The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method
☆25Dec 31, 2020Updated 5 years ago
Alternatives and similar repositories for HighAir
Users that are interested in HighAir are comparing it to the libraries listed below
Sorting:
- add codes☆20Aug 22, 2021Updated 4 years ago
- PyTorch implementation of probabilistic deep forecast applied to air quality.☆27Dec 7, 2021Updated 4 years ago
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆212Jun 8, 2025Updated 8 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆35Jun 25, 2025Updated 8 months ago
- ☆12Jul 6, 2023Updated 2 years ago
- AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.☆12Oct 16, 2021Updated 4 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆20Jul 13, 2024Updated last year
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆41Feb 24, 2024Updated 2 years ago
- ☆12Jul 17, 2020Updated 5 years ago
- PyTorch implementation of AirFormer, AAAI-23☆160Dec 29, 2022Updated 3 years ago
- ☆18Oct 16, 2025Updated 4 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆16Jan 26, 2026Updated last month
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated last month
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43May 2, 2024Updated last year
- ☆50Aug 5, 2025Updated 6 months ago
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 years ago
- NeurIPS文章+代码（最新2021更新）☆22Nov 24, 2021Updated 4 years ago
- NDE: Climate Modeling with Neural Diffusion Equation, ICDM'21☆24Apr 14, 2022Updated 3 years ago
- Neural Manifold Operators (KDD 2024)☆25Dec 10, 2024Updated last year
- CenterTrack training for 2D object tracking☆16Jun 29, 2020Updated 5 years ago
- Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch☆22Feb 9, 2026Updated 3 weeks ago
- ☆49May 24, 2022Updated 3 years ago
- ☆31Apr 12, 2024Updated last year
- Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…☆52Feb 19, 2020Updated 6 years ago
- Repository of KDD Cup, 2018.☆54Jul 4, 2018Updated 7 years ago
- Digital Typhoon Dataset☆32Aug 11, 2025Updated 6 months ago
- Framework for 0-D Atmospheric Modeling☆76Nov 13, 2025Updated 3 months ago
- MSSTN: Multi-Scale Spatial-Temporal Network for Air Pollution Prediction☆25Dec 12, 2019Updated 6 years ago
- 一个通用的确定 性预报准确率测评工具包☆32Feb 1, 2026Updated last month
- This study develops a non-invasive electronic nose system for real-time infection monitoring in neonatal incubators by identifying pathog…☆11Oct 13, 2025Updated 4 months ago
- An end-to-end infrared and visible light enhancement fusion algorithm based on SwinTransformer☆13Feb 14, 2025Updated last year
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆37Jul 30, 2020Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- Exploring Moving Mnist dataset with forecasting algorithms☆31Apr 12, 2023Updated 2 years ago
- ☆11Jul 15, 2021Updated 4 years ago
- Next generation modeling platform☆12Nov 13, 2025Updated 3 months ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Mar 6, 2022Updated 3 years ago
- Official ISO/TC 211 Ontologies (input to def.iotc211.org)☆10Mar 9, 2022Updated 3 years ago