peal.teachers.interfaces¶

Minimal interface every PEAL teacher implements.

A teacher is the source of feedback in the explain-and-adapt loop: given the explanations an explainer produced (collage paths, confidences, labels), it returns one verdict per explanation that an adaptor such as CFKD or DiDAE then learns from. Concrete teachers (human GUI, LLM, model-to-model, cluster, segmentation-mask, …) live in the sibling modules.

Classes