Generative Adversarial, Python, Synthetic Data, Gans, Time Series Analysis.
The rest of the parameters are defined as follows: Now that we have our generated synth_data, let’s see how it compares visually in comparison to our original data. We can make a plot for each of the 28 features and see their variation with respect to timestep. Image by Author Being only mildly