kami93 / PredRNN
PredRNN using TensorFlow Keras
☆10Updated 6 years ago
Alternatives and similar repositories for PredRNN:
Users that are interested in PredRNN are comparing it to the libraries listed below
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 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
- Dual Staged Attention Model for Time Series prediction☆67Updated 7 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
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆192Updated 7 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆97Updated 2 years ago
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆114Updated 5 years ago
- 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☆24Updated 5 years ago
- The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.☆118Updated 5 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- AI Challenger 2018 Weather Forecasting - 1st Place Solution☆68Updated 6 years ago
- Forecasting air pollution using temporal attention mechanism in Beijing☆47Updated 5 years ago
- ☆30Updated 6 years ago
- A Baseline of Typhoon Prediction☆50Updated last year
- Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)☆186Updated 7 years ago
- ☆21Updated 6 years ago
- ☆117Updated 6 years ago
- An implementation by Pytorch☆24Updated 5 years ago
- We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.☆84Updated 3 years ago
- CIKM AnalytiCup 2017: Short-Term Precipitation Forecasting Based on Radar Reflectivity Images☆221Updated 6 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- My own study notes about artificial intelligence technology☆36Updated 3 years ago
- Compare how ANNs, RNNs, LSTMs, and LSTMs with attention perform on time-series analysis☆42Updated 6 years ago
- CIKM AnalytiCup 2017 is an open competition that is sponsored by Shenzhen Meteorological Bureau, Alibaba Group and CIKM2017. Our team got…☆85Updated 7 years ago
- A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆112Updated 9 months ago
- Using convlstm to prediction moving mnist dataset.☆22Updated 6 years ago
- Tensorflow Implementation of GeoMAN, IJCAI-18☆143Updated 5 years ago
- a easy pytorch implement of GeoMAN☆70Updated 2 years ago