The Radar Echo Extrapolation Model
☆41Jul 6, 2021Updated 5 years ago
Alternatives and similar repositories for IDA_LSTM
Users that are interested in IDA_LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆14Dec 14, 2021Updated 4 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
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year
- ☆19Mar 16, 2022Updated 4 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 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.
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆294Sep 16, 2026Updated last month
- Code release to showcase potential usages of TAASRAD19 Dataset☆50Oct 14, 2021Updated 5 years ago
- ☆11Nov 18, 2021Updated 4 years ago
- 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
- ☆13Jun 24, 2024Updated 2 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆155Jun 1, 2021Updated 5 years ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 years ago
- Decode micaps mdfs data☆38Jun 15, 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.
- ☆11Jul 15, 2024Updated 2 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆49Jun 24, 2025Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- MeteoNet's toolbox and documentation☆136Aug 24, 2021Updated 5 years ago
- Moving MNIST as PyTorch Dataset☆101Aug 10, 2020Updated 6 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 8 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆57Nov 21, 2021Updated 4 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Sep 7, 2020Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆198Nov 3, 2017Updated 8 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆51Nov 12, 2023Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆298Updated this week
- ☆18May 24, 2023Updated 3 years ago
- This is the repo for global precipitation nowcasting using IMERG dataset.☆20Feb 18, 2024Updated 2 years ago
- ☆21Aug 23, 2022Updated 4 years ago
- A model for short-term precipitation forecasting based on radar data☆74Jul 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆54Aug 5, 2025Updated last year
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆50Mar 15, 2024Updated 2 years ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Nov 22, 2024Updated last year
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 6 years ago
- Decode CINRAD (China New Generation Weather Radar) data and visualize.☆443Jun 26, 2026Updated 3 months ago
- Code for TRUNET model☆17May 15, 2023Updated 3 years ago
- Pytorch implementation code of Rainformer☆29Jun 6, 2023Updated 3 years ago