Implementation of the Aurora model for Earth system forecasting
☆847Nov 20, 2025Updated 4 months ago
Alternatives and similar repositories for aurora
Users that are interested in aurora are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆591Jan 16, 2026Updated 2 months ago
- Run AI-based weather forecasting models with ECMWF data☆561Dec 17, 2025Updated 3 months ago
- Hybrid ML + physics model of the Earth's atmosphere☆956Mar 13, 2026Updated last week
- A modular framework for evaluating weather forecasts☆190Mar 13, 2026Updated last week
- NeuralGCM's differentiable dycore☆319Mar 2, 2026Updated 2 weeks ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆344Jun 23, 2025Updated 8 months ago
- Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.☆40Apr 2, 2025Updated 11 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆695Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆244Updated this week
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Aug 16, 2024Updated last year
- ☆77Mar 17, 2025Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆181Feb 5, 2026Updated last month
- Foundation model for weather & climate☆685Sep 30, 2023Updated 2 years ago
- ☆37Jul 5, 2025Updated 8 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆36Jun 25, 2025Updated 8 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆55Updated this week
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆454Mar 3, 2026Updated 2 weeks ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆161Dec 20, 2023Updated 2 years ago
- Initial public release of code, data, and model weights for FourCastNet☆656Oct 2, 2023Updated 2 years ago
- An official implementation of Pangu-Weather☆1,321Jan 12, 2024Updated 2 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆121Mar 18, 2025Updated last year
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆254Jan 28, 2026Updated last month
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆286Updated this week
- ☆6,559Nov 10, 2025Updated 4 months ago
- Tooling for creating, visualising and storing data-driven weather-model graphs☆27Mar 9, 2026Updated last week
- A benchmark dataset for data-driven weather forecasting☆814Dec 8, 2023Updated 2 years ago
- The repository of the WeatherGenerator project☆110Mar 13, 2026Updated last week
- Benchmarking of weather forecasts based on station observations☆86Jul 1, 2025Updated 8 months ago
- ☆190May 17, 2025Updated 10 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Apr 17, 2025Updated 11 months ago
- ☆48Jan 9, 2025Updated last year
- ☆51Feb 28, 2026Updated 2 weeks ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆243Jul 15, 2025Updated 8 months ago
- ☆15May 9, 2024Updated last year
- Inference of Machine Learning weather forecasting models☆35Mar 13, 2026Updated last week
- ☆30Apr 15, 2024Updated last year
- [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion☆30Mar 7, 2025Updated last year
- Differentiable signal processing on the sphere for PyTorch☆653Updated this week
- [ICML 2025] OneForecast: A Universal Framework for Global and Regional Weather Forecasting☆207Mar 1, 2026Updated 2 weeks ago