class GraphAlgorithms:
def __init__(self):
self.clustering = Clustering()
def cluster(self, G, cType=None, k=3):
if not cType or cType == 'kmeans':
return self.clustering.kMeans(G, k)
def pageRank(self, G, **kwargs):
pr = PageRank()
pr.pageRank(G, **kwargs)
def SVD(self, G, Node=None):
svd = SVD()
if not Node:
return svd.SVD_each(G)
else:
return svd.SVD(G)
def __init__(self):
self.clustering = Clustering()