This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
☆20May 16, 2025Updated 11 months ago
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 11 months ago
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆20Jun 17, 2025Updated 10 months ago
- 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 last year
- ☆14Apr 21, 2022Updated 4 years ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆51Aug 7, 2025Updated 8 months ago
- An end-to-end infrared and visible light enhancement fusion algorithm based on SwinTransformer☆13Feb 14, 2025Updated last year
- Code for our CIKM'23 paper DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction☆81Nov 2, 2023Updated 2 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆38Jan 27, 2026Updated 3 months ago
- 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 2 years ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 5 years ago
- ☆24Jan 28, 2026Updated 3 months ago
- An Informer-LSTM model for State-of-Charge Estimation of Lithium-Ion Batteries☆150Aug 3, 2023Updated 2 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
- ☆19Jan 17, 2024Updated 2 years ago
- Attention-based Fusion Router for RGBT Tracking☆17Jul 8, 2025Updated 9 months ago
- An unofficial, simple pytorch implementation of the paper "C-Mamba: Channel Correlation Enhanced State Space Models for Multivariate Time…☆18Jul 19, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Quadcopter control with RL☆16Nov 8, 2021Updated 4 years ago
- Deep learning based state estimation: incorporating Transformer and LSTM to Kalman Filter with EM algorithm.☆13Jan 5, 2026Updated 3 months ago
- Code for abstracting, evaluating, and visualizing Markov Decision Processes.☆10Jan 12, 2017Updated 9 years ago
- ☆10May 9, 2019Updated 6 years ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 5 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 10 months ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆31Jul 13, 2024Updated last year
- remote sensing scene classification☆12Mar 1, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- 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 …☆33Sep 19, 2023Updated 2 years ago
- Open-source tool to get a pre-trained deep learning model for solar forecasting purposes☆17Mar 13, 2025Updated last year