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.
☆32Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Basic_PredRNN_Seq2seq
- TianChi AIEarth Contest Solution☆81Updated 3 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆25Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆50Updated 6 years ago
- This is a Pytorch implementation of PredRNN++☆37Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆34Updated 5 years ago
- ☆25Updated 10 months ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆84Updated 6 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- The Radar Echo Extrapolation Model☆30Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- ☆19Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆45Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆44Updated 7 months ago
- Predict pictures based on ConvLSTM☆18Updated 4 years ago
- A model for short-term precipitation forecasting based on radar data☆55Updated 4 months ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆14Updated 2 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆48Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆31Updated 2 years ago
- Typhoon Prediction☆12Updated 4 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆13Updated 3 years ago
- Base-line model☆16Updated 2 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆17Updated 4 years ago
- ☆89Updated 3 months ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆35Updated 2 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 4 years ago