Alternatives and similar repositories for KARINA

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

• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆116Updated 4 months ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆94Updated 9 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• x7zhong / TransfomerDownscaling
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆24Updated 2 years ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆34Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆148Updated 3 months ago
• OpenEarthLab / CasCast
  ☆59Updated last year
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆158Updated 2 years ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆140Updated 2 years ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆83Updated last year
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆26Updated last year
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆230Updated 6 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆29Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆35Updated last year
• p3jitnath / forecast-diffmodels
  Repository for the code on Forecasting Tropical Cyclones with Diffusion Models [https://arxiv.org/abs/2310.01690]
  ☆12Updated 2 years ago
• tpys / ai-models-fuxi
  ☆51Updated last year
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆29Updated last year
• linkenghong / AlphaPre
  [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"
  ☆33Updated 2 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆22Updated last year
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆118Updated 10 months ago
• technomii / EWMoE
  ☆15Updated last year
• nci / FourCastNeXt
  ☆19Updated 11 months ago
• leap-stc / ChaosBench
  ☆47Updated 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 last week
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated last year
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆35Updated 7 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆42Updated 3 years ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 3 years ago
• bugsuse / MIM_PyTorch
  PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"
  ☆15Updated 4 years ago