Code for our Information Fusion paper MGSFformer: A Multi-Granularity Spatiotemporal Fusion Transformer for air quality prediction
☆74Aug 11, 2024Updated last year
Alternatives and similar repositories for MGSFformer
Users that are interested in MGSFformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆62Jan 30, 2024Updated 2 years ago
- Dynamic frequency domain graph convolution for traffic prediction☆70Sep 23, 2025Updated 9 months ago
- 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
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆278Oct 16, 2023Updated 2 years ago
- Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.☆305Mar 6, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆429Dec 10, 2023Updated 2 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,792Dec 23, 2025Updated 6 months ago
- The main code of our proposed multi-resolution interactive transformer☆11May 16, 2025Updated last year
- add codes☆21Aug 22, 2021Updated 4 years ago
- Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.☆26May 26, 2025Updated last year
- This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.☆20May 16, 2025Updated last year
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆21Jul 13, 2024Updated last year
- EMD-VMD-TCN short-term load forecasting☆15Jun 10, 2023Updated 3 years ago
- PyTorch implementation of AirFormer, AAAI-23☆164Dec 29, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- multi-objective optimization, single-objective optimization and reinforcement learning in the field of ensemble learning and time series …☆27Sep 27, 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
- This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.☆11Jul 28, 2023Updated 2 years ago
- ☆41Oct 16, 2024Updated last year
- This project has applied Machine Learning and Deep Learning techniques to analyse and predict the Air Quality in Beijing.☆19Sep 19, 2022Updated 3 years ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 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
- [ICME-2022] Official implementations of Localizing Semantic Patches for Accelerating Image Classification☆16Jul 1, 2022Updated 4 years ago
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆37Nov 7, 2025Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 局域均值分解的python实现☆15Nov 29, 2018Updated 7 years ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- Scheduling Strategy of Electric Vehicle Charging Considering Different Requirements of Power Grid and Users☆10Apr 16, 2021Updated 5 years ago
- Implemented e-NSGA II Algorithm to solve a classical hub-location and vehicle scheduling problem☆10Jul 4, 2021Updated 5 years ago
- DCRNN的Pytorch实现☆11Jun 21, 2023Updated 3 years ago
- The Project is a prototype for Emergency evacuation and simulations in Indian context. Major focus of this project is nuclear plant, chem…☆11May 24, 2016Updated 10 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆39Jun 25, 2025Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆83Nov 30, 2025Updated 7 months ago
- This project aims to develop a machine learning model that predicts the demand for bike sharing in a given location. By analyzing histori…☆11Jul 21, 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.
- Code samples for Integer Programming project on Lagrangian Relaxation techniques for resource-constrained shortest path problems☆12Apr 2, 2017Updated 9 years ago
- ☆11Jun 6, 2023Updated 3 years ago
- Implementation of paper "D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching"☆14Dec 30, 2023Updated 2 years ago
- Runner-up team (2nd place) in AI4VN2022: Air Quality Forcasting Challenge☆31Jul 12, 2023Updated 2 years ago
- CS230 Deep Learning project forecasting PM2.5 pollution using weather data☆11Nov 24, 2020Updated 5 years ago
- This repository includes ncl scripts that can be used to process CMAQ and WRF outputs. This includes but not limited to topographic plots…☆13Dec 18, 2021Updated 4 years ago
- 免费公益机场节点分享☆19Oct 26, 2024Updated last year