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.☆10Jul 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
- 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
- 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
- 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.
- 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
- [ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification☆16Jul 1, 2022Updated 3 years ago
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆20Jun 17, 2025Updated 11 months ago
- [ICLR 2025] Official implementation of "Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting"☆30Oct 30, 2025Updated 6 months ago
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆25May 26, 2025Updated 11 months ago
- 登录脚本☆12Nov 4, 2022Updated 3 years ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆52Aug 7, 2025Updated 9 months ago
- Chen et al., 2020, Diagnosing tunnel collapse sections based on TBM……, Tunneling and underground space.☆13Dec 14, 2020Updated 5 years ago
- [TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition☆27Jul 14, 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.
- 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☆40May 10, 2023Updated 3 years ago
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆42Jan 27, 2026Updated 3 months ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 5 years ago
- Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing☆95Mar 12, 2025Updated last year
- This is the official repository for the ICLR 2025 Conference Paper - Fast and Slow Streams for Online Time Series Forecasting without Inf…☆18Apr 30, 2025Updated last year
- ☆29Updated this week
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated last year
- Deep learning based state estimation: incorporating Transformer and LSTM to Kalman Filter with EM algorithm.☆13Jan 5, 2026Updated 4 months ago
- Code for abstracting, evaluating, and visualizing Markov Decision Processes.☆10Jan 12, 2017Updated 9 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 6 months ago
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- ESA's anomaly dataset of real satellite telemetry from three ESA missions☆18Jun 5, 2025Updated 11 months ago
- remote sensing scene classification☆12Mar 1, 2023Updated 3 years ago
- Implementation of followinf estimation algorithms in python: Kalman Filter, Extended Kalman Filter, Unscented Kalman Filter, Cubature Kal…☆11Dec 2, 2023Updated 2 years ago
- ☆10Jul 5, 2019Updated 6 years ago
- Clustering-based Forecasting Method for Individual End-consumer Electricity Consumption Using Smart Grid Data☆10Nov 26, 2018Updated 7 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.
- ☆12Dec 28, 2023Updated 2 years ago
- Kaggle TGS Salt Identification Challenge (top 1%)☆15Nov 28, 2018Updated 7 years 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
- Using particle filtering algorithm to estimate the residual life of lithium ion batteries, the university of Maryland public data set is …☆34Sep 19, 2023Updated 2 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…☆12Mar 23, 2025Updated last year
- Open-source tool to get a pre-trained deep learning model for solar forecasting purposes☆17Mar 13, 2025Updated last year
- 基于深度学习的风电机组机械故障智能识别方法研究☆13Apr 13, 2024Updated 2 years ago