shaowen310 / TimesMambaLinks
Mamba for Multivariate Time Series Forecasting
☆51Updated last month
Alternatives and similar repositories for TimesMamba
Users that are interested in TimesMamba are comparing it to the libraries listed below
Sorting:
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆50Updated 7 months ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆94Updated 7 months ago
- ☆45Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆43Updated 7 months ago
- ☆60Updated 3 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆102Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆54Updated 3 months ago
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆84Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆37Updated 8 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆181Updated 10 months ago
- ☆20Updated 10 months ago
- ☆58Updated 4 months ago
- Time Series Forecasting, Distribution Shift☆87Updated last year
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆45Updated 2 years ago
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated 10 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆60Updated 4 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆52Updated last year
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆124Updated 8 months ago
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆39Updated 2 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆172Updated last year
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆61Updated 2 months ago
- ☆76Updated last year
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆85Updated 7 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆120Updated 5 months ago
- ☆59Updated 5 months ago
- ☆53Updated 2 years ago
- ☆18Updated 11 months ago
- [ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This wor…☆30Updated 2 weeks ago
- ☆55Updated 7 months ago
- [Under Review] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." Thi…☆131Updated 7 months ago