This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
☆20May 16, 2025Updated last year
Alternatives and similar repositories for GAT-Informer
Users that are interested in GAT-Informer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The main code of our proposed multi-resolution interactive transformer☆11May 16, 2025Updated last year
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆11Jul 28, 2023Updated 2 years ago
- multi-objective optimization, single-objective optimization and reinforcement learning in the field of ensemble learning and time series …☆27Sep 27, 2023Updated 2 years ago
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆21Jun 17, 2025Updated last year
- Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China☆15Sep 30, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Dynamic ensemble learning based on RL and multi-objective optimization. Deep reinforcement learning and NSGA2 are combined to realize dy…☆32Jul 28, 2023Updated 2 years ago
- [ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification☆16Jul 1, 2022Updated 4 years ago
- KDD Cup 2022 Baidu Wind Power Forecast项目：百度风电功率预测赛 (Paddle Track 5th)☆13Jul 29, 2022Updated 3 years ago
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- 登录脚本☆12Nov 4, 2022Updated 3 years ago
- BG-CNN: A Hybrid Fault Diagnosis Method for Improved Fault Isolation. This repository presents the BG-CNN method, a novel approach that …☆12Jun 25, 2024Updated 2 years ago
- ☆14Apr 21, 2022Updated 4 years ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆53Aug 7, 2025Updated 11 months ago
- Code for our CIKM'23 paper DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction☆81Nov 2, 2023Updated 2 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- An end-to-end infrared and visible light enhancement fusion algorithm based on SwinTransformer☆13Feb 14, 2025Updated last year
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 5 years ago
- [TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition☆27Jul 14, 2023Updated 3 years ago
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆26May 26, 2025Updated last year
- 一种新的基于动态图注意力网络和标签传播策略的半监督故障诊断方法☆41May 10, 2023Updated 3 years ago
- [ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables☆23Mar 10, 2026Updated 4 months ago
- An Informer-LSTM model for State-of-Charge Estimation of Lithium-Ion Batteries☆154Aug 3, 2023Updated 2 years ago
- Attention-based Fusion Router for RGBT Tracking☆17Jul 8, 2025Updated last year
- Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing☆96Mar 12, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 8 months ago
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated 2 years ago
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆37Nov 7, 2025Updated 8 months ago
- ☆19Jan 17, 2024Updated 2 years ago
- Deep learning based state estimation: incorporating Transformer and LSTM to Kalman Filter with EM algorithm.☆14Jan 5, 2026Updated 6 months ago
- Code for abstracting, evaluating, and visualizing Markov Decision Processes.☆10Jan 12, 2017Updated 9 years ago
- 基于深度学习的风电机组机械故障智能识别方法研究☆15Apr 13, 2024Updated 2 years ago
- A Decision Support System (DSS) based on the Graph Model for Conflict Resolution (GMCR).☆15Apr 4, 2020Updated 6 years ago
- ☆10May 9, 2019Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [ICLR 2025] Official implementation of "Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting"☆30Oct 30, 2025Updated 8 months ago
- This project analyzes NASA's battery datasets to predict the State of Health (SOH) by extracting Health Indices (HI’s) and conducting cor…☆14Feb 13, 2024Updated 2 years ago
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- remote sensing scene classification☆12Mar 1, 2023Updated 3 years ago
- ☆10Jul 5, 2019Updated 7 years ago
- Kaggle TGS Salt Identification Challenge (top 1%)☆15Nov 28, 2018Updated 7 years ago
- A community-driven AI automation framework that builds upon the incredible work of the open source community. Our goal is to combine lang …☆14Mar 23, 2025Updated last year