sxjscience / HKO-7
Source code of paper "[NIPS2017] Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model"
☆403Updated 2 years ago
Alternatives and similar repositories for HKO-7:
Users that are interested in HKO-7 are comparing it to the libraries listed below
- Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)☆264Updated 5 years ago
- pytorch implemention of trajGRU.☆570Updated 5 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
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆219Updated 6 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆191Updated 7 years ago
- ☆30Updated 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
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- convolutional lstm implementation in pytorch☆158Updated 7 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆459Updated last year
- 雷达回波外推，ConvLSTM，训练模型并外推。☆86Updated 6 years ago
- Spatio-temporal video autoencoder with convolutional LSTMs☆294Updated 8 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆405Updated 2 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- Multi-layer convolutional LSTM with Pytorch☆810Updated 4 years ago
- A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.☆398Updated last year
- ☆33Updated 7 years ago
- Video Predicting using ConvLSTM and pytorch☆114Updated 3 years ago
- ☆48Updated 6 years ago
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆185Updated 5 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆188Updated 2 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆199Updated 2 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 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
- ☆90Updated 6 months ago
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆26Updated 6 years ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆156Updated 4 years ago