Latu.ML.PipelineModel (latu_ml v0.2.0)

A fitted pipeline: its stages, in order, with every estimator replaced by the model it fitted.

It owns those models. Each one is an entry in the session's ML cache, so Latu.ML.delete/1 on a pipeline model releases every model inside it — including the ones in a nested pipeline — and nothing else does. Latu.ML.with_model/3 takes a pipeline and brackets the whole thing.

Latu.ML.transform/2 composes the stages lazily: the frame it hands back carries every stage's relation and reaches no server until you collect it. There is no server-side pipeline, so there is nothing to release but the models.

session is where those models live, and it is what Latu.ML.save/3 writes through.

Summary

Types

t()

Types

t()

@type t() :: %Latu.ML.PipelineModel{
  session: Latu.Session.t(),
  stages: [Latu.ML.Pipeline.stage()],
  uid: String.t()
}