print('Problem status: ', status)
print('Norm value: ', problem_value)
print('Recovered A: \n', A_recovered)
print('is cycle graph: ',
is_cycle(Graph.create_adjacency_list(n, A_recovered)))
def set_visualiser_attributes(graph_visualiser):
graph_visualiser.A.node_attr['shape'] = 'circle'
graph_visualiser.A.node_attr['style'] = 'filled'
graph_visualiser.A.node_attr['color'] = 'red'
graph_visualiser.A.edge_attr['color'] = 'blue'
#graph_visualiser.A.edge_attr['penwidth']='2em'
return graph_visualiser
graph_visualiser = GraphVisualiser(
Graph.create_weighted_adjacency_list(n, A_matrix_noisy,
1e-6)) # weighted adjacency list
graph_visualiser = set_visualiser_attributes(graph_visualiser)
graph_visualiser.draw_png_weighted_graph('figures/A_noisy.png')
graph_visualiser = GraphVisualiser(
Graph.create_adjacency_list(
n, A_matrix_noisy)) #thresholds within create_adjacency_list
graph_visualiser = set_visualiser_attributes(graph_visualiser)
graph_visualiser.draw_png('figures/A_thresholded.png')
graph_visualiser = GraphVisualiser(
Graph.create_adjacency_list(n, A_recovered))
graph_visualiser = set_visualiser_attributes(graph_visualiser)
graph_visualiser.draw_png('figures/A_recovered.png')
np.set_printoptions(suppress=True)
print('Problem status: ',status)
print('Norm value: ',problem_value)
print('Recovered A: \n', A_recovered)
def set_visualiser_attributes(graph_visualiser):
graph_visualiser.A.node_attr['shape']='circle'
graph_visualiser.A.node_attr['style']='filled'
graph_visualiser.A.node_attr['color']='red'
graph_visualiser.A.edge_attr['color']='blue'
#graph_visualiser.A.edge_attr['penwidth']='2em'
return graph_visualiser
graph_visualiser = GraphVisualiser(Graph.create_weighted_adjacency_list(n,A_matrix_noisy,1e-6)) # weighted adjacency list
graph_visualiser = set_visualiser_attributes(graph_visualiser)
graph_visualiser.draw_png_weighted_graph('figures/A_noisy.png')
graph_visualiser = GraphVisualiser(Graph.create_adjacency_list(n,A_matrix_noisy)) #thresholds within create_adjacency_list
graph_visualiser = set_visualiser_attributes(graph_visualiser)
graph_visualiser.draw_png('figures/A_thresholded.png')
graph_visualiser = GraphVisualiser(Graph.create_adjacency_list(n,A_recovered))
graph_visualiser = set_visualiser_attributes(graph_visualiser)
graph_visualiser.draw_png('figures/A_recovered.png')
