Autoformer
Autoformer is an innovative forecasting model enhancing traditional Transformers with deep decomposition and auto-correlation mechanisms, achieving a 38% enhancement in long-term forecasting for areas like energy and weather. It offers practical applications with speed-optimized architecture and integrates with platforms such as Hugging Face.