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Plot 2D, 3D fronts with sns or similar.
Idea: find a way to visualize the evolution of the front over the training phase in wandb (kind of like a video recorder for the PF).
Idea2: an interactive …
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# Feature Request
*Please write your suggestion here.*
The concept by itself is the following:
![image](https://github.com/optuna/optuna-dashboard/assets/47781922/c5d31e0e-179f-4686-8888-5bc2…
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I discovered that the Pareto front generated by the minecart environment is not optimal. I found this out by comparing the hypervolume of the Pareto front generated by GPI-LS with the one included in …
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Internally, we've run into a case where I would like to implement predict_pareto_front for rf.
Looking at how we do that for PLS, it makes use of a BASF-internal helper package that has dependencies…
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I would like to start a discussion around multi-objective pseudo boolean optimization. The result of a pseudo boolean optimization is (a subset of) a pareto front. Due to the nature of PBO this pareto…
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When using
```
rewards R
[] bla : num;
[a] bli : nam;
blo : nom;
endrewards
```
I get strange values (looks like MINFLOAT or MAXFLOAT) in the Pareto fronts. But PRISM delivers correct figures…
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### Motivation
Optuna currently supports only single-objective CMA-ES for sampling, it would be useful to have multi-objective CMA-ES as a lot of tasks need to consider multiple objectives to be op…
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We need a nice function to visualize the Pareto front (and/or the Pareto set).
Use ggplot2 by default for 2D and offer plotly/scatterplot3d for 3D visualization.
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Hi Alan, I'm making a call to `pareto::front.hypervolume()` and found that this call leaks memory. When running through valgrind, this is the error that I'm getting:
```
==77189== Mismatched free…
jkuck updated
2 years ago
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As a user, I want to be able to calculate the hypervolume with a reference point that's less than the anti-ideal point. This is so that I can emphasise certain regions of the Pareto front, or constrai…