ustc-time-series

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1. TimeDART TimeDART Public

   [ICML 2025] Official PyTorch implementation of the paper: 🎯 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation

   Python 155 13

2. SAN SAN Public

   Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective

   Python 137 8

3. TimeMAE TimeMAE Public

   Python 134 10

4. Time-R1 Time-R1 Public

   Time-R1 is a two-stage reinforcement fine-tuning framework that trains large language models to perform slow-thinking, step-by-step reasoning for accurate and explainable time series forecasting.

   Python 98 13

5. ConvTimeNet ConvTimeNet Public

   Python 71 4

6. TimeReasoner TimeReasoner Public

   Python 54 1