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Real-time Web Dashboard for Optuna.
https://optuna-dashboard.readthedocs.io/en/latest/
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Visualize the parameter distributions of the top X% trials with density estimators #736

Open nabenabe0928 opened 7 months ago

nabenabe0928 commented 7 months ago

Feature Request

Please write your suggestion here.

The concept by itself is the following:

image

I would like to have density estimators of each parameter with a slider so that I can see the distributions of each parameter in top X% or lower than a threshold.

If we talk about density estimators, we can also visualize the specific solutions in the Pareto front plot and I think it is very helpful because we cannot imagine where we have good parameters for Pareto solutions.

github-actions[bot] commented 5 months ago

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