evalml.tuners.SKOptTuner

Inheritance diagram of SKOptTuner
class evalml.tuners.SKOptTuner(pipeline_hyperparameter_ranges, random_state=0)[source]

Bayesian Optimizer.

Methods

__init__

Init SkOptTuner

add

Add score to sample

is_search_space_exhausted

Optional.

propose

Returns a suggested set of parameters to train and score a pipeline with, based off the search space dimensions and prior samples.