Clustering¶

class Clustering[source]¶

Bases: abc.ABC, etna.core.mixins.BaseMixin

Base class for ETNA clustering algorithms.

Methods

`fit_predict`()	Fit clustering algo and predict clusters.
`get_centroids`()	Get centroids of clusters.
`set_params`(**params)	Return new object instance with modified parameters.
`to_dict`()	Collect all information about etna object in dict.

abstract fit_predict() → Dict[str, int][source]¶

Fit clustering algo and predict clusters.

abstract get_centroids() → pandas.core.frame.DataFrame[source]¶

Get centroids of clusters.