Time series clustering#
The aeon.clustering
module contains algorithms for time series clustering.
All clusterers in aeon``can be listed using the ``aeon.registry.all_estimators
utility,
using estimator_types="clusterer"
, optionally filtered by tags.
Valid tags can be listed using aeon.registry.all_tags
.
Clustering Algorithms#
|
Time series K-means clustering algorithm. |
|
Time series K-medoids implementation. |
|
Kshape algorithm: wrapper of the |
|
Kernel K Means [1]_: wrapper of the |
|
Time series CLARA implementation. |
|
Time series CLARANS implementation. |
Base#
|
Abstract base class for time series clusterers. |
|
Abstact class that implements time series Lloyds algorithm. |