[TSF] A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges
时序预测2025综述 A Comprehensive Survey of Deep Learning for … 阅读更多
transformer
[TSF] SageFormer: Series-Aware Framework for Long-term Multivariate Time Series Forecasting
Transformer系列时序预测改进模型——SageFormer SageFormer: Series-Aw … 阅读更多
[TSF] iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Transformer系列时序预测改进模型——iTransformer iTransformer: Inver … 阅读更多
[TSF] PatchTST (A Time Series is Worth 64 Words: Long-term Forecasting with Transformers)
Transformer系列时序预测改进模型——PatchTST A Time Series is Worth … 阅读更多
[TSF] Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting
Transformer系列时序预测改进模型——Autoformer Autoformer: Decomposi … 阅读更多
[LLM] [TSF] 原版Transformer (Attention Is All You Need)
Vanilla Transformer Attention Is All You Need（2017） 相关内 … 阅读更多
深度学习基础（7）：注意力机制
《动手学深度学习》笔记——注意力机制、Transformer 1 注意力机制 动物需要在复杂环境下有效关注值得 … 阅读更多