Time series alignment#
The sktime.alignment
module contains time series aligners, such as
dynamic time warping aligners.
All time series aligners in sktime
can be listed using the
sktime.registry.all_estimators
utility,
using estimator_types="aligner"
, optionally filtered by tags.
Valid tags can be listed using sktime.registry.all_tags
.
A full table with tag based search is also available on the Estimator Search Page (select “aligner” in the “Estimator type” dropdown).
Naive aligners#
|
Naive strategies for multiple alignment. |
Dynamic time warping#
|
Aligner interface for dtw-python. |
|
Aligner interface for dtw-python using pairwise transformer. |
|
Aligner interface for dtaidistance time warping alignment. |
|
Interface to sktime native dtw aligners, with derivative or weighting. |
|
Alignment path based on lucky dynamic time warping distance. |
Edit distance based aligners#
|
Interface to sktime native edit distance aligners. |