DDM_Timeseries_Forecast

Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series to benchmark datasets from different domains

Implemented TimeGradEstimator on following classes of dataset:-

• Medical : Hospital, Covid
• Environmental : Solar-energy
• Financial : fred_md(Macroeconomic Financial Variables)
• Neural Network Forecasting Competition: nn5_daily_with_missing