cxxixi / Precipitation-Nowcasting
☆30Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for Precipitation-Nowcasting
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- 雷达回波外推，ConvLSTM，训练模型并外推。☆84Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆189Updated 7 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- ☆48Updated 6 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆399Updated 2 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
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆263Updated 5 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆217Updated 6 years ago
- convolutional lstm implementation in pytorch☆156Updated 7 years ago
- ☆34Updated 7 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆38Updated 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
- Using convlstm to prediction moving mnist dataset.☆23Updated 6 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆185Updated 5 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆153Updated 4 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆81Updated 4 years ago
- public codes for fusing CNN networks☆21Updated 4 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆35Updated 5 years ago
- Machine learning forecast model for WxChallenge☆94Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆41Updated 3 years ago
- Typhoon Prediction☆12Updated 4 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆123Updated 3 years ago
- This is a Pytorch implementation of PredRNN++☆37Updated 4 years ago
- PredRNN using TensorFlow Keras☆10Updated 6 years ago
- A Baseline of Typhoon Prediction☆48Updated 11 months ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years ago
- ☆27Updated 3 years ago