K-Means Clustering for N-Dimensional Feature Spaces

import numpy as np import matplotlib.pyplot as plt def kmeans(data, k, max_iter=100): # Randomly initialize centroids np.random.seed(0) # For reproducibility centroids = data[np.random.choice(data.shape[0], k, replace=False)] for _...