载入数据
import numpy as npimport randominput1 = np.load('/root/whq/input/one_hot_1400/xf_p_n.npy')input2 = np.load('/root/whq/input/one_hot_1400/gf_p_n.npy')output_ = np.load('/root/whq/input/one_hot_1400/label_p_n_-1.npy')output_0 = np.load('/root/whq/input/one_hot_1400/label_p_n_0.npy')
shuffle
all = list(zip(input1, input2, output_, output_0)) # 4元元组列表random.shuffle(all)input1, input2, output_, output_0 = zip(*all) # 按列拆开，每列->新元组
存为numpy格式
input1 = np.array(list(input1)) # 元组->list->numpyinput2 = np.array(list(input2))output_ = np.array(list(output_))output_0 = np.array(list(output_0))np.save('/root/whq/input/one_hot_1400_shuffle/xf_id.npy', input1)np.save('/root/whq/input/one_hot_1400_shuffle/gf_id.npy', input2)np.save('/root/whq/input/one_hot_1400_shuffle/label_p_n_-1.npy', output_)np.save('/root/whq/input/one_hot_1400_shuffle/label_p_n_0.npy', output_0)