[IEEE TETCI 2025] Official repository of the PETformer paper: "PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
☆13Dec 6, 2024Updated last year
Alternatives and similar repositories for PETformer
Users that are interested in PETformer are comparing it to the libraries listed below
Sorting:
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆30Feb 12, 2025Updated last year
- ☆16Jan 20, 2025Updated last year
- ☆71Oct 7, 2025Updated 5 months ago
- ☆11Jun 19, 2024Updated last year
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆80Nov 27, 2025Updated 3 months ago
- ☆31Jul 1, 2024Updated last year
- [KDD'24] Ofiicial implementation of paper "Generative Pretrained Hierarchical Transformer for Time Series Forecasting"☆37Jul 3, 2025Updated 8 months ago
- DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization☆12Jun 15, 2022Updated 3 years ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆41Jan 16, 2025Updated last year
- Official implementation of "Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting" (https://arxiv.org/abs/…☆104Apr 22, 2025Updated 10 months ago
- ☆47Dec 16, 2023Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 3 months ago
- This repo provide code for paper "FedCBO: Reaching Consensus in Clustered Federated Learning through Consensus-based Optimization".☆11May 4, 2023Updated 2 years ago
- ☆13Jun 22, 2021Updated 4 years ago
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 9 months ago
- Julia implementation of random forests for classification and regression with conformal prediction☆16Apr 11, 2018Updated 7 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Nov 25, 2023Updated 2 years ago
- ☆137Feb 7, 2023Updated 3 years ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆20Aug 8, 2025Updated 7 months ago
- A MATLAB toolbox for studying steady-state and transient stability of power systems with integrated vehicle to grid.☆18Apr 12, 2016Updated 9 years ago
- Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the p…☆20Nov 13, 2023Updated 2 years ago
- Explainable Constraint Solving - A Hands-On Tutorial☆23Nov 28, 2025Updated 3 months ago
- ☆24Sep 25, 2024Updated last year
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆36Jan 27, 2026Updated last month
- ☆43Jun 11, 2024Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆59Oct 2, 2024Updated last year
- Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the thesis I wrote as …☆16Feb 19, 2024Updated 2 years ago
- MEAformer: An all-MLP Transformer with Temporal External Attention for Long-term Time Series Forecasting☆14Apr 27, 2024Updated last year
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆49Aug 7, 2025Updated 7 months ago
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- ☆13Aug 8, 2024Updated last year
- Papers for LLM and foundation models for time series analytics☆47Oct 15, 2024Updated last year
- Implementation of 3 Proposed Consensus Based Economic Dispatch Optimization Algorithms☆16Mar 15, 2018Updated 8 years ago
- Code for TIP 2024 paper: Sparse Coding Inspired LSTM and Self-Attention Integration for Medical Image Segmentation☆13Oct 28, 2024Updated last year
- About Official implementation of "KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecas…☆20Jul 15, 2025Updated 8 months ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆15Jun 17, 2024Updated last year
- Official implementation of paper: LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Serie…☆18Dec 19, 2025Updated 3 months ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆25Jun 27, 2025Updated 8 months ago
- Mamba for Multivariate Time Series Forecasting☆85May 2, 2025Updated 10 months ago