sklearn_to_aeon

sklearn_to_aeon(estimator)

Coerces an sklearn estimator to the aeon pipeline interface.

Creates a pipeline of two elements, the Tabularizer transformer and the estimator. The Tabularizer transformer acts as adapter and holds aeon base class logic, as well as converting aeon datatypes to a feature vector format. Multivariate series will be concatenated into a single feature vector. Data must be of equal length.

Parameters:

estimatorsklearn compatible estimator

Can be a classifier, regressor, clusterer, or transformer.

Returns:

pipeaeon pipeline estimator

A pipeline of the Tabularizer transformer and input estimator.