EDAPINENUT / CLCRN
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
☆128Updated 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☆32Updated last week
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆96Updated 2 years ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆199Updated last month
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆169Updated 2 years ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆125Updated 11 months ago
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆46Updated last year
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆96Updated last week
- Official repository of STONE (KDD 2024)☆44Updated 2 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆61Updated 3 weeks ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆178Updated 4 months ago
- 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☆123Updated 3 years ago
- PyTorch implementation of AirFormer, AAAI-23☆134Updated 2 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆174Updated 4 months ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆24Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆87Updated 8 months ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆35Updated 6 months ago
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆145Updated this week
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆18Updated 5 months ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆110Updated 2 months ago
- Code for DiffSTG☆70Updated last year
- ☆118Updated last year
- ☆42Updated last year
- Spatiotemporal graph convolutional network for wind speed prediction.☆38Updated last month
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ☆70Updated last month
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated last year
- Integrating Large Weather Models with Data Assimilation☆16Updated 11 months ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated last year
- ☆30Updated last year