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"
  ☆84Updated 5 months ago
• OpenEarthLab / CasCast
  ☆43Updated 7 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 8 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆38Updated last year
• argenycw / FACL
  ☆13Updated 7 months ago
• technomii / EWMoE
  ☆12Updated last year
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆20Updated 3 weeks ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆17Updated 5 months ago
• jihoonko / DeepRaNE
  ☆13Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆22Updated last year
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆23Updated 10 months ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆14Updated 2 weeks ago
• JimengShi / CoDiCast
  [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".
  ☆1Updated 7 months ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆127Updated last year
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated last month
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆13Updated 5 months ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 2 years ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆11Updated 8 months ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆11Updated last year
• caglarkucuk / earthformer-satellite-to-radar
  ☆17Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆140Updated 2 weeks ago
• OpenEarthLab / PredBench
  The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
  ☆32Updated 8 months ago
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆90Updated 5 months ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆27Updated last year
• agruca-polsl / weather4cast-2023
  Starter Kit for the NeurIPS 2023 Weather4cast competition
  ☆16Updated last year
• christoskaparakis / WF-UNet
  ☆18Updated 2 years ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆95Updated 2 months ago
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆13Updated 7 months ago