RainNet: a convolutional neural network for radar-based precipitation nowcasting
☆147Jun 1, 2021Updated 4 years ago
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:
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆195Oct 9, 2019Updated 6 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Mar 13, 2025Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆182Dec 16, 2024Updated last year
- Python framework for short-term ensemble prediction systems.☆554Updated this week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆285Updated this week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- pytorch implemention of trajGRU.☆593Jun 22, 2019Updated 6 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Jul 22, 2022Updated 3 years ago
- Jupyter-notebooks of nowcasting precipitation☆11Nov 5, 2019Updated 6 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- Code release to showcase potential usages of TAASRAD19 Dataset☆48Oct 14, 2021Updated 4 years ago
- Python Fundamental Calculations for Radar Meteorology☆48Feb 22, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 3 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆421Sep 12, 2022Updated 3 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆123Sep 18, 2025Updated 6 months ago
- Multiple-Doppler Radar Analysis Toolkit (MultiDop)☆42May 29, 2020Updated 5 years ago
- Code for working with the SEVIR weather dataset☆43May 2, 2022Updated 3 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 5 months ago
- Latent diffusion for generative precipitation nowcasting☆143Jul 10, 2023Updated 2 years ago
- The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)☆240Updated this week
- ☆61Oct 29, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Code for TRUNET model☆17May 15, 2023Updated 2 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆423Jan 23, 2026Updated 2 months ago
- ☆19Mar 16, 2022Updated 4 years ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆33Dec 5, 2025Updated 4 months ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆60Feb 11, 2018Updated 8 years ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 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.
- TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.☆92Dec 14, 2023Updated 2 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆293Mar 30, 2026Updated last week
- ☆42Oct 21, 2021Updated 4 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆30Dec 25, 2020Updated 5 years ago
- 📡 Process meteorological radar data. 📡☆20Sep 6, 2021Updated 4 years ago
- ☆13Jun 24, 2024Updated last year