Defines API for Tuners.
Tuners implement different strategies for sampling from a search space. They’re used in EvalML to search the space of pipeline hyperparameters.
Base Tuner class
Register a set of hyperparameters with the score obtained from training a pipeline with those hyperparameters.
Returns a suggested set of parameters to train and score a pipeline with, based off the search space dimensions and prior samples.