#------------------ g = nx.newman_watts_strogatz_graph(100, 20, 0.05) model = Diff2Vec() model.fit(g) model.get_embedding() #------------------- # NMF ADMM example #------------------- g = nx.newman_watts_strogatz_graph(100, 20, 0.05) model = NMFADMM() model.fit(g) model.get_embedding() #--------------- # TENE example #--------------- g = nx.newman_watts_strogatz_graph(100, 20, 0.05) t = np.random.uniform(0,1,(100,2000)) tp = nx.newman_watts_strogatz_graph(100, 20, 0.05) tp = nx.adjacency_matrix(tp)
"""NMFADMM illustrative example.""" import networkx as nx from karateclub.node_embedding.neighbourhood import NMFADMM g = nx.newman_watts_strogatz_graph(100, 20, 0.05) model = NMFADMM() model.fit(g)