Alternatives and similar repositories for DGDM:

Users that are interested in DGDM 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"
  ☆65Updated last month
• OpenEarthLab / CasCast
  ☆29Updated 3 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆28Updated 9 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆110Updated 4 months ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆36Updated 8 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆94Updated 3 weeks ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆14Updated last month
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆21Updated 6 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆115Updated last year
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆12Updated 3 months ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆10Updated last year
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆18Updated 7 months ago
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆11Updated last week
• XiongWeiTHU / Awesome-AI-for-Atmosphere-and-Ocean
  Awesome paper about AI for atmosphere science and oceanography
  ☆27Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated 10 months ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆25Updated 2 years ago
• Gufrannn / W-MAE
  ☆30Updated 9 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆47Updated 7 months ago
• easylearningscores / PastNet
  MM'2024
  ☆12Updated 6 months ago
• Zjut-MultimediaPlus / MGTCF
  The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.
  ☆13Updated last year
• mazhf / MS-RNN
  ☆28Updated last year
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆12Updated 7 months ago
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆92Updated last month
• jihoonko / DeepRaNE
  ☆10Updated 2 years ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆82Updated 5 months ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆34Updated 3 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 3 years ago
• agruca-polsl / weather4cast-2023
  Starter Kit for the NeurIPS 2023 Weather4cast competition
  ☆16Updated last year
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆24Updated 8 months ago
• Ocean-Intelligent-Forecasting / XiHe-GlobalOceanForecasting
  ☆42Updated 4 months ago