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1. AntonGuan/TimeOmni-1 AntonGuan/TimeOmni-1 Public

   [ICLR 2026] Official implementation of " TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models"

   Python 10 1

2. Time-LLM Time-LLM Public

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

   Python 2.5k 449

3. WinfredGe/T2S WinfredGe/T2S Public

   [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"

   Python 72 9

4. Qingrenn/TSFM-ScalingLaws Qingrenn/TSFM-ScalingLaws Public

   [ICLR 2025] Official implementation of "Towards Neural Scaling Laws for Time Series Foundation Models"

   Jupyter Notebook 22 2

5. Time-MoE/Time-MoE Time-MoE/Time-MoE Public

   [ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"

   Python 911 104

6. Awesome-GNN4TS Awesome-GNN4TS Public

   [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

   851 75