evalml.tuners.GridSearchTuner.init¶

GridSearchTuner.__init__(pipeline_hyperparameter_ranges, n_points=10, random_state=0)[source]¶

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 (int) – The number of points to sample from along each dimension defined in the space argument
random_state (int) – Seed for random number generator. Unused in this class, defaults to 0.

evalml.tuners.GridSearchTuner.__init__¶