advanced\_design
================

.. automodule:: obsidian.experiment.advanced_design

   
   .. rubric:: Functions

   .. autosummary::
      :template: base.rst
      :toctree:
   
      ~assign_conditional_subparameter
      ~calculate_a_optimality
      ~calculate_condition_number
      ~calculate_d_optimality
      ~calculate_max_categorical_correlation
      ~calculate_max_continuous_correlation
      ~calculate_max_mixed_correlation
      ~calculate_mixed_correlation_matrix
      ~calculate_pairwise_distance_uniformity
      ~cramers_v_np
      ~eta_squared_np
      ~evaluate_candidate
      ~evaluate_design
      ~extend_design
      ~find_best_design_parallel
      ~generate_and_evaluate
      ~infer_column_types
      ~infer_subparam_mapping
      ~non_uniform_lhs_categorical
      ~optimize_category_assignment_parallel
      ~plot_correlation_matrix
      ~plot_design_histograms
      ~plot_design_quality_evolution
      ~plot_mds
      ~plot_pca
      ~plot_umap
      ~sample_continuous_lhs
      ~sample_design
   
   .. rubric:: Classes

   .. autosummary::
      :template: class.rst
      :toctree:
   
      ~AdvExpDesigner