Alternatives and similar repositories for earth2mip

Users that are interested in earth2mip are comparing it to the libraries listed below

• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆318Updated 2 weeks ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆167Updated 2 weeks ago
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆171Updated 4 months ago
• ai2cm / ace
  Ai2 Climate Emulator: fast machine learning models for weather and climate prediction
  ☆159Updated this week
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆116Updated last year
• openclimatefix / graph_weather
  Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …
  ☆277Updated last week
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆88Updated 2 weeks ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆189Updated this week
• ecmwf-lab / ai-models
  Run AI-based weather forecasting models with ECMWF data
  ☆542Updated 2 weeks ago
• ecmwf-lab / ai-models-panguweather
  ☆112Updated last year
• ecmwf-lab / ai-models-graphcast
  ☆92Updated last year
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆159Updated 11 months ago
• tpys / ai-models-fuxi
  ☆51Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆90Updated 8 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆105Updated 10 months ago
• google-research / weatherbench2
  A benchmark for the next generation of data-driven global weather models.
  ☆585Updated 2 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆40Updated 9 months ago
• ecmwf-lab / ai-models-fourcastnetv2
  ☆67Updated last year
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆287Updated last week
• ecmwf-lab / ai-models-aurora
  An ai-models plugin to run Microsoft's Aurora model
  ☆16Updated last year
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆326Updated 6 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆51Updated 3 weeks ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆94Updated 10 months ago
• NCAR / miles-credit
  MILES Community Research Digital Intelligence Twin (CREDIT): research platform for AI numerical weather prediction models.
  ☆63Updated 2 weeks ago
• ecmwf-training / mooc-machine-learning-weather-climate
  ☆200Updated 9 months ago
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆90Updated this week
• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆309Updated this week
• ecmwf / anemoi-inference
  ☆33Updated last week
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆154Updated 2 years ago