xuguangning1218 / TI_PredictionLinks
Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
☆42Updated 3 years ago
Alternatives and similar repositories for TI_Prediction
Users that are interested in TI_Prediction are comparing it to the libraries listed below
Sorting:
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆52Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 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
- A model for short-term precipitation forecasting based on radar data☆63Updated last year
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆68Updated 4 years ago
- Deep learning for multi-year ENSO forecasts Reproduction☆55Updated 11 months ago
- TianChi AIEarth Contest Solution☆80Updated 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
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 7 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆35Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- ☆12Updated 3 years ago
- Official implementation code of the paper: "TENT: Tensorized Encoder Transformer for temperature forecasting".☆20Updated last year
- Convolutional LSTM for Precipitation Nowcasting☆57Updated 7 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated 2 years ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆15Updated 8 months ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 2 years ago
- Official source code for paper 《AM-ConvGRU: A Spatio-Temporal Model for Typhoon Path Prediction》☆26Updated last month
- ☆10Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆17Updated 6 months ago
- ☆19Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆11Updated last year
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 3 years ago
- ☆8Updated 9 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆73Updated 9 months ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- ☆15Updated 2 years ago