Dataset.data_mat_with_dobjs

Dataset.data_mat_with_dobjs(blocks: List[str] | None = None, dobj_names: List[str] | None = None, flag_transf=True) → Tuple[array, List[DataObject]][source]

Picking the objects from the design parameters, performance_attributes and design representation according to list of names. Returns a new dobj_list with a corresponding data matrix. If blocks is None all blocks are considered. If dobj_names is None all DataObjects of specified blocks are returned.

Parameters:

  • blocks (List[str], optional) – Specifies which type of data blocks to include, possible strings are [“design_parameters”, “performance_attributes”, “design_representation”].

  • dobj_names (List[str], optional) – Names of the requested data objects.

  • flag_transf (bool, optional) – Flag to enable transformation of the data.

Returns:

Tuple[np.array, List[DataObject]] – The data matrix with a corresponding list of data objects.