kyegomez / metnet3

Related projects ⓘ

Alternatives and complementary repositories for metnet3

• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆52Updated 6 months ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated 8 months ago
• tpys / ai-models-fuxi
  ☆46Updated 6 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆35Updated 6 months ago
• ecmwf-lab / ai-models-fourcastnet
  ☆21Updated 9 months ago
• lucidrains / metnet3-pytorch
  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch
  ☆202Updated last year
• ecmwf-lab / ai-models-panguweather
  ☆92Updated 2 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆27Updated 2 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 3 years ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆118Updated this week
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆25Updated 2 years ago
• raspstephan / nwp-downscale
  ☆38Updated 3 years ago
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆25Updated last year
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆88Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆96Updated 11 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆38Updated 4 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆27Updated last year
• ecmwf-lab / ml-training-course
  ☆16Updated 8 months ago
• ecmwf-lab / ai-models-graphcast
  ☆68Updated 2 months ago
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆31Updated 6 months ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆66Updated 3 years ago
• CIRA-ML / custom_loss_functions
  Repository for "CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences"
  ☆15Updated 3 years ago
• ecmwf-lab / ai-models-fourcastnetv2
  ☆58Updated 9 months ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆23Updated last year
• NVIDIA / earth2studio
  Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
  ☆103Updated this week
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆38Updated 3 years ago
• leap-stc / ChaosBench
  ☆20Updated last week
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆73Updated this week
• NVIDIA / earth2mip
  Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI mod…
  ☆203Updated this week
• Gufrannn / W-MAE
  ☆30Updated 7 months ago