thuml / timerLinks
See the official code and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models"
☆13Updated last year
Alternatives and similar repositories for timer
Users that are interested in timer are comparing it to the libraries listed below
Sorting:
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆106Updated 2 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆77Updated 7 months ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆96Updated 10 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆72Updated 6 months ago
- Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".☆75Updated last year
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆57Updated 3 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆124Updated 2 months ago
- "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…☆80Updated last year
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆54Updated last year
- ☆53Updated 2 years ago
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆62Updated 10 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆32Updated last year
- ☆40Updated last year
- Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"☆74Updated 10 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆38Updated 8 months ago
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆94Updated 7 months ago
- ☆40Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆57Updated 2 months ago
- ☆74Updated 6 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆68Updated 7 months ago
- PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [o…☆116Updated 2 months ago
- ☆90Updated last year
- ☆54Updated last year
- ☆61Updated 3 weeks ago
- ☆46Updated last year
- ☆104Updated 10 months ago
- ☆36Updated 6 months ago
- ☆135Updated 2 years ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆39Updated 11 months ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆17Updated last year