xibinyue / ConvLSTM-1Links
Convolutional LSTM for Precipitation Nowcasting
☆15Updated 7 years ago
Alternatives and similar repositories for ConvLSTM-1
Users that are interested in ConvLSTM-1 are comparing it to the libraries listed below
Sorting:
- TianChi AIEarth Contest Solution☆79Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 7 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆47Updated 3 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 3 months ago
- A list of Precipitation Nowcasting papers and related resources.☆169Updated 9 months ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆264Updated last week
- CNN based ENSO all season forecast model☆18Updated last year
- A model for short-term precipitation forecasting based on radar data☆69Updated last year
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- Code for working with the SEVIR weather dataset☆37Updated 3 years ago
- The Radar Echo Extrapolation Model☆36Updated 4 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆140Updated 4 years ago
- pytorch implemention of trajGRU.☆581Updated 6 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆98Updated 5 years ago
- ☆24Updated 3 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- ☆47Updated 7 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 6 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆195Updated 7 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- Official implementation of Earthformer☆414Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆55Updated 3 years ago