hierarchical clustering on correlations in Python scipy/numpy?
Just change the metric to correlation so that the first line becomes:
Y=pdist(X, 'correlation')However, I believe that the code can be simplified to just:
Z=linkage(X, 'single', 'correlation')dendrogram(Z, color_threshold=0)because linkage will take care of the pdist for you.