some new features

.venv/lib/python3.12/site-packages/sklearn/cluster/__init__.py

@@ -0,0 +1,53 @@
+"""Popular unsupervised clustering algorithms."""
+
+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",
+]