evalml.tuners.GridSearchTuner.is_search_space_exhausted¶

GridSearchTuner.is_search_space_exhausted()[source]¶

Checks if it is possible to generate a set of valid parameters. Stores generated parameters in self.curr_params to be returned by propose().

Raises: NoParamsException – If a search space is exhausted, then this exception is thrown.
Returns: If no more valid parameters exists in the search space, return false.
Return type: bool

evalml.tuners.GridSearchTuner.add evalml.tuners.GridSearchTuner.propose