jerrywn121 / TianChi_AIEarthLinks
TianChi AIEarth Contest Solution
☆79Updated 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
Sorting:
- Convolutional LSTM for Precipitation Nowcasting☆58Updated 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.☆34Updated 5 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 4 years ago
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- The Radar Echo Extrapolation Model☆36Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- ☆19Updated 3 years ago
- 时空预测模型PyTorch复现☆53Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆39Updated 3 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 5 years ago
- A model for short-term precipitation forecasting based on radar data☆67Updated last year
- Base-line model☆17Updated 3 years ago
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆42Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆54Updated 3 years ago
- ☆94Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- ☆24Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 8 months ago
- ☆32Updated last year
- ☆10Updated last year
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆104Updated 4 years ago
- ☆18Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 2 months ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆66Updated 4 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- 雷达回波外推,ConvLSTM,训练模型并外推。☆88Updated 7 years ago