Alternatives and similar repositories for earth2studio

Users that are interested in earth2studio are comparing it to the libraries listed below

• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆231Updated 5 months ago
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆142Updated last month
• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆270Updated 3 weeks ago
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆113Updated last year
• ecmwf-lab / ai-models-fourcastnetv2
  ☆65Updated last year
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆90Updated this week
• ecmwf-lab / ai-models-panguweather
  ☆102Updated 7 months ago
• ecmwf-lab / ai-models-graphcast
  ☆81Updated 7 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆162Updated 3 months ago
• openclimatefix / graph_weather
  PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.0…
  ☆235Updated this week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆92Updated 3 months ago
• ecmwf-lab / ai-models
  ☆478Updated 2 months ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆70Updated last month
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆122Updated last year
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆522Updated this week
• alan-turing-institute / deepsensor
  A Python package for tackling diverse environmental prediction tasks with NPs.
  ☆112Updated 2 weeks ago
• ecmwf-lab / ai-models-aurora
  An ai-models plugin to run Microsoft's Aurora model
  ☆12Updated 7 months ago
• NVIDIA / modulus-makani
  Massively parallel training of machine-learning based weather and climate models
  ☆248Updated 4 months ago
• ecmwf-lab / ai-models-fourcastnet
  ☆21Updated last year
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆249Updated last week
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆342Updated this week
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆85Updated 2 months ago
• tpys / ai-models-fuxi
  ☆49Updated last year
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆97Updated 2 months ago
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆216Updated last year
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆36Updated this week
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆378Updated last week
• Earth-Intelligence-Lab / LocalizedWeatherGNN
  This repository contains the code and data for the paper "Multi-Modal Graph Neural Networks for Localized Off-Grid Weather Forecasting".
  ☆39Updated last week
• ecmwf-projects / mooc-machine-learning-weather-climate
  ☆194Updated 2 months ago
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆150Updated 3 months ago