zclzcl0223 / CMambaLinks
Official Code for "CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting"
☆33Updated 4 months ago
Alternatives and similar repositories for CMamba
Users that are interested in CMamba are comparing it to the libraries listed below
Sorting:
- Code For Paper "ReFocus: Reinforcing Mid-Frequency and Key-Frequency Extraction for Multivariate Time Series Forecasting"☆15Updated last month
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆49Updated 7 months ago
- Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need.☆43Updated 3 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆54Updated 3 months ago
- ☆55Updated 3 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆37Updated 4 months ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆35Updated 8 months ago
- ☆23Updated 5 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆47Updated 2 months ago
- ☆44Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆51Updated 9 months ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆32Updated last year
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆34Updated last week
- ☆27Updated 5 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆52Updated 9 months ago
- ☆13Updated 5 months ago
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆32Updated 10 months ago
- ☆52Updated 6 months ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆26Updated 9 months ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆93Updated 6 months ago
- Retrieval-Augmented Forecasting of Time-series☆13Updated 3 weeks ago
- ☆19Updated 9 months ago
- Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"☆12Updated 10 months ago
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆39Updated 7 months ago
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆70Updated 3 weeks ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆37Updated 4 months ago
- LCDFormer☆10Updated last year
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆41Updated 3 weeks ago
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆24Updated 3 weeks ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆13Updated 5 months ago