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1. CATS CATS Public

   [NeurIPS 2024] Official implementation of the paper "Are Self-Attentions Effective for Time Series Forecasting?"

   Python 64 10

2. LGA LGA Public

   [ICLR 2026] Official implementation of the paper "Local Geometry Attention for Time Series Forecasting under Realistic Corruptions"

   Python 15 1

3. MDTIM MDTIM Public

   [NeurIPS 2026] Official implementation of the paper "Discretizing Continuous Time Series for Imputation with Masked Diffusion Training"

   Python 2

4. LVQMark LVQMark Public

   [NeurIPS 2026] Official implementation of the paper "A Locally Tokenized Generative Model for Robust Time-Series Watermarking"

   Python 2

5. TSRBench TSRBench Public

   EVT-based noise injection toolkit for evaluating time series forecasting robustness

   Python 3