RainNet: a convolutional neural network for radar-based precipitation nowcasting
☆151Jun 1, 2021Updated 5 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"☆290Apr 11, 2026Updated 3 months ago
- A list of Precipitation Nowcasting papers and related resources.☆192Dec 16, 2024Updated last year
- Python framework for short-term ensemble prediction systems.☆572Jul 9, 2026Updated last week
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆296Updated this week
- 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.
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- pytorch implemention of trajGRU.☆600Jun 22, 2019Updated 7 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 4 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"☆15Dec 1, 2024Updated last year
- Code release to showcase potential usages of TAASRAD19 Dataset☆49Oct 14, 2021Updated 4 years ago
- Python Fundamental Calculations for Radar Meteorology☆47Feb 22, 2018Updated 8 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.
- Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains☆11Jul 22, 2022Updated 4 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆428Sep 12, 2022Updated 3 years ago
- Multiple-Doppler Radar Analysis Toolkit (MultiDop)☆42May 29, 2020Updated 6 years ago
- Code for working with the SEVIR weather dataset☆44May 2, 2022Updated 4 years ago
- Latent diffusion for generative precipitation nowcasting☆145Jul 10, 2023Updated 3 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆157Oct 17, 2025Updated 9 months ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 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)☆247Apr 9, 2026Updated 3 months ago
- ☆66Oct 29, 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.
- Code for TRUNET model☆17May 15, 2023Updated 3 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆134Sep 18, 2025Updated 10 months ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 5 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆431Jun 26, 2026Updated 3 weeks ago
- ☆19Mar 16, 2022Updated 4 years ago
- High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation☆51Mar 25, 2025Updated last year
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆161Apr 24, 2020Updated 6 years ago
- Convolutional LSTM for Precipitation Nowcasting☆61Feb 11, 2018Updated 8 years ago
- Code accompanying our IARAI Weather4cast Challenge☆50Mar 29, 2022Updated 4 years ago
- 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.
- TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.☆94May 22, 2026Updated 2 months ago
- ☆43Oct 21, 2021Updated 4 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆302Updated this week
- 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
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Mar 17, 2020Updated 6 years ago
- A module of independent functions to do precipitation retrievals from polarimetric radar data☆101Feb 19, 2026Updated 5 months ago
- 📡 Process meteorological radar data. 📡☆20Sep 6, 2021Updated 4 years ago