benchopt.BaseDataset

class benchopt.BaseDataset(**parameters)

Base class to define a dataset in a benchmark.

Datasets that derive from this class should implement one method:

• get_data(): retrieves/simulates the data contained in this data set and returns a dictionary containing the data. This dictionary is passed as arguments of the objective’s method set_data.

abstract get_data()

Return the data to feed to the objective .

Returns:

data: dict

Extra parameters of the objective. The objective will be instanciated by calling Objective.set_data(**data).