Alternatives and similar repositories for diffusion_weather

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

• nci / FourCastNeXt
  ☆18Updated 6 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆27Updated last year
• yongquan-qu / SLAMS
  SLAMS: Score-based Latent Assimilation in Multimodal Setting
  ☆40Updated last year
• cbuelt / dduq
  Uncertainty quantification for data-driven weather models.
  ☆14Updated 6 months ago
• EUPP-benchmark / climetlab-eumetnet-postprocessing-benchmark
  A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.
  ☆31Updated this week
• nram812 / A-Robust-Generative-Adversarial-Network-Approach-for-Climate-Downscaling
  Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"
  ☆12Updated last year
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• LGlawion / spateGAN_ERA5
  spateGAN-ERA5: deep learning based spatio-temporal downscaling of ERA5 precipitation
  ☆24Updated 3 months ago
• anna-allen / convCNPClimate
  Implementation of convolutional conditional neural processes for statistical downscaling
  ☆33Updated 4 years ago
• p-hss / consistency-climate-downscaling
  ☆32Updated 3 weeks ago
• AtmosSci-DLESM / DLESyM
  Software for training, running and analyzing a Deep Learning Earth System Model (DLESyM)
  ☆21Updated 3 weeks ago
• paulaharder / deep-downscaling-overview
  A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
  ☆100Updated 7 months ago
• leap-stc / ChaosBench
  ☆42Updated 6 months ago
• caglarkucuk / earthformer-satellite-to-radar
  ☆17Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆25Updated last year
• Gufrannn / W-MAE
  ☆29Updated last year
• microsoft / WeatherReal-Benchmark
  Evaluation pipelines and components to support the WeatherReal benchmark dataset for weather forecast verification.
  ☆35Updated 6 months ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆29Updated 3 months ago
• StevePny / DataAssimBench
  Benchmarking tools for applying AI/ML to data assimilation
  ☆23Updated 4 months ago
• EnergyWeatherAI / GenerativeNowcasting
  Code repository for "Extending intraday solar forecast with deep generative models".
  ☆22Updated last year
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 4 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆69Updated last year
• NERSC / swin_v2_weather
  This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…
  ☆17Updated last year
• 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…
  ☆89Updated 2 weeks ago
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated 11 months ago
• thunderhoser / cira_uq4ml
  Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere
  ☆18Updated 2 years ago
• RolnickLab / constrained-downscaling
  A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
  ☆88Updated 7 months ago
• gcouairon / ArchesWeather
  ☆48Updated 9 months ago