short term precipitation prediction with a UNet
☆30Jan 8, 2021Updated 5 years ago
Alternatives and similar repositories for DeepRain
Users that are interested in DeepRain are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- A NWP precipitation bias correction model based on Unet☆19Sep 22, 2022Updated 3 years ago
- An official code for "MIMO is all you need"☆22Jan 24, 2024Updated 2 years ago
- Using ECMWF forecast pruducts to drive WRF-ARW☆17Oct 9, 2025Updated 6 months ago
- ☆19Mar 16, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Cinrad WSR-98d level 1/2/3 data specification☆12Dec 5, 2025Updated 5 months ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆21Jul 11, 2023Updated 2 years ago
- Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI☆26Sep 5, 2022Updated 3 years ago
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 3 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆21Oct 8, 2024Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 6 years ago
- ☆15Jun 1, 2022Updated 3 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆195Oct 9, 2019Updated 6 years ago
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Automatically install WRF and WPS with GCC.☆40Sep 27, 2024Updated last year
- ☆12Oct 22, 2021Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Nov 15, 2022Updated 3 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Apr 11, 2026Updated 3 weeks ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆24Dec 15, 2023Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 4 years ago
- CMADaaS MUSIC接口的Python 3 API☆19Dec 9, 2024Updated last year
- Uses machine learning to predict convective initiation and decay from satellite data.☆28Jun 7, 2023Updated 2 years ago
- MCS tracking for Third Pole region☆15Jul 28, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 🌀❄️🌩️ This repository contains some examples for creating 2d and 3d weather plots using matplotlib and cartopy libraries in python3.☆36Nov 19, 2021Updated 4 years ago
- Repository of the Master's Thesis "Application of Deep Learning for Understanding of Image Sequences in Computer Vision" at Technical Uni…☆10Apr 2, 2022Updated 4 years ago
- The code will come soon.☆16Sep 12, 2025Updated 7 months ago
- ☆17Jul 28, 2022Updated 3 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- Pytorch-based adaptive deformable convolution☆18Jun 26, 2021Updated 4 years ago
- A list of Precipitation Nowcasting papers and related resources.☆182Dec 16, 2024Updated last year
- pytorch implemention of trajGRU.☆593Jun 22, 2019Updated 6 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Sep 20, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Aug 20, 2019Updated 6 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- ☆62Aug 24, 2022Updated 3 years ago
- AI Challenges based on the SEVIR weather dataset☆47Jun 24, 2025Updated 10 months ago
- ☆21Aug 23, 2022Updated 3 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
- A dual-polarimetric radar simulator for WRF output☆15Jan 13, 2024Updated 2 years ago