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### Expected behavior
Calling OptunaSearchCV with argument `verbose=0` should not produce any verbose output to stdout, but it still prints a warning, a study creation message, and one line for eve…
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### Expected behavior
The all CIs should be passed but `test_pop_waiting_trial_multiprocess_safe` in `tests/storages_tests/test_journal.py` sometimes fails. https://github.com/optuna/optuna/actions…
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Hello Bayesian Wizards,
I recently worked on something for which the client was not sure about the adstock decay rates.
They said it should be somewhere between 30 to 50% for each of the 5 channels.…
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### Description
Most (if not all) non-auto models contain `random_seed`, but this option seems missing for `Auto*` models. It will be very useful to have an option exposed so that we can ensure every…
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In `kurobako/solver/optuna.py`, `_optuna_logger` is used for outputting optimization progress. However, although `_optuna_logger` is created with `optuna.logging.getLogger(__name__)`, the `__name__` d…
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**Describe the bug**
When using Darts with Optuna 3.5, there are errors due to the fact that Optuna switched to `pip lightning` and `import lightning.pytorch` while darts still uses `pip pytorch-ligh…
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We are currently planning a maintenance handover of `pytorch-forecasting` to `sktime`. Both packages will remain separate, with `pytorch-forecasting` on the "models" level, and `sktime` providing fram…
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In train_prior.py file, it imported a non-public package named MTGCNv3. Could author provide the MTGCNv3 package?
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1. [First solution](https://www.kaggle.com/competitions/playground-series-s4e10/discussion/543725)
2. [Second solution](https://www.kaggle.com/competitions/playground-series-s4e10/discussion/543766)
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I installed `pip install mljar-supervised` and manually fixed a dependency conflict with numba and the numpy version, but when I try `from supervised.automl import AutoML`, it does not work due to an …