TeaPearce / precipitation-prediction-convLSTM-keras
CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'
☆191Updated 7 years ago
Alternatives and similar repositories for precipitation-prediction-convLSTM-keras:
Users that are interested in precipitation-prediction-convLSTM-keras 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
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆264Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆219Updated 6 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆112Updated 5 years ago
- ☆48Updated 6 years ago
- Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"☆403Updated 2 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- ☆30Updated 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
- Video Predicting using ConvLSTM and pytorch☆114Updated 3 years ago
- An implementation by Pytorch☆24Updated 5 years ago
- reduced-gate convolutional LSTM model. This model is applied on PredNet which implemented by Lotter 2016.☆10Updated 6 years ago
- Using convlstm to prediction moving mnist dataset.☆22Updated 6 years ago
- ☆90Updated 6 months ago
- convolutional lstm implementation in pytorch☆158Updated 7 years ago
- We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.☆84Updated 3 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆74Updated 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
- Predict pictures based on ConvLSTM☆18Updated 4 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆52Updated last year
- We propose to continuously predict the whole $station \times feature$ map in the next 1 to 48 hours with a convolutional LSTM (ConvLSTM, …☆11Updated 4 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆82Updated 4 years ago
- pytorch implemention of trajGRU.☆570Updated 5 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆47Updated 11 months ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆405Updated 2 years ago