tslearn.clustering

The tslearn.clustering module gathers time series specific clustering algorithms.

User guide: See the Clustering section for further details.

Classes

KernelKMeans([n_clusters, kernel, max_iter, ...])	Kernel K-means.
KShape([n_clusters, max_iter, tol, n_init, ...])	KShape clustering for time series.
TimeSeriesKMeans([n_clusters, max_iter, ...])	K-means clustering for time-series data.
TimeSeriesDBSCAN([eps, min_ts, metric, ...])	DBSCAN clustering for time series.

Functions

silhouette_score(X, labels[, metric, ...])

Compute the mean Silhouette Coefficient of all samples (cf.