EDAPINENUT / CLCRNLinks
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
☆132Updated 3 years ago
Alternatives and similar repositories for CLCRN
Users that are interested in CLCRN are comparing it to the libraries listed below
Sorting:
- [AAAI 2024]☆40Updated 3 months ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆96Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆172Updated 3 years ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆235Updated 4 months ago
- Advanced long-term earth system forecasting by learning the small-scale nature☆265Updated 3 weeks ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆133Updated last year
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆162Updated 3 months ago
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆48Updated last year
- 这个开源项目主要是对经典的时间序列预测算法论文进行复现,模型主要参考自GluonTS,框架主要参考自Informer☆128Updated 4 years ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆190Updated 7 months ago
- Official repository of STONE (KDD 2024)☆46Updated 3 weeks ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆63Updated last month
- ☆45Updated 3 weeks ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆36Updated 10 months ago
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆175Updated this week
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆180Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆184Updated 7 months ago
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆53Updated last week
- PyTorch implementation of AirFormer, AAAI-23☆141Updated 2 years ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆32Updated last year
- ☆15Updated 3 weeks ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 9 months ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆38Updated 4 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆92Updated 11 months ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆126Updated 5 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- Curated papers on survey paper "deep learning and foundation models for weather prediction".☆27Updated 2 weeks ago
- ☆80Updated 2 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated 2 years ago
- ☆15Updated 2 years ago