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"""
The :mod:`sklearn.cluster` module gathers popular unsupervised clustering
algorithms.
"""
from ._spectral import spectral_clustering, SpectralClustering
from ._mean_shift import mean_shift, MeanShift, estimate_bandwidth, get_bin_seeds
from ._affinity_propagation import affinity_propagation, AffinityPropagation
from ._agglomerative import (
ward_tree,
AgglomerativeClustering,
linkage_tree,
FeatureAgglomeration,
)
from ._kmeans import k_means, KMeans, MiniBatchKMeans, kmeans_plusplus
from ._bisect_k_means import BisectingKMeans
from ._dbscan import dbscan, DBSCAN
from ._optics import (
OPTICS,
cluster_optics_dbscan,
compute_optics_graph,
cluster_optics_xi,
)
from ._bicluster import SpectralBiclustering, SpectralCoclustering
from ._birch import Birch
__all__ = [
"AffinityPropagation",
"AgglomerativeClustering",
"Birch",
"DBSCAN",
"OPTICS",
"cluster_optics_dbscan",
"cluster_optics_xi",
"compute_optics_graph",
"KMeans",
"BisectingKMeans",
"FeatureAgglomeration",
"MeanShift",
"MiniBatchKMeans",
"SpectralClustering",
"affinity_propagation",
"dbscan",
"estimate_bandwidth",
"get_bin_seeds",
"k_means",
"kmeans_plusplus",
"linkage_tree",
"mean_shift",
"spectral_clustering",
"ward_tree",
"SpectralBiclustering",
"SpectralCoclustering",
]
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