def __init__(self, config):
self.query_f = Queries.get_by_name(config['query'])
self.score_f = Scores.get_by_name(config['score'])
self.create_model = Models.get_by_name(config['model'])
if 'encoder' in config:
self.create_encoder = Encoders.get_by_name(config['encoder'])
self.init_size = config['init_size']
self.batch_size = config['batch_size']
self.total_size = config['total_size']
self.queries_number = config['queries_number']
self.random_state = config['random_state']
def set_score_f(self, raw_score):
score = Scores.get_by_name(raw_score)
res = copy.deepcopy(self)
res.score_f = score
return res