Related Issues (20)
- Inconsistent Dynamic Parameter Handling in Optuna Ask-Tell Interface with Conditional Trials
- Suggesting same parameters in several trials with discrete parameter grid HOT 1
- How to optimize the parameters to make the RMSE fitting value close to 0 when predicting multiple output items through multiple input items?
- Custom Executor Support HOT 1
- The study.best_params belong to several functions. Is it possible to group params to indicate which function they belong to? HOT 2
- trial.suggest_float doesn't work properly. HOT 1
- while opptimizing hyperparameter with optuna I get stuck in first trial and the trial 0 is not terminated
- Optuna restrict to only to the first trial and display it as the best one HOT 1
- Cannot build the document on Mac HOT 2
- With very short heartbeat, not only trials may fail but also the whole process crushes
- TypeError if both storage and WilcoxonPruner are given to create_study HOT 4
- Why is optuna stressing my CPU instead of GPU when device is set to "cuda"?
- ModuleNotFoundError: No module named 'MySQLdb'
- Speed up `TPESampler` using approximation in standard normal related computation
- Unable to use Redis: AttributeError: 'JournalRedisStorage' object has no attribute 'create_new_study' HOT 2
- Conda package not updated HOT 3
- Specify the removing version on `convert_positional_args`
- GridSampler: Duplicates HOT 5
- Wrong testing in tests with minimum versions
- Any bugs when using NumPy v2.0.0 HOT 2
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