IDKiro / typhoon-baselineLinks
A Baseline of Typhoon Prediction
☆50Updated last year
Alternatives and similar repositories for typhoon-baseline
Users that are interested in typhoon-baseline are comparing it to the libraries listed below
Sorting:
- Typhoon Prediction☆13Updated 5 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆88Updated 7 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Updated 7 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 6 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆37Updated 6 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆114Updated 6 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆67Updated 7 years ago
- TianChi AIEarth Contest Solution☆79Updated 4 years ago
- 佳格天地比赛，时空序列预测，决赛top6方案☆17Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆195Updated 8 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆228Updated 7 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 5 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆15Updated 4 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆95Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Updated 4 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- My own study notes about artificial intelligence technology☆36Updated 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☆13Updated 4 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- Some very simple meteorology function written in python;几个简单的气象相关的函数☆15Updated last year
- 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.☆35Updated 5 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
- ☆34Updated 8 years ago
- We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.☆85Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》☆43Updated 3 years ago