Plot gallery

Every figure here is generated from gp3bayespy workflows. Reproduce the assets with python dev/generate_doc_figures.py.

31visual assets

6supplementary galleries

59canonical articles preserved

Predictive diagnostics

Binary ROC curve.
binary_roc_curve(); plot_binary_roc()

Precision-recall curve.
binary_precision_recall_curve(); plot_binary_precision_recall()

Binary calibration.
plot_binary_calibration()

Threshold diagnostics.
plot_binary_threshold_metrics()

Prediction intervals.
plot_prediction_intervals()

Predictive coverage.
plot_predictive_coverage()

Open the predictive diagnostics gallery →

Posterior evidence

Posterior intervals.
plot_posterior_intervals()

Posterior areas.
plot_posterior_areas()

Posterior density.
plot_posterior_density()

Posterior correlations.
plot_posterior_correlations()

MCMC quality inventory.
plot_mcmc_quality()

Open the posterior evidence gallery →

PSIS-LOO influence

Pointwise ELPD-LOO.
plot_loo_pointwise_elpd()

Pareto-k versus ELPD.
plot_loo_pareto_vs_elpd()

Ranked PSIS-LOO influence.
plot_loo_influence_rank()

Grouped PSIS-LOO influence.
plot_loo_group_influence()

Grouped predictive contribution.
plot_loo_group_elpd()

Open the psis-loo influence gallery →

Sensitivity, design & reproducibility

Sensitivity suite.
plot_sensitivity_suite_gg()

Model evidence inventory.
plot_model_evidence_gg()

Backend posterior parity.
plot_backend_parity_gg()

Analysis-manifest comparison.
plot_manifest_comparison_gg()

Design-support diagnostics.
plot_design_support_gg()

Missingness audit.
plot_missingness_gg()

Open the sensitivity, design & reproducibility gallery →

Publication systems

Diagnostic dashboard.
plot_diagnostic_dashboard()

Reporting checklist.
plot_reporting_checklist()

Model comparison.
plot_model_comparison()

Model weights.
plot_model_weights()

Uncertainty decomposition.
plot_uncertainty_decomposition()

Group effects.
plot_group_effects()

Open the publication systems gallery →

Dynamic pupillometry

Dynamic pupil simulation. Condition-specific trajectories.

Open the pupillometry gallery →

Reproduce the gallery

python dev/generate_doc_figures.py
python dev/generate_doc_figures.py --check

The machine-readable figure manifest is dev/doc_figures_manifest.json.