baybe.utils.dataframe.create_fake_input

baybe.utils.dataframe.create_fake_input(parameters: Iterable[Parameter], targets: Iterable[Target], n_rows: int = 1, **kwargs: Any)

Create fake valid input for baybe.campaign.Campaign.add_measurements().

If noisy parameter values are desired, it is recommended to apply baybe.utils.dataframe.add_parameter_noise() to the output of this function.

Parameters:

• parameters (Iterable[Parameter]) – The parameters.

• targets (Iterable[Target]) – The targets.

• n_rows (int) – Number of desired rows.

• **kwargs (Any) – Additional arguments to be passed to baybe.utils.dataframe.add_fake_measurements().

Return type:

DataFrame

Returns:

Dataframe corresponding to fake measurement input.

Raises:

ValueError – If less than one row was requested.