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Generate Synthetic Time Series Using a Regular Gan
There's been an explosion in gans right now. Most of them have been developed for image, that means photo and video generation. But they've ended up being adapted to time series generation. You could actually see most of the major characteristics being reproduced. visually the data was also quite convincing. I think my generated data was actually, i would say, better than expected.