pyrregular.models.knn

KNN. K-Nearest Neighbors classifier with Dynamic Time Warping (DTW) and Sakoe-Chiba band.

Module Attributes

knn_dtw

This pipeline applies KNeighborsTimeSeriesClassifier with DTW and a sakoe-chiba band.

pyrregular.models.knn.knn_dtw = TslearnWrapper(model=KNeighborsTimeSeriesClassifier(metric_params={'global_constraint': 'sakoe_chiba',                                                                    'sakoe_chiba_radius': 10}))

This pipeline applies KNeighborsTimeSeriesClassifier with DTW and a sakoe-chiba band.