Deep Learning Models Used In This Study: CNN LSTM GRU BiRNN (BiLSTM, BiGRU) TCN
Validation Approach: Walk Forward Test
This is the code of paper COMPARISON OF DEEP LEARNING MODELS ON TIME SERIES FORECASTING : A CASE STUDY OF DISSOLVED OXYGEN PREDICTION：https://arxiv.org/abs/1911.08414
To check the code with outputs：https://github.com/qin67/Multistep-Time-Series-DO-Case/blob/master/Multi%20Step%20Time%20Seres%205%20hours.pdf
To check the raw code， welcome to contact me: hongqian@upenn.edu