idleon-automation

idleon-automation — docs

Companion notes and tools for the screen-reading bots at github.com/jandersson/idleon-automation.

Predictors

• predictors.md — refresher notes on the prediction algorithms used (or planned) in common/predictor.py: KNN with inverse-distance weighting, bivariate OLS, and the in-progress Gaussian Process upgrade.
• predictor_playground.html — interactive heatmap visualisation. Switch between predictors, scrub K and noise, hover for predicted vs true offset.

Backlogs

• cleanup_backlog.md — refactors and dead-code removal.
• metrics_backlog.md — shots.db columns to add, OCR work, instrumentation ideas.