Secure-and-Intelligent-Systems-Lab / WPMixerLinks
WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)
☆43Updated this week
Alternatives and similar repositories for WPMixer
Users that are interested in WPMixer are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆54Updated 3 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
- ☆45Updated last year
- ☆93Updated 2 weeks ago
- PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…☆45Updated 2 years ago
- ☆20Updated 10 months ago
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆50Updated 7 months ago
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆43Updated 7 months ago
- ☆59Updated 5 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆38Updated 5 months ago
- UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model☆52Updated last year
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆60Updated 4 months ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆37Updated 8 months ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆38Updated last month
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆54Updated 4 months ago
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆74Updated last month
- ☆18Updated 11 months ago
- ☆29Updated 6 months ago
- ☆58Updated 4 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆102Updated last year
- ☆53Updated 2 years ago
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆105Updated 2 months ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆26Updated 9 months ago
- ☆11Updated 10 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
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆13Updated 5 months ago
- [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective☆19Updated 7 months ago
- [AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"☆61Updated 2 months ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆50Updated 9 months ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆38Updated 5 months ago