13 lines
723 B
Markdown
13 lines
723 B
Markdown
# Scripts
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Bundled resources for hyperparameter-tuner skill
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- [ ] grid_search.py: Implements grid search algorithm for hyperparameter tuning.
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- [ ] random_search.py: Implements random search algorithm for hyperparameter tuning.
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- [ ] bayesian_optimization.py: Implements Bayesian optimization algorithm for hyperparameter tuning.
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- [ ] hyperparameter_space.py: Defines the search space for hyperparameters.
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- [ ] model_trainer.py: Trains the machine learning model with given hyperparameters.
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- [ ] evaluation_metrics.py: Calculates performance metrics for the trained model.
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- [ ] data_validation.py: Validates the input data for the model.
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- [ ] error_handling.py: Handles potential errors during hyperparameter tuning.
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