plot_pca

obsidian.experiment.advanced_design.plot_pca(design, continuous_params_keys, subparam_mapping, hue=None)

Plot a PCA projection of the continuous and subparameter columns.

Parameters:

• design – Design DataFrame.

• continuous_params_keys – List of continuous parameter column names.

• subparam_mapping – Dict mapping categorical variables to their subparameters.

• hue – Column name to use for color-coding. Defaults to None.