Alternatives and similar repositories for DiffCast

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

• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆148Updated 3 months ago
• OpenEarthLab / CasCast
  ☆56Updated last year
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆34Updated last year
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆36Updated last year
• linkenghong / AlphaPre
  [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"
  ☆31Updated last month
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆139Updated 2 years ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆227Updated 6 months ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆34Updated 6 months ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆13Updated last year
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆178Updated last year
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆29Updated last year
• technomii / EWMoE
  ☆15Updated last year
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆22Updated last year
• Alexander-wu / PastNet
  [MM 2024]
  ☆25Updated 7 months ago
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆25Updated 3 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆156Updated 2 years ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆28Updated last year
• compasszzn / CirT
  CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer
  ☆18Updated 10 months ago
• 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
• Gufrannn / W-MAE
  ☆30Updated last year
• OpenEarthLab / FengWu
  ☆158Updated last month
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆92Updated 9 months ago
• JimengShi / DL-Foundation-Models-Weather
  Curated papers on survey paper "deep learning and foundation models for weather prediction".
  ☆49Updated this week
• p3jitnath / forecast-diffmodels
  Repository for the code on Forecasting Tropical Cyclones with Diffusion Models [https://arxiv.org/abs/2310.01690]
  ☆12Updated 2 years ago
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆25Updated last year
• leap-stc / ChaosBench
  ☆47Updated 10 months ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆118Updated 10 months ago
• jaychempan / Awesome-LWMs
  A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆328Updated 6 months ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆28Updated last year