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 4 years 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 this week
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆79Updated last year
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆88Updated last month
• 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
• duncanwp / ClimateBench
  ☆110Updated last year
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆32Updated last month
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆37Updated 2 years ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆92Updated 9 months ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆92Updated 2 years ago
• ai2cm / ace
  Ai2 Climate Emulator: fast machine learning models for weather and climate prediction
  ☆166Updated this week
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 3 years ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆34Updated 4 years 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
• 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
  ☆64Updated 2 weeks ago
• tpys / FuXi-S2S
  ☆36Updated 6 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆189Updated 2 weeks ago
• gcouairon / ArchesWeather
  ☆47Updated last year
• ecmwf / anemoi-inference
  ☆33Updated last week
• brightbandtech / ExtremeWeatherBench
  Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
  ☆91Updated this week
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 10 months ago
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 4 years ago
• meteofrance / py4cast
  Weather forecasting with Deep Learning
  ☆32Updated 2 months ago
• p-hss / consistency-climate-downscaling
  ☆36Updated 4 months ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆24Updated last week
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• ecmwf / anemoi-models
  ☆45Updated last year
• tpys / ai-models-fuxi
  ☆51Updated 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…
  ☆96Updated last year