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| CO_TS_TRAIN = CO_TS[CO_TS.index.month < 12] #january - november time series as train data | |
| CO_TS_TEST = CO_TS[CO_TS.index.month == 12] #december time series as test data | |
| CO_TS_TRAIN_Arr = CO_TS_TRAIN.to_numpy() | |
| CO_TS_TEST_Arr = CO_TS_TEST.to_numpy() | |
| CO_TS_TRAIN_Arr = np.reshape(CO_TS_TRAIN_Arr, (CO_TS_TRAIN_Arr.shape[0])) | |
| CO_TS_TEST_Arr = np.reshape(CO_TS_TEST_Arr, (CO_TS_TEST_Arr.shape[0])) |
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