API for gp3ml
Governance-First Predictive Modelling for 'Gazepoint' Research

Global functions
.gp3ml_artifact_schema Source code
.gp3ml_as_feature_manifest Source code
.gp3ml_assert_columns Source code
.gp3ml_assert_data Source code
.gp3ml_auc Source code
.gp3ml_binary_values Source code
.gp3ml_bind_rows Source code
.gp3ml_calibration_core Source code
.gp3ml_candidate_label Source code
.gp3ml_canonical_data Source code
.gp3ml_capture_conditions Source code
.gp3ml_categorical_shift_row Source code
.gp3ml_clip_probability Source code
.gp3ml_cluster_bootstrap_indices Source code
.gp3ml_collect_numeric_metrics Source code
.gp3ml_composite_key Source code
.gp3ml_default_predictors Source code
.gp3ml_development_metric_summary Source code
.gp3ml_diagnostics_bind Source code
.gp3ml_diagnostics_numeric_summary Source code
.gp3ml_diagnostics_overall_status Source code
.gp3ml_diagnostics_ratio Source code
.gp3ml_diagnostics_threshold Source code
.gp3ml_expand_grid_list Source code
.gp3ml_flatten_candidate_grid Source code
.gp3ml_governance_domains Source code
.gp3ml_group_transportability Source code
.gp3ml_hash_object Source code
.gp3ml_identifier_values Source code
.gp3ml_json_ready Source code
.gp3ml_list_column Source code
.gp3ml_manifest_availability_stages Source code
.gp3ml_manifest_missing_text Source code
.gp3ml_manifest_preprocessing_scopes Source code
.gp3ml_manifest_recycle Source code
.gp3ml_manifest_required_columns Source code
.gp3ml_markdown_table Source code
.gp3ml_mean_metric Source code
.gp3ml_merge_lists Source code
.gp3ml_metric_direction Source code
.gp3ml_metric_long Source code
.gp3ml_missing_identifier Source code
.gp3ml_model_card_markdown Source code
.gp3ml_model_comparison_table Source code
.gp3ml_ng_assert_data Source code
.gp3ml_ng_assert_prob Source code
.gp3ml_ng_git_sha Source code
.gp3ml_ng_hash_file Source code
.gp3ml_ng_hash_object Source code
.gp3ml_ng_md_table Source code
.gp3ml_ng_package_version Source code
.gp3ml_ng_quantile Source code
.gp3ml_ng_require Source code
.gp3ml_ng_sha256_raw Source code
.gp3ml_ng_status Source code
.gp3ml_ng_stop Source code
.gp3ml_numeric_shift_row Source code
.gp3ml_observation_bootstrap_indices Source code
.gp3ml_partition_summary Source code
.gp3ml_pr_auc Source code
.gp3ml_prediction_table Source code
.gp3ml_predictions_from_model Source code
.gp3ml_prepare_raw_frame Source code
.gp3ml_prevalence_shift Source code
.gp3ml_quantile_interval Source code
.gp3ml_redeclare_task Source code
.gp3ml_release_card_metrics Source code
.gp3ml_release_card_selection Source code
.gp3ml_release_card_uncertainty Source code
.gp3ml_repro_patterns Source code
.gp3ml_resample_assign_groups Source code
.gp3ml_resample_bind Source code
.gp3ml_resample_fold_id Source code
.gp3ml_resample_integer Source code
.gp3ml_resample_overall_status Source code
.gp3ml_resample_v Source code
.gp3ml_roadmap_metric_direction Source code
.gp3ml_row_signatures Source code
.gp3ml_schema_comparison Source code
.gp3ml_seed_from Source code
.gp3ml_session_info Source code
.gp3ml_set_seed Source code
.gp3ml_shift_diagnostics Source code
.gp3ml_split_group_counts Source code
.gp3ml_split_group_values Source code
.gp3ml_split_holdout_count Source code
.gp3ml_split_manifest Source code
.gp3ml_split_missing_identifier Source code
.gp3ml_split_require_columns Source code
.gp3ml_split_restore_rng Source code
.gp3ml_split_scalar_column Source code
.gp3ml_split_targets Source code
.gp3ml_split_trial_units Source code
.gp3ml_split_two_way_assignment Source code
.gp3ml_status_rank Source code
.gp3ml_stop Source code
.gp3ml_timestamp Source code
.gp3ml_training_summary Source code
.gp3ml_trial_signatures Source code
.gp3ml_two_way_bootstrap_indices Source code
.gp3ml_validate_column_name Source code
.gp3ml_validate_column_vector Source code
.gp3ml_validate_direction Source code
.gp3ml_worst_status Source code
.gp3ml_write_tables Source code
`%||%` Source code
apply_gazepoint_calibrator Man page Source code
apply_gazepoint_decision_rule Man page Source code
as_gp3ml_data Man page Source code
assert_gp3ml_engine_available Man page Source code
assert_gp3ml_use_case Man page Source code
assess_gazepoint_calibration Man page Source code
assess_gazepoint_conformal_coverage Man page Source code
audit_gazepoint_abstention Man page Source code
audit_gazepoint_dataset_shift Man page Source code
audit_gazepoint_group_folds Man page Source code
audit_gazepoint_missingness_shift Man page Source code
audit_gazepoint_ml_leakage Man page Source code
audit_gazepoint_model_robustness Man page Source code
audit_gazepoint_nested_resampling Man page Source code
audit_gazepoint_plan_deviations Man page Source code
audit_gazepoint_reproducibility Man page Source code
audit_gp3ml_api_stability Man page Source code
audit_gp3ml_governance_profile Man page Source code
bake_gazepoint_preprocessor Man page Source code
bootstrap_gazepoint_metrics Man page Source code
bootstrap_gazepoint_metrics_by_unit Man page Source code
capture_gazepoint_environment Man page Source code
collect_gazepoint_fold_predictions Man page Source code
combine_gazepoint_handoffs Man page Source code
compare_gazepoint_environments Man page Source code
compare_gazepoint_models Man page Source code
create_external_validation_report Man page Source code
create_gazepoint_decision_rule Man page Source code
create_gazepoint_feature_manifest Man page Source code
create_gazepoint_group_folds Man page Source code
create_gazepoint_handoff Man page Source code
create_gazepoint_model_artifact Man page Source code
create_gazepoint_model_card Man page Source code
create_gazepoint_nested_folds Man page Source code
create_gazepoint_release_evidence Man page Source code
create_gazepoint_release_model_card Man page Source code
create_gazepoint_reproducibility_report Man page Source code
create_gazepoint_synthetic_manifest Man page Source code
create_gazepoint_synthetic_task Man page Source code
create_gazepoint_tuning_grid Man page Source code
create_gp3ml_governance_profile Man page Source code
declare_gazepoint_analysis_plan Man page Source code
declare_gazepoint_external_dataset Man page Source code
declare_gazepoint_task Man page Source code
diagnose_gazepoint_group_folds Man page Source code
evaluate_external_validation Man page Source code
evaluate_gazepoint_external_transportability Man page Source code
evaluate_gazepoint_feature_stability Man page Source code
evaluate_gazepoint_group_folds Man page Source code
evaluate_gazepoint_missingness_sensitivity Man page Source code
evaluate_gazepoint_nested_resampling Man page Source code
evaluate_gazepoint_seed_stability Man page Source code
evaluate_gazepoint_threshold_stability Man page Source code
evaluate_gazepoint_thresholds Man page Source code
fit_gazepoint_calibrator Man page Source code
fit_gazepoint_conformal Man page Source code
fit_gazepoint_deep_model Man page Source code
fit_gazepoint_model Man page Source code
fit_gazepoint_preprocessor Man page Source code
gazepoint_classification_metrics Man page Source code
gazepoint_performance_metrics Man page Source code
gazepoint_regression_metrics Man page Source code
gp3ml Man page
gp3ml-package Man page
gp3ml_api_contracts Man page Source code
gp3ml_available_engines Man page Source code
gp3ml_engine_capabilities Man page Source code
gp3ml_interop_contracts Man page Source code
gp3ml_object_schema Man page Source code
gp3ml_prohibited_uses Man page Source code
integrate_black_box_model Man page Source code
lock_gazepoint_analysis_plan Man page Source code
normalize_gazepoint_artifact_text Man page Source code
plot.gp3ml_abstention_audit Man page Source code
plot.gp3ml_api_stability_audit Man page Source code
plot.gp3ml_conformal_coverage Man page Source code
plot.gp3ml_dataset_shift_audit Man page Source code
plot.gp3ml_engine_capabilities Man page Source code
plot.gp3ml_environment_comparison Man page Source code
plot.gp3ml_governance_profile_audit Man page Source code
plot.gp3ml_handoff_validation Man page Source code
plot.gp3ml_model_artifact_validation Man page Source code
plot.gp3ml_model_robustness_audit Man page Source code
plot.gp3ml_plan_deviation_audit Man page Source code
plot.gp3ml_release_checksum_validation Man page Source code
plot.gp3ml_reproducibility_audit Man page Source code
plot.gp3ml_research_bundle_validation Man page Source code
plot.gp3ml_ro_crate_validation Man page Source code
plot.gp3ml_threshold_evaluation Man page Source code
predict.gp3ml_model Man page Source code
predict_gazepoint_interval Man page Source code
predict_gazepoint_set Man page Source code
print.gazepoint_feature_manifest_validation Man page Source code
print.gazepoint_fold_diagnostics Man page Source code
print.gazepoint_fold_diagnostics_validation Man page Source code
print.gazepoint_group_folds Man page Source code
print.gazepoint_group_folds_audit Man page Source code
print.gazepoint_group_folds_validation Man page Source code
print.gazepoint_ml_leakage_audit Man page Source code
print.gazepoint_ml_split Man page Source code
print.gazepoint_ml_split_validation Man page Source code
print.gp3ml_api_contract_registry Source code
print.gp3ml_api_stability_audit Source code
print.gp3ml_calibration_assessment Source code
print.gp3ml_decision_rule Source code
print.gp3ml_engine_capabilities Source code
print.gp3ml_external_dataset_declaration Man page Source code
print.gp3ml_external_validation Source code
print.gp3ml_handoff Source code
print.gp3ml_handoff_bundle Source code
print.gp3ml_handoff_validation Source code
print.gp3ml_metric_uncertainty Source code
print.gp3ml_model Source code
print.gp3ml_model_card Source code
print.gp3ml_model_selection Man page Source code
print.gp3ml_model_tuning Man page Source code
print.gp3ml_model_tuning_validation Man page Source code
print.gp3ml_nested_evaluation Man page Source code
print.gp3ml_nested_evaluation_validation Man page Source code
print.gp3ml_nested_folds Man page Source code
print.gp3ml_nested_folds_validation Man page Source code
print.gp3ml_nested_resampling_audit Man page Source code
print.gp3ml_object_contract_validation Source code
print.gp3ml_preprocessor Source code
print.gp3ml_release_evidence Man page Source code
print.gp3ml_release_model_card Man page Source code
print.gp3ml_reproducibility_audit Source code
print.gp3ml_reproducibility_report Source code
print.gp3ml_resample_evaluation Man page Source code
print.gp3ml_resample_evaluation_validation Man page Source code
print.gp3ml_resample_performance_summary Man page Source code
print.gp3ml_resample_uncertainty Man page Source code
print.gp3ml_research_bundle Source code
print.gp3ml_research_bundle_validation Source code
print.gp3ml_role_validation Source code
print.gp3ml_target_uncertainty Man page Source code
print.gp3ml_task Source code
print.gp3ml_transportability_report Man page Source code
print.gp3ml_transportability_validation Man page Source code
print.gp3ml_tuning_grid Man page Source code
print.gp3ml_uncertainty_validation Man page Source code
restore_gazepoint_model_artifact Man page Source code
select_gazepoint_model Man page Source code
select_gazepoint_threshold Man page Source code
simulate_gazepoint_governed_data Man page Source code
simulate_gazepoint_research_handoffs Man page Source code
split_gazepoint_ml_data Man page Source code
summarize_gazepoint_resample_performance Man page Source code
summarize_gazepoint_resample_uncertainty Man page Source code
summarize_gazepoint_shift Man page Source code
test_gazepoint_model_portability Man page Source code
train_gazepoint_classifier Man page Source code
tune_gazepoint_model Man page Source code
validate_gazepoint_analysis_plan Man page Source code
validate_gazepoint_conformal Man page Source code
validate_gazepoint_decision_rule Man page Source code
validate_gazepoint_environment Man page Source code
validate_gazepoint_feature_manifest Man page Source code
validate_gazepoint_fold_diagnostics Man page Source code
validate_gazepoint_group_folds Man page Source code
validate_gazepoint_handoff Man page Source code
validate_gazepoint_ml_roles Man page Source code
validate_gazepoint_ml_split Man page Source code
validate_gazepoint_model_artifact Man page Source code
validate_gazepoint_model_tuning Man page Source code
validate_gazepoint_nested_evaluation Man page Source code
validate_gazepoint_nested_folds Man page Source code
validate_gazepoint_release_checksums Man page Source code
validate_gazepoint_resample_evaluation Man page Source code
validate_gazepoint_research_bundle Man page Source code
validate_gazepoint_ro_crate Man page Source code
validate_gazepoint_target_uncertainty Man page Source code
validate_gazepoint_transportability Man page Source code
validate_gp3ml_object_contract Man page Source code
with_gazepoint_reproducible_output Man page Source code
write_external_validation_report Man page Source code
write_gazepoint_analysis_plan Man page Source code
write_gazepoint_feature_manifest_csv Man page Source code
write_gazepoint_fold_diagnostics_csv Man page Source code
write_gazepoint_group_folds_csv Man page Source code
write_gazepoint_ml_leakage_audit_csv Man page Source code
write_gazepoint_ml_split_csv Man page Source code
write_gazepoint_model_card Man page Source code
write_gazepoint_model_tuning Man page Source code
write_gazepoint_nested_evaluation Man page Source code
write_gazepoint_release_checksums Man page Source code
write_gazepoint_release_model_card Man page Source code
write_gazepoint_reproducibility_audit Man page Source code
write_gazepoint_reproducibility_report Man page Source code
write_gazepoint_resample_evaluation Man page Source code
write_gazepoint_ro_crate Man page Source code
write_gazepoint_target_uncertainty Man page Source code
write_gazepoint_transportability_report Man page Source code
write_gp3ml_api_contracts Man page Source code
write_gp3ml_governance_profile Man page Source code
gp3ml documentation built on Aug. 23, 2026, 5:11 p.m.