nnourr/AutoOptuna
A GitHub Action to perform hyperparameter optimization on a Python model using Optuna.
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Inputs
| name | description | required | default |
|---|---|---|---|
| script_path | Path to the script with get_data and get_model methods | yes | — |
| get_data_method | Name of the method to fetch the dataset | no | get_data |
| get_model_method | Name of the method to fetch the model | no | get_model |
| n_trials | Number of trials for hyperparameter optimization | no | 50 |
| artifact_name | Name of the artifact output for the optimized model. | no | optimized_model.pkl |
Outputs
| name | description |
|---|---|
| best_params | Best hyperparameters found during optimization. |
| best_accuracy | Best accuracy achieved during optimization. |