Clustering, Spectral Clustering, Machine Learning, Data Science, Python.
import matplotlib.pyplot as plt # Generate a toy dataset (two interleaving half circles) X, y = make_moons(n_samples=200, noise=0.1, random_state=42) # Apply Spectral Clustering sc = SpectralClustering(n_clusters=2, affinity='nearest_neighbors', random_state=42) labels = sc.fit_predict(X) # Plot