The model accepts one forecast from provider A and one forecast from provider B as inputs, as well as the real values. It can for example be weather forecasts from two different weather providers or power forecasts from different providers. It will run a regime switching algorithm those inputs and find the best way to blend the forecasts to improve the accuracy by calculating the weights and applying a weighted mean.

Here is a video demonstration