Alternatives and similar repositories for consistency-climate-downscaling

Users that are interested in consistency-climate-downscaling are comparing it to the libraries listed below

• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆67Updated last year
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆21Updated 2 months ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 5 months ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated this week
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆72Updated last month
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆26Updated last year
• 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
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated last month
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆40Updated last year
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆18Updated last week
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆18Updated 2 years ago
• nci / FourCastNeXt
  ☆18Updated 6 months ago
• INRIA / geoarches
  A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…
  ☆46Updated this week
• Gufrannn / W-MAE
  ☆29Updated last year
• gcouairon / ArchesWeather
  ☆47Updated 8 months ago
• leap-stc / ChaosBench
  ☆42Updated 6 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆81Updated 5 months ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆21Updated 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
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆176Updated 2 months ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• spcl / DiffDA
  ☆33Updated 2 months ago
• OpheliaMiralles / wind-downscaling-gan
  ☆34Updated 2 years ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆33Updated last year
• duncanwp / ClimateBench
  ☆97Updated last year
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated last year
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆24Updated last year