docs: README updates in subfolders

docs: expand model training guide

evaluation: channel ablation script + feature importance LOPO

chore: integration cleanup — remove eye CNN, add threshold justification, fix pipeline

Put all the models together (expect UI)

reorg folders, add MLP demo

set up template with folder structure and training script