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''' Random selection. ''' import numpy as np from autooed.mobo.selection.base import Selection [docs]class Random(Selection): ''' Selection by random sampling. ''' [docs] def _select(self, X_candidate, Y_candidate, X, Y, batch_size): random_indices = np.random.choice(len(X_candidate), size=batch_size, replace=False) return X_candidate[random_indices]