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Distributed hyperparameter tuning: CrossValidator, ParamGridBuilder, and TrainValidationSplit
Hyperparameter tuning is often introduced as a modeling task: try different settings, compare metrics, and select the winner. At scale, it becomes a distributed systems problem.