diff --git a/README.md b/README.md index 3b05853..1c8d5be 100644 --- a/README.md +++ b/README.md @@ -99,7 +99,7 @@ To reduce repetition, some data are in abbreviated form. Some terms may not repr | :-: | :-: | :-: | :-: | :-: | - | | Paper Nums:100+ | | | | | | | Multivariable | Electricity
PEMSD7M
BikeNYC
[TimesNet_data](https://github.com/thuml/Time-Series-Library) | SCNN | [Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series Forecasting](https://ieeexplore.ieee.org/document/10457027) | [Pytorch](https://github.com/JLDeng/SCNN)
![Stars](https://img.shields.io/github/stars/JLDeng/SCNN?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/JLDeng/SCNN?color=critical&style=social) | TKDE 2024 -| Multivariable | ETT
Weather
Electricity | OneNet (Framework,
Fourier Features,
Meta-optimization)| [OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling](https://proceedings.neurips.cc/paper_files/paper/2023/hash/dd6a47bc0aad6f34aa5e77706d90cdc4-Abstract-Conference.html) | [Pytorch](https://github.com/yfzhang114/OneNet)
![Stars](https://img.shields.io/github/stars/yfzhang114/OneNet?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/yfzhang114/OneNet?color=critical&style=social) | NIPS 2023 +| Multivariable | ETT
Weather
Electricity | OneNet | [OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling](https://proceedings.neurips.cc/paper_files/paper/2023/hash/dd6a47bc0aad6f34aa5e77706d90cdc4-Abstract-Conference.html) | [Pytorch](https://github.com/yfzhang114/OneNet)
![Stars](https://img.shields.io/github/stars/yfzhang114/OneNet?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/yfzhang114/OneNet?color=critical&style=social) | NIPS 2023 | Multivariable | ETT
Electricity
Exchange
Traffic
Weather
ILI | DeepTime (Framework,
Fourier Features,
Meta-optimization)| [ Learning Deep Time-index Models for Time Series Forecasting](https://openreview.net/forum?id=pgcfCCNQXO) | [Pytorch](https://github.com/salesforce/DeepTime)
![Stars](https://img.shields.io/github/stars/salesforce/DeepTime?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/salesforce/DeepTime?color=critical&style=social) | ICML 2023 | Multivariable | Synthetic
Taxi
Electricity
Traffic | FeatureP (Feature Enhancement) | [Feature Programming for Multivariate Time Series Prediction](https://openreview.net/forum?id=LVARH5wXM9) | [Pytorch](https://github.com/SirAlex900/FeatureProgramming)
![Stars](https://img.shields.io/github/stars/SirAlex900/FeatureProgramming?color=critical&style=social)
![Forks](https://img.shields.io/github/forks/SirAlex900/FeatureProgramming?color=critical&style=social) | ICML 2023 | Multivariable | NorPool
Caiso
Weather
ETT
Wind
Traffic
Electricity
Exchange | TimeDiff | [Non-autoregressive Conditional Diffusion Models for Time Series Prediction](https://openreview.net/forum?id=wZsnZkviro) | None| ICML 2023