Reference

Use these pages for exact public imports, command-line behavior, dependency profiles, and the two supported input contracts: the loose unified table and the stricter experiment-artifact handoff.

• API
  • ComparisonResult
  • DecodeResult
  • DiscreteHMMResult
  • EmbeddingMapResult
  • EmbeddingResult
  • GaussianHMMResult
  • InterraterReliabilityResult
  • MarkovChainResult
  • UnifiedTableConfig
  • UnifiedTableValidationReport
  • attach_provenance()
  • bootstrap_ci()
  • build_condition_metric_table()
  • build_condition_metric_table_from_artifacts()
  • build_embedding_map()
  • build_event_table_from_artifacts()
  • build_run_metric_table_from_artifacts()
  • capture_run_context()
  • cluster_embedding_map()
  • coerce_unified_table()
  • compare_condition_pairs()
  • compare_condition_pairs_from_artifacts()
  • compare_embedding_maps()
  • compare_groups()
  • compare_markov_chains_from_artifacts()
  • compute_design_space_coverage()
  • compute_divergence_convergence()
  • compute_idea_space_trajectory()
  • compute_interrater_reliability()
  • compute_language_convergence()
  • compute_semantic_distance_trajectory()
  • decode_hmm()
  • derive_columns()
  • embed_records()
  • estimate_sample_size()
  • fit_discrete_hmm_from_table()
  • fit_markov_chain_from_table()
  • fit_markov_chains_from_artifacts()
  • fit_mixed_effects()
  • fit_regression()
  • fit_regression_from_artifacts()
  • fit_text_gaussian_hmm_from_table()
  • fit_topic_model()
  • generate_codebook()
  • is_google_colab()
  • is_notebook()
  • load_experiment_artifacts()
  • minimum_detectable_effect()
  • permutation_test()
  • plot_convergence_curve()
  • plot_design_process_timeline()
  • plot_embedding_map()
  • plot_embedding_map_grid()
  • plot_idea_trajectory()
  • plot_state_graph()
  • plot_transition_matrix()
  • power_curve()
  • profile_dataframe()
  • rank_tests_one_stop()
  • score_sentiment()
  • validate_dataframe()
  • validate_experiment_events()
  • validate_unified_table()
  • write_run_manifest()
• CLI Reference
  • Output Envelope
  • Mapper Spec Format
  • Subcommands
• Dependencies and Extras
  • Core Install
  • Extras Matrix
• Unified Table Schema
  • Purpose
  • Column Expectations
  • Loose Schema Strategy
  • Example
• Experiments-To-Analysis Handoff
  • Why This Handoff Exists
  • Artifact Contract Version
  • Canonical Input Files
  • Start With events.csv
  • Validation And Derivation In Python
  • Loose Validation Versus Artifact Joins
  • Event-to-Run Join Precondition
  • Condition Context Columns
  • Artifact-First Workflows
  • Compare Condition Metrics From Exports
  • Compare Markov Chains Across Agent Treatments
  • Fit Regressions Across Sweeps And Factorial Designs
  • Related Docs
• Docs Automation Baseline
  • Shared Module Baseline
  • Workflow Responsibilities
  • Analysis-Specific Notes
  • When To Update This Page