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@ustc-time-series

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 147 13

  2. SAN SAN Public

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

    Python 133 8

  3. TimeMAE TimeMAE Public

    Python 129 9

  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 97 12

  5. ConvTimeNet ConvTimeNet Public

    Python 70 4

  6. TimeReasoner TimeReasoner Public

    Python 52 1

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