tung-nd / stormerLinks
☆69Updated 8 months ago
Alternatives and similar repositories for stormer
Users that are interested in stormer are comparing it to the libraries listed below
Sorting:
- ☆45Updated 8 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆182Updated 2 weeks ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆77Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆113Updated 8 months ago
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆27Updated 8 months ago
- ☆47Updated 10 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 9 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆50Updated this week
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆275Updated last week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆87Updated 7 months ago
- Data access package for the SubseasonalClimateUSA dataset☆35Updated last year
- A modular framework for evaluating weather forecasts☆150Updated this week
- ☆35Updated 4 months ago
- ☆30Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆29Updated last year
- Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset☆29Updated 2 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆282Updated last week
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆16Updated 4 months ago
- ☆68Updated last year
- Starter Kit for the NeurIPS 2022 Weather4cast competition☆55Updated 2 years ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆38Updated 7 months ago
- Subseasonal forecasting models☆54Updated 9 months ago
- ☆35Updated 2 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated 2 weeks ago
- Diffusion for climate downscaling☆74Updated last year
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆232Updated 2 years ago
- Uncertainty quantification for data-driven weather models.☆14Updated 7 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆140Updated last month
- A collection of research papers on Diffusion Models for Weather Forecasting.☆207Updated 4 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆268Updated 9 months ago