Publication Registries and Diagnostic Dashboards

Python-facing port of publication-registries-and-dashboards.Rmd from the frozen R gp3bayes 0.5.0 reference. The statistical and governance framing below follows the canonical vignette; executable Python workflows use the mapped APIs listed later.

Registries bind named tables and figures to captions and provenance labels. They write nothing unless an explicit output path is supplied.

Dashboards are non-interactive evidence indices and do not launch expensive analyses implicitly.

Python API mapping

• gp3bayespy.create_diagnostic_dashboard
• gp3bayespy.create_diagnostic_dashboard_figures
• gp3bayespy.create_publication_registry
• gp3bayespy.diagnostic_dashboard_table
• gp3bayespy.plot_diagnostic_dashboard
• gp3bayespy.plot_posterior_intervals
• gp3bayespy.posterior_interval_table
• gp3bayespy.publication_registry_table
• gp3bayespy.register_publication_figure
• gp3bayespy.register_publication_table
• gp3bayespy.validate_publication_registry

Python usage

import gp3bayespy as gp

# All functions listed above are available from the package root.
# Use help(gp.<function>) or the API reference for the exact Python signature.

Visual companion

These figures complement the canonical ported narrative and are generated from package functions.

Diagnostic dashboard. Deterministic visual companion generated from the Python package.

Reporting checklist. Deterministic visual companion generated from the Python package.

The figures remain descriptive evidence and do not create automatic inferential decisions.