Ensembles#

Module with ensembles of pipelines.

API details#

Ensembles:

DirectEnsemble(pipelines[, n_jobs, ...])

DirectEnsemble is a pipeline that forecasts future values merging the forecasts of base pipelines.

StackingEnsemble(pipelines[, final_model, ...])

StackingEnsemble is a pipeline that forecast future using the metamodel to combine the forecasts of the base models.

VotingEnsemble(pipelines[, weights, ...])

VotingEnsemble is a pipeline that forecast future values with weighted averaging of it's pipelines forecasts.