public static MultiModelPipeline Append(this SweepableEstimatorPipeline pipeline, params SweepableEstimator[] estimators)
{
var multiModelPipeline = new MultiModelPipeline();
foreach (var estimator in pipeline.Estimators)
{
multiModelPipeline = multiModelPipeline.Append(estimator);
}
return(multiModelPipeline.Append(estimators));
}
public AutoMLExperiment SetPipeline(SweepableEstimatorPipeline pipeline)
{
var res = new MultiModelPipeline();
foreach (var e in pipeline.Estimators)
{
res = res.Append(e);
}
SetPipeline(res);
return(this);
}
public static SweepableEstimatorPipeline Append(this SweepableEstimatorPipeline pipeline, IEstimator <ITransformer> estimator1)
{
return(pipeline.Append(new SweepableEstimator((context, parameter) => estimator1, new SearchSpace.SearchSpace())));
}