Time Series Analysis, Gans, Data Generation.
series is similar to the original one, with a DTW distance of 4.68. Square wave: A square wave is a time series that features large and repeating shifts, as shown in the figure above. Here the PAR model does not perform well. The model seems to struggle with large fluctuations, with the synthetic