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### Oracle-ads version used
- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://https://github.com/oracle/accel…
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### Expected behavior
I'm trying out the GPSampler to hyperopt my ML pipeline, which is basically a non-deterministic, multivariate objective with real, integer and categorical parameters, and a co…
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### Motivation
Although it is possible to record multiple metric in the original `LightGBM` (see [the official docs](https://lightgbm.readthedocs.io/en/latest/Parameters.html#metric-parameters)), `Li…
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https://www.pytorchlightning.ai/blog/using-optuna-to-optimize-pytorch-lightning-hyperparameters
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Hello!
I am currently using Prophet for a forecasting prototype, and I've done the search for the hyperparameters using optuna TPESampler. I have around 300 dataframes on which I have to compute t…
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@EEG-PK/model
Dobór hiper-parametrów, optymalizacja ogólna. (Optuna?)
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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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**Describe the bug**
I am learning darts and optuna hyperparameter optimization from the guide: https://unit8co.github.io/darts/userguide/hyperparameter_optimization.html#hyperparameter-optimizatio…
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### Motivation
Requested by https://github.com/optuna/optuna/issues/2792
With this change, users will be able to implement multi-objective pruning algorithms easily. In addition, storing interme…