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]☆44Updated 9 months ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆94Updated 3 years ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆189Updated 8 months ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆274Updated 3 months ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆142Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆179Updated 3 years ago
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆53Updated 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☆130Updated 4 years ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）☆37Updated last year
- Official repository of STONE (KDD 2024)☆50Updated 6 months ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆211Updated last year
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆67Updated 7 months ago
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆203Updated last month
- [IJCAI 2025] Official implementation of "T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models"☆72Updated 3 months ago
- ☆49Updated 6 months ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Updated last year
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆176Updated last year
- [ICLR 2024 Spotlight]☆26Updated last year
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆94Updated last year
- ☆16Updated 2 months ago
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆148Updated 10 months ago
- PyTorch implementation of AirFormer, AAAI-23☆158Updated 3 years ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆18Updated 11 months ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆39Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆35Updated 7 months ago
- KDD 2025: "Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"☆18Updated 8 months ago
- ☆17Updated last year
- Pathways for Renewable Energy Planning coupling Short-term Hydropower OperaTion☆526Updated last month