THUML @ Tsinghua University
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- Time-Series-Library
Time-Series-Library PublicA Library for Advanced Deep Time Series Models.
- Transfer-Learning-Library
Transfer-Learning-Library PublicTransfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
- Autoformer
Autoformer PublicAbout Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
- iTransformer
iTransformer PublicOfficial implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
- Transolver
Transolver PublicAbout code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366
Repositories
- Large-Time-Series-Model Public
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
thuml/Large-Time-Series-Model’s past year of commit activity - iTransformer Public
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight),https://openreview.net/forum?id=JePfAI8fah
thuml/iTransformer’s past year of commit activity - DARE Public
Code release for "Long-Sequence Recommendation Models Need Decoupled Embeddings" (ICLR 2025),https://arxiv.org/abs/2410.02604
thuml/DARE’s past year of commit activity - dynamical-diffusion Public
About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)
thuml/dynamical-diffusion’s past year of commit activity