docs: ✏️ docs: add Sumba (added by @superarthurlx)

GestaltCogTeam · Nov 12, 2024 · 3260c10 · 3260c10
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diff --git a/README.md b/README.md
@@ -134,6 +134,7 @@ The code links (💻Code) in the table below point to the official implementatio
 
 | 📊Baseline    | 📝Title                                                                                         | 📄Paper                                             | 💻Code                                                                           | 🏛Venue     | 🎯Task   |
 |:--------------|:------------------------------------------------------------------------------------------------|:----------------------------------------------------|:---------------------------------------------------------------------------------|:-----------|:---------|
+| Sumba    | Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics                          | [Link]( https://xiucheng.org/assets/pdfs/nips24-sumba.pdf)            | [Link](https://github.com/chenxiaodanhit/Sumba/)                                       | NeurIPS'24      | LTSF     |
 | GLAFF    | Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective                          | [Link]( https://arxiv.org/pdf/2409.18696)            | [Link](https://github.com/ForestsKing/GLAFF)                                       | NeurIPS'24      | LTSF     |
 | CycleNet    | CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns Forecasting                          | [Link]( https://arxiv.org/pdf/2409.18479)            | [Link](https://github.com/ACAT-SCUT/CycleNet)                                       | NeurIPS'24      | LTSF     |
 | Fredformer    | Fredformer: Frequency Debiased Transformer for Time Series Forecasting                          | [Link]( https://arxiv.org/pdf/2406.09009)            | [Link](https://github.com/chenzRG/Fredformer)                                       | KDD'24      | LTSF     |

diff --git a/README_CN.md b/README_CN.md
@@ -134,6 +134,7 @@ BasicTS 实现了丰富的基线模型，包括经典模型、时空预测模型
 
 | 📊Baseline    | 📝Title                                                                                         | 📄Paper                                             | 💻Code                                                                           | 🏛Venue     | 🎯Task   |
 |:--------------|:------------------------------------------------------------------------------------------------|:----------------------------------------------------|:---------------------------------------------------------------------------------|:-----------|:---------|
+| Sumba    | Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics                          | [Link]( https://xiucheng.org/assets/pdfs/nips24-sumba.pdf)            | [Link](https://github.com/chenxiaodanhit/Sumba/)                                       | NeurIPS'24      | LTSF     |
 | GLAFF    | Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective                          | [Link]( https://arxiv.org/pdf/2409.18696)            | [Link](https://github.com/ForestsKing/GLAFF)                                       | NeurIPS'24      | LTSF     |
 | CycleNet    | CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns Forecasting                          | [Link]( https://arxiv.org/pdf/2409.18479)            | [Link](https://github.com/ACAT-SCUT/CycleNet)                                       | NeurIPS'24      | LTSF     |
 | Fredformer    | Fredformer: Frequency Debiased Transformer for Time Series Forecasting                          | [Link]( https://arxiv.org/pdf/2406.09009)            | [Link](https://github.com/chenzRG/Fredformer)                                       | KDD'24      | LTSF     |