Vendored copy of the validated PSAE engine (originally `mvml_sae`) as CONIFER's internal core.
Source of record: PSAE_work/idaho_analysis/scripts/mvml_sae/  (and the canonical ML_Mutivariate_SAE/code copy).
Do not edit here except mechanical rename/aliasing; fixes flow from the source of record.
