create_parameters

pyoptex.doe.fixed_structure.splitk_plot.wrapper.create_parameters(factors, fn, prior=None, grps=None, use_formulas=True)[source]

Creates the parameters object by preprocessing the inputs. This is a utility function to transform each variable to its correct representation.

Parameters

factorslist(Factor): The list of factors.
fnFunctionSet: A set of operators for the algorithm.
priorNone or (pd.DataFrame, list(Plot): A possible prior design to use for augmentation. Must be denormalized and decoded. The list of plots represents the configuration of the prior.
grpslist(np.array(1d) or None): A list of groups to optimize for each factor. If None, all groups are optimized for that factor.
use_formulasbool: Whether to use the internal update formulas or not.