[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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆42Oct 21, 2021Updated 4 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆21Jun 4, 2026Updated last week
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆127Sep 18, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 5 years ago
- The pretrained VGG19 mode and scripts for perceptual loss☆22Dec 21, 2020Updated 5 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆38Mar 30, 2022Updated 4 years ago
- Diffusion for climate downscaling☆85Jun 28, 2024Updated last year
- A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.☆109Feb 21, 2025Updated last year
- (py)Meteorological variable Interpolation based on Clustered Analysis☆18Apr 22, 2025Updated last year
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- ☆18May 24, 2023Updated 3 years ago
- ☆18Feb 14, 2024Updated 2 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
- Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region☆31Jun 4, 2024Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆144Jul 10, 2023Updated 2 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆102Jul 30, 2024Updated last year
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 7 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆97Feb 25, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Deep-learning Based Climate Downscaling of Precipitation Data☆15Dec 30, 2024Updated last year
- ☆33Apr 15, 2024Updated 2 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- ☆35Jan 23, 2023Updated 3 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆14Sep 13, 2024Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆97Oct 22, 2020Updated 5 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆29May 15, 2024Updated 2 years ago
- ☆33Jan 3, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A list of Precipitation Nowcasting papers and related resources.☆186Dec 16, 2024Updated last year
- An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018)☆18Sep 16, 2019Updated 6 years ago
- ☆11Jul 15, 2024Updated last year
- Python Fundamental Calculations for Radar Meteorology☆48Feb 22, 2018Updated 8 years ago
- Code for CLIMEA-BCUD☆12Apr 25, 2023Updated 3 years ago
- DeepSD Super-resolution for Climate Downscaling in KDD 2017☆97Jun 8, 2022Updated 4 years ago
- ☆10Nov 18, 2021Updated 4 years ago