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tfdf.tuner.SearchSpace

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Set of hyperparameter and their respective possible values.

The user is not expected to create a "SearchSpace" object directly. Instead, SearchSpace object are instantiated by tuners.

Methods

choice

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Adds a hyperparameter with a list of possible values.

Args
key Name of the hyper-parameter.
values List of possible value for the hyperparameter.
merge If false (default), raises an error if the hyper-parameter already exist. If true, adds values to the parameter if it already exist.

Returns
The conditional SearchSpace corresponding to the values in "values".