PyTorch implementation of AirFormer, AAAI-23
☆164Dec 29, 2022Updated 3 years ago
Alternatives and similar repositories for AirFormer
Users that are interested in AirFormer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- add codes☆21Aug 22, 2021Updated 4 years ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- ☆15Aug 5, 2025Updated last year
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆43Feb 24, 2024Updated 2 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆45May 2, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆185Jan 3, 2025Updated last year
- PyTorch implementation of probabilistic deep forecast applied to air quality.☆27Dec 7, 2021Updated 4 years ago
- ☆29May 16, 2023Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆203Dec 12, 2024Updated last year
- ☆25Oct 16, 2025Updated 9 months ago
- ☆22Apr 4, 2025Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆146Dec 23, 2023Updated 2 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆27Jan 24, 2024Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆82Sep 4, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆41Sep 2, 2025Updated 11 months ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆136May 17, 2026Updated 2 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆301Oct 13, 2023Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆240Nov 15, 2025Updated 8 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 3 years ago
- Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.☆303Mar 6, 2025Updated last year
- The official repository of the PRformer paper: "PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting." This…☆66Oct 28, 2024Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆84Nov 30, 2025Updated 8 months ago
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 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.
- PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting☆227Jun 8, 2025Updated last year
- ☆304Jun 2, 2022Updated 4 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆39May 29, 2023Updated 3 years ago
- Graph Neural Network☆76Apr 16, 2024Updated 2 years ago
- ☆14Jan 22, 2025Updated last year
- ☆54Jun 13, 2023Updated 3 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,808Dec 23, 2025Updated 7 months ago
- Adaptive Graph Convolutional Recurrent Network☆441Feb 23, 2024Updated 2 years ago
- graph wavenet☆810Mar 14, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆22Jul 13, 2024Updated 2 years ago
- ☆27Aug 19, 2024Updated last year
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆135Mar 23, 2024Updated 2 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- ☆48Sep 2, 2022Updated 3 years ago
- Deep learning for prediction of air pollution trend in India☆39Dec 1, 2025Updated 8 months ago