def converter_isomap_modular(data): from shogun.Features import RealFeatures from shogun.Converter import Isomap features = RealFeatures(data) converter = Isomap() converter.set_landmark(True) converter.set_landmark_number(5) converter.set_k(6) converter.set_target_dim(1) converter.apply(features) return features