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1. thuml/Time-Series-Library thuml/Time-Series-Library Public

   A Library for Advanced Deep Time Series Models for General Time Series Analysis.

   Python 10k 1.6k

2. thuml/Large-Time-Series-Model thuml/Large-Time-Series-Model Public

   Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024) and subsequent works

   Python 773 76

3. thuml/iTransformer thuml/iTransformer Public

   Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)

   Python 1.8k 288

4. thuml/Sundial thuml/Sundial Public

   About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)

   121 6

5. thuml/Nonstationary_Transformers thuml/Nonstationary_Transformers Public

   Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415

   Python 538 94

6. thuml/Koopa thuml/Koopa Public

   Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

   Python 230 25