pyrregular.models.rocket

Rocket Pipeline. Minirocket transformation with LightGBM downstream classifier.

Module Attributes

rocket_pipeline

This pipeline applies MiniRocketMultivariateVariable → LGBMClassifier.

pyrregular.models.rocket.rocket_pipeline = SklearnClassifierPipeline(classifier=LGBMClassifier(n_jobs=1),                           transformers=[MiniRocketMultivariateVariable(pad_value_short_series=0)])

This pipeline applies MiniRocketMultivariateVariable → LGBMClassifier.