jerrywn121 / TianChi_AIEarth
TianChi AIEarth Contest Solution
☆80Updated 3 years ago
Alternatives and similar repositories for TianChi_AIEarth:
Users that are interested in TianChi_AIEarth are comparing it to the libraries listed below
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- Base-line model☆16Updated 3 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.☆33Updated 5 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆37Updated 2 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- The Radar Echo Extrapolation Model☆33Updated 3 years ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆66Updated 3 years ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆65Updated 4 years ago
- Pytorch Implementation of the Paper: Self-Attention ConvLSTM for Spatiotemporal Prediction☆19Updated 6 months ago
- Pytorch implementation of Self-Attention ConvLSTM☆92Updated 9 months ago
- ☆91Updated 9 months ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- ☆30Updated last year
- ☆12Updated last year
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 4 years ago
- A model for short-term precipitation forecasting based on radar data☆61Updated 10 months ago
- 雷达回波外推,ConvLSTM,训练模型并外推。☆87Updated 6 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆48Updated last year
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 3 years ago
- ☆19Updated 3 years ago
- ☆24Updated 3 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- 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
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆153Updated 5 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago