If I run dendrogram from the scikit libary: from scipy.cluster.hierarchy import linkage, dendrogram # ... X = np.asarray(X) Z = linkage(X, 'single', 'correlation') plt.figure(figsize=(16,8)) dendrogram(Z, color_threshold=0.7) I get a ton of print output in my ipython notebook: {'color_list': ['g', 'r', 'c', 'm', 'y', ... 0.70780175324891315, 0.70172263980890581], [0.0, 0.54342622932769225, 0.54342622932769225, 0.0], [0.0, 0.46484932243120658, 0.46484932243120658, 0.0], ... 177, 196, 82, 19, 108]} How can I disable this? I'm only interested in the actual dendrogram. Continue reading...