Alternatives and similar repositories for DiffDA

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

• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆94Updated 9 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆22Updated last year
• leap-stc / ChaosBench
  ☆47Updated 10 months ago
• mllam / neural-lam
  Research Software for Neural Weather Prediction for Limited Area Modeling
  ☆193Updated 2 weeks ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆118Updated 10 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…
  ☆52Updated this week
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆83Updated last year
• gcouairon / ArchesWeather
  ☆47Updated last year
• p-hss / consistency-climate-downscaling
  ☆36Updated 4 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆29Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆140Updated 2 years ago
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆29Updated 3 years ago
• wuxinwang1997 / DABench
  ☆15Updated last year
• tpys / ai-models-fuxi
  ☆51Updated last year
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆43Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆26Updated last year
• NVlabs / cBottle
  A generative foundation model for the kilometer-scale atmosphere
  ☆90Updated last month
• tung-nd / stormer
  ☆73Updated 10 months ago
• francois-rozet / sda
  Official implementation of Score-based Data Assimilation
  ☆84Updated 2 years ago
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 9 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆230Updated 6 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆34Updated last year
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆26Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆148Updated 3 months ago
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆39Updated 10 months ago
• Rose-STL-Lab / spherical-dyffusion
  [NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion
  ☆30Updated 11 months ago
• deinal / seacast
  Regional Ocean Forecasting with Hierarchical Graph Neural Networks
  ☆18Updated 6 months ago
• ecmwf-lab / ai-models-fourcastnetv2
  ☆67Updated last year
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆28Updated last year