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