[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:
- ☆43Oct 21, 2021Updated 4 years ago
- 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…☆22Jun 4, 2026Updated last month
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated 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.
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆133Sep 18, 2025Updated 10 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆151Jun 1, 2021Updated 5 years ago
- The pretrained VGG19 mode and scripts for perceptual loss☆23Dec 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
- 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
- ☆19Feb 14, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Diffusion for climate downscaling☆90Jun 28, 2024Updated 2 years ago
- ☆18May 24, 2023Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆101Jul 30, 2024Updated last year
- 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☆31Jun 4, 2024Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆145Jul 10, 2023Updated 3 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 8 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆157Oct 17, 2025Updated 9 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆99Feb 25, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Feb 4, 2022Updated 4 years ago
- Deep-learning Based Climate Downscaling of Precipitation Data☆15Dec 30, 2024Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- ☆36Jan 23, 2023Updated 3 years ago
- ☆33Apr 15, 2024Updated 2 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆15Sep 13, 2024Updated last year
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆29May 15, 2024Updated 2 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆98Oct 22, 2020Updated 5 years ago
- A list of Precipitation Nowcasting papers and related resources.☆192Dec 16, 2024Updated last year
- 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.
- ☆34Jan 3, 2024Updated 2 years ago
- DeepSD Super-resolution for Climate Downscaling in KDD 2017☆99Jun 8, 2022Updated 4 years ago
- Python Fundamental Calculations for Radar Meteorology☆47Feb 22, 2018Updated 8 years ago
- ☆11Jul 15, 2024Updated 2 years ago
- An unofficial PyTorch implementation of SNGAN (ICLR 2018) and cGANs with projection discriminator (ICLR 2018)☆18Sep 16, 2019Updated 6 years ago
- Code for CLIMEA-BCUD☆12Apr 25, 2023Updated 3 years ago
- ☆62Aug 24, 2022Updated 3 years ago