clusters.py 文件源码

def makeClusterers(X, k=2):
    return [('MiniBatchKMeans', makeKMeans(X, k)),
            ('AffinityPropagation', makeAffinityProp()),
            ('MeanShift', makeMeanShift(X)),
            ('SpectralClustering', makeSpectral(X, k)),
            ('Ward', makeWard(X, k)),
            ('AgglomerativeAvg', makeAvgLinkage(X, k)),
            ('AgglomerativeMax', makeMaxLinkage(X, k)),
            ('AgglomerativeWard', makeWardLinkage(X, k)),
            ('DBSCAN', makeDBScan())]