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Layer-wise Relevance Propagation

Whole-model LRP (LRP, LRPTarget, LRPSeed), rule selection (LRPRule, LRPRuleConfig), Zennit-style composites (lrp_composite) and conservation checks. More...

Collaboration diagram for Layer-wise Relevance Propagation:

Files

file  batch_norm_fold.hpp
 Folds an eval-mode BatchNorm into the Conv2D before it for the duration of an LRP explanation – Zennit's BatchNorm canonizer (roadmap FND-5, lrp_issues #8).
 
file  lrp.hpp
 LRP – whole-model Layer-wise Relevance Propagation explainer.
 
file  lrp_conservation.hpp
 Production API for LRP's conservation-delta audit metric (charter Phase 4).
 
file  lrp_rule_config.hpp
 Selects which LRP rule variant a Module::propagate_relevance() call uses.
 

Detailed Description

Whole-model LRP (LRP, LRPTarget, LRPSeed), rule selection (LRPRule, LRPRuleConfig), Zennit-style composites (lrp_composite) and conservation checks.