shaowen310 / TimesMambaLinks
Mamba for Multivariate Time Series Forecasting
☆58Updated 3 months ago
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"☆60Updated 9 months ago
- ☆46Updated last year
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆181Updated last year
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆108Updated last year
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆131Updated 10 months ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆66Updated 5 months ago
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆90Updated last year
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆63Updated 6 months ago
- ☆99Updated 2 months ago
- ☆68Updated 5 months ago
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated last year
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆55Updated last week
- [Under Review] The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting." Thi…☆134Updated last month
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆186Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆50Updated 10 months ago
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆120Updated 2 years ago
- ☆23Updated last year
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆80Updated 4 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆54Updated last year
- ☆30Updated 2 months ago
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆215Updated 11 months ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆48Updated 2 years ago
- ☆62Updated 9 months ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆94Updated 9 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆191Updated last year
- Time Series Forecasting, Distribution Shift☆94Updated 2 years ago
- ☆232Updated last year
- ☆61Updated this week
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆27Updated last year
- ☆34Updated 6 months ago