Generative Adversarial, Python, Synthetic Data, Gans, Time Series Analysis.
and with all our coloumn features. Image by Author In the energy dataset, there were 19736 rows. By shift-sampling every 24 rows, we get 19712 entries, each having 24 rows and 28 features. We can then of course randomly mix them in order to make them Independent and Identically Distributed (IID).