Alternatives and similar repositories for DeepRaNE

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

• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆18Updated 10 months ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated last year
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆33Updated last year
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)
  ☆22Updated 11 months ago
• x7zhong / TransfomerDownscaling
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆24Updated 2 years ago
• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆13Updated 11 months ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆39Updated 3 years ago
• clearlyzerolxd / TRDM
  ☆11Updated last year
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• hyungting / DGMR-pytorch
  An implementation of Deep Generative Model of Radars from DeepMind in PyTorch
  ☆45Updated 3 years ago
• Gufrannn / W-MAE
  ☆30Updated last year
• nci / FourCastNeXt
  ☆19Updated 8 months ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆27Updated last year
• bugsuse / MIM_PyTorch
  PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"
  ☆15Updated 4 years ago
• caglarkucuk / earthformer-satellite-to-radar
  ☆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…
  ☆15Updated last year
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 3 years ago
• sftekin / spatio-temporal-weather-forecasting
  Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
  ☆53Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆140Updated last month
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆13Updated last year
• technomii / EWMoE
  ☆13Updated last year
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆45Updated 4 months ago
• OpenEarthLab / CasCast
  ☆49Updated last year
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆37Updated 4 years ago
• OpenEarthLab / FengWu-4DVar
  Integrating Large Weather Models with Data Assimilation
  ☆21Updated last year
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆16Updated 2 years ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆106Updated 2 months ago