EDAPINENUT / CLCRN
This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022
☆126Updated 2 years ago
Alternatives and similar repositories for CLCRN:
Users that are interested in CLCRN are comparing it to the libraries listed below
- AAAI'2024☆26Updated 6 months ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆93Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆163Updated 2 years ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆149Updated 2 months ago
- An official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆116Updated 8 months ago
- TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting☆55Updated this week
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆154Updated last month
- An official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆35Updated 11 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆45Updated 8 months ago
- Official repository of STONE (KDD 2024)☆40Updated last month
- 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☆117Updated 3 years ago
- ☆37Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆171Updated last month
- PyTorch implementation of AirFormer, AAAI-23☆125Updated 2 years ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆80Updated 5 months ago
- An official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆94Updated 2 months ago
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆182Updated 8 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆13Updated last year
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）☆35Updated 3 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆82Updated 6 months ago
- ICLR'2024 (Spotlight)☆17Updated 7 months ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆55Updated 4 months ago
- Code for DiffSTG☆64Updated 11 months ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆19Updated last year
- Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0☆73Updated 8 months ago
- Official PyTorch Code for Paper: PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners☆86Updated 4 months ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆36Updated 3 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago