44 lines
1.5 KiB
Python
44 lines
1.5 KiB
Python
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"""
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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 ._spectral import spectral_clustering, SpectralClustering
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from ._mean_shift import (mean_shift, MeanShift,
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estimate_bandwidth, get_bin_seeds)
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from ._affinity_propagation import affinity_propagation, AffinityPropagation
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from ._agglomerative import (ward_tree, AgglomerativeClustering,
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linkage_tree, FeatureAgglomeration)
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from ._kmeans import k_means, KMeans, MiniBatchKMeans, kmeans_plusplus
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from ._dbscan import dbscan, DBSCAN
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from ._optics import (OPTICS, cluster_optics_dbscan, compute_optics_graph,
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cluster_optics_xi)
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from ._bicluster import SpectralBiclustering, SpectralCoclustering
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from ._birch import Birch
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__all__ = ['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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'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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