Time series alignment#

The sktime.alignment module contains time series aligners, such as dynamic time warping aligners.

Naive aligners#

AlignerNaive([strategy])

Naive strategies for multiple alignment.

Dynamic time warping#

AlignerDTW([dist_method, step_pattern, ...])

Aligner interface for dtw-python.

AlignerDTWfromDist(dist_trafo[, ...])

Aligner interface for dtw-python using pairwise transformer.

AlignerDtwNumba([weighted, derivative, ...])

Interface to sktime native dtw aligners, with derivative or weighting.

Edit distance based aligners#

AlignerEditNumba([distance, window, ...])

Interface to sktime native edit distance aligners.