""" 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 .hierarchical import (ward_tree, AgglomerativeClustering, linkage_tree, FeatureAgglomeration) from .k_means_ import k_means, KMeans, MiniBatchKMeans from .dbscan_ import dbscan, DBSCAN from .bicluster import SpectralBiclustering, SpectralCoclustering from .birch import Birch __all__ = ['AffinityPropagation', 'AgglomerativeClustering', 'Birch', 'DBSCAN', 'KMeans', 'FeatureAgglomeration', 'MeanShift', 'MiniBatchKMeans', 'SpectralClustering', 'affinity_propagation', 'dbscan', 'estimate_bandwidth', 'get_bin_seeds', 'k_means', 'linkage_tree', 'mean_shift', 'spectral_clustering', 'ward_tree', 'SpectralBiclustering', 'SpectralCoclustering']