Note
This page is a reference documentation. It only explains the class signature, and not how to use it. Please refer to the What you really need to know section for the big picture.
julearn.inspect.PipelineInspector¶
- class julearn.inspect.PipelineInspector(model)¶
Provide inspector for pipeline.
- Parameters:
- modelPipeline
The pipeline to inspect.
- __init__(model)¶
- get_step_names()¶
Get the names of the steps in the pipeline.
- Returns:
- list
The names of the steps in the pipeline.
- get_step(name, as_estimator=False)¶
Get a step from the pipeline.
- Parameters:
- namestr
The name of the step to retrieve.
- as_estimatorbool, optional
Whether to return the step as an estimator inspector or not.
- Returns:
- Union[Pipeline, _EstimatorInspector]
The requested step.
- get_params()¶
Get the parameters of the pipeline.
- Returns:
- dict
The parameters of the pipeline.
- get_fitted_params()¶
Get the fitted parameters of the pipeline.
Get the fitted parameters of the pipeline. This includes both hyperparameters and fitted parameters.
- Returns:
- dict
The fitted parameters of the pipeline.
