stitsyuk / xPatchLinks
[AAAI 2025] Official implementation of "xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition"
☆56Updated last month
Alternatives and similar repositories for xPatch
Users that are interested in xPatch are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆100Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆47Updated 2 months ago
- Time Series Forecasting, Distribution Shift☆86Updated last year
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆117Updated 2 years ago
- [VLDB 2024] A Multi-Scale Decomposition MLP-Mixer for Time Series Analysis☆92Updated 9 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆54Updated 3 months ago
- ☆44Updated last year
- Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping☆83Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆39Updated 7 months ago
- ☆19Updated 9 months ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆13Updated 5 months ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆21Updated 11 months ago
- Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"☆49Updated 7 months ago
- ☆52Updated 6 months ago
- "Self-Supervised Contrastive Learning for Long-term Forecasting", accepted at International Conference on Learning Representations (ICLR)…☆81Updated last year
- ☆55Updated 3 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆117Updated 4 months ago
- Code For Paper "ReFocus: Reinforcing Mid-Frequency and Key-Frequency Extraction for Multivariate Time Series Forecasting"☆15Updated last month
- ☆70Updated last year
- ☆35Updated 10 months ago
- ☆20Updated 6 months ago
- Mamba for Multivariate Time Series Forecasting☆48Updated last month
- ☆85Updated last year
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆22Updated 3 months ago
- [NeurIPS 2024] Official implementation of the paper "Are Self-Attentions Effective for Time Series Forecasting?"☆39Updated 5 months ago
- ☆57Updated 4 months ago
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆37Updated 2 years ago
- ☆18Updated 11 months ago
- Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks …☆100Updated last month
- ☆91Updated 3 months ago