taohan10200 / WEATHER-5KLinks
Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark
☆83Updated last year
Alternatives and similar repositories for WEATHER-5K
Users that are interested in WEATHER-5K are comparing it to the libraries listed below
Sorting:
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated last year
- ☆71Updated 9 months ago
- ☆47Updated 9 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆116Updated 9 months ago
- ☆30Updated last year
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆43Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆145Updated 2 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆33Updated 6 months ago
- Integrating Large Weather Models with Data Assimilation☆22Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆90Updated 8 months ago
- ☆14Updated last year
- ☆48Updated 4 months ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated 2 years ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆19Updated 8 months ago
- ☆53Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆224Updated 5 months ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆27Updated last year
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 3 years ago
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆19Updated 6 months ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆49Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 3 years ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Updated 11 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆19Updated last week
- ☆155Updated last week
- Deep learning for multi-year ENSO forecasts Reproduction☆56Updated last year
- An implementation of "metnet3" in Pytorch☆37Updated 2 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆110Updated 3 months ago