contracts |
Adapter-agnostic data contracts (TermData, BinnedTerm, ShapData) |
shrinkage |
Empirical-Bayes τ² estimation (mom / mle / SHAP-mode) |
decompose |
Exact-mode I/D/M channel math |
decompose_shap |
Approximate-mode reallocation |
bagging |
Bootstrap replicas as the epistemic-variance source |
lgbm |
LightGBM adapter (both modes) + fit_lgbm_gam |
ebm |
InterpretML EBM adapter (triadxai[ebm]) |
local |
TriadExplainer / TriadExplanation |
reasons |
Reg-B-style reason-code mapping |
waterfall |
Three-channel waterfall plot (triadxai[viz]) |
synthetic |
Validation DGPs |
metrics |
Reconciliation / stability metrics |