Abstract: The advancement of large models has initiated a transformation in the field of time-series forecasting. Both the repurposing of existing large models and the development of large models ...

Abstract: Transformer-based methods have demonstrated promising performance in long-term time series forecasting. However, existing methods often consider interactions among all variables when ...

A comprehensive, flexible and commonly-used DLinear-like framework for time series forecasting with support for both PyTorch and PyTorch Lightning. Easy for time series forecasting model development ...

The 2025 NASCAR Xfinity Series hits Daytona International Speedway on Friday, August 22, for qualifying, and we've got the time, scheduling, TV and streaming details you need ahead of the action.

. ├── timeseries_interpretation_lime_shap.ipynb # Main annotated notebook ├── Data/ │ └── AirPassengers.csv # Source dataset ├── Figures/ │ ├── Figure_1.png # Forecast comparison │ ├── Figure_2.png # ...