EDAPINENUT / CLCRNLinks
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☆38Updated 2 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)☆170Updated 2 years ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆129Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆231Updated 3 months ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆145Updated 2 months ago
- Advanced long-term earth system forecasting by learning the small-scale nature☆258Updated last week
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆46Updated last year
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆185Updated 6 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☆126Updated 4 years ago
- Official repository of STONE (KDD 2024)☆48Updated 4 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆64Updated 2 weeks ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆35Updated 8 months ago
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆167Updated 2 weeks ago
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆182Updated last year
- ☆76Updated last month
- ICLR'2024 (Spotlight)☆21Updated last year
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 7 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆180Updated 6 months ago
- Code for TH-GNN (paper accepted by KDD2022)☆61Updated last year
- Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution☆128Updated 3 months ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆27Updated last year
- ☆14Updated 3 weeks ago
- PyTorch implementation of AirFormer, AAAI-23☆137Updated 2 years ago
- A Python Library for Deep Probabilistic Models☆160Updated 8 months ago
- ☆41Updated last year
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated 2 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated last year
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆120Updated 4 months ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆39Updated 3 months ago