NVIDIA / earth2studioLinks
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
☆318Updated 2 weeks ago
Alternatives and similar repositories for earth2studio
Users that are interested in earth2studio are comparing it to the libraries listed below
Sorting:
- Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…☆249Updated last year
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆171Updated 4 months ago
- A modular framework for evaluating weather forecasts☆167Updated 2 weeks ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆277Updated last week
- Run AI-based weather forecasting models with ECMWF data☆542Updated 2 weeks ago
- ☆92Updated last year
- A benchmark for the next generation of data-driven global weather models.☆585Updated 2 months ago
- Ai2 Climate Emulator: fast machine learning models for weather and climate prediction☆159Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆116Updated last year
- An ai-models plugin to run Microsoft's Aurora model☆16Updated last year
- NeuralGCM's differentiable dycore☆309Updated this week
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆159Updated 11 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆189Updated this week
- A generative foundation model for the kilometer-scale atmosphere☆88Updated 2 weeks ago
- ☆112Updated last year
- ☆67Updated last year
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆287Updated last week
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆90Updated 8 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆431Updated last month
- The repository of the WeatherGenerator project☆96Updated this week
- Massively parallel training of machine-learning based weather and climate models☆342Updated last week
- MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.☆63Updated 2 weeks ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆105Updated 10 months ago
- Core packages for Anemoi.☆101Updated this week
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆90Updated this week
- A Python package for tackling diverse environmental prediction tasks with NPs.☆119Updated 2 months ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆154Updated 2 years ago
- ☆51Updated last year
- A lower-level API for Machine Learning inference in operations☆37Updated 3 weeks ago
- ☆45Updated last year