Pinned

1. Transfer-Learning-Library Transfer-Learning-Library Public

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

   Python 3.2k 540

2. 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 1.7k 388

3. Time-Series-Library Time-Series-Library Public

   A Library for Advanced Deep Time Series Models.

   Python 4.5k 751

4. TimesNet TimesNet Public

   About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq

   588 51

5. 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 782 145

6. depyf depyf Public

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

   Python 284 5