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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 12.9k 2k

2. apache/iotdb apache/iotdb Public

   Apache IoTDB

   Java 6.4k 1.2k

3. 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 1k 110

4. thuml/OpenLTM thuml/OpenLTM Public

   Implementations, Pre-training Code and Datasets of Large Time-Series Models

   Jupyter Notebook 556 63

5. thuml/iTransformer thuml/iTransformer Public

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

   Python 2.2k 372

6. 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 565 102