Evidence Graphics and Governance

Python-facing port of evidence-graphics-and-governance.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.

The stable gp3bayes objects already preserve provenance, design support, sensitivity results, backend checks, and schema comparisons. The development graphics layer adds ggplot-based views while leaving the underlying objects unchanged.

A status such as pass, review, or fail retains the semantics defined by the originating gp3bayes audit. The plotting adapter does not reinterpret it.

Python API mapping

• gp3bayespy.backend_parity_table
• gp3bayespy.design_support_table
• gp3bayespy.manifest_comparison_table
• gp3bayespy.missingness_audit_table
• gp3bayespy.model_evidence_table
• gp3bayespy.plot_backend_parity_gg
• gp3bayespy.plot_design_support_gg
• gp3bayespy.plot_manifest_comparison_gg
• gp3bayespy.plot_missingness_gg
• gp3bayespy.plot_model_evidence_gg
• gp3bayespy.plot_schema_comparison_gg
• gp3bayespy.plot_sensitivity_suite_gg
• gp3bayespy.schema_comparison_table
• gp3bayespy.sensitivity_suite_table

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.