ensemble_base

class EnsembleVectorModel(models: Sequence[sensai.vector_model.VectorModel], num_processes=1)[source]

Bases: sensai.vector_model.VectorModel, abc.ABC

__init__(models: Sequence[sensai.vector_model.VectorModel], num_processes=1)

Parameters

models –
num_processes –

compute_all_predictions(x: pandas.core.frame.DataFrame)

abstract aggregate_predictions(predictions_data_frames: List[pandas.core.frame.DataFrame]) → pandas.core.frame.DataFrame

class EnsembleRegressionVectorModel(models: Sequence[sensai.vector_model.VectorModel], num_processes=1)[source]

Bases: sensai.ensemble.ensemble_base.EnsembleVectorModel, abc.ABC

is_regression_model()

class EnsembleClassificationVectorModel(models: Sequence[sensai.vector_model.VectorModel], num_processes=1)[source]

Bases: sensai.ensemble.ensemble_base.EnsembleVectorModel, abc.ABC

is_regression_model()