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1. Time-Series-Library Time-Series-Library Public

   A Library for Advanced Deep Time Series Models.

   Python 7k 1.1k

2. Transfer-Learning-Library Transfer-Learning-Library Public

   Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

   Python 3.4k 558

3. Autoformer Autoformer Public

   About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

   Jupyter Notebook 2k 422

4. iTransformer iTransformer Public

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

   Python 1.3k 218

5. depyf depyf Public

   depyf is a tool to help you understand and adapt to PyTorch compiler torch.compile.

   Python 498 11

6. Large-Time-Series-Model Large-Time-Series-Model Public

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

   Python 343 29