Introduces a new core AutoKoopman class -- the Pipeline. Pipelines compose a ML training pipeline. They have an input and output and a set of hyperparameters.
Tuners will accept Pipelines that return single or multiple objectives as inputs.
The top-level auto_koopman function implementation will be simplified by building a Pipeline object and running it
Summary
Introduces a new core AutoKoopman class -- the
Pipeline.Pipelines compose a ML training pipeline. They have an input and output and a set of hyperparameters.auto_koopmanfunction implementation will be simplified by building aPipelineobject and running itFeatures