def __init__(self,
dataset,
p=1,
q=4,
walk_length=100,
num_walks=50,
dimensions=200,
window_size=30,
workers=8,
iterations=5):
Node2Vec.__init__(self, False, True, False, p, q, walk_length,
num_walks, dimensions, window_size, workers,
iterations)
self.dataset = dataset
file = 'num%d_p%d_q%d_l%d_d%d_iter%d_winsize%d.emd' % (
num_walks, p, q, walk_length, dimensions, iterations, window_size)
self.path = 'datasets/%s/node2vec/' % self.dataset + file
if file not in os.listdir('datasets/%s/node2vec/' % self.dataset):
self.run('datasets/%s/node2vec/altogether.edgelist' % self.dataset,
self.path)
self.node2vec_model = KeyedVectors.load_word2vec_format(self.path,
binary=True)
def __init__(self, is_directed, preprocessing, is_weighted, p, q, walk_length, num_walks, dimensions, window_size,
workers, iterations, feedback_file):
Node2Vec.__init__(self, is_directed, preprocessing, is_weighted, p, q, walk_length, num_walks, dimensions,
window_size, workers, iterations)
self.feedback_file = feedback_file
def __init__(self, is_directed, preprocessing, is_weighted, p, q, walk_length, num_walks, dimensions, window_size,
workers, iterations, config, sparql, dataset, entities, default_graph, entity_class, feedback_file):
Node2Vec.__init__(self, is_directed, preprocessing, is_weighted, p, q, walk_length, num_walks, dimensions,
window_size, workers, iterations)
self.config_file = config
self.sparql = sparql
self.default_graph = default_graph
self.dataset = dataset
self.entities = entities
self.entity_class = entity_class
self.feedback_file = feedback_file
self._define_properties()
def __init__(self, is_directed, preprocessing, is_weighted, p, q,
walk_length, num_walks, dimensions, window_size, workers,
iterations, config, sparql, dataset, entities, default_graph,
entity_class, feedback_file):
Node2Vec.__init__(self, is_directed, preprocessing, is_weighted, p, q,
walk_length, num_walks, dimensions, window_size,
workers, iterations)
self.config_file = config
self.sparql = sparql
self.default_graph = default_graph
self.dataset = dataset
self.entities = entities
self.entity_class = entity_class
self.feedback_file = feedback_file
self._define_properties()