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Model Cards and Reporting Inventories

Python-facing port of model-cards-and-reporting-inventories.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.

A model card records what was fitted and what evidence is available. It does not turn documentation completeness into model validity.

Writing is explicit:

The card records that automatic model selection, automatic adequacy certification, and automatic causal identification remain false.

Python API mapping

  • gp3bayespy.create_analysis_bundle
  • gp3bayespy.create_analysis_manifest
  • gp3bayespy.create_model_card
  • gp3bayespy.create_reporting_checklist
  • gp3bayespy.model_card_table
  • gp3bayespy.plot_reporting_checklist
  • gp3bayespy.write_model_card

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.