65 lines
1.6 KiB
Python
65 lines
1.6 KiB
Python
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"""Popular unsupervised clustering algorithms."""
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# Authors: The scikit-learn developers
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# SPDX-License-Identifier: BSD-3-Clause
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from sklearn.cluster._affinity_propagation import (
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AffinityPropagation,
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affinity_propagation,
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)
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from sklearn.cluster._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 sklearn.cluster._bicluster import SpectralBiclustering, SpectralCoclustering
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from sklearn.cluster._birch import Birch
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from sklearn.cluster._bisect_k_means import BisectingKMeans
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from sklearn.cluster._dbscan import DBSCAN, dbscan
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from sklearn.cluster._hdbscan.hdbscan import HDBSCAN
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from sklearn.cluster._kmeans import KMeans, MiniBatchKMeans, k_means, kmeans_plusplus
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from sklearn.cluster._mean_shift import (
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MeanShift,
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estimate_bandwidth,
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get_bin_seeds,
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mean_shift,
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)
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from sklearn.cluster._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 sklearn.cluster._spectral import SpectralClustering, spectral_clustering
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__all__ = [
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"DBSCAN",
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"HDBSCAN",
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"OPTICS",
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"AffinityPropagation",
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"AgglomerativeClustering",
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"Birch",
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"BisectingKMeans",
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"FeatureAgglomeration",
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"KMeans",
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"MeanShift",
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"MiniBatchKMeans",
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"SpectralBiclustering",
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"SpectralClustering",
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"SpectralCoclustering",
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"affinity_propagation",
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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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"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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]
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