def test_fscnmf(): """ Testing the FSCNMF node embedding. """ graph = nx.newman_watts_strogatz_graph(250, 10, 0.2) features = np.random.uniform(0, 1, (250, 128)) model = FSCNMF() model.fit(graph, features) embedding = model.get_embedding() assert embedding.shape[0] == graph.number_of_nodes() assert embedding.shape[1] == 2 * model.dimensions
x = np.random.uniform(0, 1, (200, 200)) model = TADW() model.fit(g, x) #----------------------------------- # GL2Vec example #----------------------------------- graphs = [nx.newman_watts_strogatz_graph(50, 5, 0.3) for _ in range(100)] model = GL2Vec() model.fit(graphs) model.get_embedding() #----------------------------------- # FGSD example #----------------------------------- graphs = [nx.newman_watts_strogatz_graph(50, 5, 0.3) for _ in range(100)] model = FGSD() model.fit(graphs) model.get_embedding() #----------------------------------- # NetMF example #-----------------------------------