PwTrafoPanelPipeline

Pipeline of transformers and a pairwise panel transformer.

Quickstart

from sktime.dists_kernels.compose import PwTrafoPanelPipeline

estimator = PwTrafoPanelPipeline(pw_trafo, transformers)

Parameters(2)

pw_trafopairwise panel transformer,

i.e., estimator inheriting from BasePairwiseTransformerPanel this is a “blueprint” estimator, state does not change when fit is called

transformerslist of sktime transformers, or

list of tuples (str, transformer) of sktime transformers these are “blueprint” transformers, states do not change when fit is called

Examples

>>> from sktime.dists_kernels.compose import PwTrafoPanelPipeline
>>> from sktime.dists_kernels.dtw import DtwDist
>>> from sktime.transformations.exponent import ExponentTransformer
>>> from sktime.datasets import load_unit_test
>>> 
>>> X, _ = load_unit_test ()
>>> X = X [0: 3 ]
>>> pipeline = PwTrafoPanelPipeline (DtwDist (), [ExponentTransformer ()])
>>> dist_mat = pipeline. transform (X)