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1. apache/iotdb apache/iotdb Public

   Apache IoTDB

   Java 4.3k 975

2. thuml/iTransformer thuml/iTransformer Public

   Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

   Python 963 176

3. 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 447 74

4. 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 165 20

5. 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)

   Python 101 6

6. thuml/AutoTimes thuml/AutoTimes Public

   Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"

   Python 41 3