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PyTorch tutorial for using RNN and Encoder-Decoder RNN for time series forecasting

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I tried the notebook sinwaves_encdec.ipynb, and when I add a new sinwave,and it is going to be 2D as the input, then it doesn't work, the code doesn't work with...