NVIDIA / earth2studioLinks
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
☆239Updated this week
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…☆239Updated 8 months ago
- Implementation of the Prithvi WxC Foundation Model and Downstream Tasks☆148Updated last week
- A modular framework for evaluating weather forecasts☆120Updated last week
- ☆85Updated 11 months ago
- NeuralGCM's differentiable dycore☆292Updated last month
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆114Updated last year
- A benchmark for the next generation of data-driven global weather models.☆554Updated last month
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆257Updated this week
- Ai2 Climate Emulator☆116Updated 2 weeks ago
- ☆520Updated 6 months ago
- Research Software for Neural Weather Prediction for Limited Area Modeling☆175Updated 2 months ago
- ☆108Updated 11 months ago
- Massively parallel training of machine-learning based weather and climate models☆310Updated this week
- An ai-models plugin to run Microsoft's Aurora model☆14Updated 10 months ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆79Updated 4 months ago
- ☆67Updated last year
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆271Updated this week
- A generative foundation model for the kilometer-scale atmosphere☆70Updated 2 weeks ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆156Updated 6 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆45Updated last week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 6 months ago
- Core packages for Anemoi.☆73Updated this week
- Deep Learning Weather Prediction☆160Updated 5 years ago
- A lower-level API for Machine Learning inference in operations☆37Updated 2 months ago
- ☆196Updated 5 months ago
- Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.☆393Updated this week
- ☆46Updated 7 months ago
- Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch☆220Updated last year
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆42Updated last week
- A Python package for tackling diverse environmental prediction tasks with NPs.☆115Updated 3 months ago