Alternatives and similar repositories for WeatherReal-Benchmark

Users that are interested in WeatherReal-Benchmark are comparing it to the libraries listed below

• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆64Updated last year
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆75Updated 2 months ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆86Updated 4 months ago
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆60Updated last week
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆98Updated 4 months ago
• 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…
  ☆84Updated 5 months ago
• tpys / FuXi-S2S
  ☆29Updated last week
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆41Updated last week
• ai2cm / ace
  Ai2 Climate Emulator
  ☆105Updated this week
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆39Updated last year
• ecmwf / anemoi-inference
  ☆28Updated this week
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 8 months ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• duncanwp / ClimateBench
  ☆91Updated last year
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆93Updated 11 months ago
• gcouairon / ArchesWeather
  ☆44Updated 6 months ago
• tpys / ai-models-fuxi
  ☆49Updated last year
• brightbandtech / nnja-ai
  Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
  ☆47Updated 3 weeks ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 4 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆62Updated 3 years ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• google-research / weatherbenchX
  A modular framework for evaluating weather forecasts
  ☆109Updated this week
• ecmwf / anemoi-models
  ☆41Updated 6 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆16Updated 2 years ago
• ecmwf / anemoi-core
  Core packages for Anemoi.
  ☆60Updated this week