Gallery of examples

Metrics

Longest Common Subsequence

LB_Keogh

Canonical Time Warping

sDTW multi path matching

Longest Commom Subsequence with a custom distance metric

Dynamic Time Warping

Soft Dynamic Time Warping

DTW computation with a custom distance metric

Nearest Neighbors

k-NN search

Nearest neighbors

Hyper-parameter tuning of a Pipeline with KNeighborsTimeSeriesClassifier

1-NN with SAX + MINDIST

Clustering and Barycenters

KShape

Kernel k-means

Barycenters

Soft-DTW weighted barycenters

k-means

Classification

SVM and GAK

Learning Shapelets

Early Classification

Aligning discovered shapelets with timeseries

Learning Shapelets: decision boundaries in 2D distance space

Miscellaneous

Model Persistence

PAA and SAX features

Matrix Profile

Distance and Matrix Profiles