haam

• haam package
  • Submodules
    • haam.haam_bws module
      • HAAM with BWS (Best-Worst Scaling) Support
      • HAAMwithBWS
    • haam.haam_init module
      • HAAM Package - Simplified API
      • HAAM
      • example_usage()
    • haam.haam_package module
      • Core Analysis Module
    • haam.haam_topics module
      • HAAM Topic Analysis Module
      • TopicAnalyzer
    • haam.haam_visualizations module
      • Visualization Module
    • haam.haam_wordcloud module
      • HAAM Word Cloud Module
      • PCWordCloudGenerator
  • Module contents
    • HAAM
      • HAAM.__init__()
      • HAAM.run_full_analysis()
      • HAAM.create_main_visualization()
      • HAAM.create_mini_grid()
      • HAAM.create_pc_effects_visualization()
      • HAAM.create_metrics_summary()
      • HAAM.explore_pc_topics()
      • HAAM.plot_pc_effects()
      • HAAM.create_umap_visualization()
      • HAAM.visualize_pc_umap_with_topics()
      • HAAM.create_all_pc_umap_visualizations()
      • HAAM.create_3d_umap_with_pc_arrows()
      • HAAM.create_pc_wordclouds()
      • HAAM.create_all_pc_wordclouds()
      • HAAM.create_top_pcs_wordcloud_grid()
      • HAAM.create_comprehensive_pc_analysis()
      • HAAM.export_all_results()
    • HAAMwithBWS
      • HAAMwithBWS.__init__()
      • HAAMwithBWS.run_analysis()
      • HAAMwithBWS.export_results()
    • HAAMAnalysis
      • HAAMAnalysis.__init__()
      • HAAMAnalysis.generate_embeddings()
      • HAAMAnalysis.fit_debiased_lasso()
      • HAAMAnalysis.get_top_pcs()
      • HAAMAnalysis.export_results()
      • HAAMAnalysis.display_mediation_results()
      • HAAMAnalysis.display_global_statistics()
      • HAAMAnalysis.display_coefficient_tables()
      • HAAMAnalysis.export_global_statistics()
      • HAAMAnalysis.export_coefficients_with_inference()
      • HAAMAnalysis.display_all_results()
    • TopicAnalyzer
      • TopicAnalyzer.__init__()
      • TopicAnalyzer.get_pc_topic_associations()
      • TopicAnalyzer.get_pc_high_low_topics()
      • TopicAnalyzer.create_topic_summary_for_pcs()
    • HAAMVisualizer
      • HAAMVisualizer.__init__()
      • HAAMVisualizer.create_main_visualization()
      • HAAMVisualizer.create_mini_visualization()
      • HAAMVisualizer.plot_pc_effects()
      • HAAMVisualizer.create_umap_visualization()
      • HAAMVisualizer.create_pc_umap_with_topics()
      • HAAMVisualizer.create_all_pc_umap_visualizations()
      • HAAMVisualizer.create_pc_effects_plot()
      • HAAMVisualizer.create_metrics_summary()
      • HAAMVisualizer.create_3d_umap_with_pc_arrows()
      • HAAMVisualizer.create_3d_pca_with_arrows()
    • PCWordCloudGenerator
      • PCWordCloudGenerator.__init__()
      • PCWordCloudGenerator.create_pc_wordclouds()
      • PCWordCloudGenerator.create_all_pc_wordclouds()
      • PCWordCloudGenerator.create_top_pcs_wordcloud_grid()