Alternatives and similar repositories for weatherbench2

Users that are interested in weatherbench2 are comparing it to the libraries listed below

• neuralgcm / dinosaur
  NeuralGCM's differentiable dycore
  ☆280Updated 2 weeks 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…
  ☆240Updated 2 weeks ago
• ecmwf-lab / ai-models
  ☆495Updated 3 months ago
• NVlabs / FourCastNet
  Initial public release of code, data, and model weights for FourCastNet
  ☆586Updated last year
• neuralgcm / neuralgcm
  Hybrid ML + physics model of the Earth's atmosphere
  ☆836Updated last week
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆234Updated 6 months ago
• aditya-grover / climate-learn
  Source code for ClimateLearn
  ☆334Updated last year
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆266Updated last month
• openclimatefix / metnet
  PyTorch Implementation of Google Research's MetNet and MetNet-2
  ☆268Updated 2 weeks ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆102Updated last week
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆170Updated last week
• leap-stc / ClimSim
  An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
  ☆150Updated 4 months ago
• shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
  A comprehesive survey about foundation models for weather and cliamte data understanding.
  ☆233Updated 4 months ago
• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆196Updated this week
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆403Updated last year
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆217Updated last year
• microsoft / aurora
  Implementation of the Aurora model for Earth system forecasting
  ☆605Updated last week
• pangeo-data / WeatherBench
  A benchmark dataset for data-driven weather forecasting
  ☆765Updated last year
• NASA-IMPACT / Prithvi-WxC
  Implementation of the Prithvi WxC Foundation Model and Downstream Tasks
  ☆143Updated 2 months ago
• NVIDIA / makani
  Massively parallel training of machine-learning based weather and climate models
  ☆252Updated last month
• ecmwf-lab / ai-models-panguweather
  ☆102Updated 9 months ago
• ecmwf-lab / ai-models-graphcast
  ☆83Updated 9 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆144Updated last week
• google-research / arco-era5
  Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
  ☆385Updated last month
• darothen / ai-models-for-all
  Run AI NWP forecasts hassle-free, serverless in the cloud!
  ☆113Updated last year
• ecmwf-lab / ai-models-fourcastnetv2
  ☆67Updated last year
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆250Updated 2 weeks ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆72Updated 2 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆126Updated last year
• ecmwf / climetlab
  Python package for easy access to weather and climate data
  ☆380Updated 7 months ago