bycnfz / weather2k
☆39Updated last year
Alternatives and similar repositories for weather2k:
Users that are interested in weather2k are comparing it to the libraries listed below
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆14Updated last year
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆83Updated 6 months ago
- (Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding☆15Updated last week
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆17Updated 4 months ago
- ☆9Updated 5 months ago
- PyTorch implementation of AirFormer, AAAI-23☆129Updated 2 years ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆173Updated 2 months ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆18Updated 5 months ago
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆20Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆37Updated 10 months ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆16Updated 8 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆62Updated 5 months ago
- ☆10Updated 8 months ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆87Updated this week
- Multi-Step Spatio-Temporal Forecasting: https://authors.elsevier.com/sd/article/S0306-2619(22)01822-0☆76Updated 9 months ago
- ☆14Updated 2 years ago
- ☆80Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆15Updated 3 months ago
- Base-line model☆16Updated 3 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆56Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆32Updated 4 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆84Updated last week
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆23Updated 6 months ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆17Updated 9 months ago
- ICLR'2024 (Spotlight)☆18Updated 8 months ago
- Meta Transfer Learning for Lake Temperature Prediction☆21Updated 3 years ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago