microsoft / auroraLinks
Implementation of the Aurora model for Earth system forecasting
☆785Updated this week
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.☆577Updated 2 weeks ago
- Hybrid ML + physics model of the Earth's atmosphere☆890Updated this week
- ☆536Updated 8 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆275Updated last week
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆247Updated 11 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆166Updated 3 months ago
- NeuralGCM's differentiable dycore☆307Updated this week
- Research Software for Neural Weather Prediction for Limited Area Modeling☆182Updated this week
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆318Updated 4 months ago
- Initial public release of code, data, and model weights for FourCastNet☆629Updated 2 years ago
- A modular framework for evaluating weather forecasts☆150Updated this week
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆294Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 9 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆232Updated 2 years ago
- Source code for ClimateLearn☆350Updated last year
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆420Updated 2 months ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆268Updated 9 months ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆284Updated this week
- Massively parallel training of machine-learning based weather and climate models☆337Updated last week
- ☆70Updated 8 months ago
- ☆90Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆207Updated 4 months ago
- ☆47Updated 10 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆151Updated last year
- Official implementation of Earthformer☆427Updated 2 years ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆50Updated last week
- ☆164Updated 6 months ago
- ☆68Updated last year
- A benchmark dataset for data-driven weather forecasting☆797Updated last year
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆115Updated last year