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1. Awesome-TimeSeries-SpatioTemporal-LM-LLM Awesome-TimeSeries-SpatioTemporal-LM-LLM Public

   A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

   923 69

2. Time-LLM Time-LLM Public

   Forked from KimMeen/Time-LLM

   [ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

   Python 2

3. time-series-transformers-review time-series-transformers-review Public

   A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

   2.5k 243

4. ICML2022-FEDformer ICML2022-FEDformer Public

   Forked from DAMO-DI-ML/ICML2022-FEDformer

   Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

   Python 9

5. awesome-AI-for-time-series-papers awesome-AI-for-time-series-papers Public

   A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

   1.2k 120

6. timeseries-tutorial-kdd-2022 timeseries-tutorial-kdd-2022 Public

   KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

   103 15