sisl / AttentionAugmentedConvLSTMLinks
Implementation of TAAConvLSTM and SAAConvLSTM used in "Attention Augmented ConvLSTM for Environment Prediction"
☆55Updated 3 years ago
Alternatives and similar repositories for AttentionAugmentedConvLSTM
Users that are interested in AttentionAugmentedConvLSTM are comparing it to the libraries listed below
Sorting:
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆65Updated 4 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
- PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs☆124Updated 5 years ago
- GAN based ConvLSTM in precipitation prediction (Trial Version)☆49Updated last year
- An implementation by Pytorch☆24Updated 5 years ago
- Pytorch implementation of Self-Attention ConvLSTM☆93Updated 10 months ago
- Video Predicting using ConvLSTM and pytorch☆116Updated 4 years ago
- Spatio-temporal attention LSTM model for Spatio-temporal series problems☆38Updated 4 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
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆418Updated 2 years ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆103Updated 4 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 5 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 5 years ago
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆75Updated 3 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
- This is the PyTorch implementation of TPA-LSTM☆59Updated 5 years ago
- Base-line model☆17Updated 3 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆480Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆38Updated last month
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆191Updated 7 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 5 years ago
- ☆91Updated 10 months ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated last year
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- 时空预测模型PyTorch复现☆52Updated 2 years ago
- Convolutional GRU☆162Updated 6 years ago
- e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond☆199Updated 2 years ago
- Implementation of the paper NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting.☆76Updated 4 years ago