[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
☆60Sep 8, 2024Updated last year
Alternatives and similar repositories for RainNet
Users that are interested in RainNet are comparing it to the libraries listed below
Sorting:
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- ☆41Oct 21, 2021Updated 4 years ago
- The pretrained VGG19 mode and scripts for perceptual loss☆22Dec 21, 2020Updated 5 years ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆117Sep 18, 2025Updated 5 months ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆145Jun 1, 2021Updated 4 years ago
- ☆18May 24, 2023Updated 2 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆20Feb 11, 2026Updated 2 weeks ago
- ☆17Feb 14, 2024Updated 2 years ago
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆107Feb 21, 2025Updated last year
- An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018)☆18Sep 16, 2019Updated 6 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- Diffusion for climate downscaling☆83Jun 28, 2024Updated last year
- (py)Meteorological variable Interpolation based on Clustered Analysis☆17Apr 22, 2025Updated 10 months ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆14Dec 30, 2024Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 4 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆38Mar 30, 2022Updated 3 years ago
- Latent diffusion for generative precipitation nowcasting☆140Jul 10, 2023Updated 2 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆30Jun 4, 2024Updated last year
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆14Sep 13, 2024Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆150Oct 17, 2025Updated 4 months ago
- ☆14Feb 4, 2022Updated 4 years ago
- ☆30Apr 15, 2024Updated last year
- ☆35Jan 23, 2023Updated 3 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28May 15, 2024Updated last year
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆95Feb 25, 2025Updated last year
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆98Jul 30, 2024Updated last year
- ☆27Mar 3, 2021Updated 5 years ago
- ☆32Jan 3, 2024Updated 2 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Feb 23, 2026Updated last week
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Apr 10, 2024Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆24May 12, 2023Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Jul 22, 2022Updated 3 years ago
- Python Fundamental Calculations for Radar Meteorology☆46Feb 22, 2018Updated 8 years ago
- ☆22Dec 2, 2024Updated last year