Scripts

Bundled resources for hyperparameter-tuner skill

grid_search.py: Implements grid search algorithm for hyperparameter tuning.
random_search.py: Implements random search algorithm for hyperparameter tuning.
bayesian_optimization.py: Implements Bayesian optimization algorithm for hyperparameter tuning.
hyperparameter_space.py: Defines the search space for hyperparameters.
model_trainer.py: Trains the machine learning model with given hyperparameters.
evaluation_metrics.py: Calculates performance metrics for the trained model.
data_validation.py: Validates the input data for the model.
error_handling.py: Handles potential errors during hyperparameter tuning.