4a84d524fc0fd8d8c372a34d8a435732b09bbd8b,deeppavlov/models/evolution/check_binary_mask.py,,check_and_correct_binary_mask,#Any#Any#,49

Before Change

        candidates = []
        cycles = list(nx.simple_cycles(directed_graph))
        n_cycles = len(cycles)
        print("Cycles: {}".format(cycles))
        // number of candidates to be the best new graph
        cycles_len = np.array([len(cycle) for cycle in cycles])
        n_candidates = np.prod(cycles_len)

After Change

def check_and_correct_binary_mask(nodes, binary_mask_):
    binary_mask = deepcopy(binary_mask_)
    binary_mask = np.array(binary_mask)
    directed_graph = get_digraph_from_binary_mask(nodes, binary_mask)
    sources, sinks = find_sources_and_sinks(directed_graph)

    while not nx.is_directed_acyclic_graph(directed_graph):

Instances