neuralchen / RainNetLinks
[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
☆60Updated 11 months ago
Alternatives and similar repositories for RainNet
Users that are interested in RainNet are comparing it to the libraries listed below
Sorting:
- a GAN for precipitation downscaling☆41Updated 3 years ago
- ☆18Updated last year
- AI Challenges based on the SEVIR weather dataset☆45Updated last month
- Code for working with the SEVIR weather dataset☆33Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆72Updated 4 years ago
- ☆40Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- Diffusion Probabilistic Downscaling Model☆23Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆39Updated last year
- Uses machine learning to predict convective initiation and decay from satellite data.☆24Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models☆25Updated 3 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆18Updated last week
- Latent diffusion for generative precipitation nowcasting☆133Updated 2 years ago
- Diffusion for climate downscaling☆66Updated last year
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Clean, easier to use version of the downscaling cGAN☆23Updated last year
- Code release to showcase potential usages of TAASRAD19 Dataset☆44Updated 3 years ago
- ☆26Updated last year
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆24Updated last year
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆86Updated this week
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆100Updated 5 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆33Updated 9 months ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆86Updated 4 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated last year
- ☆13Updated 3 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆39Updated last year
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆136Updated 4 years ago
- ☆10Updated last year