pulsatrix::LRPTarget Struct Reference

What LRP explains: one target class (and optionally one contrast class) per row of the network's (N, num_classes) output. More...

#include <lrp.hpp>

Public Attributes
std::vector< int64_t >	targets
std::vector< int64_t >	contrasts = {}
LRPSeed	seed = LRPSeed::OutputValue

Detailed Description

What LRP explains: one target class (and optionally one contrast class) per row of the network's (N, num_classes) output.

Note

targets / contrasts hold either a single index (applied to every row) or one index per row. With contrasts, the seed is seed(target) - seed(contrast): LRP propagation is linear in the output relevance for fixed activations, so the result is exactly explanation(target) - explanation(contrast) – "why t rather than c".

Member Data Documentation

contrasts

std::vector<int64_t> pulsatrix::LRPTarget::contrasts = {}

seed

LRPSeed pulsatrix::LRPTarget::seed = LRPSeed::OutputValue

targets

std::vector<int64_t> pulsatrix::LRPTarget::targets

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The documentation for this struct was generated from the following file:

• include/pulsatrix/lrp.hpp