Container which holds all pipelines associated with the currently running project. The container supports slicing and is sort- and filterable.
Show the first 10 pipelines belonging to the current project:
You can use nested list comprehensions to retrieve a scoring history for your project:
import matplotlib.pyplot as plt hyperopt_scores = [(score.date_time, score.mae) for pipe in getml.project.pipelines for score in pipe.scores["data_test"] if "hyperopt" in pipe.tags] fig, ax = plt.subplots() ax.bar(*zip(*hyperopt_scores))
Filters the pipelines container.
Sorts the pipelines container.