Alternatives and similar repositories for DGDM

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

• OpenEarthLab / CasCast
  ☆40Updated 6 months ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆81Updated 4 months ago
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 7 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• technomii / EWMoE
  ☆12Updated 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
  ☆12Updated 7 months ago
• jihoonko / DeepRaNE
  ☆13Updated 3 years ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆13Updated last week
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆125Updated last year
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆17Updated 4 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆23Updated 10 months ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆129Updated 2 weeks ago
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆19Updated last week
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆22Updated 11 months ago
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆90Updated 4 months ago
• JimengShi / CoDiCast
  [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".
  ☆1Updated 7 months ago
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆13Updated 5 months ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆11Updated 7 months ago
• mazhf / MS-RNN
  ☆30Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 2 years ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆11Updated last year
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆13Updated 6 months ago
• clearlyzerolxd / TRDM
  ☆11Updated last year
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆27Updated last year
• OpenEarthLab / PredBench
  The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
  ☆32Updated 7 months ago
• easylearningscores / PastNet
  MM'2024
  ☆18Updated 9 months ago
• robbiewatt1 / ClimateDiffuse
  Diffusion for climate downscaling
  ☆59Updated 10 months ago