concept:forecast-origin
Forecast Origin
Forecast Origin in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Forecasting & temporal ML
Forecast contracts and naive models
A forecast begins with two clocks—when you know and when you predict—and a baseline that respects both.
Forecasting & temporal MLTrend, seasonality, and known-future signals
A temporal feature is valid only if its value could be reconstructed exactly at the forecast origin.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.