Time Series Forecasting | Papers With Code Standard prediction tools focus on the average behaviour of … The … Economic Forecasting using Generative Adversarial Networks Conditional GAN for timeseries generation | DeepAI We employ a conditional GAN framework to train our model with adversarial training. At present, the deep learning method based on generative adversarial networks (GAN) has emerged for time series anomaly detection. A common issue is the imbalanced distribution of the target variable, where some values are very important to the user but severely under-represented. Generating Data for Real World Time Series Application with GRU …