Time series distances#

The aeon.distances module contains time series specific distance functions that can be used in aeon and scikit learn estimators. It also contains tools for extracting the alignment paths for a distance calculation between two series, and tools for finding all pairwise distances

Dynamic Time Warping (DTW)#

Time Warp Edit (TWE)#

Move-Split-Merge (MSM)#

Derivative Dynamic Time Warping (DDTW)#

Weighted Dynamic Time Warping (DTW)#

Weighted Derivative Dynamic Time Warping (WDDTW)#

Longest Common Subsequence (LCSS)#

Edit Real Penalty (ERP)#

Edit distance for real sequences (EDR)#

General methods with distance argument#

General methods to recover distance functions#