plot_design_histograms

obsidian.experiment.advanced_design.plot_design_histograms(design, continuous_keys, categorical_keys, subparam_mapping=None, bins=50, figsize=(18, 10))

Plot histograms for continuous parameters and bar charts for categorical variables, with stacked histograms for subparameters colored by parent category.

Parameters:

• design – Design DataFrame.

• continuous_keys – List of continuous parameter column names.

• categorical_keys – List of categorical column names.

• subparam_mapping – Dict mapping categorical variables to their subparameters. Defaults to None.

• bins – Number of bins for histograms. Defaults to 50.

• figsize – Figure size tuple. Defaults to (18, 10).