

Environment

• OS: [e.g. Windows]
• Rhino Version [e.g. v7.14]

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Add any other context about the problem here.

Is your feature request related to a problem? Please describe

some time I lost where variables and objectives component.

Describe the solution you'd like

Highlight these component like other optimization comopnent.

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Is your feature request related to a problem? Please describe.

I want to handle tunny optimize result more easily.

Describe the solution you'd like

Add Tunny Param component like Number, Brep, etc.

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Is your feature request related to a problem? Please describe.

Can constraints be placed on the optimization?

Describe the solution you'd like

Optuna NSGAII & Botorch sampler can use constraints.
See "Constraints Support for Pareto-front plot" paragraph
https://github.com/optuna/optuna/releases/tag/v3.0.0-a1

If the objective function does not produce a Param_Number component, it should produce an error

Describe the bug

cheese param importances & click visualize button, it is alway return error.

To Reproduce

Expected behavior

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Is your feature request related to a problem? Please describe.

I want to check the results more easily.

Describe the solution you'd like

Enabling the Optuna dashboard
https://github.com/optuna/optuna-dashboard

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Describe the bug

Grasshopper crashes when optimized and restored without ModelMesh

Is your feature request related to a problem? Please describe.

Update optuna to v3

Describe the solution you'd like

Change the following items

• trial.suggest_discrete_uniform(“x”, low, high, q=q) to trial.suggest_float(“x”, low, high, step=q)

• Multivariate in TPE sampler default false to true

• Support new NSGA-II crossover options

• Support QMC sampler

• Support Shapley Importance

  • move #97

• Consider defalut sampling algorithm

Describe alternatives you've considered

Additional context

official relese note

• https://medium.com/optuna/optuna-3-part-1-4c6a9022a648
• https://medium.com/optuna/optuna-3-part-2-3d64bca63573

Is your feature request related to a problem? Please describe.

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ex. I'm always frustrated when [...]

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Is your feature request related to a problem? Please describe.

In Wallacei, it can cluster optimize result.
Is there any way to support clustring in Tunny?

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Is your feature request related to a problem? Please describe.

optuna can handle more feature than now, how can I use these.

Describe the solution you'd like

use setting file like "setting.json" to handle more detail settings.

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Additional context

Specify that the version is not specified in the pip installation now, so that the development environment and what is installed are the same.

Is your feature request related to a problem? Please describe.

To make Tunny more helpful for optimization, support GP sampler.

Describe the solution you'd like

Support BoTorch sampler which use GP

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Describe the bug

To Reproduce

Expected behavior

Probabley it cause Hi-DPI.

Screenshots

Environment

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Describe the bug

Renaming optimization study results in "SolverError

To Reproduce

Expected behavior

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Additional context

The variable name is set from 1 for each genepool, so if there are multiple genepools, the variables are not given properly.

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ex. I'm always frustrated when [...]

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Add any other context or screenshots about the feature request here.

Describe the bug

PythonInstaller launches every time.

To Reproduce

Expected behavior

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Is your feature request related to a problem? Please describe.

Update optuna to v3.0.0rc

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Is your feature request related to a problem? Please describe.

Describe the solution you'd like

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• https://github.com/optuna/optuna/releases/tag/v3.0.0-b1

Is your feature request related to a problem? Please describe.

make more helpful to understand MO result.

Describe the solution you'd like

visualize hypervolume history.
https://logmi.jp/tech/articles/325211

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Is your feature request related to a problem? Please describe.

Can I bake result text like elefront textbake in fishmarket component

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Is your feature request related to a problem? Please describe.

I want to be able to put more detailed information on trials.

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Create something like a tab for File or a tab for About, so that the license display appears.

Is your feature request related to a problem? Please describe.

It is able to input Mesh to Tunny, but is not able to input any other geometry.
There is any way to save these geometies?

Describe the solution you'd like

Support GeomertyBase like mesh.

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Describe the bug

Rize below exception.
"An exception is arised during the commit. This typically happens due to invalid data in the commit. e.g. exceeding max length"

To Reproduce

Expected behavior

Screenshots

Environment

Additional context

You should set the list from even when below
https://github.com/hrntsm/Tunny/blob/main/Tunny/Util/GrasshopperInOut.cs#L171

If there is no geometry, the following should be skipped
https://github.com/hrntsm/Tunny/blob/main/Tunny/Solver/OptunaAlgorithm.cs#L102

Describe the bug

If objective is null when running optimize, optimizer output error & stop

To Reproduce

Expected behavior

if objective is null, the length of objectives in result RDB and last solved objectives length are not matched.

Screenshots

Environment

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Describe the bug

Grid sampler does not run sampler due to conversion error in dictionary specifying range of values

To Reproduce

Expected behavior

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Is your feature request related to a problem? Please describe.

some time, I want to set several attribute to clearly the trial model state.

Describe the solution you'd like

Add Tunny component to attribute input pivot.

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Is your feature request related to a problem? Please describe.

Would like to see best value and hypervolume in real time like Opossum

Describe the solution you'd like

Display the results in the yellow area of the image

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