lastproxy / Basic_PredRNN_Seq2seq
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 4 years ago
Alternatives and similar repositories for Basic_PredRNN_Seq2seq:
Users that are interested in Basic_PredRNN_Seq2seq are comparing it to the libraries listed below
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- Convolutional LSTM for Precipitation Nowcasting☆54Updated 6 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- The Radar Echo Extrapolation Model☆31Updated 3 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆10Updated last year
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆26Updated 4 years ago
- Base-line model☆16Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆50Updated 3 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的 研究☆15Updated last year
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- ☆28Updated last year
- Pytorch implementation of Self-Attention ConvLSTM☆79Updated 5 months ago
- ☆19Updated 2 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆47Updated 10 months ago
- Predict pictures based on ConvLSTM☆18Updated 4 years ago
- Video Predicting using ConvLSTM and pytorch☆114Updated 3 years ago
- A model for short-term precipitation forecasting based on radar data☆59Updated 6 months ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆14Updated 2 months ago
- ☆14Updated last year
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆73Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆14Updated 3 weeks ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆32Updated 2 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆39Updated 2 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- ☆21Updated last year