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☆80Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆57Updated 7 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆84Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆44Updated 3 weeks ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- The Radar Echo Extrapolation Model☆35Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆134Updated 4 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- A list of Precipitation Nowcasting papers and related resources.☆161Updated 7 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆98Updated 5 years ago
- ☆19Updated 3 years ago
- ☆18Updated 2 years ago
- ☆24Updated 3 years ago
- ☆47Updated 7 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆159Updated 5 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- Official implementation of Earthformer☆407Updated 2 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆192Updated 7 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- Code release to showcase potential usages of TAASRAD19 Dataset☆44Updated 3 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- Predict pictures based on ConvLSTM☆19Updated 4 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆54Updated 3 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆252Updated last week
- pytorch implemention of trajGRU.☆579Updated 6 years ago
- ☆93Updated 11 months ago
- A model for short-term precipitation forecasting based on radar data☆66Updated last year
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆33Updated 5 years ago