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References

Bundled resources for hyperparameter-tuner skill

  • grid_search_guide.md: Detailed explanation of grid search algorithm.
  • random_search_guide.md: Detailed explanation of random search algorithm.
  • bayesian_optimization_guide.md: Detailed explanation of Bayesian optimization algorithm.
  • hyperparameter_tuning_best_practices.md: Best practices for hyperparameter tuning.
  • supported_models.md: List of supported machine learning models.
  • evaluation_metrics_explained.md: Explanation of different evaluation metrics.
  • error_codes.md: List of error codes and their meanings.