IDKiro / typhoon-baseline
A Baseline of Typhoon Prediction
☆48Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for typhoon-baseline
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- 雷达回波外推，ConvLSTM，训练模型并外推。☆84Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆35Updated 5 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- Typhoon Prediction☆12Updated 4 years ago
- ☆34Updated 7 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆68Updated 5 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆110Updated 5 years ago
- public codes for fusing CNN networks☆21Updated 4 years ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 6 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
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 4 years ago
- 佳格天地比赛，时空序列预测，决赛top6方案☆16Updated 5 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆217Updated 6 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆83Updated 6 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆47Updated 10 months ago
- TianChi AIEarth Contest Solution☆81Updated 3 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆31Updated last year
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆45Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆38Updated 3 years ago
- My own study notes about artificial intelligence technology☆36Updated 2 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 4 years ago
- MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19☆36Updated 3 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆150Updated 5 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.☆32Updated 4 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆16Updated last year