IDKiro / typhoon-baseline
A Baseline of Typhoon Prediction
☆48Updated last year
Alternatives and similar repositories for typhoon-baseline:
Users that are interested in typhoon-baseline are comparing it to the libraries listed below
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86Updated 6 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- Typhoon Prediction☆12Updated 5 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆12Updated last year
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆112Updated 5 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆68Updated 6 years ago
- ☆33Updated 7 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years 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 4 years ago
- 佳格天地比赛，时空序列预测，决赛top6方案☆16Updated 5 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
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆32Updated last year
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- public codes for fusing CNN networks☆22Updated 4 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- Using convlstm to prediction moving mnist dataset.☆22Updated 6 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 4 years ago
- 2021 “AI Earth”人工智能创新挑战赛 AI助力精准气象和海洋预测☆12Updated 3 years ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- ENSO forecasting competition.☆11Updated 3 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 6 years ago
- ☆30Updated 6 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆219Updated 6 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
- convLSTM☆9Updated 6 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago