NVIDIA / earth2mipLinks
Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.
☆246Updated last year
Alternatives and similar repositories for earth2mip
Users that are interested in earth2mip are comparing it to the libraries listed below
Sorting:
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆315Updated this week
- A modular framework for evaluating weather forecasts☆157Updated this week
- ☆112Updated last year
- Ai2 Climate Emulator☆148Updated last month
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆115Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆167Updated 3 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆188Updated this week
- ☆92Updated last year
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆276Updated this week
- ☆537Updated 9 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆89Updated 7 months ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 10 months ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆285Updated this week
- A generative foundation model for the kilometer-scale atmosphere☆87Updated last week
- ☆51Updated last year
- ☆200Updated 9 months ago
- An ai-models plugin to run Microsoft's Aurora model☆16Updated last year
- ☆67Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆104Updated 9 months ago
- NeuralGCM's differentiable dycore☆307Updated this week
- A benchmark for the next generation of data-driven global weather models.☆581Updated last month
- ☆33Updated this week
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆322Updated 5 months ago
- Diffusion for climate downscaling☆75Updated last year
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆50Updated 2 weeks ago
- Core packages for Anemoi.☆98Updated this week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆63Updated this week
- A cascade machine learning forecasting system for 15-day global weather forecast☆150Updated last year
- ☆45Updated 11 months ago