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1. WinfredGe/T2S WinfredGe/T2S Public

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

   Python 64 8

2. Qingrenn/TSFM-ScalingLaws Qingrenn/TSFM-ScalingLaws Public

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

   Jupyter Notebook 21 2

3. Time-LLM Time-LLM Public

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

   Python 2.4k 421

4. 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 838 88

5. Neural-Temporal-Walks Neural-Temporal-Walks Public

   [NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"

   Python 54 12

6. Awesome-GNN4TS Awesome-GNN4TS Public

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

   824 73