Probing Time-series Forecasting Models with CounterfacTS: A Tool for Robustness Assessment

CounterfacTS is a tool designed to probe the robustness of deep learning models in time-series forecasting tasks via counterfactuals, enabling users to explore hypothetical scenarios and improve model performance in specific regions of the data distribution.