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:
- Convolutional LSTM for Precipitation Nowcasting☆59Updated 7 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆88Updated 5 years ago
- A model for short-term precipitation forecasting based on radar data☆71Updated last year
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆195Updated 8 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆39Updated 3 years ago
- ☆47Updated 7 years ago
- 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.☆35Updated 5 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆47Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Predict pictures based on ConvLSTM☆19Updated 5 years ago
- The Radar Echo Extrapolation Model☆40Updated 4 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆145Updated 4 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- pytorch implemention of trajGRU.☆591Updated 6 years ago
- AI Challenges based on the SEVIR weather dataset☆46Updated 6 months ago
- Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…☆102Updated 5 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Updated 3 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆12Updated 4 years ago
- ☆95Updated last year
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆192Updated 6 years ago
- Official implementation of Earthformer☆433Updated 2 years ago
- ☆23Updated 3 years ago
- CNN for climate forecast☆90Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88Updated 7 years ago
- ☆40Updated 4 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆433Updated 3 years ago