luochuyao / IDA_LSTMView external linksLinks
The Radar Echo Extrapolation Model
☆40Jul 6, 2021Updated 4 years ago
Alternatives and similar repositories for IDA_LSTM
Users that are interested in IDA_LSTM are comparing it to the libraries listed below
Sorting:
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆12Dec 14, 2021Updated 4 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- 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
- ☆19Mar 16, 2022Updated 3 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆285Mar 13, 2025Updated 11 months ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- pytorch implemention of trajGRU.☆592Jun 22, 2019Updated 6 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Jul 22, 2022Updated 3 years ago
- ☆10Nov 18, 2021Updated 4 years ago
- ☆10Jul 15, 2024Updated last year
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 4 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆145Jun 1, 2021Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆46Jun 24, 2025Updated 7 months ago
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 7 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Nov 21, 2021Updated 4 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Nov 12, 2023Updated 2 years ago
- TianChi AIEarth Contest Solution☆79Oct 25, 2021Updated 4 years ago
- This is the repo for global precipitation nowcasting using IMERG dataset.☆16Feb 18, 2024Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆275Updated this week
- Decode micaps mdfs data☆36Jun 15, 2022Updated 3 years ago
- Curated papers on survey paper "deep learning and foundation models for weather prediction".☆53Jan 24, 2026Updated 3 weeks ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆196Nov 3, 2017Updated 8 years ago
- A model for short-term precipitation forecasting based on radar data☆71Jul 4, 2024Updated last year
- ☆21Aug 23, 2022Updated 3 years ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated 2 weeks ago
- Moving MNIST as PyTorch Dataset☆99Aug 10, 2020Updated 5 years ago
- Code for TRUNET model☆17May 15, 2023Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆40May 9, 2020Updated 5 years ago
- ☆18May 24, 2023Updated 2 years ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated last year
- Pytorch implementation code of Rainformer☆25Jun 6, 2023Updated 2 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Oct 9, 2018Updated 7 years ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Nov 22, 2024Updated last year
- ☆49Aug 5, 2025Updated 6 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆149Oct 17, 2025Updated 3 months ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Mar 15, 2024Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Sep 7, 2020Updated 5 years ago