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6701016 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | import numpy as np
import pandas as pd
year = '2017' # please specify the year, our experiments use 2019
gba_his = pd.read_hdf('gba_his_' + year +'.h5')
value = gba_his.values
value = value[:(31+28)*288, :]
print(value.shape, value[value==0].shape)
# np.savez('CA_District5.npz', data=value)
datas = np.load('CA_District5.npz')
print(datas.files)
print(datas['data'])
print(datas['data'].shape)
adj = np.load('gba_rn_adj.npy')
print(adj)
print(adj.shape, adj.dtype) |