evalml.tuners.GridSearchTuner.__init__

GridSearchTuner.__init__(pipeline_hyperparameter_ranges, n_points=10, random_state=0)

Generate all of the possible points to search for in the grid

Parameters

• pipeline_hyperparameter_ranges (dict) – a set of hyperparameter ranges corresponding to a pipeline’s parameters

• n_points – The number of points to sample from along each dimension defined in the space argument

• random_state – Unused in this class