Alternatives and similar repositories for GenerativeNowcasting

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

• OpheliaMiralles / wind-downscaling-gan
  ☆34Updated 2 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆72Updated 4 years ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated 2 weeks ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆66Updated last year
• p-hss / consistency-climate-downscaling
  ☆32Updated 3 months ago
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆14Updated last month
• slerch / ppnn
  post-processing experiments with neural networks
  ☆63Updated 3 years ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• openclimatefix / satflow
  Satellite Optical Flow with machine learning models
  ☆62Updated last year
• ecmwf / anemoi-datasets
  ☆55Updated this week
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆30Updated 4 months ago
• ecmwf / anemoi-models
  ☆42Updated 8 months ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 6 months ago
• pangeo-data / mldata
  ML Datasets Catalog
  ☆58Updated 2 years ago
• tcapelle / cloud_diffusion
  Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
  ☆47Updated last year
• ljharris23 / public-downscaling-cgan
  Clean, easier to use version of the downscaling cGAN
  ☆23Updated last year
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• ecmwf / anemoi-inference
  ☆29Updated this week
• ecmwf-lab / climetlab-s2s-ai-challenge
  climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge
  ☆36Updated last year
• clessig / atmorep
  AtmoRep model code
  ☆46Updated 5 months ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆24Updated last year
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆87Updated 6 months ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated last month
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆14Updated 2 weeks ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 4 months ago
• tpys / FuXi-S2S
  ☆32Updated last month
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆174Updated 2 months ago