KMeans
======

.. currentmodule:: sklearn.cluster

.. autoclass:: KMeans
   :members:
   :inherited-members:
   :special-members: __call__

.. minigallery:: sklearn.cluster.KMeans sklearn.cluster.KMeans.__delattr__ sklearn.cluster.KMeans.__dir__ sklearn.cluster.KMeans.__eq__ sklearn.cluster.KMeans.__format__ sklearn.cluster.KMeans.__ge__ sklearn.cluster.KMeans.__getattribute__ sklearn.cluster.KMeans.__getstate__ sklearn.cluster.KMeans.__gt__ sklearn.cluster.KMeans.__hash__ sklearn.cluster.KMeans.__init__ sklearn.cluster.KMeans.__init_subclass__ sklearn.cluster.KMeans.__le__ sklearn.cluster.KMeans.__lt__ sklearn.cluster.KMeans.__ne__ sklearn.cluster.KMeans.__new__ sklearn.cluster.KMeans.__reduce__ sklearn.cluster.KMeans.__reduce_ex__ sklearn.cluster.KMeans.__repr__ sklearn.cluster.KMeans.__setattr__ sklearn.cluster.KMeans.__setstate__ sklearn.cluster.KMeans.__sizeof__ sklearn.cluster.KMeans.__sklearn_clone__ sklearn.cluster.KMeans.__sklearn_tags__ sklearn.cluster.KMeans.__str__ sklearn.cluster.KMeans.__subclasshook__ sklearn.cluster.KMeans._build_request_for_signature sklearn.cluster.KMeans._check_mkl_vcomp sklearn.cluster.KMeans._check_params_vs_input sklearn.cluster.KMeans._check_test_data sklearn.cluster.KMeans._get_default_requests sklearn.cluster.KMeans._get_doc_link sklearn.cluster.KMeans._get_metadata_request sklearn.cluster.KMeans._get_param_names sklearn.cluster.KMeans._init_centroids sklearn.cluster.KMeans._repr_html_inner sklearn.cluster.KMeans._repr_mimebundle_ sklearn.cluster.KMeans._transform sklearn.cluster.KMeans._validate_center_shape sklearn.cluster.KMeans._validate_params sklearn.cluster.KMeans._warn_mkl_vcomp sklearn.cluster.KMeans.fit sklearn.cluster.KMeans.fit_predict sklearn.cluster.KMeans.fit_transform sklearn.cluster.KMeans.get_feature_names_out sklearn.cluster.KMeans.get_metadata_routing sklearn.cluster.KMeans.get_params sklearn.cluster.KMeans.predict sklearn.cluster.KMeans.score sklearn.cluster.KMeans.set_fit_request sklearn.cluster.KMeans.set_output sklearn.cluster.KMeans.set_params sklearn.cluster.KMeans.set_score_request sklearn.cluster.KMeans.transform 
   :add-heading: Gallery examples
   :heading-level: -