Function reference

Desirability Classes

utils	Utils module for spotdesirability.
utils.desirability
utils.desirability.DesirabilityBase	Base class for all desirability functions.
utils.desirability.DMax	Implements a desirability function for maximization.
utils.desirability.DMin	Implements a desirability function for minimization.
utils.desirability.DTarget	Implements a desirability function for target optimization.
utils.desirability.DArb	Implements an arbitrary desirability function.
utils.desirability.DBox	Implements a box-like desirability function.
utils.desirability.DCategorical	Implements a desirability function for categorical inputs.
utils.desirability.DOverall	Combines multiple desirability objects into an overall desirability function.

RSM Functions

functions	Functions module for spotdesirability.
functions.rsm
functions.rsm.conversion_pred	Predicts the percent conversion based on the input vector x.
functions.rsm.activity_pred	Predicts the thermal activity based on the input vector x.
functions.rsm.rsm_opt	Optimization function to calculate desirability.

Plotting

plot	Plot module for spotdesirability.
plot.ccd
plot.ccd.plotCCD	Plots a Central Composite Design (CCD) for k=3 with customizable viewpoint.

Data Utilities

data_utils
data_utils.get_data_folder_path	Returns the absolute path to the data folder located in the package.
data_utils.load_compressor_data	Loads the normalized compressor datasets X and Z.