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"
  ☆125Updated 9 months ago
• OpenEarthLab / CasCast
  ☆43Updated 8 months ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆33Updated 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"
  ☆39Updated last year
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆130Updated 2 years ago
• linkenghong / AlphaPre
  [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"
  ☆12Updated 3 weeks ago
• hoonerg / Awesome-Diffusion-Models-for-Weather-Forecasting
  A collection of research papers on Diffusion Models for Weather Forecasting.
  ☆152Updated 3 weeks ago
• jmj2316 / KARINA
  Initial public release of code for KARINA
  ☆12Updated 9 months ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆159Updated 7 months ago
• LingFH / Diffusion_4_downscaling
  Diffusion Probabilistic Downscaling Model
  ☆23Updated last year
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆22Updated 2 months ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆18Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• technomii / EWMoE
  ☆12Updated last year
• compasszzn / CirT
  CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer
  ☆14Updated 4 months ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆27Updated last year
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆90Updated 6 months ago
• tpys / FuXi
  A cascade machine learning forecasting system for 15-day global weather forecast
  ☆126Updated last year
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆15Updated 7 months ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆17Updated 3 weeks ago
• easylearningscores / PastNet
  MM'2024
  ☆21Updated last month
• jihoonko / DeepRaNE
  ☆13Updated 3 years ago
• JimengShi / CoDiCast
  [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".
  ☆1Updated 9 months ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆44Updated 3 weeks ago
• jaychempan / Awesome-LWMs
  🌍 A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)
  ☆275Updated 3 weeks ago
• agruca-polsl / weather4cast-2023
  Starter Kit for the NeurIPS 2023 Weather4cast competition
  ☆19Updated last year
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆43Updated 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
• OpenEarthLab / AI-for-Earth-Paper-List
  ☆23Updated last year