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"""Popular unsupervised clustering algorithms."""
# Authors: The scikit-learn developers
# SPDX-License-Identifier: BSD-3-Clause
from ._affinity_propagation import AffinityPropagation, affinity_propagation
from ._agglomerative import (
AgglomerativeClustering,
FeatureAgglomeration,
linkage_tree,
ward_tree,
)
from ._bicluster import SpectralBiclustering, SpectralCoclustering
from ._birch import Birch
from ._bisect_k_means import BisectingKMeans
from ._dbscan import DBSCAN, dbscan
from ._hdbscan.hdbscan import HDBSCAN
from ._kmeans import KMeans, MiniBatchKMeans, k_means, kmeans_plusplus
from ._mean_shift import MeanShift, estimate_bandwidth, get_bin_seeds, mean_shift
from ._optics import (
OPTICS,
cluster_optics_dbscan,
cluster_optics_xi,
compute_optics_graph,
)
from ._spectral import SpectralClustering, spectral_clustering
__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",
"HDBSCAN",
]
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