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

    A Library for Advanced Deep Time Series Models.

    Python 9k 1.4k

  2. apache/iotdb apache/iotdb Public

    Apache IoTDB

    Java 5.8k 1.1k

  3. 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 1.6k 274

  4. 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 629 68

  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 530 89

  6. thuml/OpenLTM thuml/OpenLTM Public

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

    Jupyter Notebook 315 23

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