Clustering

Module for clustering utilities.

API details

Base classes:

Distance([trim_series, inf_value])	Base class for distances between series.
Clustering()	Base class for ETNA clustering algorithms.
HierarchicalClustering(distance)	Base class for hierarchical clustering.

Enums:

ClusteringLinkageMode(value)

Modes allowed for clustering distance computation.

Clustering methods:

DTWClustering()	Hierarchical clustering with DTW distance.
EuclideanClustering()	Hierarchical clustering with euclidean distance.

Distances:

DTWDistance(points_distance, float], ...)	DTW distance handler.
EuclideanDistance([trim_series])	Euclidean distance handler.

Distance matrix:

DistanceMatrix(distance)

DistanceMatrix computes distance matrix from TSDataset.