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1. Time-LLM Time-LLM Public

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

   Python 1.1k 184

2. Awesome-GNN4TS Awesome-GNN4TS Public

   📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

   486 48

3. 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 50 8

4. TrustAGI-Lab/MTGODE TrustAGI-Lab/MTGODE Public

   [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".

   Python 60 20

5. TrustAGI-Lab/MERIT TrustAGI-Lab/MERIT Public

   [IJCAI 2021] A PyTorch implementation of "Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning".

   Python 38 8

6. TrustAGI-Lab/ANEMONE TrustAGI-Lab/ANEMONE Public

   [CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".

   Python 46 10