Ensemble Simulate requests now return a weighted sum of the selected states from several different models. Ensemble Calibrate requests take several models along with data, and finds the ensemble weights that recreates the data when the models are simulated as a weighted ensemble.
Created some SIR examples with different parameters for testing purposes. If parameters of a model are all the same, there is no way to recover the ensemble weights.
I still need to add tests for the endpoints / server routes.
Ensemble Simulate requests now return a weighted sum of the selected states from several different models. Ensemble Calibrate requests take several models along with data, and finds the ensemble weights that recreates the data when the models are simulated as a weighted ensemble.
Created some SIR examples with different parameters for testing purposes. If parameters of a model are all the same, there is no way to recover the ensemble weights.
I still need to add tests for the endpoints / server routes.
When done it should close https://github.com/DARPA-ASKEM/sciml-service/issues/109