docs(features): wire built-in diagnostics into the EP walkthrough#85
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New __Diagnostics__ section in scripts/features/expectation_propagation.py: mean_field_summary() posterior table + tour of the live artifacts the Phase-4 tooling (PyAutoFit#1349) emits during the fit (ep_history.csv, mean_field_history.csv / mean_field_evolution.png, graph_factors.png) and the check_sigma_collapse guard. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
This was referenced Jul 11, 2026
Jammy2211
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Jul 11, 2026
…-ref (#87) The EP #85 merge added scripts/features/expectation_propagation.py and a cross-ref from graphical_models.py, but llms-full.txt / workspace_index.json were never regenerated, turning the Navigator Check 'Catalogue staleness' job RED on main. Regenerated with regenerate_navigator.py autofit (catalogue only; idempotent; check_navigator green). Closes #86 Co-authored-by: Jammy2211 <JNightingale2211@gmail.com> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
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Summary
Tracker #83 (follow-up from PyAutoFit#1335/#1349). New
__Diagnostics__section at the end ofscripts/features/expectation_propagation.py: amean_field_summary()posterior table plus a tour of the live artifacts the diagnostics tooling emits during the fit (ep_history.csv,mean_field_history.csv/mean_field_evolution.png,graph_factors.png) and thecheck_sigma_collapseguard — so the walkthrough demonstrates the built-in tooling instead of stopping at the raw mean field.API Changes
None — workspace script only.
Test Plan
mean_field_summary,check_sigma_collapse) exercised against the installed library and produce the expected table🤖 Generated with Claude Code