API for bifrost
Branch-Level Inference Framework for Recognizing Optimal Shifts in Traits

Global functions
.bifrost_assert_example_cache_file Source code
.bifrost_assert_example_version Source code
.bifrost_cached_example_artifact_is_valid Source code
.bifrost_check_integer_scalar Source code
.bifrost_check_tree_node Source code
.bifrost_collect_print_data Source code
.bifrost_download_example_file Source code
.bifrost_example_artifact_cache_path Source code
.bifrost_example_cache_dir Source code
.bifrost_example_cache_file_is_symlink Source code
.bifrost_example_entry Source code
.bifrost_example_manifest_cache_path Source code
.bifrost_example_remote_failure Source code
.bifrost_example_sha256 Source code
.bifrost_fmt_int Source code
.bifrost_fmt_lgl Source code
.bifrost_fmt_num Source code
.bifrost_fmt_val Source code
.bifrost_has Source code
.bifrost_installed_version Source code
.bifrost_is_package_version Source code
.bifrost_is_safe_repository_path Source code
.bifrost_is_scalar_string Source code
.bifrost_kv Source code
.bifrost_manifest_error Source code
.bifrost_mvgls Source code
.bifrost_mvgls_rate_historical Source code
.bifrost_mvgls_regime_starts_historical Source code
.bifrost_mvgls_start_backend Source code
.bifrost_mvgls_start_grid_historical Source code
.bifrost_mvgls_start_historical Source code
.bifrost_pack_line Source code
.bifrost_pick_tree Source code
.bifrost_prepare_example_cache Source code
.bifrost_print_header Source code
.bifrost_print_history_plot Source code
.bifrost_print_ic_block Source code
.bifrost_print_mvgls_block Source code
.bifrost_print_search_block Source code
.bifrost_print_shift_nodes Source code
.bifrost_print_warnings Source code
.bifrost_print_weights Source code
.bifrost_prune_example_cache Source code
.bifrost_read_cached_example_manifests Source code
.bifrost_read_example_manifest Source code
.bifrost_resolve_cached_example Source code
.bifrost_resolve_local_example Source code
.bifrost_resolve_remote_example Source code
.bifrost_run_future_lapply_safe Source code
.bifrost_safe_regime_count Source code
.bifrost_safe_tip_count Source code
.bifrost_safe_trait_count Source code
.bifrost_search_await_futures Source code
.bifrost_search_await_work Source code
.bifrost_search_calculate_ic_weights Source code
.bifrost_search_cli_renderer Source code
.bifrost_search_empty_ic_weights_df Source code
.bifrost_search_fit_ic Source code
.bifrost_search_fit_proposal Source code
.bifrost_search_forward Source code
.bifrost_search_future_lapply Source code
.bifrost_search_heartbeat Source code
.bifrost_search_history_dir Source code
.bifrost_search_ic_value Source code
.bifrost_search_ic_weights_row Source code
.bifrost_search_initialize_tree Source code
.bifrost_search_lapply Source code
.bifrost_search_limit_worker_threads Source code
.bifrost_search_load_history Source code
.bifrost_search_model_fun Source code
.bifrost_search_no_uncertainty_components Source code
.bifrost_search_progress_session Source code
.bifrost_search_report_skipped_stage Source code
.bifrost_search_restore_rng Source code
.bifrost_search_rng_seeds Source code
.bifrost_search_rng_state Source code
.bifrost_search_run_stage Source code
.bifrost_search_save_history Source code
.bifrost_search_score_candidates Source code
.bifrost_search_validate_ic Source code
.bifrost_search_warn_permissive_settings Source code
.bifrost_search_with_future_plan Source code
.bifrost_search_with_rng_seed Source code
.bifrost_ui Source code
.bifrost_validate_example_manifest Source code
.bifrost_verify_example_file Source code
.bifrost_wrap_nodes Source code
.collapse_regime_phylogeny Source code
.distribution_bootstrap_compute_kl Source code
.distribution_bootstrap_density Source code
.distribution_bootstrap_result Source code
.distribution_check_count Source code
.distribution_check_seed Source code
.distribution_check_univariateML Source code
.distribution_check_unused_dots Source code
.distribution_empty_failures Source code
.distribution_empty_parameters Source code
.distribution_fit_models Source code
.distribution_fit_parameter_estimates Source code
.distribution_fit_parameter_rows Source code
.distribution_fit_table Source code
.distribution_goodness_table Source code
.distribution_gumbel_kl Source code
.distribution_gumbel_kl_value Source code
.distribution_normalize_models Source code
.distribution_parameter_table Source code
.distribution_plot_check_rate_fit Source code
.distribution_plot_xlab Source code
.distribution_rate_fit_model Source code
.distribution_round_numeric Source code
.icTrajectory_apply_text_sizes Source code
.icTrajectory_axis_limits Source code
.icTrajectory_check_dots_empty Source code
.icTrajectory_delta_limits Source code
.icTrajectory_entry_accepted Source code
.icTrajectory_entry_candidate_node Source code
.icTrajectory_entry_delta Source code
.icTrajectory_entry_error Source code
.icTrajectory_entry_ic Source code
.icTrajectory_entry_regime_id Source code
.icTrajectory_entry_status Source code
.icTrajectory_entry_step Source code
.icTrajectory_fillable_pch Source code
.icTrajectory_from_entries Source code
.icTrajectory_from_search_like Source code
.icTrajectory_group_numeric Source code
.icTrajectory_history_matrix Source code
.icTrajectory_legend_bty Source code
.icTrajectory_legend_group Source code
.icTrajectory_legend_inset Source code
.icTrajectory_legend_label_vector Source code
.icTrajectory_legend_labels Source code
.icTrajectory_legend_labels_arg Source code
.icTrajectory_legend_position Source code
.icTrajectory_logical_scalar Source code
.icTrajectory_logical_vector Source code
.icTrajectory_matrix_entries Source code
.icTrajectory_matrix_entry Source code
.icTrajectory_named_group Source code
.icTrajectory_nonnegative_scalar Source code
.icTrajectory_numeric_vector Source code
.icTrajectory_plot_delta_overlay Source code
.icTrajectory_plot_delta_panel Source code
.icTrajectory_plot_main_panel Source code
.icTrajectory_plot_style Source code
.icTrajectory_scalar_numeric Source code
.icTrajectory_scalar_pch Source code
.icTrajectory_show_delta_mode Source code
.icTrajectory_status_cols Source code
.icTrajectory_y_label Source code
.lineage_rates_as_character Source code
.lineage_rates_check_bmm Source code
.lineage_rates_check_packages Source code
.lineage_rates_generic_inputs Source code
.lineage_rates_match_age_ref Source code
.lineage_rates_metric_table Source code
.lineage_rates_model_family Source code
.lineage_rates_named_numeric Source code
.lineage_rates_resolve_inputs Source code
.lineage_rates_tip_lapply Source code
.lineage_rates_validate_cores Source code
.lineage_rates_validate_root_numbering Source code
.plot_rate_map Source code
.rateMap_add_category_legend Source code
.rateMap_add_category_summaries Source code
.rateMap_add_derived_uncertainty Source code
.rateMap_build_color_map Source code
.rateMap_build_result Source code
.rateMap_category_labels Source code
.rateMap_category_legend_breaks Source code
.rateMap_category_legend_label_index Source code
.rateMap_category_legend_x Source code
.rateMap_category_lims Source code
.rateMap_category_marker_values Source code
.rateMap_category_sd Source code
.rateMap_colors Source code
.rateMap_compute_edge Source code
.rateMap_compute_edges Source code
.rateMap_compute_rate_flags Source code
.rateMap_default_control_values Source code
.rateMap_default_legend_length Source code
.rateMap_disabled_rate_flags Source code
.rateMap_edge_clade_keys Source code
.rateMap_extract_ic Source code
.rateMap_extract_param Source code
.rateMap_extract_tree Source code
.rateMap_fold_range Source code
.rateMap_format_rate Source code
.rateMap_has_special_categories Source code
.rateMap_highest_density_interval Source code
.rateMap_is_bifrost_search Source code
.rateMap_is_single_fit Source code
.rateMap_legend_digits Source code
.rateMap_make_mapped_edge Source code
.rateMap_map_value Source code
.rateMap_mapped_states Source code
.rateMap_match_edges Source code
.rateMap_mcc_index Source code
.rateMap_normalize_check Source code
.rateMap_normalize_color_options Source code
.rateMap_normalize_compute_options Source code
.rateMap_normalize_control Source code
.rateMap_normalize_grouped_options Source code
.rateMap_normalize_options Source code
.rateMap_normalize_rate_flags Source code
.rateMap_normalize_summary_options Source code
.rateMap_normalize_target_options Source code
.rateMap_normalize_uncertainty_options Source code
.rateMap_normalize_weights Source code
.rateMap_order_state_names Source code
.rateMap_prepare_inputs Source code
.rateMap_quantile_names Source code
.rateMap_rate_marker_to_value Source code
.rateMap_recolor Source code
.rateMap_require_packages Source code
.rateMap_resolve_categories Source code
.rateMap_resolve_weights Source code
.rateMap_row_means Source code
.rateMap_show_legend Source code
.rateMap_stored_ncolors Source code
.rateMap_subset_user_weights Source code
.rateMap_summarize_category_values Source code
.rateMap_summarize_run_values Source code
.rateMap_tail_cluster_flags Source code
.rateMap_target_tree Source code
.rateMap_validate_dots Source code
.rateMap_validate_fit Source code
.rateMap_validate_n_categories Source code
.rateMap_validate_ncolors Source code
.rateMap_weighted_mean Source code
.rateMap_weighted_quantile Source code
.rateMap_weighted_sd Source code
.rate_distribution_data Source code
.rate_distribution_default_models Source code
.rate_distribution_from_data_frame Source code
.regime_align_matrix_traits Source code
.regime_append_optional_summary_columns Source code
.regime_bind_summary_runs Source code
.regime_bootstrap_curve Source code
.regime_check_unused_dots Source code
.regime_complete_correlation Source code
.regime_covariance_list_is_scalar_proportional Source code
.regime_default_module_comparisons Source code
.regime_extract_covariance Source code
.regime_extract_covariance_list Source code
.regime_extract_rates Source code
.regime_filter_summary_min_tips Source code
.regime_fisher_z Source code
.regime_formula_with_data Source code
.regime_heatmap_body_size Source code
.regime_heatmap_orders Source code
.regime_integration_model_summary Source code
.regime_integration_plot_main Source code
.regime_integration_plot_panel Source code
.regime_match_optional Source code
.regime_match_rates Source code
.regime_match_run_argument Source code
.regime_module_comparison_score Source code
.regime_normalize_run_names Source code
.regime_pca_component_indices Source code
.regime_pca_loading_matrix Source code
.regime_pca_loading_palette Source code
.regime_pca_plot_loading_matrix Source code
.regime_pca_plot_loadings_complex_heatmap Source code
.regime_pretty_module_name Source code
.regime_recycle_label Source code
.regime_recycle_plot_selection Source code
.regime_resolve_trait_labels Source code
.regime_resolve_tree Source code
.regime_should_use_complex_heatmap Source code
.regime_standardize_summary_data Source code
.regime_subtree_age Source code
.regime_tip_states Source code
.regime_tree_stats Source code
.regime_upper_pair_names Source code
.regime_validate_collapsed_tip_labels Source code
.regime_validate_cores Source code
.regime_validate_corr_threshold Source code
.regime_validate_covariance_matrix Source code
.regime_validate_identifiers Source code
.regime_validate_logical Source code
.regime_validate_min_tips Source code
.regime_validate_module_comparisons Source code
.regime_validate_module_plot_bootstrap Source code
.regime_validate_module_plot_ci_level Source code
.regime_validate_module_plot_seed Source code
.regime_validate_modules Source code
.regime_validate_relationship_values Source code
.regime_validate_resid_sd_threshold Source code
.regime_validate_run_list Source code
.regime_validate_square_matrix Source code
.regime_validate_trait_data Source code
.regime_vector_to_symmetric_matrix Source code
.regime_warn_if_search_vcvs Source code
.shift_acceleration_waiting_times Source code
.shift_check_logical Source code
.shift_density_mode Source code
.shift_empty_acceleration_pairs Source code
.shift_empty_global_waiting Source code
.shift_empty_lineage_waiting Source code
.shift_empty_transitions Source code
.shift_gap_summary Source code
.shift_global_waiting_times Source code
.shift_is_bifrost_output Source code
.shift_lineage_waiting_times Source code
.shift_magnitude_bind_transition_list Source code
.shift_magnitude_bootstrap_p_values Source code
.shift_magnitude_comparison_setting_mismatches Source code
.shift_magnitude_count_rows Source code
.shift_magnitude_distribution_draw Source code
.shift_magnitude_distribution_prepare Source code
.shift_magnitude_group_inputs Source code
.shift_magnitude_is_group_container Source code
.shift_magnitude_is_input_list Source code
.shift_magnitude_modal Source code
.shift_magnitude_normalize_tests Source code
.shift_magnitude_plot_check_alpha Source code
.shift_magnitude_plot_check_density_args Source code
.shift_magnitude_plot_colors Source code
.shift_magnitude_plot_count_annotation Source code
.shift_magnitude_plot_count_row Source code
.shift_magnitude_plot_count_row_from_comparison Source code
.shift_magnitude_plot_count_row_from_counts Source code
.shift_magnitude_plot_count_tests Source code
.shift_magnitude_plot_count_values Source code
.shift_magnitude_plot_count_ylim Source code
.shift_magnitude_plot_density Source code
.shift_magnitude_plot_density_annotation Source code
.shift_magnitude_plot_density_label Source code
.shift_magnitude_plot_density_legend Source code
.shift_magnitude_plot_density_pair Source code
.shift_magnitude_plot_density_xlim Source code
.shift_magnitude_plot_density_ylim Source code
.shift_magnitude_plot_draw_density Source code
.shift_magnitude_plot_mode_lines Source code
.shift_magnitude_plot_offsets Source code
.shift_magnitude_plot_p_value Source code
.shift_magnitude_plot_single_title Source code
.shift_magnitude_plot_statistic Source code
.shift_magnitude_plot_xlab Source code
.shift_magnitude_resolve_rep_alias Source code
.shift_magnitude_resolve_transitions Source code
.shift_magnitude_run_test Source code
.shift_magnitude_summary Source code
.shift_magnitude_test_row Source code
.shift_magnitude_tests Source code
.shift_magnitude_validate_bootstrap Source code
.shift_magnitude_validate_ks Source code
.shift_magnitude_values Source code
.shift_node_heights Source code
.shift_node_marks_as_prepared Source code
.shift_node_marks_check_number Source code
.shift_node_marks_draw Source code
.shift_node_marks_is_prepared Source code
.shift_node_marks_letter_rows Source code
.shift_node_marks_letters Source code
.shift_node_marks_merge_weights Source code
.shift_node_marks_prepare Source code
.shift_node_marks_resolve Source code
.shift_node_marks_transition_table Source code
.shift_rate_change Source code
.shift_resolve_inputs Source code
.shift_root_node Source code
.shift_state_at_node Source code
.shift_validate_node_painted_tree Source code
.shift_waiting_category Source code
.shift_waiting_resolve_transitions Source code
.shift_waiting_summary Source code
.simulation_check_generator Source code
.simulation_check_integer_scalar Source code
.simulation_check_integer_vector Source code
.simulation_check_unused_dots Source code
.simulation_covariance_diagnostics Source code
.simulation_draw_covariance Source code
.simulation_generator_from_options Source code
.simulation_replicate_seeds Source code
.simulation_restore_seed Source code
.simulation_seed_runner Source code
.simulation_set_seed Source code
.simulation_study_compact_call Source code
.simulation_study_search Source code
.simulation_study_simulate_null Source code
.simulation_study_simulate_shifted Source code
.simulation_template_fit_settings Source code
.simulation_transform_integration Source code
.simulation_tuning_study_seeds Source code
.simulation_validate_covariance Source code
.waiting_time_data Source code
.waiting_time_drop_root_wait Source code
.waiting_time_exp_lambda Source code
.waiting_time_fit_by_lineage Source code
.waiting_time_hdi Source code
.waiting_time_lambda_summary Source code
.waiting_time_lineage_column Source code
.waiting_time_lineage_parameters Source code
.waiting_time_validate_values Source code
.waiting_time_value_column Source code
addShiftToModel Source code
as.data.frame.bifrost_search_tuning_grid Man page Source code
as.data.frame.bifrost_search_tuning_selection Man page Source code
as.data.frame.bifrost_shift_recovery_evaluation Man page Source code
as.data.frame.bifrost_simulation_study Man page Source code
as.data.frame.rate_distribution_fit Man page Source code
as.data.frame.regime_correlation_pca Man page Source code
as.data.frame.regime_integration_relationships Man page Source code
as.data.frame.regime_module_diagnostics Man page Source code
as.data.frame.shift_magnitude_comparison Man page Source code
as.data.frame.shift_magnitude_comparison_set Man page Source code
as.data.frame.shift_magnitude_count_set Man page Source code
as.data.frame.shift_magnitude_counts Man page Source code
as.data.frame.shift_node_marks Man page Source code
as.data.frame.waiting_time_distribution_fit Man page Source code
bifrost_example_file Man page Source code
bootstrap_rate_distribution Man page Source code
collectLegacyTraitDataColumns Source code
compare_shift_magnitudes Man page Source code
containsSimulationDot Source code
createSimulationTemplate Man page Source code
distribution-fit-data-frames Man page
evaluateShiftRecovery Man page Source code
extractNamedResponseNames Source code
extractRegimeVCVs Source code
fisher_z_transform Man page Source code
fitMvglsAndExtractBIC Source code
fitMvglsAndExtractBIC.formula Source code
fitMvglsAndExtractGIC Source code
fitMvglsAndExtractGIC.formula Source code
fit_rate_distribution Man page Source code
fit_regime_covariance_runs Man page Source code
fit_regime_covariances Man page Source code
fit_waiting_time_distribution Man page Source code
generatePaintedTrees Source code
generateViridisColorScale Man page Source code
getDescendants Source code
icTrajectory Man page Source code
icTrajectory.bifrost_search Source code
icTrajectory.default Source code
icTrajectory.list Source code
isLegacyTraitDataReference Source code
isLegacyTraitDataSubset Source code
isSimulationInterceptOnly Source code
isSupportedNamedResponse Source code
lineage_rates Man page Source code
normalizeMvglsFormulaCall Source code
normalizeSimulationFormulaSpec Source code
paintSubTree_mod Source code
paintSubTree_removeShift Source code
plot.icTrajectory Man page Source code
plot.rateMap Man page Source code
plot.rate_distribution_fit Man page Source code
plot.regime_correlation_pca Man page Source code
plot.regime_integration_relationships Man page Source code
plot.regime_module_diagnostics Man page Source code
plot.shift_magnitude_comparison Man page Source code
plot.shift_magnitude_comparison_set Man page Source code
plot.shift_magnitude_count_set Man page Source code
plot.shift_magnitude_counts Man page Source code
plot.shift_node_marks Man page Source code
predictorSchemaForData Source code
print.bifrost_search Man page Source code
print.bifrost_search_tuning_grid Man page Source code
print.bifrost_search_tuning_selection Man page Source code
print.bifrost_shift_recovery_evaluation Man page Source code
print.bifrost_simulation_study Man page Source code
print.bifrost_simulation_template Man page Source code
print.rateMap Man page Source code
rateMap Man page Source code
rateMapControl Man page Source code
rateMapRateFlags Man page Source code
rateMapView Man page Source code
regime_correlation_pca Man page Source code
regime_integration_pgls Man page Source code
regime_integration_relationships Man page Source code
regime_module_diagnostics Man page Source code
removeShiftFromTree Source code
resolveLegacyTraitDataColumns Source code
resolveSimulationColumns Source code
rewriteLegacyTraitDataExpr Source code
runFalsePositiveSimulationStudy Man page Source code
runSearchTuningGrid Man page Source code
runShiftRecoverySimulationStudy Man page Source code
searchOptimalConfiguration Man page Source code
selectTunedSearchParameters Man page Source code
shift_magnitude_counts Man page Source code
shift_magnitude_groups Man page Source code
shift_node_marks Man page Source code
shift_transitions Man page Source code
shift_waiting_times Man page Source code
simulateNullDataset Man page Source code
simulateShiftedDataset Man page Source code
simulationFormulaToObject Source code
simulationFormulaToString Source code
summarize_regime_covariance_runs Man page Source code
summarize_regime_covariances Man page Source code
validateSimulationIdentifiers Source code
validateSimulationStudyFormula Source code
whichShifts Source code
bifrost documentation built on Nov. 5, 2026, 9:07 a.m.