ecmwf-lab / ai-modelsLinks
☆520Updated 6 months ago
Alternatives and similar repositories for ai-models
Users that are interested in ai-models are comparing it to the libraries listed below
Sorting:
- A benchmark for the next generation of data-driven global weather models.☆554Updated last month
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆239Updated 8 months ago
- ☆85Updated 11 months ago
- ☆108Updated 11 months ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆290Updated 2 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆257Updated this week
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆272Updated last week
- A cascade machine learning forecasting system for 15-day global weather forecast☆139Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆260Updated last week
- Initial public release of code, data, and model weights for FourCastNet☆606Updated last year
- Research Software for Neural Weather Prediction for Limited Area Modeling☆174Updated 2 months ago
- A package to download ECMWF open data☆255Updated 3 weeks ago
- Implementation of the Aurora model for Earth system forecasting☆719Updated last week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆80Updated 4 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆393Updated this week
- Python framework for short-term ensemble prediction systems.☆514Updated last month
- A list of Precipitation Nowcasting papers and related resources.☆166Updated 8 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆237Updated last week
- ☆196Updated 5 months ago
- A benchmark dataset for data-driven weather forecasting☆776Updated last year
- Hybrid ML + physics model of the Earth's atmosphere☆860Updated this week
- Deep Learning Weather Prediction☆160Updated 5 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆192Updated 5 years ago
- Example notebooks showing how to work with ECMWF services and data☆244Updated 3 weeks ago
- Python package for easy access to weather and climate data☆383Updated 9 months ago
- Core packages for Anemoi.☆73Updated this week
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆250Updated 6 months ago
- Official implementation of Earthformer☆408Updated 2 years ago
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- Source code for ClimateLearn☆339Updated last year