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Thanks for your great work. When I tried to use tsgm for time series data augmentation, it seemed that the SliceAndShuffle did not work.
The codes are as follows:
The results are shown in Fig. 1. We can see that there is no difference between the original data and SliceAndShuffle.
I have checked the source codes of SliceAndShuffle, I found that the shuffled slices are not concatenated.
New codes are:
Now the results are good as shown in Fig. 2.