shaowen310 / TimesMambaLinks
Mamba for Multivariate Time Series Forecasting
☆54Updated 3 months ago
Alternatives and similar repositories for TimesMamba
Users that are interested in TimesMamba are comparing it to the libraries listed below
Sorting:
- ☆46Updated last year
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆59Updated 9 months ago
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated 11 months ago
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆87Updated last year
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆107Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆65Updated 4 months ago
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆128Updated 9 months ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆178Updated last year
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆67Updated 5 months ago
- ☆23Updated 11 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆186Updated last year
- ☆98Updated last month
- [Under Review] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." Thi…☆133Updated last week
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆49Updated 9 months ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆51Updated last month
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆208Updated 10 months ago
- ☆60Updated 6 months ago
- ☆63Updated 5 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆52Updated last year
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆95Updated 8 months ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆184Updated last year
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆79Updated 3 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆59Updated 5 months ago
- ☆88Updated last year
- Time Series Forecasting, Distribution Shift☆92Updated 2 years ago
- ☆15Updated this week
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆122Updated 3 weeks ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆27Updated 11 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Updated 3 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆38Updated 7 months ago