Alternatives and similar repositories for DeepRaNE:

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

• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆12Updated 4 months ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated 5 months ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆26Updated 2 years ago
• clearlyzerolxd / TRDM
  ☆11Updated last year
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆16Updated 3 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆31Updated last year
• Gufrannn / W-MAE
  ☆30Updated last year
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆37Updated 11 months ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆10Updated last week
• nci / FourCastNeXt
  ☆16Updated last month
• gaozhihan / earth-forecasting-transformer
  ☆10Updated 9 months ago
• OpenEarthLab / CasCast
  ☆37Updated 5 months ago
• leap-stc / ChaosBench
  ☆35Updated last month
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆21Updated 10 months ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆10Updated last year
• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆13Updated 4 months ago
• christoskaparakis / WF-UNet
  ☆18Updated 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…
  ☆12Updated 6 months ago
• ECMWFCode4Earth / diffusion-models-for-weather-prediction
  ☆24Updated last year
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆15Updated 10 months ago
• agruca-polsl / weather4cast-2023
  Starter Kit for the NeurIPS 2023 Weather4cast competition
  ☆16Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆120Updated 6 months ago
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆14Updated last year
• henryaddison / mlde
  Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…
  ☆16Updated this week
• black-yt / ExtremeCast
  ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
  ☆24Updated 8 months ago
• p-hss / consistency-climate-downscaling
  ☆19Updated last month
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆17Updated last month
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆31Updated 2 years ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆91Updated last month